From 40db4527f709b92eea4217234e804ad4daca5d0a Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Sat, 15 Nov 2025 16:23:48 -0800
Subject: [PATCH 01/37] [Feature] UI - Organization Usage in Usage Tab (#16614)

* Organization Usage UI

* Resolved build issues

* Added a test
---
 .../src/app/(dashboard)/usage/page.tsx        |   1 +
 ui/litellm-dashboard/src/app/page.tsx         |   1 +
 .../EntityUsageExportModal.tsx                |   2 +-
 .../EntityUsageExport/ExportTypeSelector.tsx  |   3 +-
 .../EntityUsageExport/UsageExportHeader.tsx   |   2 +-
 .../src/components/EntityUsageExport/types.ts |   3 +-
 .../src/components/EntityUsageExport/utils.ts |  11 +-
 .../common_components/default_org.tsx         |   2 +-
 .../src/components/entity_usage.test.tsx      |  18 +-
 .../src/components/entity_usage.tsx           |  39 +++-
 .../src/components/networking.tsx             | 205 ++++++++++--------
 .../src/components/new_usage.test.tsx         |  39 ++++
 .../src/components/new_usage.tsx              | 105 ++++++---
 13 files changed, 288 insertions(+), 143 deletions(-)

diff --git a/ui/litellm-dashboard/src/app/(dashboard)/usage/page.tsx b/ui/litellm-dashboard/src/app/(dashboard)/usage/page.tsx
index e4b44e5a450..d77b947df36 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/usage/page.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/usage/page.tsx
@@ -15,6 +15,7 @@ const UsagePage = () => {
       userID={userId}
       teams={teams ?? []}
       premiumUser={premiumUser}
+      organizations={[]}
     />
   );
 };
diff --git a/ui/litellm-dashboard/src/app/page.tsx b/ui/litellm-dashboard/src/app/page.tsx
index f547ab7d057..56c35804df9 100644
--- a/ui/litellm-dashboard/src/app/page.tsx
+++ b/ui/litellm-dashboard/src/app/page.tsx
@@ -480,6 +480,7 @@ export default function CreateKeyPage() {
                     userRole={userRole}
                     accessToken={accessToken}
                     teams={(teams as Team[]) ?? []}
+                    organizations={(organizations as Organization[]) ?? []}
                     premiumUser={premiumUser}
                   />
                 ) : (
diff --git a/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.tsx b/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.tsx
index 104e446cb38..672643f2ad9 100644
--- a/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.tsx
+++ b/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.tsx
@@ -22,7 +22,7 @@ const EntityUsageExportModal: React.FC<EntityUsageExportModalProps> = ({
   const [exportScope, setExportScope] = useState<ExportScope>("daily");
   const [isExporting, setIsExporting] = useState(false);
 
-  const entityLabel = entityType === "tag" ? "Tag" : "Team";
+  const entityLabel = entityType.charAt(0).toUpperCase() + entityType.slice(1);
   const modalTitle = customTitle || `Export ${entityLabel} Usage`;
 
   const handleExportCSV = () => {
diff --git a/ui/litellm-dashboard/src/components/EntityUsageExport/ExportTypeSelector.tsx b/ui/litellm-dashboard/src/components/EntityUsageExport/ExportTypeSelector.tsx
index 83e719032ce..43e6f986dfb 100644
--- a/ui/litellm-dashboard/src/components/EntityUsageExport/ExportTypeSelector.tsx
+++ b/ui/litellm-dashboard/src/components/EntityUsageExport/ExportTypeSelector.tsx
@@ -5,7 +5,7 @@ import type { ExportScope } from "./types";
 interface ExportTypeSelectorProps {
   value: ExportScope;
   onChange: (value: ExportScope) => void;
-  entityType: "tag" | "team";
+  entityType: "tag" | "team" | "organization";
 }
 
 const ExportTypeSelector: React.FC<ExportTypeSelectorProps> = ({ value, onChange, entityType }) => {
@@ -36,4 +36,3 @@ const ExportTypeSelector: React.FC<ExportTypeSelectorProps> = ({ value, onChange
 };
 
 export default ExportTypeSelector;
-
diff --git a/ui/litellm-dashboard/src/components/EntityUsageExport/UsageExportHeader.tsx b/ui/litellm-dashboard/src/components/EntityUsageExport/UsageExportHeader.tsx
index 1f61ea260ef..3547d65379e 100644
--- a/ui/litellm-dashboard/src/components/EntityUsageExport/UsageExportHeader.tsx
+++ b/ui/litellm-dashboard/src/components/EntityUsageExport/UsageExportHeader.tsx
@@ -7,7 +7,7 @@ import type { EntitySpendData } from "./types";
 
 interface UsageExportHeaderProps {
   dateValue: DateRangePickerValue;
-  entityType: "tag" | "team";
+  entityType: "tag" | "team" | "organization";
   spendData: EntitySpendData;
   // Optional filter props
   showFilters?: boolean;
diff --git a/ui/litellm-dashboard/src/components/EntityUsageExport/types.ts b/ui/litellm-dashboard/src/components/EntityUsageExport/types.ts
index b7ac41c6f33..ea11701f7ee 100644
--- a/ui/litellm-dashboard/src/components/EntityUsageExport/types.ts
+++ b/ui/litellm-dashboard/src/components/EntityUsageExport/types.ts
@@ -17,7 +17,7 @@ export interface EntitySpendData {
 export interface EntityUsageExportModalProps {
   isOpen: boolean;
   onClose: () => void;
-  entityType: "tag" | "team";
+  entityType: "tag" | "team" | "organization";
   spendData: EntitySpendData;
   dateRange: DateRangePickerValue;
   selectedFilters: string[];
@@ -59,4 +59,3 @@ export interface EntityBreakdown {
     id: string;
   };
 }
-
diff --git a/ui/litellm-dashboard/src/components/EntityUsageExport/utils.ts b/ui/litellm-dashboard/src/components/EntityUsageExport/utils.ts
index a63a60e5cb4..87ca860657f 100644
--- a/ui/litellm-dashboard/src/components/EntityUsageExport/utils.ts
+++ b/ui/litellm-dashboard/src/components/EntityUsageExport/utils.ts
@@ -50,7 +50,7 @@ export const generateDailyData = (spendData: EntitySpendData, entityLabel: strin
         [entityLabel]: data.metadata?.team_alias || entity,
         [`${entityLabel} ID`]: entity,
         "Spend ($)": formatNumberWithCommas(data.metrics.spend, 4),
-        "Requests": data.metrics.api_requests,
+        Requests: data.metrics.api_requests,
         "Successful Requests": data.metrics.successful_requests,
         "Failed Requests": data.metrics.failed_requests,
         "Total Tokens": data.metrics.total_tokens,
@@ -109,9 +109,9 @@ export const generateDailyWithModelsData = (spendData: EntitySpendData, entityLa
           [`${entityLabel} ID`]: entity,
           Model: model,
           "Spend ($)": formatNumberWithCommas(metrics.spend, 4),
-          "Requests": metrics.requests,
-          "Successful": metrics.successful,
-          "Failed": metrics.failed,
+          Requests: metrics.requests,
+          Successful: metrics.successful,
+          Failed: metrics.failed,
           "Total Tokens": metrics.tokens,
         });
       });
@@ -137,7 +137,7 @@ export const generateExportData = (
 };
 
 export const generateMetadata = (
-  entityType: "tag" | "team",
+  entityType: "tag" | "team" | "organization",
   dateRange: { from?: Date; to?: Date },
   selectedFilters: string[],
   exportScope: ExportScope,
@@ -159,4 +159,3 @@ export const generateMetadata = (
     total_tokens: spendData.metadata.total_tokens,
   },
 });
-
diff --git a/ui/litellm-dashboard/src/components/common_components/default_org.tsx b/ui/litellm-dashboard/src/components/common_components/default_org.tsx
index 8bb5fdaad44..f50c59a556d 100644
--- a/ui/litellm-dashboard/src/components/common_components/default_org.tsx
+++ b/ui/litellm-dashboard/src/components/common_components/default_org.tsx
@@ -1,6 +1,6 @@
 import { Organization } from "../networking";
 
 export const defaultOrg = {
-  organization_id: null,
+  organization_id: "default_organization",
   organization_alias: "Default Organization",
 } as Organization;
diff --git a/ui/litellm-dashboard/src/components/entity_usage.test.tsx b/ui/litellm-dashboard/src/components/entity_usage.test.tsx
index a52e63a391c..d5cc503fd10 100644
--- a/ui/litellm-dashboard/src/components/entity_usage.test.tsx
+++ b/ui/litellm-dashboard/src/components/entity_usage.test.tsx
@@ -3,7 +3,6 @@ import { beforeAll, beforeEach, describe, expect, it, vi } from "vitest";
 import EntityUsage from "./entity_usage";
 import * as networking from "./networking";
 
-// Polyfill ResizeObserver for test environment
 beforeAll(() => {
   if (typeof window !== "undefined" && !window.ResizeObserver) {
     window.ResizeObserver = class ResizeObserver {
@@ -18,6 +17,7 @@ beforeAll(() => {
 vi.mock("./networking", () => ({
   tagDailyActivityCall: vi.fn(),
   teamDailyActivityCall: vi.fn(),
+  organizationDailyActivityCall: vi.fn(),
 }));
 
 // Mock the child components to simplify testing
@@ -41,6 +41,7 @@ vi.mock("./EntityUsageExport", () => ({
 describe("EntityUsage", () => {
   const mockTagDailyActivityCall = vi.mocked(networking.tagDailyActivityCall);
   const mockTeamDailyActivityCall = vi.mocked(networking.teamDailyActivityCall);
+  const mockOrganizationDailyActivityCall = vi.mocked(networking.organizationDailyActivityCall);
 
   const mockSpendData = {
     results: [
@@ -126,8 +127,10 @@ describe("EntityUsage", () => {
   beforeEach(() => {
     mockTagDailyActivityCall.mockClear();
     mockTeamDailyActivityCall.mockClear();
+    mockOrganizationDailyActivityCall.mockClear();
     mockTagDailyActivityCall.mockResolvedValue(mockSpendData);
     mockTeamDailyActivityCall.mockResolvedValue(mockSpendData);
+    mockOrganizationDailyActivityCall.mockResolvedValue(mockSpendData);
   });
 
   it("should render with tag entity type and display spend metrics", async () => {
@@ -164,6 +167,19 @@ describe("EntityUsage", () => {
     });
   });
 
+  it("should render with organization entity type and call organization API", async () => {
+    const { getByText, getAllByText } = render(<EntityUsage {...defaultProps} entityType="organization" />);
+
+    await waitFor(() => {
+      expect(mockOrganizationDailyActivityCall).toHaveBeenCalled();
+    });
+
+    expect(getByText("Organization Spend Overview")).toBeInTheDocument();
+
+    const spendElements = getAllByText("$100.50");
+    expect(spendElements.length).toBeGreaterThan(0);
+  });
+
   it("should switch between tabs", async () => {
     render(<EntityUsage {...defaultProps} />);
 
diff --git a/ui/litellm-dashboard/src/components/entity_usage.tsx b/ui/litellm-dashboard/src/components/entity_usage.tsx
index fc1d03a3729..a5789b7dbac 100644
--- a/ui/litellm-dashboard/src/components/entity_usage.tsx
+++ b/ui/litellm-dashboard/src/components/entity_usage.tsx
@@ -23,7 +23,7 @@ import {
 } from "@tremor/react";
 import { ActivityMetrics, processActivityData } from "./activity_metrics";
 import { DailyData, BreakdownMetrics, KeyMetricWithMetadata, EntityMetricWithMetadata, TagUsage } from "./usage/types";
-import { tagDailyActivityCall, teamDailyActivityCall } from "./networking";
+import { organizationDailyActivityCall, tagDailyActivityCall, teamDailyActivityCall } from "./networking";
 import TopKeyView from "./top_key_view";
 import { formatNumberWithCommas } from "@/utils/dataUtils";
 import { valueFormatterSpend } from "./usage/utils/value_formatters";
@@ -68,7 +68,7 @@ export interface EntityList {
 
 interface EntityUsageProps {
   accessToken: string | null;
-  entityType: "tag" | "team";
+  entityType: "tag" | "team" | "organization";
   entityId?: string | null;
   userID: string | null;
   userRole: string | null;
@@ -126,6 +126,15 @@ const EntityUsage: React.FC<EntityUsageProps> = ({
         selectedTags.length > 0 ? selectedTags : null,
       );
       setSpendData(data);
+    } else if (entityType === "organization") {
+      const data = await organizationDailyActivityCall(
+        accessToken,
+        startTime,
+        endTime,
+        1,
+        selectedTags.length > 0 ? selectedTags : null,
+      );
+      setSpendData(data);
     } else {
       throw new Error("Invalid entity type");
     }
@@ -325,6 +334,16 @@ const EntityUsage: React.FC<EntityUsageProps> = ({
     }));
   };
 
+  const getFilterLabel = (entityType: string) => {
+    return `Filter by ${entityType}`;
+  };
+
+  const getFilterPlaceholder = (entityType: string) => {
+    return `Select ${entityType} to filter...`;
+  };
+
+  const capitalizedEntityLabel = entityType.charAt(0).toUpperCase() + entityType.slice(1);
+
   return (
     <div style={{ width: "100%" }} className="relative">
       <UsageExportHeader
@@ -332,8 +351,8 @@ const EntityUsage: React.FC<EntityUsageProps> = ({
         entityType={entityType}
         spendData={spendData}
         showFilters={entityList !== null && entityList.length > 0}
-        filterLabel={`Filter by ${entityType === "tag" ? "Tags" : "Teams"}`}
-        filterPlaceholder={`Select ${entityType === "tag" ? "tags" : "teams"} to filter...`}
+        filterLabel={getFilterLabel(entityType)}
+        filterPlaceholder={getFilterPlaceholder(entityType)}
         selectedFilters={selectedTags}
         onFiltersChange={setSelectedTags}
         filterOptions={getAllTags() || undefined}
@@ -350,7 +369,7 @@ const EntityUsage: React.FC<EntityUsageProps> = ({
               {/* Total Spend Card */}
               <Col numColSpan={2}>
                 <Card>
-                  <Title>{entityType === "tag" ? "Tag" : "Team"} Spend Overview</Title>
+                  <Title>{capitalizedEntityLabel} Spend Overview</Title>
                   <Grid numItems={5} className="gap-4 mt-4">
                     <Card>
                       <Title>Total Spend</Title>
@@ -413,10 +432,10 @@ const EntityUsage: React.FC<EntityUsageProps> = ({
                           <p className="text-gray-600">Failed: {data.metrics.failed_requests}</p>
                           <p className="text-gray-600">Total Tokens: {data.metrics.total_tokens}</p>
                           <p className="text-gray-600">
-                            {entityType === "tag" ? "Total Tags" : "Total Teams"}: {entityCount}
+                            Total {capitalizedEntityLabel}s: {entityCount}
                           </p>
                           <div className="mt-2 border-t pt-2">
-                            <p className="font-semibold">Spend by {entityType === "tag" ? "Tag" : "Team"}:</p>
+                            <p className="font-semibold">Spend by {capitalizedEntityLabel}:</p>
                             {Object.entries(data.breakdown.entities || {})
                               .sort(([, a], [, b]) => {
                                 const spendA = (a as EntityMetrics).metrics.spend;
@@ -449,10 +468,10 @@ const EntityUsage: React.FC<EntityUsageProps> = ({
                 <Card>
                   <div className="flex flex-col space-y-4">
                     <div className="flex flex-col space-y-2">
-                      <Title>Spend Per {entityType === "tag" ? "Tag" : "Team"}</Title>
+                      <Title>Spend Per {capitalizedEntityLabel}</Title>
                       <Subtitle className="text-xs">Showing Top 5 by Spend</Subtitle>
                       <div className="flex items-center text-sm text-gray-500">
-                        <span>Get Started by Tracking cost per {entityType} </span>
+                        <span>Get Started by Tracking cost per {capitalizedEntityLabel} </span>
                         <a
                           href="https://docs.litellm.ai/docs/proxy/enterprise#spend-tracking"
                           className="text-blue-500 hover:text-blue-700 ml-1"
@@ -496,7 +515,7 @@ const EntityUsage: React.FC<EntityUsageProps> = ({
                           <Table>
                             <TableHead>
                               <TableRow>
-                                <TableHeaderCell>{entityType === "tag" ? "Tag" : "Team"}</TableHeaderCell>
+                                <TableHeaderCell>{capitalizedEntityLabel}</TableHeaderCell>
                                 <TableHeaderCell>Spend</TableHeaderCell>
                                 <TableHeaderCell className="text-green-600">Successful</TableHeaderCell>
                                 <TableHeaderCell className="text-red-600">Failed</TableHeaderCell>
diff --git a/ui/litellm-dashboard/src/components/networking.tsx b/ui/litellm-dashboard/src/components/networking.tsx
index 87c8563e467..14763930aaf 100644
--- a/ui/litellm-dashboard/src/components/networking.tsx
+++ b/ui/litellm-dashboard/src/components/networking.tsx
@@ -143,7 +143,7 @@ export interface ListPromptsResponse {
 }
 
 export interface Organization {
-  organization_id: string | null;
+  organization_id: string;
   organization_alias: string;
   budget_id: string;
   metadata: Record<string, any>;
@@ -1570,21 +1570,70 @@ export const transformRequestCall = async (accessToken: string, request: object)
   }
 };
 
-export const userDailyActivityCall = async (accessToken: string, startTime: Date, endTime: Date, page: number = 1) => {
-  /**
-   * Get daily user activity on proxy
-   */
-  try {
-    let url = proxyBaseUrl ? `${proxyBaseUrl}/user/daily/activity` : `/user/daily/activity`;
-    const queryParams = new URLSearchParams();
-    queryParams.append("start_date", formatDate(startTime));
-    queryParams.append("end_date", formatDate(endTime));
-    queryParams.append("page_size", "1000");
-    queryParams.append("page", page.toString());
-    const queryString = queryParams.toString();
-    if (queryString) {
-      url += `?${queryString}`;
+type DailyActivityQueryValue = string | number | string[] | null | undefined;
+
+const DEFAULT_DAILY_ACTIVITY_PAGE_SIZE = "1000";
+
+const appendDailyActivityQueryParam = (params: URLSearchParams, key: string, value: DailyActivityQueryValue) => {
+  if (value === null || value === undefined) {
+    return;
+  }
+
+  if (Array.isArray(value)) {
+    if (value.length > 0) {
+      params.append(key, value.join(","));
     }
+    return;
+  }
+
+  params.append(key, `${value}`);
+};
+
+const buildDailyActivityUrl = (
+  endpoint: string,
+  startTime: Date,
+  endTime: Date,
+  page: number,
+  extraQueryParams?: Record<string, DailyActivityQueryValue>,
+) => {
+  const resolvedEndpoint = endpoint.startsWith("/") ? endpoint : `/${endpoint}`;
+  const baseUrl = proxyBaseUrl ? `${proxyBaseUrl}${resolvedEndpoint}` : resolvedEndpoint;
+
+  const params = new URLSearchParams();
+  params.append("start_date", formatDate(startTime));
+  params.append("end_date", formatDate(endTime));
+  params.append("page_size", DEFAULT_DAILY_ACTIVITY_PAGE_SIZE);
+  params.append("page", page.toString());
+
+  if (extraQueryParams) {
+    Object.entries(extraQueryParams).forEach(([key, value]) => {
+      appendDailyActivityQueryParam(params, key, value);
+    });
+  }
+
+  const queryString = params.toString();
+  return queryString ? `${baseUrl}?${queryString}` : baseUrl;
+};
+
+type DailyActivityCallOptions = {
+  accessToken: string;
+  endpoint: string;
+  startTime: Date;
+  endTime: Date;
+  page?: number;
+  extraQueryParams?: Record<string, DailyActivityQueryValue>;
+};
+
+const fetchDailyActivity = async ({
+  accessToken,
+  endpoint,
+  startTime,
+  endTime,
+  page = 1,
+  extraQueryParams,
+}: DailyActivityCallOptions) => {
+  try {
+    const url = buildDailyActivityUrl(endpoint, startTime, endTime, page, extraQueryParams);
 
     const response = await fetch(url, {
       method: "GET",
@@ -1604,11 +1653,24 @@ export const userDailyActivityCall = async (accessToken: string, startTime: Date
     const data = await response.json();
     return data;
   } catch (error) {
-    console.error("Failed to create key:", error);
+    console.error(`Failed to fetch daily activity (${endpoint}):`, error);
     throw error;
   }
 };
 
+export const userDailyActivityCall = async (accessToken: string, startTime: Date, endTime: Date, page: number = 1) => {
+  /**
+   * Get daily user activity on proxy
+   */
+  return fetchDailyActivity({
+    accessToken,
+    endpoint: "/user/daily/activity",
+    startTime,
+    endTime,
+    page,
+  });
+};
+
 export const tagDailyActivityCall = async (
   accessToken: string,
   startTime: Date,
@@ -1619,42 +1681,16 @@ export const tagDailyActivityCall = async (
   /**
    * Get daily user activity on proxy
    */
-  try {
-    let url = proxyBaseUrl ? `${proxyBaseUrl}/tag/daily/activity` : `/tag/daily/activity`;
-    const queryParams = new URLSearchParams();
-    queryParams.append("start_date", formatDate(startTime));
-    queryParams.append("end_date", formatDate(endTime));
-    queryParams.append("page_size", "1000");
-    queryParams.append("page", page.toString());
-    if (tags) {
-      queryParams.append("tags", tags.join(","));
-    }
-    const queryString = queryParams.toString();
-    if (queryString) {
-      url += `?${queryString}`;
-    }
-
-    const response = await fetch(url, {
-      method: "GET",
-      headers: {
-        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
-        "Content-Type": "application/json",
-      },
-    });
-
-    if (!response.ok) {
-      const errorData = await response.json();
-      const errorMessage = deriveErrorMessage(errorData);
-      handleError(errorMessage);
-      throw new Error(errorMessage);
-    }
-
-    const data = await response.json();
-    return data;
-  } catch (error) {
-    console.error("Failed to create key:", error);
-    throw error;
-  }
+  return fetchDailyActivity({
+    accessToken,
+    endpoint: "/tag/daily/activity",
+    startTime,
+    endTime,
+    page,
+    extraQueryParams: {
+      tags,
+    },
+  });
 };
 
 export const teamDailyActivityCall = async (
@@ -1667,43 +1703,36 @@ export const teamDailyActivityCall = async (
   /**
    * Get daily user activity on proxy
    */
-  try {
-    let url = proxyBaseUrl ? `${proxyBaseUrl}/team/daily/activity` : `/team/daily/activity`;
-    const queryParams = new URLSearchParams();
-    queryParams.append("start_date", formatDate(startTime));
-    queryParams.append("end_date", formatDate(endTime));
-    queryParams.append("page_size", "1000");
-    queryParams.append("page", page.toString());
-    if (teamIds) {
-      queryParams.append("team_ids", teamIds.join(","));
-    }
-    queryParams.append("exclude_team_ids", "litellm-dashboard");
-    const queryString = queryParams.toString();
-    if (queryString) {
-      url += `?${queryString}`;
-    }
+  return fetchDailyActivity({
+    accessToken,
+    endpoint: "/team/daily/activity",
+    startTime,
+    endTime,
+    page,
+    extraQueryParams: {
+      team_ids: teamIds,
+      exclude_team_ids: "litellm-dashboard",
+    },
+  });
+};
 
-    const response = await fetch(url, {
-      method: "GET",
-      headers: {
-        [globalLitellmHeaderName]: `Bearer ${accessToken}`,
-        "Content-Type": "application/json",
-      },
-    });
-
-    if (!response.ok) {
-      const errorData = await response.json();
-      const errorMessage = deriveErrorMessage(errorData);
-      handleError(errorMessage);
-      throw new Error(errorMessage);
-    }
-
-    const data = await response.json();
-    return data;
-  } catch (error) {
-    console.error("Failed to create key:", error);
-    throw error;
-  }
+export const organizationDailyActivityCall = async (
+  accessToken: string,
+  startTime: Date,
+  endTime: Date,
+  page: number = 1,
+  organizationIds: string[] | null = null,
+) => {
+  return fetchDailyActivity({
+    accessToken,
+    endpoint: "/organization/daily/activity",
+    startTime,
+    endTime,
+    page,
+    extraQueryParams: {
+      organization_ids: organizationIds,
+    },
+  });
 };
 
 export const getTotalSpendCall = async (accessToken: string) => {
diff --git a/ui/litellm-dashboard/src/components/new_usage.test.tsx b/ui/litellm-dashboard/src/components/new_usage.test.tsx
index 6c426401c54..a4969124f1f 100644
--- a/ui/litellm-dashboard/src/components/new_usage.test.tsx
+++ b/ui/litellm-dashboard/src/components/new_usage.test.tsx
@@ -1,6 +1,7 @@
 import { render, screen, fireEvent, waitFor } from "@testing-library/react";
 import { describe, it, expect, vi, beforeEach, beforeAll } from "vitest";
 import NewUsagePage from "./new_usage";
+import type { Organization } from "./networking";
 import * as networking from "./networking";
 
 // Polyfill ResizeObserver for test environment
@@ -153,6 +154,26 @@ describe("NewUsage", () => {
     },
   };
 
+  const mockOrganizations: Organization[] = [
+    {
+      organization_id: "org-123",
+      organization_alias: "Acme Org",
+      budget_id: "budget-1",
+      metadata: {},
+      models: [],
+      spend: 0,
+      model_spend: {},
+      created_at: "2025-01-01T00:00:00Z",
+      created_by: "user-123",
+      updated_at: "2025-01-02T00:00:00Z",
+      updated_by: "user-123",
+      litellm_budget_table: null,
+      teams: null,
+      users: null,
+      members: null,
+    },
+  ];
+
   const defaultProps = {
     accessToken: "test-token",
     userRole: "Admin",
@@ -175,6 +196,7 @@ describe("NewUsage", () => {
         members_with_roles: [],
       },
     ],
+    organizations: [],
     premiumUser: true,
   };
 
@@ -250,4 +272,21 @@ describe("NewUsage", () => {
       expect(entityUsageElements.length).toBeGreaterThan(0);
     });
   });
+
+  it("should show organization usage banner and tab for admins", async () => {
+    const { getByText, getAllByText } = render(<NewUsagePage {...defaultProps} organizations={mockOrganizations} />);
+
+    await waitFor(() => {
+      expect(mockUserDailyActivityAggregatedCall).toHaveBeenCalled();
+    });
+
+    const organizationTab = getByText("Organization Usage");
+    fireEvent.click(organizationTab);
+
+    await waitFor(() => {
+      expect(getByText("Organization usage is a new feature.")).toBeInTheDocument();
+      const entityUsageElements = getAllByText("Entity Usage");
+      expect(entityUsageElements.length).toBeGreaterThan(0);
+    });
+  });
 });
diff --git a/ui/litellm-dashboard/src/components/new_usage.tsx b/ui/litellm-dashboard/src/components/new_usage.tsx
index 95d721ce9ba..4794a7f091d 100644
--- a/ui/litellm-dashboard/src/components/new_usage.tsx
+++ b/ui/litellm-dashboard/src/components/new_usage.tsx
@@ -6,58 +6,66 @@
  * Works at 1m+ spend logs, by querying an aggregate table instead.
  */
 
-import React, { useState, useEffect, useMemo, useCallback } from "react";
 import {
   BarChart,
   Card,
-  Title,
-  Text,
-  Grid,
   Col,
-  TabGroup,
-  TabList,
-  Tab,
-  TabPanel,
-  TabPanels,
+  DateRangePickerValue,
   DonutChart,
+  Grid,
+  Tab,
+  TabGroup,
   Table,
-  TableHead,
-  TableRow,
-  TableHeaderCell,
   TableBody,
   TableCell,
-  DateRangePickerValue,
+  TableHead,
+  TableHeaderCell,
+  TableRow,
+  TabList,
+  TabPanel,
+  TabPanels,
+  Text,
+  Title,
 } from "@tremor/react";
+import React, { useCallback, useEffect, useMemo, useState } from "react";
+import { Alert } from "antd";
 
-import { userDailyActivityCall, userDailyActivityAggregatedCall, tagListCall } from "./networking";
-import { Tag } from "./tag_management/types";
-import ViewUserSpend from "./view_user_spend";
-import TopKeyView from "./top_key_view";
-import { ActivityMetrics, processActivityData } from "./activity_metrics";
-import UserAgentActivity from "./user_agent_activity";
-import { DailyData, MetricWithMetadata, KeyMetricWithMetadata } from "./usage/types";
-import EntityUsage from "./entity_usage";
-import { all_admin_roles } from "../utils/roles";
-import { Team } from "./key_team_helpers/key_list";
-import { EntityList } from "./entity_usage";
 import { formatNumberWithCommas } from "@/utils/dataUtils";
-import { valueFormatterSpend } from "./usage/utils/value_formatters";
-import CloudZeroExportModal from "./cloudzero_export_modal";
-import { ChartLoader } from "./shared/chart_loader";
-import { getProviderLogoAndName } from "./provider_info_helpers";
-import EntityUsageExportModal from "./EntityUsageExport";
-import AdvancedDatePicker from "./shared/advanced_date_picker";
 import { Button } from "@tremor/react";
+import { all_admin_roles } from "../utils/roles";
+import { ActivityMetrics, processActivityData } from "./activity_metrics";
+import CloudZeroExportModal from "./cloudzero_export_modal";
+import EntityUsage, { EntityList } from "./entity_usage";
+import EntityUsageExportModal from "./EntityUsageExport";
+import { Team } from "./key_team_helpers/key_list";
+import { Organization, tagListCall, userDailyActivityAggregatedCall, userDailyActivityCall } from "./networking";
+import { getProviderLogoAndName } from "./provider_info_helpers";
+import AdvancedDatePicker from "./shared/advanced_date_picker";
+import { ChartLoader } from "./shared/chart_loader";
+import { Tag } from "./tag_management/types";
+import TopKeyView from "./top_key_view";
+import { DailyData, KeyMetricWithMetadata, MetricWithMetadata } from "./usage/types";
+import { valueFormatterSpend } from "./usage/utils/value_formatters";
+import UserAgentActivity from "./user_agent_activity";
+import ViewUserSpend from "./view_user_spend";
 
 interface NewUsagePageProps {
   accessToken: string | null;
   userRole: string | null;
   userID: string | null;
   teams: Team[];
+  organizations: Organization[];
   premiumUser: boolean;
 }
 
-const NewUsagePage: React.FC<NewUsagePageProps> = ({ accessToken, userRole, userID, teams, premiumUser }) => {
+const NewUsagePage: React.FC<NewUsagePageProps> = ({
+  accessToken,
+  userRole,
+  userID,
+  teams,
+  organizations,
+  premiumUser,
+}) => {
   const [userSpendData, setUserSpendData] = useState<{
     results: DailyData[];
     metadata: any;
@@ -81,6 +89,7 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({ accessToken, userRole, user
   const [modelViewType, setModelViewType] = useState<"groups" | "individual">("groups");
   const [isCloudZeroModalOpen, setIsCloudZeroModalOpen] = useState(false);
   const [isGlobalExportModalOpen, setIsGlobalExportModalOpen] = useState(false);
+  const [showOrganizationBanner, setShowOrganizationBanner] = useState(true);
 
   const getAllTags = async () => {
     if (!accessToken) {
@@ -415,6 +424,11 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({ accessToken, userRole, user
             <div className="flex items-end justify-start gap-6 mb-6">
               <TabList variant="solid">
                 {all_admin_roles.includes(userRole || "") ? <Tab>Global Usage</Tab> : <Tab>Your Usage</Tab>}
+                {all_admin_roles.includes(userRole || "") ? (
+                  <Tab>Organization Usage</Tab>
+                ) : (
+                  <Tab>Your Organization Usage</Tab>
+                )}
                 <Tab>Team Usage</Tab>
                 {all_admin_roles.includes(userRole || "") ? <Tab>Tag Usage</Tab> : <></>}
                 {all_admin_roles.includes(userRole || "") ? <Tab>User Agent Activity</Tab> : <></>}
@@ -737,6 +751,35 @@ const NewUsagePage: React.FC<NewUsagePageProps> = ({ accessToken, userRole, user
                 </TabGroup>
               </TabPanel>
 
+              {/* Organization Usage Panel */}
+              <TabPanel>
+                {showOrganizationBanner && (
+                  <Alert
+                    banner
+                    type="info"
+                    message="Organization usage is a new feature."
+                    description="Spend is tracked from feature launch and previous data isn't backfilled, so only future usage appears here."
+                    closable
+                    onClose={() => setShowOrganizationBanner(false)}
+                    className="mb-5"
+                  />
+                )}
+                <EntityUsage
+                  accessToken={accessToken}
+                  entityType="organization"
+                  userID={userID}
+                  userRole={userRole}
+                  dateValue={dateValue}
+                  entityList={
+                    organizations?.map((organization) => ({
+                      label: organization.organization_alias,
+                      value: organization.organization_id,
+                    })) || null
+                  }
+                  premiumUser={premiumUser}
+                />
+              </TabPanel>
+
               {/* Team Usage Panel */}
               <TabPanel>
                 <EntityUsage

From d4bc1cf23d9f1d3c8f4ebbec1a1581e32513e856 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 27 Nov 2025 16:38:37 +0530
Subject: [PATCH 02/37] Respect custom llm provider in header

---
 litellm/proxy/batches_endpoints/endpoints.py  |  6 +-
 .../test_openai_batches_endpoint.py           | 86 ++++++++++++++++++-
 2 files changed, 89 insertions(+), 3 deletions(-)

diff --git a/litellm/proxy/batches_endpoints/endpoints.py b/litellm/proxy/batches_endpoints/endpoints.py
index 98492bcc2d6..03b9ac3deaa 100644
--- a/litellm/proxy/batches_endpoints/endpoints.py
+++ b/litellm/proxy/batches_endpoints/endpoints.py
@@ -31,7 +31,6 @@ from litellm.proxy.openai_files_endpoints.common_utils import (
     get_original_file_id,
     prepare_data_with_credentials,
 )
-
 from litellm.proxy.utils import handle_exception_on_proxy, is_known_model
 from litellm.types.llms.openai import LiteLLMBatchCreateRequest
 
@@ -112,7 +111,10 @@ async def create_batch(  # noqa: PLR0915
             is_router_model = is_known_model(model=router_model, llm_router=llm_router)
 
         custom_llm_provider = (
-            provider or data.pop("custom_llm_provider", None) or "openai"
+            provider
+            or data.pop("custom_llm_provider", None)
+            or get_custom_llm_provider_from_request_headers(request=request)
+            or "openai"
         )
         _create_batch_data = LiteLLMBatchCreateRequest(**data)
         input_file_id = _create_batch_data.get("input_file_id", None)
diff --git a/tests/openai_endpoints_tests/test_openai_batches_endpoint.py b/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
index 5a84900f87e..be931f2f4be 100644
--- a/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
+++ b/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
@@ -5,12 +5,13 @@ import asyncio
 import aiohttp, openai
 from openai import OpenAI, AsyncOpenAI
 from typing import Optional, List, Union
-from test_openai_files_endpoints import upload_file, delete_file
 import os
 import sys
 import time
 from unittest.mock import patch, MagicMock, AsyncMock
 
+from litellm.proxy.batches_endpoints.endpoints import create_batch
+
 
 BASE_URL = "http://localhost:4000"  # Replace with your actual base URL
 API_KEY = "sk-1234"  # Replace with your actual API key
@@ -222,6 +223,89 @@ def test_vertex_batches_endpoint():
     pass
 
 
+@pytest.mark.asyncio
+async def test_create_batch_respects_custom_llm_provider_header():
+    request_body = {
+        "input_file_id": "file-batch-123",
+        "endpoint": "/v1/chat/completions",
+        "completion_window": "24h",
+    }
+
+    response_object = MagicMock()
+    response_object._hidden_params = {}
+    response_object.id = "batch-id"
+    response_object.input_file_id = request_body["input_file_id"]
+
+    mock_user_api_key_dict = MagicMock(
+        tpm_limit=0,
+        rpm_limit=0,
+        max_budget=0,
+        spend=0,
+        allowed_model_region="",
+    )
+    mock_user_api_key_dict.metadata = {}
+
+    request = MagicMock()
+    request.headers = {"custom-llm-provider": "vertex_ai"}
+    request.query_params = {}
+    request.method = "POST"
+
+    fastapi_response = MagicMock()
+    fastapi_response.headers = {}
+
+    logging_obj = MagicMock()
+
+    mock_proxy_logging_obj = MagicMock()
+    mock_proxy_logging_obj.post_call_success_hook = AsyncMock(
+        return_value=response_object
+    )
+    mock_proxy_logging_obj.post_call_failure_hook = AsyncMock()
+    mock_proxy_logging_obj.update_request_status = AsyncMock()
+
+    with patch(
+        "litellm.proxy.batches_endpoints.endpoints._read_request_body",
+        new_callable=AsyncMock,
+    ) as mock_read_body, patch(
+        "litellm.proxy.batches_endpoints.endpoints.ProxyBaseLLMRequestProcessing.common_processing_pre_call_logic",
+        new_callable=AsyncMock,
+    ) as mock_common_processing, patch(
+        "litellm.proxy.batches_endpoints.endpoints.litellm.acreate_batch",
+        new_callable=AsyncMock,
+    ) as mock_acreate_batch, patch(
+        "litellm.proxy.proxy_server.general_settings",
+        new={},
+    ), patch(
+        "litellm.proxy.proxy_server.proxy_config",
+        new={},
+    ), patch(
+        "litellm.proxy.proxy_server.version",
+        new="test-version",
+    ), patch(
+        "litellm.proxy.proxy_server.llm_router",
+        new=None,
+    ), patch(
+        "litellm.proxy.proxy_server.proxy_logging_obj",
+        new=mock_proxy_logging_obj,
+    ), patch(
+        "litellm.proxy.batches_endpoints.endpoints.asyncio.create_task",
+        new=lambda coro: asyncio.ensure_future(coro),
+    ):
+        mock_read_body.return_value = dict(request_body)
+        mock_common_processing.return_value = (dict(request_body), logging_obj)
+        mock_acreate_batch.return_value = response_object
+
+        response = await create_batch(
+            request=request,
+            fastapi_response=fastapi_response,
+            user_api_key_dict=mock_user_api_key_dict,
+        )
+
+    mock_acreate_batch.assert_awaited_once()
+    called_kwargs = mock_acreate_batch.call_args.kwargs
+    assert called_kwargs["custom_llm_provider"] == "vertex_ai"
+    assert response is response_object
+
+
 @pytest.mark.skip(reason="Local only test to verify if things work well")
 @pytest.mark.asyncio
 async def test_list_batches_with_target_model_names():

From 5fc950ec056408a1f16594c3361c5dba3f238a0e Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 27 Nov 2025 19:47:54 +0530
Subject: [PATCH 03/37] migrate anthropic provider to azure ai provider

---
 .../docs/providers/azure/azure_anthropic.md   |  18 +-
 litellm/__init__.py                           |   2 +-
 .../get_llm_provider_logic.py                 |  22 +-
 .../{azure => azure_ai}/anthropic/__init__.py |   0
 .../{azure => azure_ai}/anthropic/handler.py  |  17 +-
 .../anthropic/messages_transformation.py      |   0
 .../anthropic/transformation.py               |  28 ++-
 litellm/main.py                               | 203 ++++++++----------
 ...odel_prices_and_context_window_backup.json |   6 +-
 litellm/types/utils.py                        |   1 -
 litellm/utils.py                              |   8 -
 model_prices_and_context_window.json          |   6 +-
 .../test_azure_anthropic_provider_config.py   |  59 -----
 .../test_azure_anthropic_provider_routing.py  |  82 -------
 .../claude}/test_azure_anthropic_handler.py   |   8 +-
 ...azure_anthropic_messages_transformation.py |   2 +-
 .../test_azure_anthropic_provider_routing.py  |  56 +++++
 .../test_azure_anthropic_transformation.py    |   6 +-
 18 files changed, 214 insertions(+), 310 deletions(-)
 rename litellm/llms/{azure => azure_ai}/anthropic/__init__.py (100%)
 rename litellm/llms/{azure => azure_ai}/anthropic/handler.py (93%)
 rename litellm/llms/{azure => azure_ai}/anthropic/messages_transformation.py (100%)
 rename litellm/llms/{azure => azure_ai}/anthropic/transformation.py (82%)
 delete mode 100644 tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_provider_config.py
 delete mode 100644 tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_provider_routing.py
 rename tests/test_litellm/llms/{azure/anthropic => azure_ai/claude}/test_azure_anthropic_handler.py (96%)
 rename tests/test_litellm/llms/{azure/anthropic => azure_ai/claude}/test_azure_anthropic_messages_transformation.py (99%)
 create mode 100644 tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_provider_routing.py
 rename tests/test_litellm/llms/{azure/anthropic => azure_ai/claude}/test_azure_anthropic_transformation.py (97%)

diff --git a/docs/my-website/docs/providers/azure/azure_anthropic.md b/docs/my-website/docs/providers/azure/azure_anthropic.md
index 771912646b5..4c722b30397 100644
--- a/docs/my-website/docs/providers/azure/azure_anthropic.md
+++ b/docs/my-website/docs/providers/azure/azure_anthropic.md
@@ -16,7 +16,7 @@ Azure Foundry supports the following Claude models:
 | Property | Details |
 |-------|-------|
 | Description | Claude models deployed via Microsoft Azure Foundry. Uses the same API as Anthropic's Messages API but with Azure authentication. |
-| Provider Route on LiteLLM | `azure/` (add this prefix to Claude model names - e.g. `azure/claude-sonnet-4-5`) |
+| Provider Route on LiteLLM | `azure_ai/` (add this prefix to Claude model names - e.g. `azure_ai/claude-sonnet-4-5`) |
 | Provider Doc | [Azure Foundry Claude Models ↗](https://learn.microsoft.com/en-us/azure/ai-services/foundry-models/claude) |
 | API Endpoint | `https://<resource-name>.services.ai.azure.com/anthropic/v1/messages` |
 | Supported Endpoints | `/chat/completions`, `/anthropic/v1/messages`|
@@ -68,7 +68,7 @@ os.environ["AZURE_API_BASE"] = "https://<resource-name>.services.ai.azure.com/an
 
 # Make a completion request
 response = completion(
-    model="azure/claude-sonnet-4-5",
+    model="azure_ai/claude-sonnet-4-5",
     messages=[
         {"role": "user", "content": "What are 3 things to visit in Seattle?"}
     ],
@@ -85,7 +85,7 @@ print(response)
 import litellm
 
 response = litellm.completion(
-    model="azure/claude-sonnet-4-5",
+    model="azure_ai/claude-sonnet-4-5",
     api_base="https://<resource-name>.services.ai.azure.com/anthropic",
     api_key="your-azure-api-key",
     messages=[
@@ -101,7 +101,7 @@ response = litellm.completion(
 import litellm
 
 response = litellm.completion(
-    model="azure/claude-sonnet-4-5",
+    model="azure_ai/claude-sonnet-4-5",
     api_base="https://<resource-name>.services.ai.azure.com/anthropic",
     azure_ad_token="your-azure-ad-token",
     messages=[
@@ -117,7 +117,7 @@ response = litellm.completion(
 from litellm import completion
 
 response = completion(
-    model="azure/claude-sonnet-4-5",
+    model="azure_ai/claude-sonnet-4-5",
     messages=[
         {"role": "user", "content": "Write a short story"}
     ],
@@ -136,7 +136,7 @@ for chunk in response:
 from litellm import completion
 
 response = completion(
-    model="azure/claude-sonnet-4-5",
+    model="azure_ai/claude-sonnet-4-5",
     messages=[
         {"role": "user", "content": "What's the weather in Seattle?"}
     ],
@@ -181,7 +181,7 @@ export AZURE_API_BASE="https://<resource-name>.services.ai.azure.com/anthropic"
 model_list:
   - model_name: claude-sonnet-4-5
     litellm_params:
-      model: azure/claude-sonnet-4-5
+      model: azure_ai/claude-sonnet-4-5
       api_base: https://<resource-name>.services.ai.azure.com/anthropic
       api_key: os.environ/AZURE_API_KEY
 ```
@@ -331,7 +331,7 @@ os.environ["AZURE_API_BASE"] = "https://my-resource.services.ai.azure.com/anthro
 
 # Make a request
 response = completion(
-    model="azure/claude-sonnet-4-5",
+    model="azure_ai/claude-sonnet-4-5",
     messages=[
         {"role": "system", "content": "You are a helpful assistant."},
         {"role": "user", "content": "Explain quantum computing in simple terms."}
@@ -358,7 +358,7 @@ Or pass it directly:
 
 ```python
 response = completion(
-    model="azure/claude-sonnet-4-5",
+    model="azure_ai/claude-sonnet-4-5",
     api_base="https://<resource-name>.services.ai.azure.com/anthropic",
     # ...
 )
diff --git a/litellm/__init__.py b/litellm/__init__.py
index 71be5113e2d..2b48f62ab4b 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -1120,7 +1120,7 @@ from .llms.openrouter.chat.transformation import OpenrouterConfig
 from .llms.datarobot.chat.transformation import DataRobotConfig
 from .llms.anthropic.chat.transformation import AnthropicConfig
 from .llms.anthropic.common_utils import AnthropicModelInfo
-from .llms.azure.anthropic.transformation import AzureAnthropicConfig
+from .llms.azure_ai.anthropic.transformation import AzureAnthropicConfig
 from .llms.groq.stt.transformation import GroqSTTConfig
 from .llms.anthropic.completion.transformation import AnthropicTextConfig
 from .llms.triton.completion.transformation import TritonConfig
diff --git a/litellm/litellm_core_utils/get_llm_provider_logic.py b/litellm/litellm_core_utils/get_llm_provider_logic.py
index 1efea63beb7..1460ac37ceb 100644
--- a/litellm/litellm_core_utils/get_llm_provider_logic.py
+++ b/litellm/litellm_core_utils/get_llm_provider_logic.py
@@ -22,17 +22,16 @@ def _is_non_openai_azure_model(model: str) -> bool:
     return False
 
 
-def _is_azure_anthropic_model(model: str) -> Optional[str]:
+def _is_azure_claude_model(model: str) -> bool:
+    """
+    Check if a model name contains 'claude' (case-insensitive).
+    Used to detect Claude models that need Anthropic-specific handling.
+    """
     try:
-        model_parts = model.split("/", 1)
-        if len(model_parts) > 1:
-            model_name = model_parts[1].lower()
-            # Check if model name contains claude
-            if "claude" in model_name or model_name.startswith("claude"):
-                return model_parts[1]  # Return model name without "azure/" prefix
+        model_lower = model.lower()
+        return "claude" in model_lower or model_lower.startswith("claude")
     except Exception:
-        pass
-    return None
+        return False
 
 
 def handle_cohere_chat_model_custom_llm_provider(
@@ -136,11 +135,6 @@ def get_llm_provider(  # noqa: PLR0915
         # AZURE AI-Studio Logic - Azure AI Studio supports AZURE/Cohere
         # If User passes azure/command-r-plus -> we should send it to cohere_chat/command-r-plus
         if model.split("/", 1)[0] == "azure":
-            # Check if it's an Azure Anthropic model (claude models)
-            azure_anthropic_model = _is_azure_anthropic_model(model)
-            if azure_anthropic_model:
-                custom_llm_provider = "azure_anthropic"
-                return azure_anthropic_model, custom_llm_provider, dynamic_api_key, api_base
             if _is_non_openai_azure_model(model):
                 custom_llm_provider = "openai"
                 return model, custom_llm_provider, dynamic_api_key, api_base
diff --git a/litellm/llms/azure/anthropic/__init__.py b/litellm/llms/azure_ai/anthropic/__init__.py
similarity index 100%
rename from litellm/llms/azure/anthropic/__init__.py
rename to litellm/llms/azure_ai/anthropic/__init__.py
diff --git a/litellm/llms/azure/anthropic/handler.py b/litellm/llms/azure_ai/anthropic/handler.py
similarity index 93%
rename from litellm/llms/azure/anthropic/handler.py
rename to litellm/llms/azure_ai/anthropic/handler.py
index cf4765190c2..134e90af1c4 100644
--- a/litellm/llms/azure/anthropic/handler.py
+++ b/litellm/llms/azure_ai/anthropic/handler.py
@@ -64,8 +64,10 @@ class AzureAnthropicChatCompletion(AnthropicChatCompletion):
         _is_function_call = False
         messages = copy.deepcopy(messages)
 
-        # Use AzureAnthropicConfig instead of AnthropicConfig
-        headers = AzureAnthropicConfig().validate_environment(
+        # Use AzureAnthropicConfig for both azure_anthropic and azure_ai Claude models
+        config = AzureAnthropicConfig()
+        
+        headers = config.validate_environment(
             api_key=api_key,
             headers=headers,
             model=model,
@@ -74,15 +76,6 @@ class AzureAnthropicChatCompletion(AnthropicChatCompletion):
             litellm_params=litellm_params,
         )
 
-        config = ProviderConfigManager.get_provider_chat_config(
-            model=model,
-            provider=litellm.types.utils.LlmProviders(custom_llm_provider),
-        )
-        if config is None:
-            raise ValueError(
-                f"Provider config not found for model: {model} and provider: {custom_llm_provider}"
-            )
-
         data = config.transform_request(
             model=model,
             messages=messages,
@@ -183,7 +176,7 @@ class AzureAnthropicChatCompletion(AnthropicChatCompletion):
                 return CustomStreamWrapper(
                     completion_stream=completion_stream,
                     model=model,
-                    custom_llm_provider="azure_anthropic",
+                    custom_llm_provider="azure_ai",
                     logging_obj=logging_obj,
                     _response_headers=process_anthropic_headers(response_headers),
                 )
diff --git a/litellm/llms/azure/anthropic/messages_transformation.py b/litellm/llms/azure_ai/anthropic/messages_transformation.py
similarity index 100%
rename from litellm/llms/azure/anthropic/messages_transformation.py
rename to litellm/llms/azure_ai/anthropic/messages_transformation.py
diff --git a/litellm/llms/azure/anthropic/transformation.py b/litellm/llms/azure_ai/anthropic/transformation.py
similarity index 82%
rename from litellm/llms/azure/anthropic/transformation.py
rename to litellm/llms/azure_ai/anthropic/transformation.py
index 9bc4f130563..150ad0a48b2 100644
--- a/litellm/llms/azure/anthropic/transformation.py
+++ b/litellm/llms/azure_ai/anthropic/transformation.py
@@ -21,7 +21,7 @@ class AzureAnthropicConfig(AnthropicConfig):
 
     @property
     def custom_llm_provider(self) -> Optional[str]:
-        return "azure_anthropic"
+        return "azure_ai"
 
     def validate_environment(
         self,
@@ -94,3 +94,29 @@ class AzureAnthropicConfig(AnthropicConfig):
 
         return headers
 
+    def transform_request(
+        self,
+        model: str,
+        messages: List[AllMessageValues],
+        optional_params: dict,
+        litellm_params: dict,
+        headers: dict,
+    ) -> dict:
+        """
+        Transform request using parent AnthropicConfig, then remove extra_body if present.
+        Azure Anthropic doesn't support extra_body parameter.
+        """
+        # Call parent transform_request
+        data = super().transform_request(
+            model=model,
+            messages=messages,
+            optional_params=optional_params,
+            litellm_params=litellm_params,
+            headers=headers,
+        )
+        
+        # Remove extra_body if present (Azure Anthropic doesn't support it)
+        data.pop("extra_body", None)
+        
+        return data
+
diff --git a/litellm/main.py b/litellm/main.py
index afc7a36fb40..7855ff099be 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -58,9 +58,11 @@ from litellm import (  # type: ignore
     get_litellm_params,
     get_optional_params,
 )
+
 # Logging is imported lazily when needed to avoid loading litellm_logging at import time
 if TYPE_CHECKING:
     from litellm.litellm_core_utils.litellm_logging import Logging
+
 from litellm.constants import (
     DEFAULT_MOCK_RESPONSE_COMPLETION_TOKEN_COUNT,
     DEFAULT_MOCK_RESPONSE_PROMPT_TOKEN_COUNT,
@@ -107,7 +109,6 @@ from litellm.utils import (
     ProviderConfigManager,
     Usage,
     _get_model_info_helper,
-    get_requester_metadata,
     add_provider_specific_params_to_optional_params,
     async_mock_completion_streaming_obj,
     convert_to_model_response_object,
@@ -120,6 +121,7 @@ from litellm.utils import (
     get_optional_params_embeddings,
     get_optional_params_image_gen,
     get_optional_params_transcription,
+    get_requester_metadata,
     get_secret,
     get_standard_openai_params,
     mock_completion_streaming_obj,
@@ -154,11 +156,11 @@ from .litellm_core_utils.prompt_templates.factory import (
 )
 from .litellm_core_utils.streaming_chunk_builder_utils import ChunkProcessor
 from .llms.anthropic.chat import AnthropicChatCompletion
-from .llms.azure.anthropic.handler import AzureAnthropicChatCompletion
 from .llms.azure.audio_transcriptions import AzureAudioTranscription
 from .llms.azure.azure import AzureChatCompletion, _check_dynamic_azure_params
 from .llms.azure.chat.o_series_handler import AzureOpenAIO1ChatCompletion
 from .llms.azure.completion.handler import AzureTextCompletion
+from .llms.azure_ai.anthropic.handler import AzureAnthropicChatCompletion
 from .llms.azure_ai.embed import AzureAIEmbedding
 from .llms.bedrock.chat import BedrockConverseLLM, BedrockLLM
 from .llms.bedrock.embed.embedding import BedrockEmbedding
@@ -1686,57 +1688,104 @@ def completion(  # type: ignore # noqa: PLR0915
         elif custom_llm_provider == "azure_ai":
             from litellm.llms.azure_ai.common_utils import AzureFoundryModelInfo
 
-            api_base = AzureFoundryModelInfo.get_api_base(api_base)
-            # set API KEY
-            api_key = AzureFoundryModelInfo.get_api_key(api_key)
-
-            headers = headers or litellm.headers
-
-            if extra_headers is not None:
-                optional_params["extra_headers"] = extra_headers
-
-            ## FOR COHERE
-            if "command-r" in model:  # make sure tool call in messages are str
-                messages = stringify_json_tool_call_content(messages=messages)
-
-            ## COMPLETION CALL
-            try:
-                response = base_llm_http_handler.completion(
+            # Check if this is a Claude model - route to Azure Anthropic handler
+            model_lower = model.lower()
+            if "claude" in model_lower:
+                # Use Azure Anthropic handler for Claude models
+                api_base = AzureFoundryModelInfo.get_api_base(api_base)
+                api_key = AzureFoundryModelInfo.get_api_key(api_key)
+                
+                # Ensure the URL ends with /v1/messages for Anthropic
+                if api_base:
+                    api_base = api_base.rstrip("/")
+                    if not api_base.endswith("/v1/messages"):
+                        if "/anthropic" in api_base:
+                            parts = api_base.split("/anthropic", 1)
+                            api_base = parts[0] + "/anthropic"
+                        else:
+                            api_base = api_base + "/anthropic"
+                        api_base = api_base + "/v1/messages"
+                
+                response = azure_anthropic_chat_completions.completion(
                     model=model,
                     messages=messages,
-                    headers=headers,
-                    model_response=model_response,
-                    api_key=api_key,
                     api_base=api_base,
                     acompletion=acompletion,
-                    logging_obj=logging,
+                    custom_prompt_dict=litellm.custom_prompt_dict,
+                    model_response=model_response,
+                    print_verbose=print_verbose,
                     optional_params=optional_params,
                     litellm_params=litellm_params,
-                    shared_session=shared_session,
-                    timeout=timeout,  # type: ignore
-                    client=client,  # pass AsyncOpenAI, OpenAI client
-                    custom_llm_provider=custom_llm_provider,
+                    logger_fn=logger_fn,
                     encoding=encoding,
-                    stream=stream,
-                )
-            except Exception as e:
-                ## LOGGING - log the original exception returned
-                logging.post_call(
-                    input=messages,
                     api_key=api_key,
-                    original_response=str(e),
-                    additional_args={"headers": headers},
+                    logging_obj=logging,
+                    headers=headers,
+                    timeout=timeout,
+                    client=client,
+                    custom_llm_provider=custom_llm_provider,
                 )
-                raise e
+                if optional_params.get("stream", False) or acompletion is True:
+                    ## LOGGING
+                    logging.post_call(
+                        input=messages,
+                        api_key=api_key,
+                        original_response=response,
+                    )
+                response = response
+            else:
+                # Non-Claude models use standard Azure AI flow
+                api_base = AzureFoundryModelInfo.get_api_base(api_base)
+                # set API KEY
+                api_key = AzureFoundryModelInfo.get_api_key(api_key)
 
-            if optional_params.get("stream", False):
-                ## LOGGING
-                logging.post_call(
-                    input=messages,
-                    api_key=api_key,
-                    original_response=response,
-                    additional_args={"headers": headers},
-                )
+                headers = headers or litellm.headers
+
+                if extra_headers is not None:
+                    optional_params["extra_headers"] = extra_headers
+
+                ## FOR COHERE
+                if "command-r" in model:  # make sure tool call in messages are str
+                    messages = stringify_json_tool_call_content(messages=messages)
+
+                ## COMPLETION CALL
+                try:
+                    response = base_llm_http_handler.completion(
+                        model=model,
+                        messages=messages,
+                        headers=headers,
+                        model_response=model_response,
+                        api_key=api_key,
+                        api_base=api_base,
+                        acompletion=acompletion,
+                        logging_obj=logging,
+                        optional_params=optional_params,
+                        litellm_params=litellm_params,
+                        shared_session=shared_session,
+                        timeout=timeout,  # type: ignore
+                        client=client,  # pass AsyncOpenAI, OpenAI client
+                        custom_llm_provider=custom_llm_provider,
+                        encoding=encoding,
+                        stream=stream,
+                    )
+                except Exception as e:
+                    ## LOGGING - log the original exception returned
+                    logging.post_call(
+                        input=messages,
+                        api_key=api_key,
+                        original_response=str(e),
+                        additional_args={"headers": headers},
+                    )
+                    raise e
+
+                if optional_params.get("stream", False):
+                    ## LOGGING
+                    logging.post_call(
+                        input=messages,
+                        api_key=api_key,
+                        original_response=response,
+                        additional_args={"headers": headers},
+                    )
         elif (
             custom_llm_provider == "text-completion-openai"
             or "ft:babbage-002" in model
@@ -2359,70 +2408,6 @@ def completion(  # type: ignore # noqa: PLR0915
                     original_response=response,
                 )
             response = response
-        elif custom_llm_provider == "azure_anthropic":
-            # Azure Anthropic uses same API as Anthropic but with Azure authentication
-            api_key = (
-                api_key
-                or litellm.azure_key
-                or litellm.api_key
-                or get_secret("AZURE_API_KEY")
-                or get_secret("AZURE_OPENAI_API_KEY")
-            )
-            custom_prompt_dict = custom_prompt_dict or litellm.custom_prompt_dict
-            # Azure Foundry endpoint format: https://<resource-name>.services.ai.azure.com/anthropic/v1/messages
-            api_base = (
-                api_base
-                or litellm.api_base
-                or get_secret("AZURE_API_BASE")
-            )
-            
-            if api_base is None:
-                raise ValueError(
-                    "Missing Azure API Base - Please set `api_base` or `AZURE_API_BASE` environment variable. "
-                    "Expected format: https://<resource-name>.services.ai.azure.com/anthropic"
-                )
-
-            # Ensure the URL ends with /v1/messages
-            api_base = api_base.rstrip("/")
-            if api_base.endswith("/v1/messages"):
-                pass
-            elif api_base.endswith("/anthropic/v1/messages"):
-                pass
-            else:
-                if "/anthropic" in api_base:
-                    parts = api_base.split("/anthropic", 1)
-                    api_base = parts[0] + "/anthropic"
-                else:
-                    api_base = api_base + "/anthropic"
-                api_base = api_base + "/v1/messages"
-
-            response = azure_anthropic_chat_completions.completion(
-                model=model,
-                messages=messages,
-                api_base=api_base,
-                acompletion=acompletion,
-                custom_prompt_dict=litellm.custom_prompt_dict,
-                model_response=model_response,
-                print_verbose=print_verbose,
-                optional_params=optional_params,
-                litellm_params=litellm_params,
-                logger_fn=logger_fn,
-                encoding=encoding,  # for calculating input/output tokens
-                api_key=api_key,
-                logging_obj=logging,
-                headers=headers,
-                timeout=timeout,
-                client=client,
-                custom_llm_provider=custom_llm_provider,
-            )
-            if optional_params.get("stream", False) or acompletion is True:
-                ## LOGGING
-                logging.post_call(
-                    input=messages,
-                    api_key=api_key,
-                    original_response=response,
-                )
-            response = response
         elif custom_llm_provider == "nlp_cloud":
             nlp_cloud_key = (
                 api_key
@@ -6236,9 +6221,9 @@ async def ahealth_check(
             "x-ms-region": str,
         }
     """
-    from litellm.litellm_core_utils.health_check_helpers import HealthCheckHelpers
     from litellm.litellm_core_utils.cached_imports import get_litellm_logging_class
-    
+    from litellm.litellm_core_utils.health_check_helpers import HealthCheckHelpers
+
     # Use cached import helper to lazy-load Logging class (only loads when function is called)
     Logging = get_litellm_logging_class()
 
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index f07f1cbe5e0..4f08302441b 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1151,7 +1151,7 @@
     },
     "azure/claude-haiku-4-5": {
         "input_cost_per_token": 1e-06,
-        "litellm_provider": "azure_anthropic",
+        "litellm_provider": "azure_ai",
         "max_input_tokens": 200000,
         "max_output_tokens": 64000,
         "max_tokens": 64000,
@@ -1169,7 +1169,7 @@
     },
     "azure/claude-opus-4-1": {
         "input_cost_per_token": 1.5e-05,
-        "litellm_provider": "azure_anthropic",
+        "litellm_provider": "azure_ai",
         "max_input_tokens": 200000,
         "max_output_tokens": 32000,
         "max_tokens": 32000,
@@ -1187,7 +1187,7 @@
     },
     "azure/claude-sonnet-4-5": {
         "input_cost_per_token": 3e-06,
-        "litellm_provider": "azure_anthropic",
+        "litellm_provider": "azure_ai",
         "max_input_tokens": 200000,
         "max_output_tokens": 64000,
         "max_tokens": 64000,
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index b0d081d8f87..ee3baa7d5e6 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -2575,7 +2575,6 @@ class LlmProviders(str, Enum):
     AZURE = "azure"
     AZURE_TEXT = "azure_text"
     AZURE_AI = "azure_ai"
-    AZURE_ANTHROPIC = "azure_anthropic"
     SAGEMAKER = "sagemaker"
     SAGEMAKER_CHAT = "sagemaker_chat"
     BEDROCK = "bedrock"
diff --git a/litellm/utils.py b/litellm/utils.py
index 053368a3e0a..fdcf9654686 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -7151,8 +7151,6 @@ class ProviderConfigManager:
             return litellm.AzureAIStudioConfig()
         elif litellm.LlmProviders.AZURE_TEXT == provider:
             return litellm.AzureOpenAITextConfig()
-        elif litellm.LlmProviders.AZURE_ANTHROPIC == provider:
-            return litellm.AzureAnthropicConfig()
         elif litellm.LlmProviders.HOSTED_VLLM == provider:
             return litellm.HostedVLLMChatConfig()
         elif litellm.LlmProviders.NLP_CLOUD == provider:
@@ -7346,12 +7344,6 @@ class ProviderConfigManager:
                 )
 
                 return VertexAIPartnerModelsAnthropicMessagesConfig()
-        elif litellm.LlmProviders.AZURE_ANTHROPIC == provider:
-            from litellm.llms.azure.anthropic.messages_transformation import (
-                AzureAnthropicMessagesConfig,
-            )
-
-            return AzureAnthropicMessagesConfig()
         return None
 
     @staticmethod
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index f07f1cbe5e0..4f08302441b 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1151,7 +1151,7 @@
     },
     "azure/claude-haiku-4-5": {
         "input_cost_per_token": 1e-06,
-        "litellm_provider": "azure_anthropic",
+        "litellm_provider": "azure_ai",
         "max_input_tokens": 200000,
         "max_output_tokens": 64000,
         "max_tokens": 64000,
@@ -1169,7 +1169,7 @@
     },
     "azure/claude-opus-4-1": {
         "input_cost_per_token": 1.5e-05,
-        "litellm_provider": "azure_anthropic",
+        "litellm_provider": "azure_ai",
         "max_input_tokens": 200000,
         "max_output_tokens": 32000,
         "max_tokens": 32000,
@@ -1187,7 +1187,7 @@
     },
     "azure/claude-sonnet-4-5": {
         "input_cost_per_token": 3e-06,
-        "litellm_provider": "azure_anthropic",
+        "litellm_provider": "azure_ai",
         "max_input_tokens": 200000,
         "max_output_tokens": 64000,
         "max_tokens": 64000,
diff --git a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_provider_config.py b/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_provider_config.py
deleted file mode 100644
index db118154eee..00000000000
--- a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_provider_config.py
+++ /dev/null
@@ -1,59 +0,0 @@
-import os
-import sys
-
-sys.path.insert(
-    0, os.path.abspath(os.path.join(os.path.dirname(__file__), "../../../../.."))
-)
-
-from unittest.mock import patch
-
-import pytest
-
-import litellm
-from litellm.types.utils import LlmProviders
-from litellm.utils import ProviderConfigManager
-
-
-class TestAzureAnthropicProviderConfig:
-    def test_get_provider_anthropic_messages_config_returns_azure_config(self):
-        """Test that get_provider_anthropic_messages_config returns AzureAnthropicMessagesConfig for azure_anthropic provider"""
-        from litellm.llms.azure.anthropic.messages_transformation import (
-            AzureAnthropicMessagesConfig,
-        )
-        
-        config = ProviderConfigManager.get_provider_anthropic_messages_config(
-            model="claude-sonnet-4-5",
-            provider=LlmProviders.AZURE_ANTHROPIC,
-        )
-        
-        assert config is not None
-        assert isinstance(config, AzureAnthropicMessagesConfig)
-
-    def test_get_provider_anthropic_messages_config_returns_anthropic_config_for_anthropic_provider(self):
-        """Test that get_provider_anthropic_messages_config returns AnthropicMessagesConfig for anthropic provider"""
-        from litellm.llms.azure.anthropic.messages_transformation import (
-            AzureAnthropicMessagesConfig,
-        )
-        
-        config = ProviderConfigManager.get_provider_anthropic_messages_config(
-            model="claude-sonnet-4-5",
-            provider=LlmProviders.ANTHROPIC,
-        )
-        
-        # Should return AnthropicMessagesConfig, not AzureAnthropicMessagesConfig
-        assert config is not None
-        assert not isinstance(config, AzureAnthropicMessagesConfig)
-        assert isinstance(config, litellm.AnthropicMessagesConfig)
-
-    def test_get_provider_chat_config_returns_azure_anthropic_config(self):
-        """Test that get_provider_chat_config returns AzureAnthropicConfig for azure_anthropic provider"""
-        from litellm.llms.azure.anthropic.transformation import AzureAnthropicConfig
-        
-        config = ProviderConfigManager.get_provider_chat_config(
-            model="claude-sonnet-4-5",
-            provider=LlmProviders.AZURE_ANTHROPIC,
-        )
-        
-        assert config is not None
-        assert isinstance(config, AzureAnthropicConfig)
-
diff --git a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_provider_routing.py b/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_provider_routing.py
deleted file mode 100644
index a7aa2983175..00000000000
--- a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_provider_routing.py
+++ /dev/null
@@ -1,82 +0,0 @@
-import os
-import sys
-
-sys.path.insert(
-    0, os.path.abspath(os.path.join(os.path.dirname(__file__), "../../../../.."))
-)
-
-import pytest
-
-from litellm.litellm_core_utils.get_llm_provider_logic import _is_azure_anthropic_model, get_llm_provider
-
-
-class TestAzureAnthropicProviderRouting:
-    def test_is_azure_anthropic_model_with_claude(self):
-        """Test _is_azure_anthropic_model detects Claude models"""
-        # Test various Claude model names
-        assert _is_azure_anthropic_model("azure/claude-sonnet-4-5") == "claude-sonnet-4-5"
-        assert _is_azure_anthropic_model("azure/claude-opus-4-1") == "claude-opus-4-1"
-        assert _is_azure_anthropic_model("azure/claude-haiku-4-5") == "claude-haiku-4-5"
-        assert _is_azure_anthropic_model("azure/claude-3-5-sonnet") == "claude-3-5-sonnet"
-        assert _is_azure_anthropic_model("azure/claude-3-opus") == "claude-3-opus"
-
-    def test_is_azure_anthropic_model_case_insensitive(self):
-        """Test _is_azure_anthropic_model is case insensitive"""
-        assert _is_azure_anthropic_model("azure/CLAUDE-sonnet-4-5") == "CLAUDE-sonnet-4-5"
-        assert _is_azure_anthropic_model("azure/Claude-Sonnet-4-5") == "Claude-Sonnet-4-5"
-
-    def test_is_azure_anthropic_model_with_non_claude(self):
-        """Test _is_azure_anthropic_model returns None for non-Claude models"""
-        assert _is_azure_anthropic_model("azure/gpt-4") is None
-        assert _is_azure_anthropic_model("azure/gpt-35-turbo") is None
-        assert _is_azure_anthropic_model("azure/command-r-plus") is None
-
-    def test_is_azure_anthropic_model_with_invalid_format(self):
-        """Test _is_azure_anthropic_model handles invalid formats"""
-        assert _is_azure_anthropic_model("azure") is None
-        assert _is_azure_anthropic_model("claude-sonnet-4-5") is None
-        assert _is_azure_anthropic_model("") is None
-
-    def test_get_llm_provider_routes_azure_claude_to_azure_anthropic(self):
-        """Test that get_llm_provider routes azure/claude-* models to azure_anthropic"""
-        model, provider, dynamic_api_key, api_base = get_llm_provider(
-            model="azure/claude-sonnet-4-5"
-        )
-        assert provider == "azure_anthropic"
-        assert model == "claude-sonnet-4-5"  # Should strip "azure/" prefix
-
-    def test_get_llm_provider_routes_azure_claude_opus(self):
-        """Test routing for Claude Opus models"""
-        model, provider, dynamic_api_key, api_base = get_llm_provider(
-            model="azure/claude-opus-4-1"
-        )
-        assert provider == "azure_anthropic"
-        assert model == "claude-opus-4-1"
-
-    def test_get_llm_provider_routes_azure_claude_haiku(self):
-        """Test routing for Claude Haiku models"""
-        model, provider, dynamic_api_key, api_base = get_llm_provider(
-            model="azure/claude-haiku-4-5"
-        )
-        assert provider == "azure_anthropic"
-        assert model == "claude-haiku-4-5"
-
-    def test_get_llm_provider_does_not_route_non_claude_azure_models(self):
-        """Test that non-Claude Azure models are not routed to azure_anthropic"""
-        model, provider, dynamic_api_key, api_base = get_llm_provider(
-            model="azure/gpt-4"
-        )
-        assert provider != "azure_anthropic"
-        # Should be routed to regular azure provider
-        assert provider == "azure" or provider == "openai"
-
-    def test_get_llm_provider_with_custom_llm_provider_override(self):
-        """Test that custom_llm_provider parameter can override routing"""
-        model, provider, dynamic_api_key, api_base = get_llm_provider(
-            model="azure/claude-sonnet-4-5", custom_llm_provider="azure"
-        )
-        # When custom_llm_provider is explicitly set, it should be respected
-        # But the routing logic should still detect it as azure_anthropic
-        # This depends on the order of checks in get_llm_provider
-        assert provider in ["azure_anthropic", "azure"]
-
diff --git a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_handler.py b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py
similarity index 96%
rename from tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_handler.py
rename to tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py
index bb5d1f9933d..f75601ac9d3 100644
--- a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_handler.py
+++ b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py
@@ -10,7 +10,7 @@ from unittest.mock import MagicMock, patch
 
 import pytest
 
-from litellm.llms.azure.anthropic.handler import AzureAnthropicChatCompletion
+from litellm.llms.azure_ai.anthropic.handler import AzureAnthropicChatCompletion
 from litellm.types.utils import ModelResponse
 
 
@@ -24,7 +24,7 @@ class TestAzureAnthropicChatCompletion:
         assert hasattr(handler, "acompletion_stream_function")
 
     @patch("litellm.utils.ProviderConfigManager")
-    @patch("litellm.llms.azure.anthropic.handler.AzureAnthropicConfig")
+    @patch("litellm.llms.azure_ai.anthropic.handler.AzureAnthropicConfig")
     def test_completion_uses_azure_anthropic_config(self, mock_azure_config, mock_provider_manager):
         """Test that completion method uses AzureAnthropicConfig"""
         handler = AzureAnthropicChatCompletion()
@@ -78,7 +78,7 @@ class TestAzureAnthropicChatCompletion:
 
     @patch("litellm.llms.anthropic.chat.handler.make_sync_call")
     @patch("litellm.utils.ProviderConfigManager")
-    @patch("litellm.llms.azure.anthropic.handler.AzureAnthropicConfig")
+    @patch("litellm.llms.azure_ai.anthropic.handler.AzureAnthropicConfig")
     def test_completion_streaming(self, mock_azure_config, mock_provider_manager, mock_make_sync_call):
         # Note: decorators are applied in reverse order
         """Test completion with streaming"""
@@ -138,7 +138,7 @@ class TestAzureAnthropicChatCompletion:
 
     @patch("litellm.llms.custom_httpx.http_handler._get_httpx_client")
     @patch("litellm.utils.ProviderConfigManager")
-    @patch("litellm.llms.azure.anthropic.handler.AzureAnthropicConfig")
+    @patch("litellm.llms.azure_ai.anthropic.handler.AzureAnthropicConfig")
     def test_completion_non_streaming(self, mock_azure_config, mock_provider_manager, mock_get_client):
         # Note: decorators are applied in reverse order
         """Test completion without streaming"""
diff --git a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_messages_transformation.py b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_messages_transformation.py
similarity index 99%
rename from tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_messages_transformation.py
rename to tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_messages_transformation.py
index abed1a7852e..ae8c35b2679 100644
--- a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_messages_transformation.py
+++ b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_messages_transformation.py
@@ -9,7 +9,7 @@ from unittest.mock import MagicMock, patch
 
 import pytest
 
-from litellm.llms.azure.anthropic.messages_transformation import (
+from litellm.llms.azure_ai.anthropic.messages_transformation import (
     AzureAnthropicMessagesConfig,
 )
 from litellm.types.router import GenericLiteLLMParams
diff --git a/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_provider_routing.py b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_provider_routing.py
new file mode 100644
index 00000000000..fdc2daf09f2
--- /dev/null
+++ b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_provider_routing.py
@@ -0,0 +1,56 @@
+import os
+import sys
+
+sys.path.insert(
+    0, os.path.abspath(os.path.join(os.path.dirname(__file__), "../../../../.."))
+)
+
+import pytest
+
+from litellm.litellm_core_utils.get_llm_provider_logic import (
+    _is_azure_claude_model,
+    get_llm_provider,
+)
+
+
+class TestAzureAnthropicProviderRouting:
+    def test_is_azure_claude_model_with_claude(self):
+        """Test _is_azure_claude_model detects Claude models"""
+        # Test various Claude model names
+        assert _is_azure_claude_model("claude-sonnet-4-5") is True
+        assert _is_azure_claude_model("claude-opus-4-1") is True
+        assert _is_azure_claude_model("claude-haiku-4-5") is True
+        assert _is_azure_claude_model("claude-3-5-sonnet") is True
+        assert _is_azure_claude_model("claude-3-opus") is True
+
+    def test_is_azure_claude_model_case_insensitive(self):
+        """Test _is_azure_claude_model is case insensitive"""
+        assert _is_azure_claude_model("CLAUDE-sonnet-4-5") is True
+        assert _is_azure_claude_model("Claude-Sonnet-4-5") is True
+
+    def test_is_azure_claude_model_with_non_claude(self):
+        """Test _is_azure_claude_model returns False for non-Claude models"""
+        assert _is_azure_claude_model("gpt-4") is False
+        assert _is_azure_claude_model("gpt-35-turbo") is False
+        assert _is_azure_claude_model("command-r-plus") is False
+
+    def test_is_azure_claude_model_with_invalid_format(self):
+        """Test _is_azure_claude_model handles invalid formats"""
+        assert _is_azure_claude_model("") is False
+
+    def test_get_llm_provider_routes_azure_ai_claude_to_azure_ai(self):
+        """Test that azure_ai/claude-* models route through azure_ai"""
+        model, provider, dynamic_api_key, api_base = get_llm_provider(
+            model="azure_ai/claude-sonnet-4-5"
+        )
+        assert provider == "azure_ai"
+        assert model == "claude-sonnet-4-5"
+
+    def test_get_llm_provider_does_not_route_non_claude_azure_models(self):
+        """Test that non-Claude Azure models are not routed to azure_ai"""
+        model, provider, dynamic_api_key, api_base = get_llm_provider(
+            model="azure/gpt-4"
+        )
+        # Should be routed to regular azure provider
+        assert provider == "azure" or provider == "openai"
+
diff --git a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_transformation.py b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_transformation.py
similarity index 97%
rename from tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_transformation.py
rename to tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_transformation.py
index f26831e9195..f2c75cf1a61 100644
--- a/tests/test_litellm/llms/azure/anthropic/test_azure_anthropic_transformation.py
+++ b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_transformation.py
@@ -9,15 +9,15 @@ from unittest.mock import MagicMock, patch
 
 import pytest
 
-from litellm.llms.azure.anthropic.transformation import AzureAnthropicConfig
+from litellm.llms.azure_ai.anthropic.transformation import AzureAnthropicConfig
 from litellm.types.router import GenericLiteLLMParams
 
 
 class TestAzureAnthropicConfig:
     def test_custom_llm_provider(self):
-        """Test that custom_llm_provider returns 'azure_anthropic'"""
+        """Test that custom_llm_provider returns 'azure_ai'"""
         config = AzureAnthropicConfig()
-        assert config.custom_llm_provider == "azure_anthropic"
+        assert config.custom_llm_provider == "azure_ai"
 
     def test_validate_environment_with_dict_litellm_params(self):
         """Test validate_environment with dict litellm_params"""

From 3b330c3f0f8a33cce153bf713bd6d6c81c6f044e Mon Sep 17 00:00:00 2001
From: Ishaan Jaffer <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 08:15:51 -0800
Subject: [PATCH 04/37] docs config settings

---
 docs/my-website/docs/proxy/config_settings.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/docs/my-website/docs/proxy/config_settings.md b/docs/my-website/docs/proxy/config_settings.md
index e2337205c30..7140c99e6fb 100644
--- a/docs/my-website/docs/proxy/config_settings.md
+++ b/docs/my-website/docs/proxy/config_settings.md
@@ -576,6 +576,8 @@ router_settings:
 | GENERIC_USER_PROVIDER_ATTRIBUTE | Attribute specifying the user's provider
 | GENERIC_USER_ROLE_ATTRIBUTE | Attribute specifying the user's role
 | GENERIC_USERINFO_ENDPOINT | Endpoint to fetch user information in generic OAuth
+| GENERIC_LOGGER_ENDPOINT | Endpoint URL for the Generic Logger callback to send logs to
+| GENERIC_LOGGER_HEADERS | JSON string of headers to include in Generic Logger callback requests
 | GEMINI_API_BASE | Base URL for Gemini API. Default is https://generativelanguage.googleapis.com
 | GALILEO_BASE_URL | Base URL for Galileo platform
 | GALILEO_PASSWORD | Password for Galileo authentication

From 18e16f907f9e6bd81650b34c547ed7a925d77aaf Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 27 Nov 2025 22:22:54 +0530
Subject: [PATCH 05/37] fix main lint error

---
 litellm/main.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/litellm/main.py b/litellm/main.py
index 7855ff099be..1936101ef92 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -1693,6 +1693,11 @@ def completion(  # type: ignore # noqa: PLR0915
             if "claude" in model_lower:
                 # Use Azure Anthropic handler for Claude models
                 api_base = AzureFoundryModelInfo.get_api_base(api_base)
+                if api_base is None:
+                    raise ValueError(
+                        "Azure Anthropic requests require an api_base. "
+                        "Set `api_base` or the AZURE_AI_API_BASE env var."
+                    )
                 api_key = AzureFoundryModelInfo.get_api_key(api_key)
                 
                 # Ensure the URL ends with /v1/messages for Anthropic

From 784c13ae844f5f8f1e3296c5bda0922d417e9588 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 27 Nov 2025 22:26:38 +0530
Subject: [PATCH 06/37] Add docs for microsoft foundry

---
 .../index.md                                  | 75 +++++++++++++++++++
 1 file changed, 75 insertions(+)

diff --git a/docs/my-website/blog/anthropic_opus_4_5_and_advanced_features/index.md b/docs/my-website/blog/anthropic_opus_4_5_and_advanced_features/index.md
index b545e936186..997f5a0b2db 100644
--- a/docs/my-website/blog/anthropic_opus_4_5_and_advanced_features/index.md
+++ b/docs/my-website/blog/anthropic_opus_4_5_and_advanced_features/index.md
@@ -327,6 +327,81 @@ curl --location 'http://0.0.0.0:4000/v1/messages' \
 </TabItem>
 </Tabs>
 
+## Usage - Azure Anthropic (Azure Foundry Claude)
+
+LiteLLM funnels Azure Claude deployments through the `azure_ai/` provider so Claude Opus models on Azure Foundry keep working with Tool Search, Effort, streaming, and the rest of the advanced feature set. Point `AZURE_AI_API_BASE` to `https://<resource>.services.ai.azure.com/anthropic` (LiteLLM appends `/v1/messages` automatically) and authenticate with `AZURE_AI_API_KEY` or an Azure AD token.
+
+<Tabs>
+<TabItem value="sdk" label="LiteLLM Python SDK">
+
+```python
+import os
+from litellm import completion
+
+# Configure Azure credentials
+os.environ["AZURE_AI_API_KEY"] = "your-azure-ai-api-key"
+os.environ["AZURE_AI_API_BASE"] = "https://my-resource.services.ai.azure.com/anthropic"
+
+response = completion(
+    model="azure_ai/claude-opus-4-1",
+    messages=[{"role": "user", "content": "Explain how Azure Anthropic hosts Claude Opus differently from the public Anthropic API."}],
+    max_tokens=1200,
+    temperature=0.7,
+    stream=True,
+)
+
+for chunk in response:
+    if chunk.choices[0].delta.content:
+        print(chunk.choices[0].delta.content, end="", flush=True)
+```
+
+</TabItem>
+<TabItem value="proxy" label="LiteLLM Proxy">
+
+**1. Set environment variables**
+
+```bash
+export AZURE_AI_API_KEY="your-azure-ai-api-key"
+export AZURE_AI_API_BASE="https://my-resource.services.ai.azure.com/anthropic"
+```
+
+**2. Configure the proxy**
+
+```yaml
+model_list:
+  - model_name: claude-4-azure
+    litellm_params:
+      model: azure_ai/claude-opus-4-1
+      api_key: os.environ/AZURE_AI_API_KEY
+      api_base: os.environ/AZURE_AI_API_BASE
+```
+
+**3. Start LiteLLM**
+
+```bash
+litellm --config /path/to/config.yaml
+```
+
+**4. Test the Azure Claude route**
+
+```bash
+curl --location 'http://0.0.0.0:4000/chat/completions' \
+  --header 'Content-Type: application/json' \
+  --header 'Authorization: Bearer $LITELLM_KEY' \
+  --data '{
+    "model": "claude-4-azure",
+    "messages": [
+      {
+        "role": "user",
+        "content": "How do I use Claude Opus 4 via Azure Anthropic in LiteLLM?"
+      }
+    ],
+    "max_tokens": 1024
+  }'
+```
+
+</TabItem>
+</Tabs>
 
 
 ## Tool Search {#tool-search}

From 0422ca677c9a9604d4ab1c9610aeab1218dbdaf3 Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 27 Nov 2025 22:31:31 +0530
Subject: [PATCH 07/37] fix lint error

---
 litellm/llms/azure_ai/anthropic/handler.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/litellm/llms/azure_ai/anthropic/handler.py b/litellm/llms/azure_ai/anthropic/handler.py
index 134e90af1c4..fe4524fd5be 100644
--- a/litellm/llms/azure_ai/anthropic/handler.py
+++ b/litellm/llms/azure_ai/anthropic/handler.py
@@ -7,7 +7,6 @@ from typing import TYPE_CHECKING, Callable, Union
 
 import httpx
 
-import litellm
 from litellm.llms.anthropic.chat.handler import AnthropicChatCompletion
 from litellm.llms.custom_httpx.http_handler import (
     AsyncHTTPHandler,
@@ -55,7 +54,6 @@ class AzureAnthropicChatCompletion(AnthropicChatCompletion):
         Completion method that uses Azure authentication instead of Anthropic's x-api-key.
         All other logic is the same as AnthropicChatCompletion.
         """
-        from litellm.utils import ProviderConfigManager
 
         optional_params = copy.deepcopy(optional_params)
         stream = optional_params.pop("stream", None)

From 31ecd4ce49c5d6eaa65b8323328ab3bf31ca11ca Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 09:12:44 -0800
Subject: [PATCH 08/37] Revert "Respect custom llm provider in header" (#17211)

---
 litellm/proxy/batches_endpoints/endpoints.py  |  6 +-
 .../test_openai_batches_endpoint.py           | 86 +------------------
 2 files changed, 3 insertions(+), 89 deletions(-)

diff --git a/litellm/proxy/batches_endpoints/endpoints.py b/litellm/proxy/batches_endpoints/endpoints.py
index 03b9ac3deaa..98492bcc2d6 100644
--- a/litellm/proxy/batches_endpoints/endpoints.py
+++ b/litellm/proxy/batches_endpoints/endpoints.py
@@ -31,6 +31,7 @@ from litellm.proxy.openai_files_endpoints.common_utils import (
     get_original_file_id,
     prepare_data_with_credentials,
 )
+
 from litellm.proxy.utils import handle_exception_on_proxy, is_known_model
 from litellm.types.llms.openai import LiteLLMBatchCreateRequest
 
@@ -111,10 +112,7 @@ async def create_batch(  # noqa: PLR0915
             is_router_model = is_known_model(model=router_model, llm_router=llm_router)
 
         custom_llm_provider = (
-            provider
-            or data.pop("custom_llm_provider", None)
-            or get_custom_llm_provider_from_request_headers(request=request)
-            or "openai"
+            provider or data.pop("custom_llm_provider", None) or "openai"
         )
         _create_batch_data = LiteLLMBatchCreateRequest(**data)
         input_file_id = _create_batch_data.get("input_file_id", None)
diff --git a/tests/openai_endpoints_tests/test_openai_batches_endpoint.py b/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
index be931f2f4be..5a84900f87e 100644
--- a/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
+++ b/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
@@ -5,13 +5,12 @@ import asyncio
 import aiohttp, openai
 from openai import OpenAI, AsyncOpenAI
 from typing import Optional, List, Union
+from test_openai_files_endpoints import upload_file, delete_file
 import os
 import sys
 import time
 from unittest.mock import patch, MagicMock, AsyncMock
 
-from litellm.proxy.batches_endpoints.endpoints import create_batch
-
 
 BASE_URL = "http://localhost:4000"  # Replace with your actual base URL
 API_KEY = "sk-1234"  # Replace with your actual API key
@@ -223,89 +222,6 @@ def test_vertex_batches_endpoint():
     pass
 
 
-@pytest.mark.asyncio
-async def test_create_batch_respects_custom_llm_provider_header():
-    request_body = {
-        "input_file_id": "file-batch-123",
-        "endpoint": "/v1/chat/completions",
-        "completion_window": "24h",
-    }
-
-    response_object = MagicMock()
-    response_object._hidden_params = {}
-    response_object.id = "batch-id"
-    response_object.input_file_id = request_body["input_file_id"]
-
-    mock_user_api_key_dict = MagicMock(
-        tpm_limit=0,
-        rpm_limit=0,
-        max_budget=0,
-        spend=0,
-        allowed_model_region="",
-    )
-    mock_user_api_key_dict.metadata = {}
-
-    request = MagicMock()
-    request.headers = {"custom-llm-provider": "vertex_ai"}
-    request.query_params = {}
-    request.method = "POST"
-
-    fastapi_response = MagicMock()
-    fastapi_response.headers = {}
-
-    logging_obj = MagicMock()
-
-    mock_proxy_logging_obj = MagicMock()
-    mock_proxy_logging_obj.post_call_success_hook = AsyncMock(
-        return_value=response_object
-    )
-    mock_proxy_logging_obj.post_call_failure_hook = AsyncMock()
-    mock_proxy_logging_obj.update_request_status = AsyncMock()
-
-    with patch(
-        "litellm.proxy.batches_endpoints.endpoints._read_request_body",
-        new_callable=AsyncMock,
-    ) as mock_read_body, patch(
-        "litellm.proxy.batches_endpoints.endpoints.ProxyBaseLLMRequestProcessing.common_processing_pre_call_logic",
-        new_callable=AsyncMock,
-    ) as mock_common_processing, patch(
-        "litellm.proxy.batches_endpoints.endpoints.litellm.acreate_batch",
-        new_callable=AsyncMock,
-    ) as mock_acreate_batch, patch(
-        "litellm.proxy.proxy_server.general_settings",
-        new={},
-    ), patch(
-        "litellm.proxy.proxy_server.proxy_config",
-        new={},
-    ), patch(
-        "litellm.proxy.proxy_server.version",
-        new="test-version",
-    ), patch(
-        "litellm.proxy.proxy_server.llm_router",
-        new=None,
-    ), patch(
-        "litellm.proxy.proxy_server.proxy_logging_obj",
-        new=mock_proxy_logging_obj,
-    ), patch(
-        "litellm.proxy.batches_endpoints.endpoints.asyncio.create_task",
-        new=lambda coro: asyncio.ensure_future(coro),
-    ):
-        mock_read_body.return_value = dict(request_body)
-        mock_common_processing.return_value = (dict(request_body), logging_obj)
-        mock_acreate_batch.return_value = response_object
-
-        response = await create_batch(
-            request=request,
-            fastapi_response=fastapi_response,
-            user_api_key_dict=mock_user_api_key_dict,
-        )
-
-    mock_acreate_batch.assert_awaited_once()
-    called_kwargs = mock_acreate_batch.call_args.kwargs
-    assert called_kwargs["custom_llm_provider"] == "vertex_ai"
-    assert response is response_object
-
-
 @pytest.mark.skip(reason="Local only test to verify if things work well")
 @pytest.mark.asyncio
 async def test_list_batches_with_target_model_names():

From 23a979d6fcf657bcb0ca868fbaaf03fce9cf3cfe Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 09:13:48 -0800
Subject: [PATCH 09/37] Building UI

---
 .../_buildManifest.js                            |   0
 .../_ssgManifest.js                              |   0
 .../_next/static/chunks/1051-64b6f8c98af90027.js |   1 -
 .../_next/static/chunks/1114-744a38eea84cb2ab.js |   1 -
 .../_next/static/chunks/1263-cf8443d1d71fa593.js |   1 +
 .../_next/static/chunks/1264-2979d95e0b56a75c.js |   1 -
 .../_next/static/chunks/1394-bdcf4b8db9c252d2.js |   1 +
 .../_next/static/chunks/1442-529c645297e48128.js |   1 +
 .../_next/static/chunks/1487-affc5c97c7ccb3b1.js |   1 -
 .../_next/static/chunks/1491-d253a2d682d4c9f6.js |   1 -
 .../_next/static/chunks/1518-4475f8385da5ac78.js |   1 +
 .../_next/static/chunks/1518-c89304151d40421c.js |   1 -
 .../_next/static/chunks/1529-130888c02463f3dd.js |   1 -
 .../_next/static/chunks/1529-59ce29afdf8ccc9b.js |   1 +
 .../_next/static/chunks/1598-343255770733860c.js |   1 -
 .../_next/static/chunks/1602-dda1d35341543457.js |   1 +
 .../_next/static/chunks/169-07530b6fecd36167.js  |   1 -
 ...103e770d21c6f.js => 1739-23e7361486c2cc74.js} |   2 +-
 .../_next/static/chunks/1791-a6d39a6d2828de66.js |   1 -
 .../_next/static/chunks/1915-536aa183e119ecab.js |   1 -
 .../_next/static/chunks/1960-95ee080c178a4e18.js |   1 -
 .../_next/static/chunks/1994-a4d0b99849c16b62.js |   1 +
 .../_next/static/chunks/1994-a50f20dc48d3b7c5.js |   1 -
 .../_next/static/chunks/2004-0de0b95ec925848e.js |   1 +
 .../_next/static/chunks/2004-620de2349aff8ae7.js |   1 -
 .../_next/static/chunks/2012-61f57b32c6ec3ec2.js |   1 +
 .../_next/static/chunks/2012-b87adf57697235f1.js |   1 -
 ...7007382ab15bb.js => 2019-15183fcc4c29249f.js} |   2 +-
 .../_next/static/chunks/2052-e0b4d29c754f871d.js |   1 -
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 rename litellm/proxy/_experimental/out/_next/static/{TkaZwJ2-CB-TmqPtTfFGx => YB_NcpDnZ-s7rUIZ-9wyC}/_buildManifest.js (100%)
 rename litellm/proxy/_experimental/out/_next/static/{TkaZwJ2-CB-TmqPtTfFGx => YB_NcpDnZ-s7rUIZ-9wyC}/_ssgManifest.js (100%)
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diff --git a/litellm/proxy/_experimental/out/_next/static/TkaZwJ2-CB-TmqPtTfFGx/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/YB_NcpDnZ-s7rUIZ-9wyC/_ssgManifest.js
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deleted file mode 100644
index c2ac07e0b4f..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/1114-744a38eea84cb2ab.js
+++ /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1264-2979d95e0b56a75c.js b/litellm/proxy/_experimental/out/_next/static/chunks/1264-2979d95e0b56a75c.js
deleted file mode 100644
index fd249f9de97..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/1264-2979d95e0b56a75c.js
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1487-affc5c97c7ccb3b1.js b/litellm/proxy/_experimental/out/_next/static/chunks/1487-affc5c97c7ccb3b1.js
deleted file mode 100644
index dddce2ff9a2..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/1487-affc5c97c7ccb3b1.js
+++ /dev/null
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1960-95ee080c178a4e18.js b/litellm/proxy/_experimental/out/_next/static/chunks/1960-95ee080c178a4e18.js
deleted file mode 100644
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+++ /dev/null
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/2019-1fa7007382ab15bb.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/2019-15183fcc4c29249f.js
index 3367f22d9e7..742a5c6e359 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2117-2da5ec8fad6a6c25.js b/litellm/proxy/_experimental/out/_next/static/chunks/2117-bb4323b3c0b11a1f.js
similarity index 62%
rename from litellm/proxy/_experimental/out/_next/static/chunks/2117-2da5ec8fad6a6c25.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/2117-bb4323b3c0b11a1f.js
index 2bef4385758..fae288cfede 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/2117-2da5ec8fad6a6c25.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/2117-bb4323b3c0b11a1f.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/219-ae14d9fb99d6ae14.js b/litellm/proxy/_experimental/out/_next/static/chunks/219-ae14d9fb99d6ae14.js
deleted file mode 100644
index a0672290790..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/219-ae14d9fb99d6ae14.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2249-76b3bcf9e091207b.js b/litellm/proxy/_experimental/out/_next/static/chunks/2249-76b3bcf9e091207b.js
deleted file mode 100644
index c15d941d270..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/2249-76b3bcf9e091207b.js
+++ /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2273-b24db98bca3ca867.js b/litellm/proxy/_experimental/out/_next/static/chunks/2273-b24db98bca3ca867.js
deleted file mode 100644
index 9f29cfa1578..00000000000
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r=c.props.onMouseMove;u()(r)&&r(n,t)}),en(t3(c),"handleItemMouseEnter",function(t){c.setState(function(){return{isTooltipActive:!0,activeItem:t,activePayload:t.tooltipPayload,activeCoordinate:t.tooltipPosition||{x:t.cx,y:t.cy}}})}),en(t3(c),"handleItemMouseLeave",function(){c.setState(function(){return{isTooltipActive:!1}})}),en(t3(c),"handleMouseMove",function(t){t.persist(),c.throttleTriggeredAfterMouseMove(t)}),en(t3(c),"handleMouseLeave",function(t){var e={isTooltipActive:!1};c.setState(e),c.triggerSyncEvent(e);var n=c.props.onMouseLeave;u()(n)&&n(e,t)}),en(t3(c),"handleOuterEvent",function(t){var e,n=(0,A.Bh)(t),r=f()(c.props,"".concat(n));n&&u()(r)&&r(null!==(e=/.*touch.*/i.test(n)?c.getMouseInfo(t.changedTouches[0]):c.getMouseInfo(t))&&void 0!==e?e:{},t)}),en(t3(c),"handleClick",function(t){var e=c.getMouseInfo(t);if(e){var n=ee(ee({},e),{},{isTooltipActive:!0});c.setState(n),c.triggerSyncEvent(n);var r=c.props.onClick;u()(r)&&r(n,t)}}),en(t3(c),"handleMouseDown",function(t){var e=c.props.onMouseDown;u()(e)&&e(c.getMouseInfo(t),t)}),en(t3(c),"handleMouseUp",function(t){var e=c.props.onMouseUp;u()(e)&&e(c.getMouseInfo(t),t)}),en(t3(c),"handleTouchMove",function(t){null!=t.changedTouches&&t.changedTouches.length>0&&c.throttleTriggeredAfterMouseMove(t.changedTouches[0])}),en(t3(c),"handleTouchStart",function(t){null!=t.changedTouches&&t.changedTouches.length>0&&c.handleMouseDown(t.changedTouches[0])}),en(t3(c),"handleTouchEnd",function(t){null!=t.changedTouches&&t.changedTouches.length>0&&c.handleMouseUp(t.changedTouches[0])}),en(t3(c),"triggerSyncEvent",function(t){void 0!==c.props.syncId&&tC.emit(tN,c.props.syncId,t,c.eventEmitterSymbol)}),en(t3(c),"applySyncEvent",function(t){var e=c.props,n=e.layout,r=e.syncMethod,o=c.state.updateId,i=t.dataStartIndex,a=t.dataEndIndex;if(void 0!==t.dataStartIndex||void 0!==t.dataEndIndex)c.setState(ee({dataStartIndex:i,dataEndIndex:a},E({props:c.props,dataStartIndex:i,dataEndIndex:a,updateId:o},c.state)));else if(void 0!==t.activeTooltipIndex){var u=t.chartX,l=t.chartY,s=t.activeTooltipIndex,f=c.state,p=f.offset,h=f.tooltipTicks;if(!p)return;if("function"==typeof r)s=r(h,t);else if("value"===r){s=-1;for(var d=0;d<h.length;d++)if(h[d].value===t.activeLabel){s=d;break}}var y=ee(ee({},p),{},{x:p.left,y:p.top}),v=Math.min(u,y.x+y.width),m=Math.min(l,y.y+y.height),g=h[s]&&h[s].value,b=ef(c.state,c.props.data,s),x=h[s]?{x:"horizontal"===n?h[s].coordinate:v,y:"horizontal"===n?m:h[s].coordinate}:ea;c.setState(ee(ee({},t),{},{activeLabel:g,activeCoordinate:x,activePayload:b,activeTooltipIndex:s}))}else c.setState(t)}),en(t3(c),"renderCursor",function(t){var e,o=c.state,i=o.isTooltipActive,a=o.activeCoordinate,u=o.activePayload,l=o.offset,s=o.activeTooltipIndex,f=o.tooltipAxisBandSize,p=c.getTooltipEventType(),h=null!==(e=t.props.active)&&void 0!==e?e:i,d=c.props.layout,y=t.key||"_recharts-cursor";return r.createElement(tK,{key:y,activeCoordinate:a,activePayload:u,activeTooltipIndex:s,chartName:n,element:t,isActive:h,layout:d,offset:l,tooltipAxisBandSize:f,tooltipEventType:p})}),en(t3(c),"renderPolarAxis",function(t,e,n){var o=f()(t,"type.axisType"),i=f()(c.state,"".concat(o,"Map")),a=i&&i[t.props["".concat(o,"Id")]];return(0,r.cloneElement)(t,ee(ee({},a),{},{className:o,key:t.key||"".concat(e,"-").concat(n),ticks:(0,T.uY)(a,!0)}))}),en(t3(c),"renderGrid",function(t){var e=c.state,n=e.xAxisMap,o=e.yAxisMap,i=e.offset,a=(0,C.Kt)(n),u=m()(o,function(t){return b()(t.domain,Number.isFinite)})||(0,C.Kt)(o),l=t.props||{};return(0,r.cloneElement)(t,{key:t.key||"grid",x:(0,C.hj)(l.x)?l.x:i.left,y:(0,C.hj)(l.y)?l.y:i.top,width:(0,C.hj)(l.width)?l.width:i.width,height:(0,C.hj)(l.height)?l.height:i.height,xAxis:a,yAxis:u,verticalCoordinatesGenerator:l.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:l.horizontalCoordinatesGenerator})}),en(t3(c),"renderPolarGrid",function(t){var e=t.props,n=e.radialLines,o=e.polarAngles,i=e.polarRadius,a=c.state,u=a.radiusAxisMap,l=a.angleAxisMap,s=(0,C.Kt)(u),f=(0,C.Kt)(l),p=f.cx,h=f.cy,d=f.innerRadius,y=f.outerRadius;return(0,r.cloneElement)(t,{polarAngles:Array.isArray(o)?o:(0,T.uY)(f,!0).map(function(t){return t.coordinate}),polarRadius:Array.isArray(i)?i:(0,T.uY)(s,!0).map(function(t){return t.coordinate}),cx:p,cy:h,innerRadius:d,outerRadius:y,key:t.key||"polar-grid",radialLines:n})}),en(t3(c),"renderLegend",function(){var t=c.state.formattedGraphicalItems,e=c.props,n=e.children,o=e.width,i=e.height,a=c.props.margin||{},u=o-(a.left||0)-(a.right||0),l=(0,Q.z)({children:n,formattedGraphicalItems:t,legendWidth:u,legendContent:h});if(!l)return null;var s=l.item,f=t5(l,tJ);return(0,r.cloneElement)(s,ee(ee({},f),{},{chartWidth:o,chartHeight:i,margin:a,onBBoxUpdate:c.handleLegendBBoxUpdate}))}),en(t3(c),"renderTooltip",function(){var t,e=c.props.children,n=(0,A.sP)(e,S.u);if(!n)return null;var o=c.state,i=o.isTooltipActive,a=o.activeCoordinate,u=o.activePayload,l=o.activeLabel,s=o.offset,f=null!==(t=n.props.active)&&void 0!==t?t:i;return(0,r.cloneElement)(n,{viewBox:ee(ee({},s),{},{x:s.left,y:s.top}),active:f,label:l,payload:f?u:[],coordinate:a})}),en(t3(c),"renderBrush",function(t){var e=c.props,n=e.margin,o=e.data,i=c.state,a=i.offset,u=i.dataStartIndex,l=i.dataEndIndex,s=i.updateId;return(0,r.cloneElement)(t,{key:t.key||"_recharts-brush",onChange:(0,T.DO)(c.handleBrushChange,t.props.onChange),data:o,x:(0,C.hj)(t.props.x)?t.props.x:a.left,y:(0,C.hj)(t.props.y)?t.props.y:a.top+a.height+a.brushBottom-(n.bottom||0),width:(0,C.hj)(t.props.width)?t.props.width:a.width,startIndex:u,endIndex:l,updateId:"brush-".concat(s)})}),en(t3(c),"renderReferenceElement",function(t,e,n){if(!t)return null;var o=t3(c).clipPathId,i=c.state,a=i.xAxisMap,u=i.yAxisMap,l=i.offset,s=t.props,f=s.xAxisId,p=s.yAxisId;return(0,r.cloneElement)(t,{key:t.key||"".concat(e,"-").concat(n),xAxis:a[f],yAxis:u[p],viewBox:{x:l.left,y:l.top,width:l.width,height:l.height},clipPathId:o})}),en(t3(c),"renderActivePoints",function(t){var e=t.item,n=t.activePoint,r=t.basePoint,o=t.childIndex,i=t.isRange,a=[],u=e.props.key,c=e.item.props,s=c.activeDot,f=ee(ee({index:o,dataKey:c.dataKey,cx:n.x,cy:n.y,r:4,fill:(0,T.fk)(e.item),strokeWidth:2,stroke:"#fff",payload:n.payload,value:n.value,key:"".concat(u,"-activePoint-").concat(o)},(0,A.L6)(s,!1)),(0,tD.Ym)(s));return a.push(l.renderActiveDot(s,f)),r?a.push(l.renderActiveDot(s,ee(ee({},f),{},{cx:r.x,cy:r.y,key:"".concat(u,"-basePoint-").concat(o)}))):i&&a.push(null),a}),en(t3(c),"renderGraphicChild",function(t,e,n){var o=c.filterFormatItem(t,e,n);if(!o)return null;var a=c.getTooltipEventType(),u=c.state,l=u.isTooltipActive,s=u.tooltipAxis,f=u.activeTooltipIndex,p=u.activeLabel,h=c.props.children,d=(0,A.sP)(h,S.u),y=o.props,v=y.points,m=y.isRange,g=y.baseLine,b=o.item.props,x=b.activeDot,O=b.hide,w=b.activeBar,j=b.activeShape,E={};"axis"!==a&&d&&"click"===d.props.trigger?E={onClick:(0,T.DO)(c.handleItemMouseEnter,t.props.onClick)}:"axis"!==a&&(E={onMouseLeave:(0,T.DO)(c.handleItemMouseLeave,t.props.onMouseLeave),onMouseEnter:(0,T.DO)(c.handleItemMouseEnter,t.props.onMouseEnter)});var k=(0,r.cloneElement)(t,ee(ee({},o.props),E));if(!O&&l&&d&&(x||w||j)){if(f>=0){if(s.dataKey&&!s.allowDuplicatedCategory){var P="function"==typeof s.dataKey?function(t){return"function"==typeof s.dataKey?s.dataKey(t.payload):null}:"payload.".concat(s.dataKey.toString());_=(0,C.Ap)(v,P,p),N=m&&g&&(0,C.Ap)(g,P,p)}else _=null==v?void 0:v[f],N=m&&g&&g[f];if(j||w){var M=void 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m?[k,null,null]:[k,null]}),en(t3(c),"renderCustomized",function(t,e,n){return(0,r.cloneElement)(t,ee(ee({key:"recharts-customized-".concat(n)},c.props),c.state))}),en(t3(c),"renderMap",{CartesianGrid:{handler:c.renderGrid,once:!0},ReferenceArea:{handler:c.renderReferenceElement},ReferenceLine:{handler:eu},ReferenceDot:{handler:c.renderReferenceElement},XAxis:{handler:eu},YAxis:{handler:eu},Brush:{handler:c.renderBrush,once:!0},Bar:{handler:c.renderGraphicChild},Line:{handler:c.renderGraphicChild},Area:{handler:c.renderGraphicChild},Radar:{handler:c.renderGraphicChild},RadialBar:{handler:c.renderGraphicChild},Scatter:{handler:c.renderGraphicChild},Pie:{handler:c.renderGraphicChild},Funnel:{handler:c.renderGraphicChild},Tooltip:{handler:c.renderCursor,once:!0},PolarGrid:{handler:c.renderPolarGrid,once:!0},PolarAngleAxis:{handler:c.renderPolarAxis},PolarRadiusAxis:{handler:c.renderPolarAxis},Customized:{handler:c.renderCustomized}}),c.clipPathId="".concat(null!==(e=t.id)&&void 0!==e?e:(0,C.EL)("recharts"),"-clip"),c.throttleTriggeredAfterMouseMove=y()(c.triggeredAfterMouseMove,null!==(o=t.throttleDelay)&&void 0!==o?o:1e3/60),c.state={},c}return o=[{key:"componentDidMount",value:function(){var t,e;this.addListener(),this.accessibilityManager.setDetails({container:this.container,offset:{left:null!==(t=this.props.margin.left)&&void 0!==t?t:0,top:null!==(e=this.props.margin.top)&&void 0!==e?e:0},coordinateList:this.state.tooltipTicks,mouseHandlerCallback:this.triggeredAfterMouseMove,layout:this.props.layout}),this.displayDefaultTooltip()}},{key:"displayDefaultTooltip",value:function(){var t=this.props,e=t.children,n=t.data,r=t.height,o=t.layout,i=(0,A.sP)(e,S.u);if(i){var a=i.props.defaultIndex;if("number"==typeof a&&!(a<0)&&!(a>this.state.tooltipTicks.length)){var u=this.state.tooltipTicks[a]&&this.state.tooltipTicks[a].value,c=ef(this.state,n,a,u),l=this.state.tooltipTicks[a].coordinate,s=(this.state.offset.top+r)/2,f="horizontal"===o?{x:l,y:s}:{y:l,x:s},p=this.state.formattedGraphicalItems.find(function(t){return"Scatter"===t.item.type.name});p&&(f=ee(ee({},f),p.props.points[a].tooltipPosition),c=p.props.points[a].tooltipPayload);var h={activeTooltipIndex:a,isTooltipActive:!0,activeLabel:u,activePayload:c,activeCoordinate:f};this.setState(h),this.renderCursor(i),this.accessibilityManager.setIndex(a)}}}},{key:"getSnapshotBeforeUpdate",value:function(t,e){if(!this.props.accessibilityLayer)return null;if(this.state.tooltipTicks!==e.tooltipTicks&&this.accessibilityManager.setDetails({coordinateList:this.state.tooltipTicks}),this.props.layout!==t.layout&&this.accessibilityManager.setDetails({layout:this.props.layout}),this.props.margin!==t.margin){var n,r;this.accessibilityManager.setDetails({offset:{left:null!==(n=this.props.margin.left)&&void 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s=(0,C.Kt)(c).scale,f=(0,C.Kt)(l).scale,p=s&&s.invert?s.invert(o.chartX):null,h=f&&f.invert?f.invert(o.chartY):null;return ee(ee({},o),{},{xValue:p,yValue:h})}var d=ep(this.state,this.props.data,this.props.layout,a);return d?ee(ee({},o),d):null}},{key:"inRange",value:function(t,e){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:1,r=this.props.layout,o=t/n,i=e/n;if("horizontal"===r||"vertical"===r){var a=this.state.offset;return o>=a.left&&o<=a.left+a.width&&i>=a.top&&i<=a.top+a.height?{x:o,y:i}:null}var u=this.state,c=u.angleAxisMap,l=u.radiusAxisMap;if(c&&l){var s=(0,C.Kt)(c);return(0,tM.z3)({x:o,y:i},s)}return null}},{key:"parseEventsOfWrapper",value:function(){var t=this.props.children,e=this.getTooltipEventType(),n=(0,A.sP)(t,S.u),r={};return n&&"axis"===e&&(r="click"===n.props.trigger?{onClick:this.handleClick}:{onMouseEnter:this.handleMouseEnter,onMouseMove:this.handleMouseMove,onMouseLeave:this.handleMouseLeave,onTouchMove:this.handleTouchMove,onTouchStart:this.handleTouchStart,onTouchEnd:this.handleTouchEnd}),ee(ee({},(0,tD.Ym)(this.props,this.handleOuterEvent)),r)}},{key:"addListener",value:function(){tC.on(tN,this.handleReceiveSyncEvent)}},{key:"removeListener",value:function(){tC.removeListener(tN,this.handleReceiveSyncEvent)}},{key:"filterFormatItem",value:function(t,e,n){for(var r=this.state.formattedGraphicalItems,o=0,i=r.length;o<i;o++){var a=r[o];if(a.item===t||a.props.key===t.key||e===(0,A.Gf)(a.item.type)&&n===a.childIndex)return a}return null}},{key:"renderClipPath",value:function(){var t=this.clipPathId,e=this.state.offset,n=e.left,o=e.top,i=e.height,a=e.width;return r.createElement("defs",null,r.createElement("clipPath",{id:t},r.createElement("rect",{x:n,y:o,height:i,width:a})))}},{key:"getXScales",value:function(){var t=this.state.xAxisMap;return t?Object.entries(t).reduce(function(t,e){var n=t2(e,2),r=n[0],o=n[1];return ee(ee({},t),{},en({},r,o.scale))},{}):null}},{key:"getYScales",value:function(){var t=this.state.yAxisMap;return t?Object.entries(t).reduce(function(t,e){var n=t2(e,2),r=n[0],o=n[1];return ee(ee({},t),{},en({},r,o.scale))},{}):null}},{key:"getXScaleByAxisId",value:function(t){var e;return null===(e=this.state.xAxisMap)||void 0===e||null===(e=e[t])||void 0===e?void 0:e.scale}},{key:"getYScaleByAxisId",value:function(t){var e;return null===(e=this.state.yAxisMap)||void 0===e||null===(e=e[t])||void 0===e?void 0:e.scale}},{key:"getItemByXY",value:function(t){var e=this.state,n=e.formattedGraphicalItems,r=e.activeItem;if(n&&n.length)for(var o=0,i=n.length;o<i;o++){var a=n[o],u=a.props,c=a.item,l=(0,A.Gf)(c.type);if("Bar"===l){var s=(u.data||[]).find(function(e){return(0,P.X)(t,e)});if(s)return{graphicalItem:a,payload:s}}else if("RadialBar"===l){var f=(u.data||[]).find(function(e){return(0,tM.z3)(t,e)});if(f)return{graphicalItem:a,payload:f}}else if((0,tz.lT)(a,r)||(0,tz.V$)(a,r)||(0,tz.w7)(a,r)){var p=(0,tz.a3)({graphicalItem:a,activeTooltipItem:r,itemData:c.props.data}),h=void 0===c.props.activeIndex?p:c.props.activeIndex;return{graphicalItem:ee(ee({},a),{},{childIndex:h}),payload:(0,tz.w7)(a,r)?c.props.data[p]:a.props.data[p]}}}return null}},{key:"render",value:function(){var t,e,n=this;if(!(0,A.TT)(this))return null;var o=this.props,i=o.children,a=o.className,u=o.width,c=o.height,l=o.style,s=o.compact,f=o.title,p=o.desc,h=t5(o,tQ),d=(0,A.L6)(h,!1);if(s)return r.createElement(w.T,t1({},d,{width:u,height:c,title:f,desc:p}),this.renderClipPath(),(0,A.eu)(i,this.renderMap));this.props.accessibilityLayer&&(d.tabIndex=null!==(t=this.props.tabIndex)&&void 0!==t?t:0,d.role=null!==(e=this.props.role)&&void 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H(e,l)},e.getIsSomeSelected=()=>{let{rowSelection:l}=t.getState();return"some"===D(e,l)},e.getIsAllSubRowsSelected=()=>{let{rowSelection:l}=t.getState();return"all"===D(e,l)},e.getCanSelect=()=>{var l;return"function"==typeof t.options.enableRowSelection?t.options.enableRowSelection(e):null==(l=t.options.enableRowSelection)||l},e.getCanSelectSubRows=()=>{var l;return"function"==typeof t.options.enableSubRowSelection?t.options.enableSubRowSelection(e):null==(l=t.options.enableSubRowSelection)||l},e.getCanMultiSelect=()=>{var l;return"function"==typeof t.options.enableMultiRowSelection?t.options.enableMultiRowSelection(e):null==(l=t.options.enableMultiRowSelection)||l},e.getToggleSelectedHandler=()=>{let t=e.getCanSelect();return l=>{var n;t&&e.toggleSelected(null==(n=l.target)?void 0:n.checked)}}}},{getDefaultColumnDef:()=>x,getInitialState:e=>({columnSizing:{},columnSizingInfo:I(),...e}),getDefaultOptions:e=>({columnResizeMode:"onEnd",columnResizeDirection:"ltr",onColumnSizingChange:o("columnSizing",e),onColumnSizingInfoChange:o("columnSizingInfo",e)}),createColumn:(e,t)=>{e.getSize=()=>{var l,n,o;let i=t.getState().columnSizing[e.id];return Math.min(Math.max(null!=(l=e.columnDef.minSize)?l:x.minSize,null!=(n=null!=i?i:e.columnDef.size)?n:x.size),null!=(o=e.columnDef.maxSize)?o:x.maxSize)},e.getStart=r(e=>[e,y(t,e),t.getState().columnSizing],(t,l)=>l.slice(0,e.getIndex(t)).reduce((e,t)=>e+t.getSize(),0),a(t.options,"debugColumns","getStart")),e.getAfter=r(e=>[e,y(t,e),t.getState().columnSizing],(t,l)=>l.slice(e.getIndex(t)+1).reduce((e,t)=>e+t.getSize(),0),a(t.options,"debugColumns","getAfter")),e.resetSize=()=>{t.setColumnSizing(t=>{let{[e.id]:l,...n}=t;return n})},e.getCanResize=()=>{var l,n;return(null==(l=e.columnDef.enableResizing)||l)&&(null==(n=t.options.enableColumnResizing)||n)},e.getIsResizing=()=>t.getState().columnSizingInfo.isResizingColumn===e.id},createHeader:(e,t)=>{e.getSize=()=>{let t=0,l=e=>{if(e.subHeaders.length)e.subHeaders.forEach(l);else{var n;t+=null!=(n=e.column.getSize())?n:0}};return l(e),t},e.getStart=()=>{if(e.index>0){let t=e.headerGroup.headers[e.index-1];return t.getStart()+t.getSize()}return 0},e.getResizeHandler=l=>{let n=t.getColumn(e.column.id),o=null==n?void 0:n.getCanResize();return i=>{if(!n||!o||(null==i.persist||i.persist(),_(i)&&i.touches&&i.touches.length>1))return;let r=e.getSize(),a=e?e.getLeafHeaders().map(e=>[e.column.id,e.column.getSize()]):[[n.id,n.getSize()]],u=_(i)?Math.round(i.touches[0].clientX):i.clientX,g={},s=(e,l)=>{"number"==typeof l&&(t.setColumnSizingInfo(e=>{var n,o;let i="rtl"===t.options.columnResizeDirection?-1:1,r=(l-(null!=(n=null==e?void 0:e.startOffset)?n:0))*i,a=Math.max(r/(null!=(o=null==e?void 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l;e.setColumnSizingInfo(t?I():null!=(l=e.initialState.columnSizingInfo)?l:I())},e.getTotalSize=()=>{var t,l;return null!=(t=null==(l=e.getHeaderGroups()[0])?void 0:l.headers.reduce((e,t)=>e+t.getSize(),0))?t:0},e.getLeftTotalSize=()=>{var t,l;return null!=(t=null==(l=e.getLeftHeaderGroups()[0])?void 0:l.headers.reduce((e,t)=>e+t.getSize(),0))?t:0},e.getCenterTotalSize=()=>{var t,l;return null!=(t=null==(l=e.getCenterHeaderGroups()[0])?void 0:l.headers.reduce((e,t)=>e+t.getSize(),0))?t:0},e.getRightTotalSize=()=>{var t,l;return null!=(t=null==(l=e.getRightHeaderGroups()[0])?void 0:l.headers.reduce((e,t)=>e+t.getSize(),0))?t:0}}}];function q(e){var t,l;let o=[...B,...null!=(t=e._features)?t:[]],i={_features:o},u=i._features.reduce((e,t)=>Object.assign(e,null==t.getDefaultOptions?void 0:t.getDefaultOptions(i)),{}),g=e=>i.options.mergeOptions?i.options.mergeOptions(u,e):{...u,...e},s={...null!=(l=e.initialState)?l:{}};i._features.forEach(e=>{var t;s=null!=(t=null==e.getInitialState?void 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l=e.getColumn(t.id);l&&(r[t.id]={sortUndefined:l.columnDef.sortUndefined,invertSorting:l.columnDef.invertSorting,sortingFn:l.getSortingFn()})});let a=e=>{let t=e.map(e=>({...e}));return t.sort((e,t)=>{for(let n=0;n<i.length;n+=1){var l;let o=i[n],a=r[o.id],u=a.sortUndefined,g=null!=(l=null==o?void 0:o.desc)&&l,s=0;if(u){let l=e.getValue(o.id),n=t.getValue(o.id),i=void 0===l,r=void 0===n;if(i||r){if("first"===u)return i?-1:1;if("last"===u)return i?1:-1;s=i&&r?0:i?u:-u}}if(0===s&&(s=a.sortingFn(e,t,o.id)),0!==s)return g&&(s*=-1),a.invertSorting&&(s*=-1),s}return e.index-t.index}),t.forEach(e=>{var t;o.push(e),null!=(t=e.subRows)&&t.length&&(e.subRows=a(e.subRows))}),t};return{rows:a(l.rows),flatRows:o,rowsById:l.rowsById}},a(e.options,"debugTable","getSortedRowModel",()=>e._autoResetPageIndex()))}}}]);
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2525-a7d77bb2600c3955.js b/litellm/proxy/_experimental/out/_next/static/chunks/2525-a7d77bb2600c3955.js
new file mode 100644
index 00000000000..689f3c5fdcd
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/2525-a7d77bb2600c3955.js
@@ -0,0 +1,4 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3221-0a12dcffbc76862d.js b/litellm/proxy/_experimental/out/_next/static/chunks/3221-0a12dcffbc76862d.js
new file mode 100644
index 00000000000..6362cd74b8d
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/3221-0a12dcffbc76862d.js
@@ -0,0 +1,4 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3250-3256164511237d25.js b/litellm/proxy/_experimental/out/_next/static/chunks/3250-3256164511237d25.js
deleted file mode 100644
index 3ef6d6d691e..00000000000
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new file mode 100644
index 00000000000..f561e487c79
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3655-03331223540a9ced.js b/litellm/proxy/_experimental/out/_next/static/chunks/3655-03331223540a9ced.js
deleted file mode 100644
index a7bdb106048..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3655-03331223540a9ced.js
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new file mode 100644
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deleted file mode 100644
index 97b95ceadb9..00000000000
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+++ /dev/null
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deleted file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/4706-c19be50afb046192.js b/litellm/proxy/_experimental/out/_next/static/chunks/4706-c19be50afb046192.js
deleted file mode 100644
index 3b76fda2b45..00000000000
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+++ /dev/null
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deleted file mode 100644
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new file mode 100644
index 00000000000..d27ea5bc64d
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deleted file mode 100644
index e2d9290eda5..00000000000
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+++ /dev/null
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deleted file mode 100644
index ea2d96447cd..00000000000
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Only strict function tools can be auto-parsed`)}}(e.tools),this._client.chat.completions.create(e,{...t,headers:{...t?.headers,"X-Stainless-Helper-Method":"beta.chat.completions.parse"}})._thenUnwrap(t=>rB(t,e))}runFunctions(e,t){return e.stream?rK.runFunctions(this._client,e,t):rL.runFunctions(this._client,e,t)}runTools(e,t){return e.stream?rK.runTools(this._client,e,t):rL.runTools(this._client,e,t)}stream(e,t){return rH.createChatCompletion(this._client,e,t)}}class rY extends tY{constructor(){super(...arguments),this.completions=new rz(this._client)}}(rY||(rY={})).Completions=rz;class rQ extends tY{create(e,t){return this._client.post("/realtime/sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class rG extends tY{create(e,t){return this._client.post("/realtime/transcription_sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class rZ extends tY{constructor(){super(...arguments),this.sessions=new rQ(this._client),this.transcriptionSessions=new rG(this._client)}}rZ.Sessions=rQ,rZ.TranscriptionSessions=rG;var r0=function(e,t,r,s){if("a"===r&&!s)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!s:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===r?s:"a"===r?s.call(e):s?s.value:t.get(e)},r1=function(e,t,r,s,n){if("m"===s)throw TypeError("Private method is not writable");if("a"===s&&!n)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!n:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===s?n.call(e,r):n?n.value=r:t.set(e,r),r};class r2 extends rC{constructor(){super(...arguments),eI.add(this),eR.set(this,[]),eP.set(this,{}),eO.set(this,{}),e$.set(this,void 0),eC.set(this,void 0),ek.set(this,void 0),eT.set(this,void 0),eB.set(this,void 0),eM.set(this,void 0),eN.set(this,void 0),ej.set(this,void 0),eL.set(this,void 0)}[(eR=new WeakMap,eP=new WeakMap,eO=new WeakMap,e$=new WeakMap,eC=new WeakMap,ek=new WeakMap,eT=new WeakMap,eB=new WeakMap,eM=new WeakMap,eN=new WeakMap,ej=new WeakMap,eL=new WeakMap,eI=new WeakSet,Symbol.asyncIterator)](){let e=[],t=[],r=!1;return this.on("event",r=>{let s=t.shift();s?s.resolve(r):e.push(r)}),this.on("end",()=>{for(let e of(r=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let s of(r=!0,t))s.reject(e);t.length=0}),this.on("error",e=>{for(let s of(r=!0,t))s.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:r?{value:void 0,done:!0}:new Promise((e,r)=>t.push({resolve:e,reject:r})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}static fromReadableStream(e){let t=new r2;return t._run(()=>t._fromReadableStream(e)),t}async _fromReadableStream(e,t){let r=t?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),this._connected();let s=e5.fromReadableStream(e,this.controller);for await(let e of s)r0(this,eI,"m",eU).call(this,e);if(s.controller.signal?.aborted)throw new k;return this._addRun(r0(this,eI,"m",eD).call(this))}toReadableStream(){return new e5(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}static createToolAssistantStream(e,t,r,s,n){let i=new r2;return i._run(()=>i._runToolAssistantStream(e,t,r,s,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),i}async _createToolAssistantStream(e,t,r,s,n){let i=n?.signal;i&&(i.aborted&&this.controller.abort(),i.addEventListener("abort",()=>this.controller.abort()));let a={...s,stream:!0},o=await e.submitToolOutputs(t,r,a,{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))r0(this,eI,"m",eU).call(this,e);if(o.controller.signal?.aborted)throw new k;return this._addRun(r0(this,eI,"m",eD).call(this))}static createThreadAssistantStream(e,t,r){let s=new r2;return s._run(()=>s._threadAssistantStream(e,t,{...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"stream"}})),s}static createAssistantStream(e,t,r,s){let n=new r2;return n._run(()=>n._runAssistantStream(e,t,r,{...s,headers:{...s?.headers,"X-Stainless-Helper-Method":"stream"}})),n}currentEvent(){return r0(this,eN,"f")}currentRun(){return r0(this,ej,"f")}currentMessageSnapshot(){return r0(this,e$,"f")}currentRunStepSnapshot(){return r0(this,eL,"f")}async finalRunSteps(){return await this.done(),Object.values(r0(this,eP,"f"))}async finalMessages(){return await this.done(),Object.values(r0(this,eO,"f"))}async finalRun(){if(await this.done(),!r0(this,eC,"f"))throw Error("Final run was not received.");return r0(this,eC,"f")}async _createThreadAssistantStream(e,t,r){let s=r?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort()));let n={...t,stream:!0},i=await e.createAndRun(n,{...r,signal:this.controller.signal});for await(let e of(this._connected(),i))r0(this,eI,"m",eU).call(this,e);if(i.controller.signal?.aborted)throw new k;return this._addRun(r0(this,eI,"m",eD).call(this))}async _createAssistantStream(e,t,r,s){let n=s?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort()));let i={...r,stream:!0},a=await e.create(t,i,{...s,signal:this.controller.signal});for await(let e of(this._connected(),a))r0(this,eI,"m",eU).call(this,e);if(a.controller.signal?.aborted)throw new k;return this._addRun(r0(this,eI,"m",eD).call(this))}static accumulateDelta(e,t){for(let[r,s]of Object.entries(t)){if(!e.hasOwnProperty(r)){e[r]=s;continue}let t=e[r];if(null==t||"index"===r||"type"===r){e[r]=s;continue}if("string"==typeof t&&"string"==typeof s)t+=s;else if("number"==typeof t&&"number"==typeof s)t+=s;else if(tz(t)&&tz(s))t=this.accumulateDelta(t,s);else if(Array.isArray(t)&&Array.isArray(s)){if(t.every(e=>"string"==typeof e||"number"==typeof e)){t.push(...s);continue}for(let e of s){if(!tz(e))throw Error(`Expected array delta entry to be an object but got: ${e}`);let r=e.index;if(null==r)throw console.error(e),Error("Expected array delta entry to have an `index` property");if("number"!=typeof r)throw Error(`Expected array delta entry \`index\` property to be a number but got ${r}`);let s=t[r];null==s?t.push(e):t[r]=this.accumulateDelta(s,e)}continue}else throw Error(`Unhandled record type: ${r}, deltaValue: ${s}, accValue: ${t}`);e[r]=t}return e}_addRun(e){return e}async _threadAssistantStream(e,t,r){return await this._createThreadAssistantStream(t,e,r)}async _runAssistantStream(e,t,r,s){return await this._createAssistantStream(t,e,r,s)}async _runToolAssistantStream(e,t,r,s,n){return await this._createToolAssistantStream(r,e,t,s,n)}}eU=function(e){if(!this.ended)switch(r1(this,eN,e,"f"),r0(this,eI,"m",eq).call(this,e),e.event){case"thread.created":break;case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":case"thread.run.requires_action":case"thread.run.completed":case"thread.run.incomplete":case"thread.run.failed":case"thread.run.cancelling":case"thread.run.cancelled":case"thread.run.expired":r0(this,eI,"m",eV).call(this,e);break;case"thread.run.step.created":case"thread.run.step.in_progress":case"thread.run.step.delta":case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":r0(this,eI,"m",eW).call(this,e);break;case"thread.message.created":case"thread.message.in_progress":case"thread.message.delta":case"thread.message.completed":case"thread.message.incomplete":r0(this,eI,"m",eF).call(this,e);break;case"error":throw Error("Encountered an error event in event processing - errors should be processed earlier")}},eD=function(){if(this.ended)throw new $("stream has ended, this shouldn't happen");if(!r0(this,eC,"f"))throw Error("Final run has not been received");return r0(this,eC,"f")},eF=function(e){let[t,r]=r0(this,eI,"m",eJ).call(this,e,r0(this,e$,"f"));for(let e of(r1(this,e$,t,"f"),r0(this,eO,"f")[t.id]=t,r)){let r=t.content[e.index];r?.type=="text"&&this._emit("textCreated",r.text)}switch(e.event){case"thread.message.created":this._emit("messageCreated",e.data);break;case"thread.message.in_progress":break;case"thread.message.delta":if(this._emit("messageDelta",e.data.delta,t),e.data.delta.content)for(let r of e.data.delta.content){if("text"==r.type&&r.text){let e=r.text,s=t.content[r.index];if(s&&"text"==s.type)this._emit("textDelta",e,s.text);else throw Error("The snapshot associated with this text delta is not text or missing")}if(r.index!=r0(this,ek,"f")){if(r0(this,eT,"f"))switch(r0(this,eT,"f").type){case"text":this._emit("textDone",r0(this,eT,"f").text,r0(this,e$,"f"));break;case"image_file":this._emit("imageFileDone",r0(this,eT,"f").image_file,r0(this,e$,"f"))}r1(this,ek,r.index,"f")}r1(this,eT,t.content[r.index],"f")}break;case"thread.message.completed":case"thread.message.incomplete":if(void 0!==r0(this,ek,"f")){let t=e.data.content[r0(this,ek,"f")];if(t)switch(t.type){case"image_file":this._emit("imageFileDone",t.image_file,r0(this,e$,"f"));break;case"text":this._emit("textDone",t.text,r0(this,e$,"f"))}}r0(this,e$,"f")&&this._emit("messageDone",e.data),r1(this,e$,void 0,"f")}},eW=function(e){let t=r0(this,eI,"m",eX).call(this,e);switch(r1(this,eL,t,"f"),e.event){case"thread.run.step.created":this._emit("runStepCreated",e.data);break;case"thread.run.step.delta":let r=e.data.delta;if(r.step_details&&"tool_calls"==r.step_details.type&&r.step_details.tool_calls&&"tool_calls"==t.step_details.type)for(let e of r.step_details.tool_calls)e.index==r0(this,eB,"f")?this._emit("toolCallDelta",e,t.step_details.tool_calls[e.index]):(r0(this,eM,"f")&&this._emit("toolCallDone",r0(this,eM,"f")),r1(this,eB,e.index,"f"),r1(this,eM,t.step_details.tool_calls[e.index],"f"),r0(this,eM,"f")&&this._emit("toolCallCreated",r0(this,eM,"f")));this._emit("runStepDelta",e.data.delta,t);break;case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":r1(this,eL,void 0,"f"),"tool_calls"==e.data.step_details.type&&r0(this,eM,"f")&&(this._emit("toolCallDone",r0(this,eM,"f")),r1(this,eM,void 0,"f")),this._emit("runStepDone",e.data,t)}},eq=function(e){r0(this,eR,"f").push(e),this._emit("event",e)},eX=function(e){switch(e.event){case"thread.run.step.created":return r0(this,eP,"f")[e.data.id]=e.data,e.data;case"thread.run.step.delta":let t=r0(this,eP,"f")[e.data.id];if(!t)throw Error("Received a RunStepDelta before creation of a snapshot");let r=e.data;if(r.delta){let s=r2.accumulateDelta(t,r.delta);r0(this,eP,"f")[e.data.id]=s}return r0(this,eP,"f")[e.data.id];case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":case"thread.run.step.in_progress":r0(this,eP,"f")[e.data.id]=e.data}if(r0(this,eP,"f")[e.data.id])return r0(this,eP,"f")[e.data.id];throw Error("No snapshot available")},eJ=function(e,t){let r=[];switch(e.event){case"thread.message.created":return[e.data,r];case"thread.message.delta":if(!t)throw Error("Received a delta with no existing snapshot (there should be one from message creation)");let s=e.data;if(s.delta.content)for(let e of s.delta.content)if(e.index in t.content){let r=t.content[e.index];t.content[e.index]=r0(this,eI,"m",eH).call(this,e,r)}else t.content[e.index]=e,r.push(e);return[t,r];case"thread.message.in_progress":case"thread.message.completed":case"thread.message.incomplete":if(t)return[t,r];throw Error("Received thread message event with no existing snapshot")}throw Error("Tried to accumulate a non-message event")},eH=function(e,t){return r2.accumulateDelta(t,e)},eV=function(e){switch(r1(this,ej,e.data,"f"),e.event){case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":break;case"thread.run.requires_action":case"thread.run.cancelled":case"thread.run.failed":case"thread.run.completed":case"thread.run.expired":r1(this,eC,e.data,"f"),r0(this,eM,"f")&&(this._emit("toolCallDone",r0(this,eM,"f")),r1(this,eM,void 0,"f"))}};class r6 extends tY{create(e,t,r){return this._client.post(`/threads/${e}/messages`,{body:t,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}retrieve(e,t,r){return this._client.get(`/threads/${e}/messages/${t}`,{...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}update(e,t,r,s){return this._client.post(`/threads/${e}/messages/${t}`,{body:r,...s,headers:{"OpenAI-Beta":"assistants=v2",...s?.headers}})}list(e,t={},r){return tR(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/messages`,r8,{query:t,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}del(e,t,r){return this._client.delete(`/threads/${e}/messages/${t}`,{...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}}class r8 extends t0{}r6.MessagesPage=r8;class r3 extends tY{retrieve(e,t,r,s={},n){return tR(s)?this.retrieve(e,t,r,{},s):this._client.get(`/threads/${e}/runs/${t}/steps/${r}`,{query:s,...n,headers:{"OpenAI-Beta":"assistants=v2",...n?.headers}})}list(e,t,r={},s){return tR(r)?this.list(e,t,{},r):this._client.getAPIList(`/threads/${e}/runs/${t}/steps`,r4,{query:r,...s,headers:{"OpenAI-Beta":"assistants=v2",...s?.headers}})}}class r4 extends t0{}r3.RunStepsPage=r4;class r5 extends tY{constructor(){super(...arguments),this.steps=new r3(this._client)}create(e,t,r){let{include:s,...n}=t;return this._client.post(`/threads/${e}/runs`,{query:{include:s},body:n,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers},stream:t.stream??!1})}retrieve(e,t,r){return this._client.get(`/threads/${e}/runs/${t}`,{...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}update(e,t,r,s){return this._client.post(`/threads/${e}/runs/${t}`,{body:r,...s,headers:{"OpenAI-Beta":"assistants=v2",...s?.headers}})}list(e,t={},r){return tR(t)?this.list(e,{},t):this._client.getAPIList(`/threads/${e}/runs`,r9,{query:t,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}cancel(e,t,r){return this._client.post(`/threads/${e}/runs/${t}/cancel`,{...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}async createAndPoll(e,t,r){let s=await this.create(e,t,r);return await this.poll(e,s.id,r)}createAndStream(e,t,r){return r2.createAssistantStream(e,this._client.beta.threads.runs,t,r)}async poll(e,t,r){let s={...r?.headers,"X-Stainless-Poll-Helper":"true"};for(r?.pollIntervalMs&&(s["X-Stainless-Custom-Poll-Interval"]=r.pollIntervalMs.toString());;){let{data:n,response:i}=await this.retrieve(e,t,{...r,headers:{...r?.headers,...s}}).withResponse();switch(n.status){case"queued":case"in_progress":case"cancelling":let a=5e3;if(r?.pollIntervalMs)a=r.pollIntervalMs;else{let e=i.headers.get("openai-poll-after-ms");if(e){let t=parseInt(e);isNaN(t)||(a=t)}}await tM(a);break;case"requires_action":case"incomplete":case"cancelled":case"completed":case"failed":case"expired":return n}}}stream(e,t,r){return r2.createAssistantStream(e,this._client.beta.threads.runs,t,r)}submitToolOutputs(e,t,r,s){return this._client.post(`/threads/${e}/runs/${t}/submit_tool_outputs`,{body:r,...s,headers:{"OpenAI-Beta":"assistants=v2",...s?.headers},stream:r.stream??!1})}async submitToolOutputsAndPoll(e,t,r,s){let n=await this.submitToolOutputs(e,t,r,s);return await this.poll(e,n.id,s)}submitToolOutputsStream(e,t,r,s){return r2.createToolAssistantStream(e,t,this._client.beta.threads.runs,r,s)}}class r9 extends t0{}r5.RunsPage=r9,r5.Steps=r3,r5.RunStepsPage=r4;class r7 extends tY{constructor(){super(...arguments),this.runs=new r5(this._client),this.messages=new r6(this._client)}create(e={},t){return tR(e)?this.create({},e):this._client.post("/threads",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}retrieve(e,t){return this._client.get(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}update(e,t,r){return this._client.post(`/threads/${e}`,{body:t,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}del(e,t){return this._client.delete(`/threads/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}createAndRun(e,t){return this._client.post("/threads/runs",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers},stream:e.stream??!1})}async createAndRunPoll(e,t){let r=await this.createAndRun(e,t);return await this.runs.poll(r.thread_id,r.id,t)}createAndRunStream(e,t){return r2.createThreadAssistantStream(e,this._client.beta.threads,t)}}r7.Runs=r5,r7.RunsPage=r9,r7.Messages=r6,r7.MessagesPage=r8;class se extends tY{constructor(){super(...arguments),this.realtime=new rZ(this._client),this.chat=new rY(this._client),this.assistants=new rA(this._client),this.threads=new r7(this._client)}}se.Realtime=rZ,se.Assistants=rA,se.AssistantsPage=rS,se.Threads=r7;class st extends tY{create(e,t){return this._client.post("/batches",{body:e,...t})}retrieve(e,t){return this._client.get(`/batches/${e}`,t)}list(e={},t){return tR(e)?this.list({},e):this._client.getAPIList("/batches",sr,{query:e,...t})}cancel(e,t){return this._client.post(`/batches/${e}/cancel`,t)}}class sr extends t0{}st.BatchesPage=sr;class ss extends tY{create(e,t,r){return this._client.post(`/uploads/${e}/parts`,th({body:t,...r}))}}class sn extends tY{constructor(){super(...arguments),this.parts=new ss(this._client)}create(e,t){return this._client.post("/uploads",{body:e,...t})}cancel(e,t){return this._client.post(`/uploads/${e}/cancel`,t)}complete(e,t,r){return this._client.post(`/uploads/${e}/complete`,{body:t,...r})}}function si(e,t){let r=e.output.map(e=>{if("function_call"===e.type)return{...e,parsed_arguments:function(e,t){var r,s;let n=(r=e.tools??[],s=t.name,r.find(e=>"function"===e.type&&e.name===s));return{...t,...t,parsed_arguments:n?.$brand==="auto-parseable-tool"?n.$parseRaw(t.arguments):n?.strict?JSON.parse(t.arguments):null}}(t,e)};if("message"===e.type){let r=e.content.map(e=>{var r;return"output_text"===e.type?{...e,parsed:(r=e.text,t.text?.format?.type!=="json_schema"?null:"$parseRaw"in t.text?.format?(t.text?.format).$parseRaw(r):JSON.parse(r))}:e});return{...e,content:r}}return 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/6600-984fe11d743e5651.js b/litellm/proxy/_experimental/out/_next/static/chunks/6600-1c55511ad9da9e4d.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/6600-984fe11d743e5651.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/6600-1c55511ad9da9e4d.js
index 0d7faf3463e..20b7ecee0e7 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/6600-984fe11d743e5651.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/6600-1c55511ad9da9e4d.js
@@ -1 +1 @@
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n=arguments.length>1&&void 0!==arguments[1]&&arguments[1],o=arguments.length>2&&void 0!==arguments[2]?arguments[2]:null;if(!e.destroyed){var r=!1,a=!0,l={};Object.keys(t).forEach(function(n){if(e.props.hasOwnProperty(n)){a=!1;return}r=!0,l[n]=t[n]}),r&&(!n||a)&&e.setState((0,C.Z)((0,C.Z)({},l),o))}}),(0,E.Z)((0,tX.Z)(e),"scrollTo",function(t){e.listRef.current.scrollTo(t)}),e}return(0,tV.Z)(n,[{key:"componentDidMount",value:function(){this.destroyed=!1,this.onUpdated()}},{key:"componentDidUpdate",value:function(){this.onUpdated()}},{key:"onUpdated",value:function(){var e=this.props,t=e.activeKey,n=e.itemScrollOffset;void 0!==t&&t!==this.state.activeKey&&(this.setState({activeKey:t}),null!==t&&this.scrollTo({key:t,offset:void 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e,t=this.state,n=t.focused,r=t.flattenNodes,a=t.keyEntities,l=t.draggingNodeKey,c=t.activeKey,i=t.dropLevelOffset,d=t.dropContainerKey,s=t.dropTargetKey,u=t.dropPosition,f=t.dragOverNodeKey,m=t.indent,h=this.props,v=h.prefixCls,g=h.className,b=h.style,y=h.showLine,x=h.focusable,w=h.tabIndex,C=h.selectable,S=h.showIcon,N=h.icon,K=h.switcherIcon,O=h.draggable,I=h.checkable,R=h.checkStrictly,P=h.disabled,M=h.motion,T=h.loadData,D=h.filterTreeNode,L=h.height,j=h.itemHeight,B=h.scrollWidth,H=h.virtual,z=h.titleRender,A=h.dropIndicatorRender,W=h.onContextMenu,_=h.onScroll,q=h.direction,V=h.rootClassName,X=h.rootStyle,U=(0,F.Z)(this.props,{aria:!0,data:!0});O&&(e="object"===(0,k.Z)(O)?O:"function"==typeof O?{nodeDraggable:O}:{});var 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deleted file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7155-f1ead8929f0348d5.js b/litellm/proxy/_experimental/out/_next/static/chunks/7155-f1ead8929f0348d5.js
deleted file mode 100644
index 67240d71ce6..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/7155-f1ead8929f0348d5.js
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new file mode 100644
index 00000000000..7b72df4c3e2
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7164-07e3b83f05059010.js b/litellm/proxy/_experimental/out/_next/static/chunks/7164-b089dfb991cc1d8c.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/7164-07e3b83f05059010.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/7164-b089dfb991cc1d8c.js
index b7d630bc2ac..d7d30abf32a 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/7164-07e3b83f05059010.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/7164-b089dfb991cc1d8c.js
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rM(this,es,"f")}abort(){this.controller.abort()}on(e,t){return(rM(this,ee,"f")[e]||(rM(this,ee,"f")[e]=[])).push({listener:t}),this}off(e,t){let r=rM(this,ee,"f")[e];if(!r)return this;let s=r.findIndex(e=>e.listener===t);return s>=0&&r.splice(s,1),this}once(e,t){return(rM(this,ee,"f")[e]||(rM(this,ee,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,r)=>{rB(this,en,!0,"f"),"error"!==e&&this.once("error",r),this.once(e,t)})}async done(){rB(this,en,!0,"f"),await rM(this,Q,"f")}_emit(e,...t){if(rM(this,et,"f"))return;"end"===e&&(rB(this,et,!0,"f"),rM(this,G,"f").call(this));let r=rM(this,ee,"f")[e];if(r&&(rM(this,ee,"f")[e]=r.filter(e=>!e.once),r.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];rM(this,en,"f")||r?.length||Promise.reject(e),rM(this,Y,"f").call(this,e),rM(this,Z,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];rM(this,en,"f")||r?.length||Promise.reject(e),rM(this,Y,"f").call(this,e),rM(this,Z,"f").call(this,e),this._emit("end")}}_emitFinal(){}}function rj(e){return e?.$brand==="auto-parseable-response-format"}function rL(e){return e?.$brand==="auto-parseable-tool"}function rU(e,t){let r=e.choices.map(e=>{var r;if("length"===e.finish_reason)throw new q;if("content_filter"===e.finish_reason)throw new X;return{...e,message:{...e.message,...e.message.tool_calls?{tool_calls:e.message.tool_calls?.map(e=>(function(e,t){let r=e.tools?.find(e=>e.function?.name===t.function.name);return{...t,function:{...t.function,parsed_arguments:rL(r)?r.$parseRaw(t.function.arguments):r?.function.strict?JSON.parse(t.function.arguments):null}}})(t,e))??void 0}:void 0,parsed:e.message.content&&!e.message.refusal?(r=e.message.content,t.response_format?.type!=="json_schema"?null:t.response_format?.type==="json_schema"?"$parseRaw"in t.response_format?t.response_format.$parseRaw(r):JSON.parse(r):null):null}}});return{...e,choices:r}}function rD(e){return!!rj(e.response_format)||(e.tools?.some(e=>rL(e)||"function"===e.type&&!0===e.function.strict)??!1)}K=new WeakMap,z=new WeakMap,Y=new WeakMap,Q=new WeakMap,G=new WeakMap,Z=new WeakMap,ee=new WeakMap,et=new WeakMap,er=new WeakMap,es=new WeakMap,en=new WeakMap,V=new WeakSet,ei=function(e){if(rB(this,er,!0,"f"),e instanceof Error&&"AbortError"===e.name&&(e=new k),e instanceof k)return rB(this,es,!0,"f"),this._emit("abort",e);if(e instanceof O)return this._emit("error",e);if(e instanceof Error){let t=new O(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new O(String(e)))};var rF=function(e,t,r,s){if("a"===r&&!s)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!s:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===r?s:"a"===r?s.call(e):s?s.value:t.get(e)};class rW extends rN{constructor(){super(...arguments),ea.add(this),this._chatCompletions=[],this.messages=[]}_addChatCompletion(e){this._chatCompletions.push(e),this._emit("chatCompletion",e);let t=e.choices[0]?.message;return t&&this._addMessage(t),e}_addMessage(e,t=!0){if("content"in e||(e.content=null),this.messages.push(e),t){if(this._emit("message",e),(rk(e)||rT(e))&&e.content)this._emit("functionCallResult",e.content);else if(rC(e)&&e.function_call)this._emit("functionCall",e.function_call);else if(rC(e)&&e.tool_calls)for(let t of e.tool_calls)"function"===t.type&&this._emit("functionCall",t.function)}}async finalChatCompletion(){await this.done();let e=this._chatCompletions[this._chatCompletions.length-1];if(!e)throw new O("stream ended without producing a ChatCompletion");return e}async finalContent(){return await this.done(),rF(this,ea,"m",eo).call(this)}async finalMessage(){return await this.done(),rF(this,ea,"m",el).call(this)}async finalFunctionCall(){return await this.done(),rF(this,ea,"m",eu).call(this)}async finalFunctionCallResult(){return await this.done(),rF(this,ea,"m",ec).call(this)}async totalUsage(){return await this.done(),rF(this,ea,"m",eh).call(this)}allChatCompletions(){return[...this._chatCompletions]}_emitFinal(){let e=this._chatCompletions[this._chatCompletions.length-1];e&&this._emit("finalChatCompletion",e);let t=rF(this,ea,"m",el).call(this);t&&this._emit("finalMessage",t);let r=rF(this,ea,"m",eo).call(this);r&&this._emit("finalContent",r);let s=rF(this,ea,"m",eu).call(this);s&&this._emit("finalFunctionCall",s);let n=rF(this,ea,"m",ec).call(this);null!=n&&this._emit("finalFunctionCallResult",n),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",rF(this,ea,"m",eh).call(this))}async _createChatCompletion(e,t,r){let s=r?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort())),rF(this,ea,"m",ef).call(this,t);let n=await e.chat.completions.create({...t,stream:!1},{...r,signal:this.controller.signal});return this._connected(),this._addChatCompletion(rU(n,t))}async _runChatCompletion(e,t,r){for(let e of t.messages)this._addMessage(e,!1);return await this._createChatCompletion(e,t,r)}async _runFunctions(e,t,r){let s="function",{function_call:n="auto",stream:i,...a}=t,o="string"!=typeof n&&n?.name,{maxChatCompletions:l=10}=r||{},u={};for(let e of t.functions)u[e.name||e.function.name]=e;let c=t.functions.map(e=>({name:e.name||e.function.name,parameters:e.parameters,description:e.description}));for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<l;++t){let t;let i=await this._createChatCompletion(e,{...a,function_call:n,functions:c,messages:[...this.messages]},r),l=i.choices[0]?.message;if(!l)throw new O("missing message in ChatCompletion response");if(!l.function_call)return;let{name:h,arguments:f}=l.function_call,d=u[h];if(d){if(o&&o!==h){let e=`Invalid function_call: ${JSON.stringify(h)}. ${JSON.stringify(o)} requested. Please try again`;this._addMessage({role:s,name:h,content:e});continue}}else{let e=`Invalid function_call: ${JSON.stringify(h)}. Available options are: ${c.map(e=>JSON.stringify(e.name)).join(", ")}. Please try again`;this._addMessage({role:s,name:h,content:e});continue}try{t=rO(d)?await d.parse(f):f}catch(e){this._addMessage({role:s,name:h,content:e instanceof Error?e.message:String(e)});continue}let p=await d.function(t,this),m=rF(this,ea,"m",ed).call(this,p);if(this._addMessage({role:s,name:h,content:m}),o)return}}async _runTools(e,t,r){let s="tool",{tool_choice:n="auto",stream:i,...a}=t,o="string"!=typeof n&&n?.function?.name,{maxChatCompletions:l=10}=r||{},u=t.tools.map(e=>{if(rL(e)){if(!e.$callback)throw new O("Tool given to `.runTools()` that does not have an associated function");return{type:"function",function:{function:e.$callback,name:e.function.name,description:e.function.description||"",parameters:e.function.parameters,parse:e.$parseRaw,strict:!0}}}return e}),c={};for(let e of u)"function"===e.type&&(c[e.function.name||e.function.function.name]=e.function);let h="tools"in t?u.map(e=>"function"===e.type?{type:"function",function:{name:e.function.name||e.function.function.name,parameters:e.function.parameters,description:e.function.description,strict:e.function.strict}}:e):void 0;for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<l;++t){let t=await this._createChatCompletion(e,{...a,tool_choice:n,tools:h,messages:[...this.messages]},r),i=t.choices[0]?.message;if(!i)throw new O("missing message in ChatCompletion response");if(!i.tool_calls?.length)break;for(let e of i.tool_calls){let t;if("function"!==e.type)continue;let r=e.id,{name:n,arguments:i}=e.function,a=c[n];if(a){if(o&&o!==n){let e=`Invalid tool_call: ${JSON.stringify(n)}. ${JSON.stringify(o)} requested. Please try again`;this._addMessage({role:s,tool_call_id:r,content:e});continue}}else{let e=`Invalid tool_call: ${JSON.stringify(n)}. Available options are: ${Object.keys(c).map(e=>JSON.stringify(e)).join(", ")}. Please try again`;this._addMessage({role:s,tool_call_id:r,content:e});continue}try{t=rO(a)?await a.parse(i):i}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:s,tool_call_id:r,content:e});continue}let l=await a.function(t,this),u=rF(this,ea,"m",ed).call(this,l);if(this._addMessage({role:s,tool_call_id:r,content:u}),o)return}}}}ea=new WeakSet,eo=function(){return rF(this,ea,"m",el).call(this).content??null},el=function(){let e=this.messages.length;for(;e-- >0;){let t=this.messages[e];if(rC(t)){let{function_call:e,...r}=t,s={...r,content:t.content??null,refusal:t.refusal??null};return e&&(s.function_call=e),s}}throw new O("stream ended without producing a ChatCompletionMessage with role=assistant")},eu=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(rC(t)&&t?.function_call)return t.function_call;if(rC(t)&&t?.tool_calls?.length)return t.tool_calls.at(-1)?.function}},ec=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(rk(t)&&null!=t.content||rT(t)&&null!=t.content&&"string"==typeof t.content&&this.messages.some(e=>"assistant"===e.role&&e.tool_calls?.some(e=>"function"===e.type&&e.id===t.tool_call_id)))return t.content}},eh=function(){let e={completion_tokens:0,prompt_tokens:0,total_tokens:0};for(let{usage:t}of this._chatCompletions)t&&(e.completion_tokens+=t.completion_tokens,e.prompt_tokens+=t.prompt_tokens,e.total_tokens+=t.total_tokens);return e},ef=function(e){if(null!=e.n&&e.n>1)throw new O("ChatCompletion convenience helpers only support n=1 at this time. 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JSON.parse(e.substring(a,e.lastIndexOf("e")))}catch(e){i(String(e))}}},h=()=>{for(;s<r&&" \n\r	".includes(e[s]);)s++};return a()},rK=e=>(function(e,t=rX.ALL){if("string"!=typeof e)throw TypeError(`expecting str, got ${typeof e}`);if(!e.trim())throw Error(`${e} is empty`);return rV(e.trim(),t)})(e,rX.ALL^rX.NUM);var rz=function(e,t,r,s,n){if("m"===s)throw TypeError("Private method is not writable");if("a"===s&&!n)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!n:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===s?n.call(e,r):n?n.value=r:t.set(e,r),r},rY=function(e,t,r,s){if("a"===r&&!s)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!s:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===r?s:"a"===r?s.call(e):s?s.value:t.get(e)};class rQ extends rW{constructor(e){super(),ep.add(this),em.set(this,void 0),eg.set(this,void 0),ey.set(this,void 0),rz(this,em,e,"f"),rz(this,eg,[],"f")}get currentChatCompletionSnapshot(){return rY(this,ey,"f")}static fromReadableStream(e){let t=new rQ(null);return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,r){let s=new rQ(t);return s._run(()=>s._runChatCompletion(e,{...t,stream:!0},{...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"stream"}})),s}async _createChatCompletion(e,t,r){super._createChatCompletion;let s=r?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort())),rY(this,ep,"m",ew).call(this);let n=await e.chat.completions.create({...t,stream:!0},{...r,signal:this.controller.signal});for await(let e of(this._connected(),n))rY(this,ep,"m",e_).call(this,e);if(n.controller.signal?.aborted)throw new k;return this._addChatCompletion(rY(this,ep,"m",eA).call(this))}async _fromReadableStream(e,t){let r;let s=t?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort())),rY(this,ep,"m",ew).call(this),this._connected();let n=e3.fromReadableStream(e,this.controller);for await(let e of n)r&&r!==e.id&&this._addChatCompletion(rY(this,ep,"m",eA).call(this)),rY(this,ep,"m",e_).call(this,e),r=e.id;if(n.controller.signal?.aborted)throw new k;return this._addChatCompletion(rY(this,ep,"m",eA).call(this))}[(em=new WeakMap,eg=new WeakMap,ey=new WeakMap,ep=new WeakSet,ew=function(){this.ended||rz(this,ey,void 0,"f")},eb=function(e){let t=rY(this,eg,"f")[e.index];return t||(t={content_done:!1,refusal_done:!1,logprobs_content_done:!1,logprobs_refusal_done:!1,done_tool_calls:new Set,current_tool_call_index:null},rY(this,eg,"f")[e.index]=t),t},e_=function(e){if(this.ended)return;let t=rY(this,ep,"m",eE).call(this,e);for(let r of(this._emit("chunk",e,t),e.choices)){let e=t.choices[r.index];null!=r.delta.content&&e.message?.role==="assistant"&&e.message?.content&&(this._emit("content",r.delta.content,e.message.content),this._emit("content.delta",{delta:r.delta.content,snapshot:e.message.content,parsed:e.message.parsed})),null!=r.delta.refusal&&e.message?.role==="assistant"&&e.message?.refusal&&this._emit("refusal.delta",{delta:r.delta.refusal,snapshot:e.message.refusal}),r.logprobs?.content!=null&&e.message?.role==="assistant"&&this._emit("logprobs.content.delta",{content:r.logprobs?.content,snapshot:e.logprobs?.content??[]}),r.logprobs?.refusal!=null&&e.message?.role==="assistant"&&this._emit("logprobs.refusal.delta",{refusal:r.logprobs?.refusal,snapshot:e.logprobs?.refusal??[]});let s=rY(this,ep,"m",eb).call(this,e);for(let t of(e.finish_reason&&(rY(this,ep,"m",ex).call(this,e),null!=s.current_tool_call_index&&rY(this,ep,"m",ev).call(this,e,s.current_tool_call_index)),r.delta.tool_calls??[]))s.current_tool_call_index!==t.index&&(rY(this,ep,"m",ex).call(this,e),null!=s.current_tool_call_index&&rY(this,ep,"m",ev).call(this,e,s.current_tool_call_index)),s.current_tool_call_index=t.index;for(let t of r.delta.tool_calls??[]){let r=e.message.tool_calls?.[t.index];r?.type&&(r?.type==="function"?this._emit("tool_calls.function.arguments.delta",{name:r.function?.name,index:t.index,arguments:r.function.arguments,parsed_arguments:r.function.parsed_arguments,arguments_delta:t.function?.arguments??""}):r?.type)}}},ev=function(e,t){if(rY(this,ep,"m",eb).call(this,e).done_tool_calls.has(t))return;let r=e.message.tool_calls?.[t];if(!r)throw Error("no tool call snapshot");if(!r.type)throw Error("tool call snapshot missing `type`");if("function"===r.type){let e=rY(this,em,"f")?.tools?.find(e=>"function"===e.type&&e.function.name===r.function.name);this._emit("tool_calls.function.arguments.done",{name:r.function.name,index:t,arguments:r.function.arguments,parsed_arguments:rL(e)?e.$parseRaw(r.function.arguments):e?.function.strict?JSON.parse(r.function.arguments):null})}else r.type},ex=function(e){let t=rY(this,ep,"m",eb).call(this,e);if(e.message.content&&!t.content_done){t.content_done=!0;let r=rY(this,ep,"m",eS).call(this);this._emit("content.done",{content:e.message.content,parsed:r?r.$parseRaw(e.message.content):null})}e.message.refusal&&!t.refusal_done&&(t.refusal_done=!0,this._emit("refusal.done",{refusal:e.message.refusal})),e.logprobs?.content&&!t.logprobs_content_done&&(t.logprobs_content_done=!0,this._emit("logprobs.content.done",{content:e.logprobs.content})),e.logprobs?.refusal&&!t.logprobs_refusal_done&&(t.logprobs_refusal_done=!0,this._emit("logprobs.refusal.done",{refusal:e.logprobs.refusal}))},eA=function(){if(this.ended)throw new O("stream has ended, this shouldn't happen");let e=rY(this,ey,"f");if(!e)throw new O("request ended without sending any chunks");return rz(this,ey,void 0,"f"),rz(this,eg,[],"f"),function(e,t){var r;let{id:s,choices:n,created:i,model:a,system_fingerprint:o,...l}=e;return r={...l,id:s,choices:n.map(({message:t,finish_reason:r,index:s,logprobs:n,...i})=>{if(!r)throw new O(`missing finish_reason for choice ${s}`);let{content:a=null,function_call:o,tool_calls:l,...u}=t,c=t.role;if(!c)throw new O(`missing role for choice ${s}`);if(o){let{arguments:e,name:l}=o;if(null==e)throw new O(`missing function_call.arguments for choice ${s}`);if(!l)throw new O(`missing function_call.name for choice ${s}`);return{...i,message:{content:a,function_call:{arguments:e,name:l},role:c,refusal:t.refusal??null},finish_reason:r,index:s,logprobs:n}}return l?{...i,index:s,finish_reason:r,logprobs:n,message:{...u,role:c,content:a,refusal:t.refusal??null,tool_calls:l.map((t,r)=>{let{function:n,type:i,id:a,...o}=t,{arguments:l,name:u,...c}=n||{};if(null==a)throw new O(`missing choices[${s}].tool_calls[${r}].id
+${rG(e)}`);if(null==i)throw new O(`missing choices[${s}].tool_calls[${r}].type
+${rG(e)}`);if(null==u)throw new O(`missing choices[${s}].tool_calls[${r}].function.name
+${rG(e)}`);if(null==l)throw new O(`missing choices[${s}].tool_calls[${r}].function.arguments
+${rG(e)}`);return{...o,id:a,type:i,function:{...c,name:u,arguments:l}}})}}:{...i,message:{...u,content:a,role:c,refusal:t.refusal??null},finish_reason:r,index:s,logprobs:n}}),created:i,model:a,object:"chat.completion",...o?{system_fingerprint:o}:{}},t&&rD(t)?rU(r,t):{...r,choices:r.choices.map(e=>({...e,message:{...e.message,parsed:null,...e.message.tool_calls?{tool_calls:e.message.tool_calls}:void 0}}))}}(e,rY(this,em,"f"))},eS=function(){let e=rY(this,em,"f")?.response_format;return rj(e)?e:null},eE=function(e){var t,r,s,n;let i=rY(this,ey,"f"),{choices:a,...o}=e;for(let{delta:a,finish_reason:l,index:u,logprobs:c=null,...h}of(i?Object.assign(i,o):i=rz(this,ey,{...o,choices:[]},"f"),e.choices)){let e=i.choices[u];if(e||(e=i.choices[u]={finish_reason:l,index:u,message:{},logprobs:c,...h}),c){if(e.logprobs){let{content:s,refusal:n,...i}=c;Object.assign(e.logprobs,i),s&&((t=e.logprobs).content??(t.content=[]),e.logprobs.content.push(...s)),n&&((r=e.logprobs).refusal??(r.refusal=[]),e.logprobs.refusal.push(...n))}else e.logprobs=Object.assign({},c)}if(l&&(e.finish_reason=l,rY(this,em,"f")&&rD(rY(this,em,"f")))){if("length"===l)throw new q;if("content_filter"===l)throw new X}if(Object.assign(e,h),!a)continue;let{content:o,refusal:f,function_call:d,role:p,tool_calls:m,...g}=a;if(Object.assign(e.message,g),f&&(e.message.refusal=(e.message.refusal||"")+f),p&&(e.message.role=p),d&&(e.message.function_call?(d.name&&(e.message.function_call.name=d.name),d.arguments&&((s=e.message.function_call).arguments??(s.arguments=""),e.message.function_call.arguments+=d.arguments)):e.message.function_call=d),o&&(e.message.content=(e.message.content||"")+o,!e.message.refusal&&rY(this,ep,"m",eS).call(this)&&(e.message.parsed=rK(e.message.content))),m)for(let{index:t,id:r,type:s,function:i,...a}of(e.message.tool_calls||(e.message.tool_calls=[]),m)){let o=(n=e.message.tool_calls)[t]??(n[t]={});Object.assign(o,a),r&&(o.id=r),s&&(o.type=s),i&&(o.function??(o.function={name:i.name??"",arguments:""})),i?.name&&(o.function.name=i.name),i?.arguments&&(o.function.arguments+=i.arguments,function(e,t){if(!e)return!1;let r=e.tools?.find(e=>e.function?.name===t.function.name);return rL(r)||r?.function.strict||!1}(rY(this,em,"f"),o)&&(o.function.parsed_arguments=rK(o.function.arguments)))}}return i},Symbol.asyncIterator)](){let e=[],t=[],r=!1;return this.on("chunk",r=>{let s=t.shift();s?s.resolve(r):e.push(r)}),this.on("end",()=>{for(let e of(r=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let s of(r=!0,t))s.reject(e);t.length=0}),this.on("error",e=>{for(let s of(r=!0,t))s.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:r?{value:void 0,done:!0}:new Promise((e,r)=>t.push({resolve:e,reject:r})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new e3(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}function rG(e){return JSON.stringify(e)}class rZ extends rQ{static fromReadableStream(e){let t=new rZ(null);return t._run(()=>t._fromReadableStream(e)),t}static runFunctions(e,t,r){let s=new rZ(null),n={...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"runFunctions"}};return s._run(()=>s._runFunctions(e,t,n)),s}static runTools(e,t,r){let s=new rZ(t),n={...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"runTools"}};return s._run(()=>s._runTools(e,t,n)),s}}class r0 extends tY{parse(e,t){return!function(e){for(let t of e??[]){if("function"!==t.type)throw new O(`Currently only \`function\` tool types support auto-parsing; Received \`${t.type}\``);if(!0!==t.function.strict)throw new O(`The \`${t.function.name}\` tool is not marked with \`strict: true\`. Only strict function tools can be auto-parsed`)}}(e.tools),this._client.chat.completions.create(e,{...t,headers:{...t?.headers,"X-Stainless-Helper-Method":"beta.chat.completions.parse"}})._thenUnwrap(t=>rU(t,e))}runFunctions(e,t){return e.stream?rZ.runFunctions(this._client,e,t):rq.runFunctions(this._client,e,t)}runTools(e,t){return e.stream?rZ.runTools(this._client,e,t):rq.runTools(this._client,e,t)}stream(e,t){return rQ.createChatCompletion(this._client,e,t)}}class r1 extends tY{constructor(){super(...arguments),this.completions=new r0(this._client)}}(r1||(r1={})).Completions=r0;class r2 extends tY{create(e,t){return this._client.post("/realtime/sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class r6 extends tY{create(e,t){return this._client.post("/realtime/transcription_sessions",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers}})}}class r8 extends tY{constructor(){super(...arguments),this.sessions=new r2(this._client),this.transcriptionSessions=new r6(this._client)}}r8.Sessions=r2,r8.TranscriptionSessions=r6;var r5=function(e,t,r,s){if("a"===r&&!s)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!s:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===r?s:"a"===r?s.call(e):s?s.value:t.get(e)},r4=function(e,t,r,s,n){if("m"===s)throw TypeError("Private method is not writable");if("a"===s&&!n)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!n:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===s?n.call(e,r):n?n.value=r:t.set(e,r),r};class r3 extends rN{constructor(){super(...arguments),eI.add(this),eR.set(this,[]),eP.set(this,{}),e$.set(this,{}),eO.set(this,void 0),eC.set(this,void 0),ek.set(this,void 0),eT.set(this,void 0),eB.set(this,void 0),eM.set(this,void 0),eN.set(this,void 0),ej.set(this,void 0),eL.set(this,void 0)}[(eR=new WeakMap,eP=new WeakMap,e$=new WeakMap,eO=new WeakMap,eC=new WeakMap,ek=new WeakMap,eT=new WeakMap,eB=new WeakMap,eM=new WeakMap,eN=new WeakMap,ej=new WeakMap,eL=new WeakMap,eI=new WeakSet,Symbol.asyncIterator)](){let e=[],t=[],r=!1;return this.on("event",r=>{let s=t.shift();s?s.resolve(r):e.push(r)}),this.on("end",()=>{for(let e of(r=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let s of(r=!0,t))s.reject(e);t.length=0}),this.on("error",e=>{for(let s of(r=!0,t))s.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:r?{value:void 0,done:!0}:new Promise((e,r)=>t.push({resolve:e,reject:r})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}static fromReadableStream(e){let t=new r3;return t._run(()=>t._fromReadableStream(e)),t}async _fromReadableStream(e,t){let r=t?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),this._connected();let s=e3.fromReadableStream(e,this.controller);for await(let e of s)r5(this,eI,"m",eU).call(this,e);if(s.controller.signal?.aborted)throw new k;return this._addRun(r5(this,eI,"m",eD).call(this))}toReadableStream(){return new e3(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}static createToolAssistantStream(e,t,r,s,n){let i=new r3;return i._run(()=>i._runToolAssistantStream(e,t,r,s,{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),i}async _createToolAssistantStream(e,t,r,s,n){let i=n?.signal;i&&(i.aborted&&this.controller.abort(),i.addEventListener("abort",()=>this.controller.abort()));let a={...s,stream:!0},o=await e.submitToolOutputs(t,r,a,{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))r5(this,eI,"m",eU).call(this,e);if(o.controller.signal?.aborted)throw new k;return this._addRun(r5(this,eI,"m",eD).call(this))}static createThreadAssistantStream(e,t,r){let s=new r3;return s._run(()=>s._threadAssistantStream(e,t,{...r,headers:{...r?.headers,"X-Stainless-Helper-Method":"stream"}})),s}static createAssistantStream(e,t,r,s){let n=new r3;return n._run(()=>n._runAssistantStream(e,t,r,{...s,headers:{...s?.headers,"X-Stainless-Helper-Method":"stream"}})),n}currentEvent(){return r5(this,eN,"f")}currentRun(){return r5(this,ej,"f")}currentMessageSnapshot(){return r5(this,eO,"f")}currentRunStepSnapshot(){return r5(this,eL,"f")}async finalRunSteps(){return await this.done(),Object.values(r5(this,eP,"f"))}async finalMessages(){return await this.done(),Object.values(r5(this,e$,"f"))}async finalRun(){if(await this.done(),!r5(this,eC,"f"))throw Error("Final run was not received.");return r5(this,eC,"f")}async _createThreadAssistantStream(e,t,r){let s=r?.signal;s&&(s.aborted&&this.controller.abort(),s.addEventListener("abort",()=>this.controller.abort()));let n={...t,stream:!0},i=await e.createAndRun(n,{...r,signal:this.controller.signal});for await(let e of(this._connected(),i))r5(this,eI,"m",eU).call(this,e);if(i.controller.signal?.aborted)throw new k;return this._addRun(r5(this,eI,"m",eD).call(this))}async _createAssistantStream(e,t,r,s){let n=s?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort()));let i={...r,stream:!0},a=await e.create(t,i,{...s,signal:this.controller.signal});for await(let e of(this._connected(),a))r5(this,eI,"m",eU).call(this,e);if(a.controller.signal?.aborted)throw new k;return this._addRun(r5(this,eI,"m",eD).call(this))}static accumulateDelta(e,t){for(let[r,s]of Object.entries(t)){if(!e.hasOwnProperty(r)){e[r]=s;continue}let t=e[r];if(null==t||"index"===r||"type"===r){e[r]=s;continue}if("string"==typeof t&&"string"==typeof s)t+=s;else if("number"==typeof t&&"number"==typeof s)t+=s;else if(tz(t)&&tz(s))t=this.accumulateDelta(t,s);else if(Array.isArray(t)&&Array.isArray(s)){if(t.every(e=>"string"==typeof e||"number"==typeof e)){t.push(...s);continue}for(let e of s){if(!tz(e))throw Error(`Expected array delta entry to be an object but got: ${e}`);let r=e.index;if(null==r)throw console.error(e),Error("Expected array delta entry to have an `index` property");if("number"!=typeof r)throw Error(`Expected array delta entry \`index\` property to be a number but got ${r}`);let s=t[r];null==s?t.push(e):t[r]=this.accumulateDelta(s,e)}continue}else throw Error(`Unhandled record type: ${r}, deltaValue: ${s}, accValue: ${t}`);e[r]=t}return e}_addRun(e){return e}async _threadAssistantStream(e,t,r){return await this._createThreadAssistantStream(t,e,r)}async _runAssistantStream(e,t,r,s){return await this._createAssistantStream(t,e,r,s)}async _runToolAssistantStream(e,t,r,s,n){return await this._createToolAssistantStream(r,e,t,s,n)}}eU=function(e){if(!this.ended)switch(r4(this,eN,e,"f"),r5(this,eI,"m",eq).call(this,e),e.event){case"thread.created":break;case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":case"thread.run.requires_action":case"thread.run.completed":case"thread.run.incomplete":case"thread.run.failed":case"thread.run.cancelling":case"thread.run.cancelled":case"thread.run.expired":r5(this,eI,"m",eV).call(this,e);break;case"thread.run.step.created":case"thread.run.step.in_progress":case"thread.run.step.delta":case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":r5(this,eI,"m",eW).call(this,e);break;case"thread.message.created":case"thread.message.in_progress":case"thread.message.delta":case"thread.message.completed":case"thread.message.incomplete":r5(this,eI,"m",eF).call(this,e);break;case"error":throw Error("Encountered an error event in event processing - errors should be processed earlier")}},eD=function(){if(this.ended)throw new O("stream has ended, this shouldn't happen");if(!r5(this,eC,"f"))throw Error("Final run has not been received");return r5(this,eC,"f")},eF=function(e){let[t,r]=r5(this,eI,"m",eJ).call(this,e,r5(this,eO,"f"));for(let e of(r4(this,eO,t,"f"),r5(this,e$,"f")[t.id]=t,r)){let r=t.content[e.index];r?.type=="text"&&this._emit("textCreated",r.text)}switch(e.event){case"thread.message.created":this._emit("messageCreated",e.data);break;case"thread.message.in_progress":break;case"thread.message.delta":if(this._emit("messageDelta",e.data.delta,t),e.data.delta.content)for(let r of e.data.delta.content){if("text"==r.type&&r.text){let e=r.text,s=t.content[r.index];if(s&&"text"==s.type)this._emit("textDelta",e,s.text);else throw Error("The snapshot associated with this text delta is not text or missing")}if(r.index!=r5(this,ek,"f")){if(r5(this,eT,"f"))switch(r5(this,eT,"f").type){case"text":this._emit("textDone",r5(this,eT,"f").text,r5(this,eO,"f"));break;case"image_file":this._emit("imageFileDone",r5(this,eT,"f").image_file,r5(this,eO,"f"))}r4(this,ek,r.index,"f")}r4(this,eT,t.content[r.index],"f")}break;case"thread.message.completed":case"thread.message.incomplete":if(void 0!==r5(this,ek,"f")){let t=e.data.content[r5(this,ek,"f")];if(t)switch(t.type){case"image_file":this._emit("imageFileDone",t.image_file,r5(this,eO,"f"));break;case"text":this._emit("textDone",t.text,r5(this,eO,"f"))}}r5(this,eO,"f")&&this._emit("messageDone",e.data),r4(this,eO,void 0,"f")}},eW=function(e){let t=r5(this,eI,"m",eX).call(this,e);switch(r4(this,eL,t,"f"),e.event){case"thread.run.step.created":this._emit("runStepCreated",e.data);break;case"thread.run.step.delta":let r=e.data.delta;if(r.step_details&&"tool_calls"==r.step_details.type&&r.step_details.tool_calls&&"tool_calls"==t.step_details.type)for(let e of r.step_details.tool_calls)e.index==r5(this,eB,"f")?this._emit("toolCallDelta",e,t.step_details.tool_calls[e.index]):(r5(this,eM,"f")&&this._emit("toolCallDone",r5(this,eM,"f")),r4(this,eB,e.index,"f"),r4(this,eM,t.step_details.tool_calls[e.index],"f"),r5(this,eM,"f")&&this._emit("toolCallCreated",r5(this,eM,"f")));this._emit("runStepDelta",e.data.delta,t);break;case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":r4(this,eL,void 0,"f"),"tool_calls"==e.data.step_details.type&&r5(this,eM,"f")&&(this._emit("toolCallDone",r5(this,eM,"f")),r4(this,eM,void 0,"f")),this._emit("runStepDone",e.data,t)}},eq=function(e){r5(this,eR,"f").push(e),this._emit("event",e)},eX=function(e){switch(e.event){case"thread.run.step.created":return r5(this,eP,"f")[e.data.id]=e.data,e.data;case"thread.run.step.delta":let t=r5(this,eP,"f")[e.data.id];if(!t)throw Error("Received a RunStepDelta before creation of a snapshot");let r=e.data;if(r.delta){let s=r3.accumulateDelta(t,r.delta);r5(this,eP,"f")[e.data.id]=s}return r5(this,eP,"f")[e.data.id];case"thread.run.step.completed":case"thread.run.step.failed":case"thread.run.step.cancelled":case"thread.run.step.expired":case"thread.run.step.in_progress":r5(this,eP,"f")[e.data.id]=e.data}if(r5(this,eP,"f")[e.data.id])return r5(this,eP,"f")[e.data.id];throw Error("No snapshot available")},eJ=function(e,t){let r=[];switch(e.event){case"thread.message.created":return[e.data,r];case"thread.message.delta":if(!t)throw Error("Received a delta with no existing snapshot (there should be one from message creation)");let s=e.data;if(s.delta.content)for(let e of s.delta.content)if(e.index in t.content){let r=t.content[e.index];t.content[e.index]=r5(this,eI,"m",eH).call(this,e,r)}else t.content[e.index]=e,r.push(e);return[t,r];case"thread.message.in_progress":case"thread.message.completed":case"thread.message.incomplete":if(t)return[t,r];throw Error("Received thread message event with no existing snapshot")}throw Error("Tried to accumulate a non-message event")},eH=function(e,t){return r3.accumulateDelta(t,e)},eV=function(e){switch(r4(this,ej,e.data,"f"),e.event){case"thread.run.created":case"thread.run.queued":case"thread.run.in_progress":break;case"thread.run.requires_action":case"thread.run.cancelled":case"thread.run.failed":case"thread.run.completed":case"thread.run.expired":r4(this,eC,e.data,"f"),r5(this,eM,"f")&&(this._emit("toolCallDone",r5(this,eM,"f")),r4(this,eM,void 0,"f"))}};class r9 extends tY{create(e,t,r){return this._client.post(`/threads/${e}/messages`,{body:t,...r,headers:{"OpenAI-Beta":"assistants=v2",...r?.headers}})}retrieve(e,t,r){return 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this._client.post("/threads/runs",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v2",...t?.headers},stream:e.stream??!1})}async createAndRunPoll(e,t){let r=await this.createAndRun(e,t);return await this.runs.poll(r.thread_id,r.id,t)}createAndRunStream(e,t){return r3.createThreadAssistantStream(e,this._client.beta.threads,t)}}sn.Runs=sr,sn.RunsPage=ss,sn.Messages=r9,sn.MessagesPage=r7;class si extends tY{constructor(){super(...arguments),this.realtime=new r8(this._client),this.chat=new r1(this._client),this.assistants=new rP(this._client),this.threads=new sn(this._client)}}si.Realtime=r8,si.Assistants=rP,si.AssistantsPage=r$,si.Threads=sn;class sa extends tY{create(e,t){return this._client.post("/batches",{body:e,...t})}retrieve(e,t){return this._client.get(`/batches/${e}`,t)}list(e={},t){return tR(e)?this.list({},e):this._client.getAPIList("/batches",so,{query:e,...t})}cancel(e,t){return this._client.post(`/batches/${e}/cancel`,t)}}class so extends t0{}sa.BatchesPage=so;class sl extends tY{create(e,t,r){return this._client.post(`/uploads/${e}/parts`,th({body:t,...r}))}}class su extends tY{constructor(){super(...arguments),this.parts=new sl(this._client)}create(e,t){return this._client.post("/uploads",{body:e,...t})}cancel(e,t){return this._client.post(`/uploads/${e}/cancel`,t)}complete(e,t,r){return this._client.post(`/uploads/${e}/complete`,{body:t,...r})}}function sc(e,t){let r=e.output.map(e=>{if("function_call"===e.type)return{...e,parsed_arguments:function(e,t){var r,s;let n=(r=e.tools??[],s=t.name,r.find(e=>"function"===e.type&&e.name===s));return{...t,...t,parsed_arguments:n?.$brand==="auto-parseable-tool"?n.$parseRaw(t.arguments):n?.strict?JSON.parse(t.arguments):null}}(t,e)};if("message"===e.type){let r=e.content.map(e=>{var r;return"output_text"===e.type?{...e,parsed:(r=e.text,t.text?.format?.type!=="json_schema"?null:"$parseRaw"in t.text?.format?(t.text?.format).$parseRaw(r):JSON.parse(r))}:e});return{...e,content:r}}return 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s=t.shift();s?s.resolve(r):e.push(r)}),this.on("end",()=>{for(let e of(r=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let s of(r=!0,t))s.reject(e);t.length=0}),this.on("error",e=>{for(let s of(r=!0,t))s.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:r?{value:void 0,done:!0}:new Promise((e,r)=>t.push({resolve:e,reject:r})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}async finalResponse(){await this.done();let e=sp(this,eQ,"f");if(!e)throw new O("stream ended without producing a ChatCompletion");return e}}class sg extends tY{constructor(){super(...arguments),this.inputItems=new sf(this._client)}create(e,t){return this._client.post("/responses",{body:e,...t,stream:e.stream??!1})._thenUnwrap(e=>("object"in e&&"response"===e.object&&sh(e),e))}retrieve(e,t={},r){return this._client.get(`/responses/${e}`,{query:t,...r,stream:t?.stream??!1})}del(e,t){return 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7526-7f09891a5bb28233.js b/litellm/proxy/_experimental/out/_next/static/chunks/7526-e29a1f347ea9707a.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/7526-7f09891a5bb28233.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/7526-e29a1f347ea9707a.js
index 47c24cd6214..2ddca47b5d3 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/7526-7f09891a5bb28233.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/7526-e29a1f347ea9707a.js
@@ -1 +1 @@
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t;let{apiKeySource:n,accessToken:s,apiKey:r,inputMessage:l,chatHistory:i,selectedTags:o,selectedVectorStores:c,selectedGuardrails:d,selectedMCPTools:m,selectedVoice:u,endpointType:p,selectedModel:g,selectedSdk:x,proxySettings:h}=e,f="session"===n?s:r,_=window.location.origin,b=null==h?void 0:h.LITELLM_UI_API_DOC_BASE_URL;b&&b.trim()?_=b:(null==h?void 0:h.PROXY_BASE_URL)&&(_=h.PROXY_BASE_URL);let v=l||"Your prompt here",j=v.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),y=i.filter(e=>!e.isImage).map(e=>{let{role:t,content:n}=e;return{role:t,content:n}}),N={};o.length>0&&(N.tags=o),c.length>0&&(N.vector_stores=c),d.length>0&&(N.guardrails=d);let w=g||"your-model-name",S="azure"===x?'import openai\n\nclient = openai.AzureOpenAI(\n	api_key="'.concat(f||"YOUR_LITELLM_API_KEY",'",\n	azure_endpoint="').concat(_,'",\n	api_version="2024-02-01"\n)'):'import openai\n\nclient = openai.OpenAI(\n	api_key="'.concat(f||"YOUR_LITELLM_API_KEY",'",\n	base_url="').concat(_,'"\n)');switch(p){case a.KP.CHAT:{let e=Object.keys(N).length>0,n="";if(e){let e=JSON.stringify({metadata:N},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=y.length>0?y:[{role:"user",content:v}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.chat.completions.create(\n    model="'.concat(w,'",\n    messages=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(w,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(j,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(N).length>0,n="";if(e){let e=JSON.stringify({metadata:N},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=y.length>0?y:[{role:"user",content:v}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(w,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(w,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(j,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:t="azure"===x?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(w,'",\n	prompt="').concat(l,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(j,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:t="azure"===x?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(j,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(j,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:t='\nresponse = client.embeddings.create(\n	input="'.concat(l||"Your string here",'",\n	model="').concat(w,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:t='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(w,'",\n	file=audio_file').concat(l?',\n	prompt="'.concat(l.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:t='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(w,'",\n	input="').concat(l||"Your text to convert to speech here",'",\n	voice="').concat(u,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(w,'",\n#     input="').concat(l||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:t="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(t)}},8443:function(e,t,n){var a,s,r,l;n.d(t,{KP:function(){return s},vf:function(){return 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t;let{apiKeySource:n,accessToken:s,apiKey:r,inputMessage:l,chatHistory:i,selectedTags:o,selectedVectorStores:c,selectedGuardrails:d,selectedMCPTools:m,selectedVoice:u,endpointType:p,selectedModel:g,selectedSdk:x,proxySettings:h}=e,f="session"===n?s:r,_=window.location.origin,b=null==h?void 0:h.LITELLM_UI_API_DOC_BASE_URL;b&&b.trim()?_=b:(null==h?void 0:h.PROXY_BASE_URL)&&(_=h.PROXY_BASE_URL);let v=l||"Your prompt here",j=v.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),y=i.filter(e=>!e.isImage).map(e=>{let{role:t,content:n}=e;return{role:t,content:n}}),N={};o.length>0&&(N.tags=o),c.length>0&&(N.vector_stores=c),d.length>0&&(N.guardrails=d);let w=g||"your-model-name",S="azure"===x?'import openai\n\nclient = openai.AzureOpenAI(\n	api_key="'.concat(f||"YOUR_LITELLM_API_KEY",'",\n	azure_endpoint="').concat(_,'",\n	api_version="2024-02-01"\n)'):'import openai\n\nclient = openai.OpenAI(\n	api_key="'.concat(f||"YOUR_LITELLM_API_KEY",'",\n	base_url="').concat(_,'"\n)');switch(p){case a.KP.CHAT:{let e=Object.keys(N).length>0,n="";if(e){let e=JSON.stringify({metadata:N},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=y.length>0?y:[{role:"user",content:v}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.chat.completions.create(\n    model="'.concat(w,'",\n    messages=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(w,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(j,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(N).length>0,n="";if(e){let e=JSON.stringify({metadata:N},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();n=",\n    extra_body=".concat(e)}let a=y.length>0?y:[{role:"user",content:v}];t='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(w,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(n,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(w,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(j,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(n,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:t="azure"===x?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(w,'",\n	prompt="').concat(l,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(j,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:t="azure"===x?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(j,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(j,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:t='\nresponse = client.embeddings.create(\n	input="'.concat(l||"Your string here",'",\n	model="').concat(w,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:t='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(w,'",\n	file=audio_file').concat(l?',\n	prompt="'.concat(l.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:t='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(w,'",\n	input="').concat(l||"Your text to convert to speech here",'",\n	voice="').concat(u,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(w,'",\n#     input="').concat(l||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:t="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(t)}},8443:function(e,t,n){var a,s,r,l;n.d(t,{KP:function(){return s},vf:function(){return 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deleted file mode 100644
index 74792b7b3ac..00000000000
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+++ /dev/null
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deleted file mode 100644
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+++ /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7906-342b027633384c4c.js b/litellm/proxy/_experimental/out/_next/static/chunks/7906-ff470037aad6df61.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/7906-342b027633384c4c.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/7906-ff470037aad6df61.js
index 7b5d0fdca13..342acb0398a 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/7906-342b027633384c4c.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/7906-ff470037aad6df61.js
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tC;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tC;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,x,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,o,"m",R).call(this);let{response:i,data:s}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(i),s))en(this,o,"m",C).call(this,e);if(s.controller.signal?.aborted)throw new el;en(this,o,"m",M).call(this)}_connected(e){this.ended||(et(this,w,e,"f"),et(this,_,e?.headers.get("request-id"),"f"),en(this,u,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,g,"f")}get errored(){return en(this,b,"f")}get aborted(){return en(this,v,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,m,"f")[e]||(en(this,m,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,m,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,m,"f")[e]||(en(this,m,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,y,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,y,!0,"f"),await en(this,h,"f")}get currentMessage(){return en(this,l,"f")}async finalMessage(){return await this.done(),en(this,o,"m",S).call(this)}async finalText(){return await this.done(),en(this,o,"m",k).call(this)}_emit(e,...t){if(en(this,g,"f"))return;"end"===e&&(et(this,g,!0,"f"),en(this,f,"f").call(this));let n=en(this,m,"f")[e];if(n&&(en(this,m,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,y,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,p,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,y,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,p,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,o,"m",S).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,o,"m",R).call(this),this._connected(null);let r=eX.fromReadableStream(e,this.controller);for await(let e of r)en(this,o,"m",C).call(this,e);if(r.controller.signal?.aborted)throw new el;en(this,o,"m",M).call(this)}[(l=new WeakMap,c=new WeakMap,u=new WeakMap,d=new WeakMap,h=new WeakMap,f=new WeakMap,p=new WeakMap,m=new WeakMap,g=new WeakMap,b=new WeakMap,v=new WeakMap,y=new WeakMap,w=new WeakMap,_=new WeakMap,x=new WeakMap,o=new WeakSet,S=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},k=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},R=function(){this.ended||et(this,l,void 0,"f")},C=function(e){if(this.ended)return;let t=en(this,o,"m",E).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tR(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,l,t,"f")}},M=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,l,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,l,void 0,"f"),e},E=function(e){let t=en(this,l,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.container=e.delta.container,t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tR(n)){let t=n[tx]||"";if(Object.defineProperty(n,tx,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{n.input=tk(t)}catch(n){let e=new ea(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${n}. JSON: ${t}`);en(this,x,"f").call(this,e)}}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new eX(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}let tM={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},tE={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tP extends tc{constructor(){super(...arguments),this.batches=new tv(this._client)}create(e,t){let{betas:n,...r}=e;r.model in tE&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${tE[r.model]}
-Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let i=this._client._options.timeout;if(!r.stream&&null==i){let e=tM[r.model]??void 0;i=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:i??6e5,...t,headers:th([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return tC.createMessage(this,e,t)}countTokens(e,t){let{betas:n,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:th([{"anthropic-beta":[...n??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tP.Batches=tv;class tj extends tc{constructor(){super(...arguments),this.models=new tg(this._client),this.messages=new tP(this._client),this.files=new tm(this._client)}}tj.Models=tg,tj.Messages=tP,tj.Files=tm;class tO extends tc{create(e,t){let{betas:n,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:th([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tA="__json_buf";function tI(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tz{constructor(){P.add(this),this.messages=[],this.receivedMessages=[],j.set(this,void 0),this.controller=new AbortController,O.set(this,void 0),A.set(this,()=>{}),I.set(this,()=>{}),z.set(this,void 0),L.set(this,()=>{}),T.set(this,()=>{}),N.set(this,{}),$.set(this,!1),q.set(this,!1),F.set(this,!1),Z.set(this,!1),B.set(this,void 0),D.set(this,void 0),U.set(this,e=>{if(et(this,q,!0,"f"),ei(e)&&(e=new el),e instanceof el)return et(this,F,!0,"f"),this._emit("abort",e);if(e instanceof ea)return this._emit("error",e);if(e instanceof Error){let t=new ea(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new ea(String(e)))}),et(this,O,new Promise((e,t)=>{et(this,A,e,"f"),et(this,I,t,"f")}),"f"),et(this,z,new Promise((e,t)=>{et(this,L,e,"f"),et(this,T,t,"f")}),"f"),en(this,O,"f").catch(()=>{}),en(this,z,"f").catch(()=>{})}get response(){return en(this,B,"f")}get request_id(){return en(this,D,"f")}async withResponse(){let e=await en(this,O,"f");if(!e)throw Error("Could not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tz;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tz;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,U,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",X).call(this);let{response:i,data:s}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(i),s))en(this,P,"m",V).call(this,e);if(s.controller.signal?.aborted)throw new el;en(this,P,"m",J).call(this)}_connected(e){this.ended||(et(this,B,e,"f"),et(this,D,e?.headers.get("request-id"),"f"),en(this,A,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,$,"f")}get errored(){return en(this,q,"f")}get aborted(){return en(this,F,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,N,"f")[e]||(en(this,N,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,N,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,N,"f")[e]||(en(this,N,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,Z,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,Z,!0,"f"),await en(this,z,"f")}get currentMessage(){return en(this,j,"f")}async finalMessage(){return await this.done(),en(this,P,"m",H).call(this)}async finalText(){return await this.done(),en(this,P,"m",W).call(this)}_emit(e,...t){if(en(this,$,"f"))return;"end"===e&&(et(this,$,!0,"f"),en(this,L,"f").call(this));let n=en(this,N,"f")[e];if(n&&(en(this,N,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,Z,"f")||n?.length||Promise.reject(e),en(this,I,"f").call(this,e),en(this,T,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,Z,"f")||n?.length||Promise.reject(e),en(this,I,"f").call(this,e),en(this,T,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,P,"m",H).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",X).call(this),this._connected(null);let r=eX.fromReadableStream(e,this.controller);for await(let e of r)en(this,P,"m",V).call(this,e);if(r.controller.signal?.aborted)throw new el;en(this,P,"m",J).call(this)}[(j=new WeakMap,O=new WeakMap,A=new WeakMap,I=new WeakMap,z=new WeakMap,L=new WeakMap,T=new WeakMap,N=new WeakMap,$=new WeakMap,q=new WeakMap,F=new WeakMap,Z=new WeakMap,B=new WeakMap,D=new WeakMap,U=new WeakMap,P=new WeakSet,H=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},W=function(){if(0===this.receivedMessages.length)throw new ea("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ea("stream ended without producing a content block with type=text");return e.join(" ")},X=function(){this.ended||et(this,j,void 0,"f")},V=function(e){if(this.ended)return;let t=en(this,P,"m",G).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tI(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,j,t,"f")}},J=function(){if(this.ended)throw new ea("stream has ended, this shouldn't happen");let e=en(this,j,"f");if(!e)throw new ea("request ended without sending any chunks");return et(this,j,void 0,"f"),e},G=function(e){let t=en(this,j,"f");if("message_start"===e.type){if(t)throw new ea(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ea(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tI(n)){let t=n[tA]||"";Object.defineProperty(n,tA,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(n.input=tk(t))}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new eX(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}class tL extends tc{create(e,t){return this._client.post("/v1/messages/batches",{body:e,...t})}retrieve(e,t){return this._client.get(tp`/v1/messages/batches/${e}`,t)}list(e={},t){return this._client.getAPIList("/v1/messages/batches",e2,{query:e,...t})}delete(e,t){return this._client.delete(tp`/v1/messages/batches/${e}`,t)}cancel(e,t){return this._client.post(tp`/v1/messages/batches/${e}/cancel`,t)}async results(e,t){let n=await this.retrieve(e);if(!n.results_url)throw new ea(`No batch \`results_url\`; Has it finished processing? ${n.processing_status} - ${n.id}`);return this._client.get(n.results_url,{...t,headers:th([{Accept:"application/binary"},t?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tb.fromResponse(t.response,t.controller))}}class tT extends tc{constructor(){super(...arguments),this.batches=new tL(this._client)}create(e,t){e.model in tN&&console.warn(`The model '${e.model}' is deprecated and will reach end-of-life on ${tN[e.model]}
-Please migrate to a newer model. 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8093-67861fca5da86164.js b/litellm/proxy/_experimental/out/_next/static/chunks/8093-67861fca5da86164.js
new file mode 100644
index 00000000000..6f7e1c30a6f
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8093-67861fca5da86164.js
@@ -0,0 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8093-7a368608be06c4f0.js b/litellm/proxy/_experimental/out/_next/static/chunks/8093-7a368608be06c4f0.js
deleted file mode 100644
index 9438c1b0593..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/8093-7a368608be06c4f0.js
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deleted file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8143-c642993bcf76c8e6.js b/litellm/proxy/_experimental/out/_next/static/chunks/8143-c29004baeaecd6ab.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/8143-c642993bcf76c8e6.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/8143-c29004baeaecd6ab.js
index cbc872d6303..eae45e6e940 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/8143-c642993bcf76c8e6.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8143-c29004baeaecd6ab.js
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8235-c9c2c9abd48d9b13.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8524-119b2453d63e1736.js b/litellm/proxy/_experimental/out/_next/static/chunks/8524-119b2453d63e1736.js
deleted file mode 100644
index 09eeb27f74c..00000000000
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not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tE;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tE;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,x,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,o,"m",M).call(this);let{response:a,data:s}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(a),s))en(this,o,"m",E).call(this,e);if(s.controller.signal?.aborted)throw new el;en(this,o,"m",C).call(this)}_connected(e){this.ended||(et(this,w,e,"f"),et(this,_,e?.headers.get("request-id"),"f"),en(this,u,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,m,"f")}get errored(){return en(this,b,"f")}get aborted(){return en(this,v,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,g,"f")[e]||(en(this,g,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,g,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,g,"f")[e]||(en(this,g,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,y,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,y,!0,"f"),await en(this,h,"f")}get currentMessage(){return en(this,l,"f")}async finalMessage(){return await this.done(),en(this,o,"m",k).call(this)}async finalText(){return await this.done(),en(this,o,"m",S).call(this)}_emit(e,...t){if(en(this,m,"f"))return;"end"===e&&(et(this,m,!0,"f"),en(this,f,"f").call(this));let n=en(this,g,"f")[e];if(n&&(en(this,g,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,y,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,p,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,y,"f")||n?.length||Promise.reject(e),en(this,d,"f").call(this,e),en(this,p,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,o,"m",k).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,o,"m",M).call(this),this._connected(null);let r=eV.fromReadableStream(e,this.controller);for await(let e of r)en(this,o,"m",E).call(this,e);if(r.controller.signal?.aborted)throw new el;en(this,o,"m",C).call(this)}[(l=new WeakMap,c=new WeakMap,u=new WeakMap,d=new WeakMap,h=new WeakMap,f=new WeakMap,p=new WeakMap,g=new WeakMap,m=new WeakMap,b=new WeakMap,v=new WeakMap,y=new WeakMap,w=new WeakMap,_=new WeakMap,x=new WeakMap,o=new WeakSet,k=function(){if(0===this.receivedMessages.length)throw new ei("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},S=function(){if(0===this.receivedMessages.length)throw new ei("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ei("stream ended without producing a content block with type=text");return e.join(" ")},M=function(){this.ended||et(this,l,void 0,"f")},E=function(e){if(this.ended)return;let t=en(this,o,"m",R).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tM(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,l,t,"f")}},C=function(){if(this.ended)throw new ei("stream has ended, this shouldn't happen");let e=en(this,l,"f");if(!e)throw new ei("request ended without sending any chunks");return et(this,l,void 0,"f"),e},R=function(e){let t=en(this,l,"f");if("message_start"===e.type){if(t)throw new ei(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ei(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.container=e.delta.container,t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tM(n)){let t=n[tx]||"";if(Object.defineProperty(n,tx,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t)try{n.input=tS(t)}catch(n){let e=new ei(`Unable to parse tool parameter JSON from model. Please retry your request or adjust your prompt. Error: ${n}. JSON: ${t}`);en(this,x,"f").call(this,e)}}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new eV(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}let tC={"claude-opus-4-20250514":8192,"claude-opus-4-0":8192,"claude-4-opus-20250514":8192,"anthropic.claude-opus-4-20250514-v1:0":8192,"claude-opus-4@20250514":8192},tR={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};class tP extends tc{constructor(){super(...arguments),this.batches=new tv(this._client)}create(e,t){let{betas:n,...r}=e;r.model in tR&&console.warn(`The model '${r.model}' is deprecated and will reach end-of-life on ${tR[r.model]}
+Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let a=this._client._options.timeout;if(!r.stream&&null==a){let e=tC[r.model]??void 0;a=this._client.calculateNonstreamingTimeout(r.max_tokens,e)}return this._client.post("/v1/messages?beta=true",{body:r,timeout:a??6e5,...t,headers:th([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}stream(e,t){return tE.createMessage(this,e,t)}countTokens(e,t){let{betas:n,...r}=e;return this._client.post("/v1/messages/count_tokens?beta=true",{body:r,...t,headers:th([{"anthropic-beta":[...n??[],"token-counting-2024-11-01"].toString()},t?.headers])})}}tP.Batches=tv;class tO extends tc{constructor(){super(...arguments),this.models=new tm(this._client),this.messages=new tP(this._client),this.files=new tg(this._client)}}tO.Models=tm,tO.Messages=tP,tO.Files=tg;class tj extends tc{create(e,t){let{betas:n,...r}=e;return this._client.post("/v1/complete",{body:r,timeout:this._client._options.timeout??6e5,...t,headers:th([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers]),stream:e.stream??!1})}}let tI="__json_buf";function tA(e){return"tool_use"===e.type||"server_tool_use"===e.type}class tL{constructor(){P.add(this),this.messages=[],this.receivedMessages=[],O.set(this,void 0),this.controller=new AbortController,j.set(this,void 0),I.set(this,()=>{}),A.set(this,()=>{}),L.set(this,void 0),T.set(this,()=>{}),Z.set(this,()=>{}),N.set(this,{}),$.set(this,!1),q.set(this,!1),D.set(this,!1),z.set(this,!1),B.set(this,void 0),H.set(this,void 0),F.set(this,e=>{if(et(this,q,!0,"f"),ea(e)&&(e=new el),e instanceof el)return et(this,D,!0,"f"),this._emit("abort",e);if(e instanceof ei)return this._emit("error",e);if(e instanceof Error){let t=new ei(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new ei(String(e)))}),et(this,j,new Promise((e,t)=>{et(this,I,e,"f"),et(this,A,t,"f")}),"f"),et(this,L,new Promise((e,t)=>{et(this,T,e,"f"),et(this,Z,t,"f")}),"f"),en(this,j,"f").catch(()=>{}),en(this,L,"f").catch(()=>{})}get response(){return en(this,B,"f")}get request_id(){return en(this,H,"f")}async withResponse(){let e=await en(this,j,"f");if(!e)throw Error("Could not resolve a `Response` object");return{data:this,response:e,request_id:e.headers.get("request-id")}}static fromReadableStream(e){let t=new tL;return t._run(()=>t._fromReadableStream(e)),t}static createMessage(e,t,n){let r=new tL;for(let e of t.messages)r._addMessageParam(e);return r._run(()=>r._createMessage(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}_run(e){e().then(()=>{this._emitFinal(),this._emit("end")},en(this,F,"f"))}_addMessageParam(e){this.messages.push(e)}_addMessage(e,t=!0){this.receivedMessages.push(e),t&&this._emit("message",e)}async _createMessage(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",V).call(this);let{response:a,data:s}=await e.create({...t,stream:!0},{...n,signal:this.controller.signal}).withResponse();for await(let e of(this._connected(a),s))en(this,P,"m",X).call(this,e);if(s.controller.signal?.aborted)throw new el;en(this,P,"m",J).call(this)}_connected(e){this.ended||(et(this,B,e,"f"),et(this,H,e?.headers.get("request-id"),"f"),en(this,I,"f").call(this,e),this._emit("connect"))}get ended(){return en(this,$,"f")}get errored(){return en(this,q,"f")}get aborted(){return en(this,D,"f")}abort(){this.controller.abort()}on(e,t){return(en(this,N,"f")[e]||(en(this,N,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=en(this,N,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(en(this,N,"f")[e]||(en(this,N,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{et(this,z,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){et(this,z,!0,"f"),await en(this,L,"f")}get currentMessage(){return en(this,O,"f")}async finalMessage(){return await this.done(),en(this,P,"m",U).call(this)}async finalText(){return await this.done(),en(this,P,"m",W).call(this)}_emit(e,...t){if(en(this,$,"f"))return;"end"===e&&(et(this,$,!0,"f"),en(this,T,"f").call(this));let n=en(this,N,"f")[e];if(n&&(en(this,N,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];en(this,z,"f")||n?.length||Promise.reject(e),en(this,A,"f").call(this,e),en(this,Z,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];en(this,z,"f")||n?.length||Promise.reject(e),en(this,A,"f").call(this,e),en(this,Z,"f").call(this,e),this._emit("end")}}_emitFinal(){this.receivedMessages.at(-1)&&this._emit("finalMessage",en(this,P,"m",U).call(this))}async _fromReadableStream(e,t){let n=t?.signal;n&&(n.aborted&&this.controller.abort(),n.addEventListener("abort",()=>this.controller.abort())),en(this,P,"m",V).call(this),this._connected(null);let r=eV.fromReadableStream(e,this.controller);for await(let e of r)en(this,P,"m",X).call(this,e);if(r.controller.signal?.aborted)throw new el;en(this,P,"m",J).call(this)}[(O=new WeakMap,j=new WeakMap,I=new WeakMap,A=new WeakMap,L=new WeakMap,T=new WeakMap,Z=new WeakMap,N=new WeakMap,$=new WeakMap,q=new WeakMap,D=new WeakMap,z=new WeakMap,B=new WeakMap,H=new WeakMap,F=new WeakMap,P=new WeakSet,U=function(){if(0===this.receivedMessages.length)throw new ei("stream ended without producing a Message with role=assistant");return this.receivedMessages.at(-1)},W=function(){if(0===this.receivedMessages.length)throw new ei("stream ended without producing a Message with role=assistant");let e=this.receivedMessages.at(-1).content.filter(e=>"text"===e.type).map(e=>e.text);if(0===e.length)throw new ei("stream ended without producing a content block with type=text");return e.join(" ")},V=function(){this.ended||et(this,O,void 0,"f")},X=function(e){if(this.ended)return;let t=en(this,P,"m",G).call(this,e);switch(this._emit("streamEvent",e,t),e.type){case"content_block_delta":{let n=t.content.at(-1);switch(e.delta.type){case"text_delta":"text"===n.type&&this._emit("text",e.delta.text,n.text||"");break;case"citations_delta":"text"===n.type&&this._emit("citation",e.delta.citation,n.citations??[]);break;case"input_json_delta":tA(n)&&n.input&&this._emit("inputJson",e.delta.partial_json,n.input);break;case"thinking_delta":"thinking"===n.type&&this._emit("thinking",e.delta.thinking,n.thinking);break;case"signature_delta":"thinking"===n.type&&this._emit("signature",n.signature);break;default:e.delta}break}case"message_stop":this._addMessageParam(t),this._addMessage(t,!0);break;case"content_block_stop":this._emit("contentBlock",t.content.at(-1));break;case"message_start":et(this,O,t,"f")}},J=function(){if(this.ended)throw new ei("stream has ended, this shouldn't happen");let e=en(this,O,"f");if(!e)throw new ei("request ended without sending any chunks");return et(this,O,void 0,"f"),e},G=function(e){let t=en(this,O,"f");if("message_start"===e.type){if(t)throw new ei(`Unexpected event order, got ${e.type} before receiving "message_stop"`);return e.message}if(!t)throw new ei(`Unexpected event order, got ${e.type} before "message_start"`);switch(e.type){case"message_stop":case"content_block_stop":return t;case"message_delta":return t.stop_reason=e.delta.stop_reason,t.stop_sequence=e.delta.stop_sequence,t.usage.output_tokens=e.usage.output_tokens,null!=e.usage.input_tokens&&(t.usage.input_tokens=e.usage.input_tokens),null!=e.usage.cache_creation_input_tokens&&(t.usage.cache_creation_input_tokens=e.usage.cache_creation_input_tokens),null!=e.usage.cache_read_input_tokens&&(t.usage.cache_read_input_tokens=e.usage.cache_read_input_tokens),null!=e.usage.server_tool_use&&(t.usage.server_tool_use=e.usage.server_tool_use),t;case"content_block_start":return t.content.push(e.content_block),t;case"content_block_delta":{let n=t.content.at(e.index);switch(e.delta.type){case"text_delta":n?.type==="text"&&(n.text+=e.delta.text);break;case"citations_delta":n?.type==="text"&&(n.citations??(n.citations=[]),n.citations.push(e.delta.citation));break;case"input_json_delta":if(n&&tA(n)){let t=n[tI]||"";Object.defineProperty(n,tI,{value:t+=e.delta.partial_json,enumerable:!1,writable:!0}),t&&(n.input=tS(t))}break;case"thinking_delta":n?.type==="thinking"&&(n.thinking+=e.delta.thinking);break;case"signature_delta":n?.type==="thinking"&&(n.signature=e.delta.signature);break;default:e.delta}return t}}},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("streamEvent",n=>{let r=t.shift();r?r.resolve(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e.resolve(void 0);t.length=0}),this.on("abort",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),this.on("error",e=>{for(let r of(n=!0,t))r.reject(e);t.length=0}),{next:async()=>e.length?{value:e.shift(),done:!1}:n?{value:void 0,done:!0}:new Promise((e,n)=>t.push({resolve:e,reject:n})).then(e=>e?{value:e,done:!1}:{value:void 0,done:!0}),return:async()=>(this.abort(),{value:void 0,done:!0})}}toReadableStream(){return new eV(this[Symbol.asyncIterator].bind(this),this.controller).toReadableStream()}}class tT extends tc{create(e,t){return this._client.post("/v1/messages/batches",{body:e,...t})}retrieve(e,t){return this._client.get(tp`/v1/messages/batches/${e}`,t)}list(e={},t){return this._client.getAPIList("/v1/messages/batches",e2,{query:e,...t})}delete(e,t){return this._client.delete(tp`/v1/messages/batches/${e}`,t)}cancel(e,t){return this._client.post(tp`/v1/messages/batches/${e}/cancel`,t)}async results(e,t){let n=await this.retrieve(e);if(!n.results_url)throw new ei(`No batch \`results_url\`; Has it finished processing? ${n.processing_status} - ${n.id}`);return this._client.get(n.results_url,{...t,headers:th([{Accept:"application/binary"},t?.headers]),stream:!0,__binaryResponse:!0})._thenUnwrap((e,t)=>tb.fromResponse(t.response,t.controller))}}class tZ extends tc{constructor(){super(...arguments),this.batches=new tT(this._client)}create(e,t){e.model in tN&&console.warn(`The model '${e.model}' is deprecated and will reach end-of-life on ${tN[e.model]}
+Please migrate to a newer model. Visit https://docs.anthropic.com/en/docs/resources/model-deprecations for more information.`);let n=this._client._options.timeout;if(!e.stream&&null==n){let t=tC[e.model]??void 0;n=this._client.calculateNonstreamingTimeout(e.max_tokens,t)}return this._client.post("/v1/messages",{body:e,timeout:n??6e5,...t,stream:e.stream??!1})}stream(e,t){return tL.createMessage(this,e,t)}countTokens(e,t){return this._client.post("/v1/messages/count_tokens",{body:e,...t})}}let tN={"claude-1.3":"November 6th, 2024","claude-1.3-100k":"November 6th, 2024","claude-instant-1.1":"November 6th, 2024","claude-instant-1.1-100k":"November 6th, 2024","claude-instant-1.2":"November 6th, 2024","claude-3-sonnet-20240229":"July 21st, 2025","claude-2.1":"July 21st, 2025","claude-2.0":"July 21st, 2025"};tZ.Batches=tT;class t$ extends tc{retrieve(e,t={},n){let{betas:r}=t??{};return this._client.get(tp`/v1/models/${e}`,{...n,headers:th([{...r?.toString()!=null?{"anthropic-beta":r?.toString()}:void 0},n?.headers])})}list(e={},t){let{betas:n,...r}=e??{};return this._client.getAPIList("/v1/models",e2,{query:r,...t,headers:th([{...n?.toString()!=null?{"anthropic-beta":n?.toString()}:void 0},t?.headers])})}}let tq=e=>void 0!==globalThis.process?globalThis.process.env?.[e]?.trim()??void 0:void 0!==globalThis.Deno?globalThis.Deno.env?.get?.(e)?.trim():void 0;class tD{constructor({baseURL:e=tq("ANTHROPIC_BASE_URL"),apiKey:t=tq("ANTHROPIC_API_KEY")??null,authToken:n=tq("ANTHROPIC_AUTH_TOKEN")??null,...r}={}){K.set(this,void 0);let a={apiKey:t,authToken:n,...r,baseURL:e||"https://api.anthropic.com"};if(!a.dangerouslyAllowBrowser&&eL())throw new ei("It looks like you're running in a browser-like environment.\n\nThis is disabled by default, as it risks exposing your secret API credentials to attackers.\nIf you understand the risks and have appropriate mitigations in place,\nyou can set the `dangerouslyAllowBrowser` option to `true`, e.g.,\n\nnew Anthropic({ apiKey, dangerouslyAllowBrowser: true });\n");this.baseURL=a.baseURL,this.timeout=a.timeout??tz.DEFAULT_TIMEOUT,this.logger=a.logger??console;let s="warn";this.logLevel=s,this.logLevel=eE(a.logLevel,"ClientOptions.logLevel",this)??eE(tq("ANTHROPIC_LOG"),"process.env['ANTHROPIC_LOG']",this)??s,this.fetchOptions=a.fetchOptions,this.maxRetries=a.maxRetries??2,this.fetch=a.fetch??function(){if("undefined"!=typeof fetch)return fetch;throw Error("`fetch` is not defined as a global; Either pass `fetch` to the client, `new Anthropic({ fetch })` or polyfill the global, `globalThis.fetch = fetch`")}(),et(this,K,eH,"f"),this._options=a,this.apiKey=t,this.authToken=n}withOptions(e){return new this.constructor({...this._options,baseURL:this.baseURL,maxRetries:this.maxRetries,timeout:this.timeout,logger:this.logger,logLevel:this.logLevel,fetchOptions:this.fetchOptions,apiKey:this.apiKey,authToken:this.authToken,...e})}defaultQuery(){return this._options.defaultQuery}validateHeaders({values:e,nulls:t}){if(!(this.apiKey&&e.get("x-api-key")||t.has("x-api-key")||this.authToken&&e.get("authorization")||t.has("authorization")))throw Error('Could not resolve authentication method. 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/874-27200b3305585521.js b/litellm/proxy/_experimental/out/_next/static/chunks/874-27200b3305585521.js
new file mode 100644
index 00000000000..ec3b4778c26
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/874-27200b3305585521.js
@@ -0,0 +1 @@
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deleted file mode 100644
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/9678-c633432ec1f8c65a.js b/litellm/proxy/_experimental/out/_next/static/chunks/9678-c633432ec1f8c65a.js
deleted file mode 100644
index a30ae240516..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/9678-c633432ec1f8c65a.js
+++ /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-55544617b60ff02c.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-55544617b60ff02c.js
deleted file mode 100644
index 754a4326aa2..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-55544617b60ff02c.js
+++ /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-c9950776d4ab49c4.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-c9950776d4ab49c4.js
new file mode 100644
index 00000000000..83632e0a96e
--- /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-1f91585f22b0b13d.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-1f91585f22b0b13d.js
deleted file mode 100644
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--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-1f91585f22b0b13d.js
+++ /dev/null
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or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(x,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(I,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(w).length>0,t="";if(e){let e=JSON.stringify({metadata:w},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=E.length>0?E:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(x,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(x,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(I,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(x,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(x,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(x,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(x,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(c,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(x,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return p}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},p=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(52787),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:p,placeholder:l="Select vector stores",disabled:u=!1}=e,[m,c]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(p){g(!0);try{let e=await (0,r.vectorStoreListCall)(p);e.data&&c(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[p]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:l,onChange:n,value:t,loading:d,className:s,options:m.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:u})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[1114,1491,4556,219,2926,2409,3709,1994,7908,9011,5319,7906,4851,1051,6433,8056,8529,8049,5572,1518,2971,2117,1744],function(){return e(e.s=19235)}),_N_E=e.O()}]);
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-cd39cbdea2063e3b.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-cd39cbdea2063e3b.js
new file mode 100644
index 00000000000..81db08ae5b5
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-cd39cbdea2063e3b.js
@@ -0,0 +1 @@
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or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(x,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(I,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(w).length>0,t="";if(e){let e=JSON.stringify({metadata:w},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=E.length>0?E:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(x,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(x,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(I,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(x,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(x,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(x,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(x,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(c,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(x,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return p}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},p=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:p,placeholder:l="Select vector stores",disabled:u=!1}=e,[m,c]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(p){g(!0);try{let e=await (0,r.vectorStoreListCall)(p);e.data&&c(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[p]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:l,onChange:n,value:t,loading:d,className:s,options:m.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:u})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,1442,2926,2409,3709,1394,1994,8565,5319,7906,816,7271,766,8568,9984,8049,5572,1518,2971,2117,1744],function(){return e(e.s=19235)}),_N_E=e.O()}]);
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-068b92f678c67152.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-068b92f678c67152.js
new file mode 100644
index 00000000000..a558f2a8133
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-f068da669753da19.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-f068da669753da19.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/logging-and-alerts/page-a4a9bb63fb87f143.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/logging-and-alerts/page-a4a9bb63fb87f143.js
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index 00000000000..a82ab5e6ce5
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-6aa7e037046de4ab.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-6aa7e037046de4ab.js
deleted file mode 100644
index 159349e10c0..00000000000
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-85c949981bc8e085.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-85c949981bc8e085.js
deleted file mode 100644
index bcede9d40c0..00000000000
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base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(I,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(I,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(E,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(I,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(I,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(I,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(I,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(I,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(I,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(I,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(m,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(I,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return l}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(52787),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:l,placeholder:p="Select vector stores",disabled:c=!1}=e,[u,m]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(l){g(!0);try{let e=await (0,r.vectorStoreListCall)(l);e.data&&m(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[l]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:p,onChange:n,value:t,loading:d,className:s,options:u.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:c})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[1114,1491,4556,219,2409,3709,1994,7908,9011,5319,7906,4851,1051,6433,8056,8049,5572,2971,2117,1744],function(){return e(e.s=22859)}),_N_E=e.O()}]);
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-97644b283d9abe34.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-97644b283d9abe34.js
new file mode 100644
index 00000000000..d4a7e701707
--- /dev/null
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encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(w,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(E,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(I).length>0,t="";if(e){let e=JSON.stringify({metadata:I},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=x.length>0?x:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(w,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(w,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(E,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(w,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(w,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(w,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(w,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(m,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(w,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return l}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:l,placeholder:p="Select vector stores",disabled:c=!1}=e,[u,m]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(l){g(!0);try{let e=await (0,r.vectorStoreListCall)(l);e.data&&m(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[l]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:p,onChange:n,value:t,loading:d,className:s,options:u.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:c})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,2409,3709,1394,1994,8565,5319,7906,816,7271,766,8568,8049,5572,2971,2117,1744],function(){return e(e.s=22859)}),_N_E=e.O()}]);
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deleted file mode 100644
index 6a21c691def..00000000000
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new file mode 100644
index 00000000000..ea572deb5bd
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/e228588e-635e9029d9d88215.js b/litellm/proxy/_experimental/out/_next/static/chunks/e228588e-635e9029d9d88215.js
new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/framework-08aa667e5202eed8.js b/litellm/proxy/_experimental/out/_next/static/chunks/framework-08aa667e5202eed8.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/main-ed1370b6a3ccbff3.js b/litellm/proxy/_experimental/out/_next/static/chunks/main-cefebbba2af77d3d.js
similarity index 67%
rename from litellm/proxy/_experimental/out/_next/static/chunks/main-ed1370b6a3ccbff3.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/main-cefebbba2af77d3d.js
index 3e2f5afe6eb..09e17a282e4 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/main-ed1370b6a3ccbff3.js
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new file mode 100644
index 00000000000..ca871f2019a
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/css/83d5023e5c1838fe.css
@@ -0,0 +1,3 @@
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\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/css/93f4a9472960815e.css b/litellm/proxy/_experimental/out/_next/static/css/93f4a9472960815e.css
deleted file mode 100644
index 8fce4602493..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/css/93f4a9472960815e.css
+++ /dev/null
@@ -1,3 +0,0 @@
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diff --git a/litellm/proxy/_experimental/out/api-reference.html b/litellm/proxy/_experimental/out/api-reference.html
new file mode 100644
index 00000000000..f0df4026891
--- /dev/null
+++ b/litellm/proxy/_experimental/out/api-reference.html
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index f14a275065e..909320d6364 100644
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From 96a0f960a9e08fb7ad58caae3bba4004d4463e87 Mon Sep 17 00:00:00 2001
From: Ishaan Jaffer <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 09:14:43 -0800
Subject: [PATCH 10/37] test_e2e_batches_files

---
 tests/openai_endpoints_tests/test_openai_batches_endpoint.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/openai_endpoints_tests/test_openai_batches_endpoint.py b/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
index 5a84900f87e..ecc0e3b370f 100644
--- a/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
+++ b/tests/openai_endpoints_tests/test_openai_batches_endpoint.py
@@ -152,7 +152,7 @@ def get_any_completed_batch_id_azure():
     return None
 
 
-@pytest.mark.parametrize("custom_llm_provider", ["azure", "openai"])
+@pytest.mark.parametrize("custom_llm_provider", ["openai"])
 def test_e2e_batches_files(custom_llm_provider):
     """
     [PROD Test] Ensures OpenAI Batches + files work with OpenAI SDK

From f09a6a418755f73430c89b1df06cd2ecd4a1e54c Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 09:26:47 -0800
Subject: [PATCH 11/37] Rebuilding UI

---
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1518-4475f8385da5ac78.js b/litellm/proxy/_experimental/out/_next/static/chunks/1518-9a77ac5675e15594.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1529-59ce29afdf8ccc9b.js b/litellm/proxy/_experimental/out/_next/static/chunks/1529-aa686050ee3518d4.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/1529-59ce29afdf8ccc9b.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/1529-aa686050ee3518d4.js
index c98ed86dee5..e0d9b0cf48c 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/1529-59ce29afdf8ccc9b.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/1529-aa686050ee3518d4.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2004-0de0b95ec925848e.js b/litellm/proxy/_experimental/out/_next/static/chunks/2004-8b1ad3d8c195646a.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/2004-0de0b95ec925848e.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/2004-8b1ad3d8c195646a.js
index 29fc4d24e7f..59075bdbc32 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/2004-0de0b95ec925848e.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/2004-8b1ad3d8c195646a.js
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2012-61f57b32c6ec3ec2.js b/litellm/proxy/_experimental/out/_next/static/chunks/2012-7e2773c79199687c.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/2012-61f57b32c6ec3ec2.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/2012-7e2773c79199687c.js
index 2b013119cd2..08e3a6a8542 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/2012-61f57b32c6ec3ec2.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/2012-7e2773c79199687c.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/2106-aca6e6b5142a5944.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3705-124a560b74decaa8.js b/litellm/proxy/_experimental/out/_next/static/chunks/3705-05649f5df18d8716.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/3705-124a560b74decaa8.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/3705-05649f5df18d8716.js
index 71279395fe9..7d1ccec065b 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3705-124a560b74decaa8.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/3705-05649f5df18d8716.js
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3801-528dbc9a898f1493.js b/litellm/proxy/_experimental/out/_next/static/chunks/3801-9878b21c4f9ae250.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/3801-528dbc9a898f1493.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/3801-9878b21c4f9ae250.js
index 4cf92a0daae..63011d91840 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3801-528dbc9a898f1493.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/3801-9878b21c4f9ae250.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/4292-3eb0b1fec48d4bca.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/4292-913ecd28879b76a8.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/5636-98d4bb74bf6ea9ce.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/5636-ca3adecf2b222193.js
index 09b53d1e042..f6b76bc34ad 100644
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similarity index 99%
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/630-ac0b4e68819930d8.js b/litellm/proxy/_experimental/out/_next/static/chunks/630-569f4366f2ad9eac.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/630-ac0b4e68819930d8.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/630-569f4366f2ad9eac.js
index 2cb220b5576..c77ce4215b7 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/630-569f4366f2ad9eac.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/6600-1c55511ad9da9e4d.js b/litellm/proxy/_experimental/out/_next/static/chunks/6600-3c16e6266dea9539.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/6600-1c55511ad9da9e4d.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/6600-3c16e6266dea9539.js
index 20b7ecee0e7..4d6190cb18f 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/6600-1c55511ad9da9e4d.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/6843-92e5472dd06ec1c8.js b/litellm/proxy/_experimental/out/_next/static/chunks/6843-d9a2a4bf3fc7a867.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/6843-92e5472dd06ec1c8.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/6843-d9a2a4bf3fc7a867.js
index 3b8f0776918..c46c110c49b 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/6843-92e5472dd06ec1c8.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7155-f88494bd53c95112.js b/litellm/proxy/_experimental/out/_next/static/chunks/7155-459bc53437553b96.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/7155-f88494bd53c95112.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/7155-459bc53437553b96.js
index 7b72df4c3e2..f079e752c84 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/7155-f88494bd53c95112.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7641-87026c3859e96245.js b/litellm/proxy/_experimental/out/_next/static/chunks/7641-060a5116952b5019.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/7641-87026c3859e96245.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/7641-060a5116952b5019.js
index 1303339c51d..3e4579630ae 100644
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8093-67861fca5da86164.js b/litellm/proxy/_experimental/out/_next/static/chunks/8093-a70cb8468c3bacb1.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/8093-67861fca5da86164.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/8093-a70cb8468c3bacb1.js
index 6f7e1c30a6f..c46d30ad04b 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/8093-67861fca5da86164.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8093-a70cb8468c3bacb1.js
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8524-8327e027ff57d753.js b/litellm/proxy/_experimental/out/_next/static/chunks/8524-8f4aa1548d36fa46.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/8524-8327e027ff57d753.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/8524-8f4aa1548d36fa46.js
index c6b03656c47..7682b4fbe92 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/8524-8327e027ff57d753.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/8524-8f4aa1548d36fa46.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/905-aef2269ba0f78327.js b/litellm/proxy/_experimental/out/_next/static/chunks/905-f629babda9c46af3.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/905-aef2269ba0f78327.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/905-f629babda9c46af3.js
index 855820525d8..89398e98637 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/905-aef2269ba0f78327.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/905-f629babda9c46af3.js
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similarity index 98%
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similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-c9950776d4ab49c4.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-cd5d03d43b2954c5.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-789ec63e0c88d7e0.js
similarity index 97%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-cd5d03d43b2954c5.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-789ec63e0c88d7e0.js
index fb8bff031e7..6f62628e59b 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-cd5d03d43b2954c5.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-61c1894339101224.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-8dbfb3870a758842.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-61c1894339101224.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-8dbfb3870a758842.js
index 178574f584f..9bb9c137839 100644
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similarity index 98%
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rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/prompts/page-02e4f62d0c9ed877.js
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similarity index 98%
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-5ec299dbc89bc95b.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-eea8d5d5c2e4e69c.js
similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-5ec299dbc89bc95b.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-eea8d5d5c2e4e69c.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/models-and-endpoints/page-5c50ecd1f4b28cad.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/models-and-endpoints/page-82db406b0194e839.js
index dfa790d277a..2b00644fe28 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/models-and-endpoints/page-5c50ecd1f4b28cad.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/models-and-endpoints/page-82db406b0194e839.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-cd39cbdea2063e3b.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-33d87d224be1fc3b.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-cd39cbdea2063e3b.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-33d87d224be1fc3b.js
index 81db08ae5b5..d86ae74badf 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-cd39cbdea2063e3b.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-33d87d224be1fc3b.js
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or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(x,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(I,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(w).length>0,t="";if(e){let e=JSON.stringify({metadata:w},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=E.length>0?E:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(x,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(x,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(I,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(x,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(x,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(x,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(x,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(c,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(x,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return p}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},p=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:p,placeholder:l="Select vector stores",disabled:u=!1}=e,[m,c]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(p){g(!0);try{let e=await (0,r.vectorStoreListCall)(p);e.data&&c(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[p]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:l,onChange:n,value:t,loading:d,className:s,options:m.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:u})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,1442,2926,2409,3709,1394,1994,8565,5319,7906,816,7271,766,8568,9984,8049,5572,1518,2971,2117,1744],function(){return e(e.s=19235)}),_N_E=e.O()}]);
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or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(x,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(I,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(w).length>0,t="";if(e){let e=JSON.stringify({metadata:w},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=E.length>0?E:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(x,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(x,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(I,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(x,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(x,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(x,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(x,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(c,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(x,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return p}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},p=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:p,placeholder:l="Select vector stores",disabled:u=!1}=e,[m,c]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(p){g(!0);try{let e=await (0,r.vectorStoreListCall)(p);e.data&&c(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[p]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:l,onChange:n,value:t,loading:d,className:s,options:m.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:u})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,1442,2926,2409,3709,1394,1994,8565,5319,7906,816,7271,766,8568,9984,8049,5572,1518,2971,2117,1744],function(){return e(e.s=19235)}),_N_E=e.O()}]);
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-068b92f678c67152.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-312f76bcd644a776.js
similarity index 93%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-068b92f678c67152.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-312f76bcd644a776.js
index a558f2a8133..01061983f2d 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-068b92f678c67152.js
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similarity index 98%
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/router-settings/page-ad5e83f540829f2a.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/router-settings/page-490d292ead7627ee.js
similarity index 95%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/router-settings/page-ad5e83f540829f2a.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/router-settings/page-490d292ead7627ee.js
index 63b8f260a5b..04cf505ab3c 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/router-settings/page-ad5e83f540829f2a.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/ui-theme/page-e0d0928caea6ecf1.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-381edcfd57682260.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-85f4f91698b75711.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-381edcfd57682260.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-85f4f91698b75711.js
index d0d6217f5cf..9ef89aecf73 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-97644b283d9abe34.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-c6612da0a3d53b17.js
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openai.AzureOpenAI(\n	api_key="'.concat(h||"YOUR_LITELLM_API_KEY",'",\n	azure_endpoint="').concat(b,'",\n	api_version="2024-02-01"\n)'):'import openai\n\nclient = openai.OpenAI(\n	api_key="'.concat(h||"YOUR_LITELLM_API_KEY",'",\n	base_url="').concat(b,'"\n)');switch(d){case a.KP.CHAT:{let e=Object.keys(I).length>0,t="";if(e){let e=JSON.stringify({metadata:I},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=x.length>0?x:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.chat.completions.create(\n    model="'.concat(w,'",\n    messages=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(w,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(E,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(I).length>0,t="";if(e){let e=JSON.stringify({metadata:I},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=x.length>0?x:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(w,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(w,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(E,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(w,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(w,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(w,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(w,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(m,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(w,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return l}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:l,placeholder:p="Select vector stores",disabled:c=!1}=e,[u,m]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(l){g(!0);try{let e=await (0,r.vectorStoreListCall)(l);e.data&&m(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[l]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:p,onChange:n,value:t,loading:d,className:s,options:u.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:c})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,2409,3709,1394,1994,8565,5319,7906,816,7271,766,8568,8049,5572,2971,2117,1744],function(){return e(e.s=22859)}),_N_E=e.O()}]);
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guardrail:",e),{label:"".concat(e.guardrail_name),value:e.guardrail_name})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"}})})}},82971:function(e,n,t){"use strict";t.d(n,{L:function(){return i}});var a=t(8443);let i=e=>{let n;let{apiKeySource:t,accessToken:i,apiKey:o,inputMessage:r,chatHistory:s,selectedTags:l,selectedVectorStores:p,selectedGuardrails:c,selectedMCPTools:u,selectedVoice:m,endpointType:d,selectedModel:g,selectedSdk:_,proxySettings:f}=e,h="session"===t?i:o,b=window.location.origin,y=null==f?void 0:f.LITELLM_UI_API_DOC_BASE_URL;y&&y.trim()?b=y:(null==f?void 0:f.PROXY_BASE_URL)&&(b=f.PROXY_BASE_URL);let v=r||"Your prompt here",E=v.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),x=s.filter(e=>!e.isImage).map(e=>{let{role:n,content:t}=e;return{role:n,content:t}}),I={};l.length>0&&(I.tags=l),p.length>0&&(I.vector_stores=p),c.length>0&&(I.guardrails=c);let w=g||"your-model-name",S="azure"===_?'import openai\n\nclient = openai.AzureOpenAI(\n	api_key="'.concat(h||"YOUR_LITELLM_API_KEY",'",\n	azure_endpoint="').concat(b,'",\n	api_version="2024-02-01"\n)'):'import openai\n\nclient = openai.OpenAI(\n	api_key="'.concat(h||"YOUR_LITELLM_API_KEY",'",\n	base_url="').concat(b,'"\n)');switch(d){case a.KP.CHAT:{let e=Object.keys(I).length>0,t="";if(e){let e=JSON.stringify({metadata:I},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=x.length>0?x:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.chat.completions.create(\n    model="'.concat(w,'",\n    messages=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(w,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(E,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(I).length>0,t="";if(e){let e=JSON.stringify({metadata:I},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=x.length>0?x:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(w,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(w,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(E,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(w,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(w,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(w,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(w,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(m,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(w,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return l}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:l,placeholder:p="Select vector stores",disabled:c=!1}=e,[u,m]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(l){g(!0);try{let e=await (0,r.vectorStoreListCall)(l);e.data&&m(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[l]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:p,onChange:n,value:t,loading:d,className:s,options:u.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:c})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,2409,3709,1394,1994,8565,5319,7906,816,7271,766,8568,8049,5572,2971,2117,1744],function(){return e(e.s=22859)}),_N_E=e.O()}]);
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-20f216f208743b6d.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-cd30956407f5a78f.js
similarity index 97%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-20f216f208743b6d.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-cd30956407f5a78f.js
index 3ecf9829e53..09d11268359 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-20f216f208743b6d.js
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similarity index 97%
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/page-f0d8a4da004a3398.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/page-ce79b81673dd7dbb.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/page-f0d8a4da004a3398.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/page-ce79b81673dd7dbb.js
index ea572deb5bd..2b5fd365106 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/page-ce79b81673dd7dbb.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/YB_NcpDnZ-s7rUIZ-9wyC/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/p0aP-Bq7GZqxIwOsdnqNv/_ssgManifest.js
similarity index 100%
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rename to litellm/proxy/_experimental/out/_next/static/p0aP-Bq7GZqxIwOsdnqNv/_ssgManifest.js
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diff --git a/litellm/proxy/_experimental/out/model-hub.txt b/litellm/proxy/_experimental/out/model-hub.txt
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diff --git a/litellm/proxy/_experimental/out/test-key.txt b/litellm/proxy/_experimental/out/test-key.txt
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From 9669f33b39609a106129b64dfb8f81b8e55d326a Mon Sep 17 00:00:00 2001
From: Sameer Kankute <sameer@berri.ai>
Date: Thu, 27 Nov 2025 22:59:29 +0530
Subject: [PATCH 12/37] fix
 tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py

---
 .../azure_ai/claude/test_azure_anthropic_handler.py    | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py
index f75601ac9d3..ddfad420d04 100644
--- a/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py
+++ b/tests/test_litellm/llms/azure_ai/claude/test_azure_anthropic_handler.py
@@ -33,6 +33,7 @@ class TestAzureAnthropicChatCompletion:
         mock_config.transform_response.return_value = ModelResponse()
         mock_config_instance = MagicMock()
         mock_config_instance.validate_environment.return_value = {"x-api-key": "test-api-key", "anthropic-version": "2023-06-01"}
+        mock_config_instance.transform_request.return_value = {"model": "claude-sonnet-4-5", "messages": []}
         mock_azure_config.return_value = mock_config_instance
         mock_provider_manager.get_provider_chat_config.return_value = mock_config
 
@@ -91,6 +92,11 @@ class TestAzureAnthropicChatCompletion:
         }
         mock_config_instance = MagicMock()
         mock_config_instance.validate_environment.return_value = {"x-api-key": "test-api-key", "anthropic-version": "2023-06-01"}
+        mock_config_instance.transform_request.return_value = {
+            "model": "claude-sonnet-4-5",
+            "messages": [],
+            "stream": True,
+        }
         mock_azure_config.return_value = mock_config_instance
         mock_provider_manager.get_provider_chat_config.return_value = mock_config
 
@@ -152,6 +158,10 @@ class TestAzureAnthropicChatCompletion:
         mock_config.transform_response.return_value = mock_response
         mock_config_instance = MagicMock()
         mock_config_instance.validate_environment.return_value = {"x-api-key": "test-api-key", "anthropic-version": "2023-06-01"}
+        mock_config_instance.transform_request.return_value = {
+            "model": "claude-sonnet-4-5",
+            "messages": [],
+        }
         mock_azure_config.return_value = mock_config_instance
         mock_provider_manager.get_provider_chat_config.return_value = mock_config
 

From 5197380dd246408209246ea976426a537a9d00d5 Mon Sep 17 00:00:00 2001
From: Cesar Garcia <128240629+Chesars@users.noreply.github.com>
Date: Thu, 27 Nov 2025 14:47:26 -0300
Subject: [PATCH 13/37] docs: add OpenAI Agents SDK to projects (#17203)

* docs: add OpenAI Agents SDK to projects

Add documentation for OpenAI Agents SDK which has an official
LiteLLM extension enabling 100+ LLM providers in multi-agent workflows.

* Update project items in sidebars.js
---
 .../my-website/docs/projects/openai-agents.md | 22 +++++++++++++++++++
 docs/my-website/sidebars.js                   |  3 ++-
 2 files changed, 24 insertions(+), 1 deletion(-)
 create mode 100644 docs/my-website/docs/projects/openai-agents.md

diff --git a/docs/my-website/docs/projects/openai-agents.md b/docs/my-website/docs/projects/openai-agents.md
new file mode 100644
index 00000000000..95a2191b883
--- /dev/null
+++ b/docs/my-website/docs/projects/openai-agents.md
@@ -0,0 +1,22 @@
+
+# OpenAI Agents SDK
+
+The [OpenAI Agents SDK](https://github.com/openai/openai-agents-python) is a lightweight framework for building multi-agent workflows.
+It includes an official LiteLLM extension that lets you use any of the 100+ supported providers (Anthropic, Gemini, Mistral, Bedrock, etc.) 
+
+```python
+from agents import Agent, Runner
+from agents.extensions.models.litellm_model import LitellmModel
+
+agent = Agent(
+    name="Assistant",
+    instructions="You are a helpful assistant.",
+    model=LitellmModel(model="provider/model-name")
+)
+
+result = Runner.run_sync(agent, "your_prompt_here")
+print("Result:", result.final_output)
+```
+
+- [GitHub](https://github.com/openai/openai-agents-python)
+- [LiteLLM Extension Docs](https://openai.github.io/openai-agents-python/ref/extensions/litellm/)
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 3ffc3b0669b..2002550a258 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -814,9 +814,10 @@ const sidebars = {
               "Learn how to deploy + call models from different providers on LiteLLM",
             slug: "/project",
           },
-          items: [
+          items: [        
             "projects/smolagents",
             "projects/mini-swe-agent",
+            "projects/openai-agents",
             "projects/Docq.AI",
             "projects/PDL",
             "projects/OpenInterpreter",

From d7ad2913bee8dc42375b66e0a60b6b13233e19cf Mon Sep 17 00:00:00 2001
From: Yannay Hammer <yannay.hammer@catonetworks.com>
Date: Thu, 27 Nov 2025 20:08:16 +0200
Subject: [PATCH 14/37] Upgrade websockets to v15 (#16734)

---
 poetry.lock    | 169 ++++++++++++++++++++++---------------------------
 pyproject.toml |   2 +-
 2 files changed, 77 insertions(+), 94 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 82ee5c9ddd1..15140856781 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 2.2.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.1.4 and should not be changed by hand.
 
 [[package]]
 name = "aiofiles"
@@ -3089,15 +3089,15 @@ files = [
 
 [[package]]
 name = "litellm-proxy-extras"
-version = "0.4.8"
+version = "0.4.9"
 description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package."
 optional = true
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 groups = ["main"]
 markers = "extra == \"proxy\""
 files = [
-    {file = "litellm_proxy_extras-0.4.8-py3-none-any.whl", hash = "sha256:9ed19b75ce2b40debba54871d74186182ebc161b1c0f7456f68625b78465d3a7"},
-    {file = "litellm_proxy_extras-0.4.8.tar.gz", hash = "sha256:34c62066ab1b6bfc8cc579c3d3a08f86d4704c65b916fbfd30bdf4eb24c3848a"},
+    {file = "litellm_proxy_extras-0.4.9-py3-none-any.whl", hash = "sha256:7bea79fd015989ca8626fdb5199fca335cedf68e8469e10e8ad55528410a0229"},
+    {file = "litellm_proxy_extras-0.4.9.tar.gz", hash = "sha256:804b331c7691ddd040ea0dbe36465a1565bb40824db6345b2bc571ec076e3655"},
 ]
 
 [[package]]
@@ -7592,99 +7592,82 @@ testing = ["coverage (>=7.6.0)", "pytest", "pytest-cov"]
 
 [[package]]
 name = "websockets"
-version = "13.1"
+version = "15.0.1"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "extra == \"proxy\""
 files = [
-    {file = "websockets-13.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:f48c749857f8fb598fb890a75f540e3221d0976ed0bf879cf3c7eef34151acee"},
-    {file = "websockets-13.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c7e72ce6bda6fb9409cc1e8164dd41d7c91466fb599eb047cfda72fe758a34a7"},
-    {file = "websockets-13.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f779498eeec470295a2b1a5d97aa1bc9814ecd25e1eb637bd9d1c73a327387f6"},
-    {file = "websockets-13.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4676df3fe46956fbb0437d8800cd5f2b6d41143b6e7e842e60554398432cf29b"},
-    {file = "websockets-13.1-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a7affedeb43a70351bb811dadf49493c9cfd1ed94c9c70095fd177e9cc1541fa"},
-    {file = "websockets-13.1-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1971e62d2caa443e57588e1d82d15f663b29ff9dfe7446d9964a4b6f12c1e700"},
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+    {file = "websockets-15.0.1-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:229cf1d3ca6c1804400b0a9790dc66528e08a6a1feec0d5040e8b9eb14422375"},
+    {file = "websockets-15.0.1-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:756c56e867a90fb00177d530dca4b097dd753cde348448a1012ed6c5131f8b7d"},
+    {file = "websockets-15.0.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:558d023b3df0bffe50a04e710bc87742de35060580a293c2a984299ed83bc4e4"},
+    {file = "websockets-15.0.1-cp313-cp313-win32.whl", hash = "sha256:ba9e56e8ceeeedb2e080147ba85ffcd5cd0711b89576b83784d8605a7df455fa"},
+    {file = "websockets-15.0.1-cp313-cp313-win_amd64.whl", hash = "sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561"},
+    {file = "websockets-15.0.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:5f4c04ead5aed67c8a1a20491d54cdfba5884507a48dd798ecaf13c74c4489f5"},
+    {file = "websockets-15.0.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:abdc0c6c8c648b4805c5eacd131910d2a7f6455dfd3becab248ef108e89ab16a"},
+    {file = "websockets-15.0.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a625e06551975f4b7ea7102bc43895b90742746797e2e14b70ed61c43a90f09b"},
+    {file = "websockets-15.0.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d591f8de75824cbb7acad4e05d2d710484f15f29d4a915092675ad3456f11770"},
+    {file = "websockets-15.0.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:47819cea040f31d670cc8d324bb6435c6f133b8c7a19ec3d61634e62f8d8f9eb"},
+    {file = "websockets-15.0.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac017dd64572e5c3bd01939121e4d16cf30e5d7e110a119399cf3133b63ad054"},
+    {file = "websockets-15.0.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:4a9fac8e469d04ce6c25bb2610dc535235bd4aa14996b4e6dbebf5e007eba5ee"},
+    {file = "websockets-15.0.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:363c6f671b761efcb30608d24925a382497c12c506b51661883c3e22337265ed"},
+    {file = "websockets-15.0.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:2034693ad3097d5355bfdacfffcbd3ef5694f9718ab7f29c29689a9eae841880"},
+    {file = "websockets-15.0.1-cp39-cp39-win32.whl", hash = "sha256:3b1ac0d3e594bf121308112697cf4b32be538fb1444468fb0a6ae4feebc83411"},
+    {file = "websockets-15.0.1-cp39-cp39-win_amd64.whl", hash = "sha256:b7643a03db5c95c799b89b31c036d5f27eeb4d259c798e878d6937d71832b1e4"},
+    {file = "websockets-15.0.1-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:0c9e74d766f2818bb95f84c25be4dea09841ac0f734d1966f415e4edfc4ef1c3"},
+    {file = "websockets-15.0.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:1009ee0c7739c08a0cd59de430d6de452a55e42d6b522de7aa15e6f67db0b8e1"},
+    {file = "websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:76d1f20b1c7a2fa82367e04982e708723ba0e7b8d43aa643d3dcd404d74f1475"},
+    {file = "websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f29d80eb9a9263b8d109135351caf568cc3f80b9928bccde535c235de55c22d9"},
+    {file = "websockets-15.0.1-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b359ed09954d7c18bbc1680f380c7301f92c60bf924171629c5db97febb12f04"},
+    {file = "websockets-15.0.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:cad21560da69f4ce7658ca2cb83138fb4cf695a2ba3e475e0559e05991aa8122"},
+    {file = "websockets-15.0.1-pp39-pypy39_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7f493881579c90fc262d9cdbaa05a6b54b3811c2f300766748db79f098db9940"},
+    {file = "websockets-15.0.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:47b099e1f4fbc95b701b6e85768e1fcdaf1630f3cbe4765fa216596f12310e2e"},
+    {file = "websockets-15.0.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:67f2b6de947f8c757db2db9c71527933ad0019737ec374a8a6be9a956786aaf9"},
+    {file = "websockets-15.0.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d08eb4c2b7d6c41da6ca0600c077e93f5adcfd979cd777d747e9ee624556da4b"},
+    {file = "websockets-15.0.1-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:4b826973a4a2ae47ba357e4e82fa44a463b8f168e1ca775ac64521442b19e87f"},
+    {file = "websockets-15.0.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:21c1fa28a6a7e3cbdc171c694398b6df4744613ce9b36b1a498e816787e28123"},
+    {file = "websockets-15.0.1-py3-none-any.whl", hash = "sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f"},
+    {file = "websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee"},
 ]
 
 [[package]]
@@ -8006,4 +7989,4 @@ utils = ["numpydoc"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.9,<4.0"
-content-hash = "f57d8bbcc0048b1595b226362903f5b2ef28c73b0b866584af5d3110e3880b82"
+content-hash = "f82f4b8ba78e119ef79695c48bc0e8e9c5745f81046ce19dcee885dec8c0d3a0"
diff --git a/pyproject.toml b/pyproject.toml
index 9a450d3e7f8..a2d314a4cf5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,7 +55,7 @@ google-cloud-kms = {version = "^2.21.3", optional = true}
 google-cloud-iam = {version = "^2.19.1", optional = true}
 resend = {version = ">=0.8.0", optional = true}
 pynacl = {version = "^1.5.0", optional = true}
-websockets = {version = "^13.1.0", optional = true}
+websockets = {version = "^15.0.1", optional = true}
 boto3 = {version = "1.36.0", optional = true}
 redisvl = {version = "^0.4.1", optional = true, markers = "python_version >= '3.9' and python_version < '3.14'"}
 mcp = {version = "^1.21.2", optional = true, python = ">=3.10"}

From e402b8cd26ab37b1d9af53c9657ab4a23b1f0aa8 Mon Sep 17 00:00:00 2001
From: Raghav Jhavar <156360524+raghav-stripe@users.noreply.github.com>
Date: Thu, 27 Nov 2025 13:25:08 -0500
Subject: [PATCH 15/37] do not include plaintext message in exception (#17216)

---
 litellm/utils.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/litellm/utils.py b/litellm/utils.py
index 053368a3e0a..18c2e781be5 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -6959,11 +6959,11 @@ def validate_chat_completion_user_messages(messages: List[AllMessageValues]):
         except Exception as e:
             if isinstance(e, KeyError):
                 raise Exception(
-                    f"Invalid message={m} at index {idx}. Please ensure all messages are valid OpenAI chat completion messages."
+                    f"Invalid message at index {idx}. Please ensure all messages are valid OpenAI chat completion messages."
                 )
             if "invalid content type" in str(e):
                 raise Exception(
-                    f"Invalid user message={m} at index {idx}. Please ensure all user messages are valid OpenAI chat completion messages."
+                    f"Invalid user message at index {idx}. Please ensure all user messages are valid OpenAI chat completion messages."
                 )
             else:
                 raise e

From d59e5dc1f510b42f12ec3aaf49671f84fd1c9a21 Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 11:31:07 -0800
Subject: [PATCH 16/37] Change add fallback to use antd select

---
 .../src/components/add_fallbacks.test.tsx     | 47 +++++++++++++++++++
 .../src/components/add_fallbacks.tsx          | 39 ++++++++-------
 2 files changed, 69 insertions(+), 17 deletions(-)
 create mode 100644 ui/litellm-dashboard/src/components/add_fallbacks.test.tsx

diff --git a/ui/litellm-dashboard/src/components/add_fallbacks.test.tsx b/ui/litellm-dashboard/src/components/add_fallbacks.test.tsx
new file mode 100644
index 00000000000..102b55af8af
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/add_fallbacks.test.tsx
@@ -0,0 +1,47 @@
+import { render, screen } from "@testing-library/react";
+import { beforeEach, describe, expect, it, vi } from "vitest";
+import AddFallbacks from "./add_fallbacks";
+
+vi.mock("./networking", () => ({
+  setCallbacksCall: vi.fn(),
+}));
+
+vi.mock("./playground/llm_calls/fetch_models", () => ({
+  fetchAvailableModels: vi.fn(() =>
+    Promise.resolve([
+      { model_group: "gpt-4" },
+      { model_group: "gpt-3.5-turbo" },
+      { model_group: "claude-3-opus" },
+      { model_group: "claude-3-sonnet" },
+    ]),
+  ),
+}));
+
+vi.mock("./molecules/notifications_manager", () => ({
+  default: {
+    success: vi.fn(),
+    fromBackend: vi.fn(),
+  },
+}));
+
+describe("AddFallbacks", () => {
+  const mockAccessToken = "test-token";
+  const mockRouterSettings = { fallbacks: [] };
+  const mockSetRouterSettings = vi.fn();
+
+  beforeEach(() => {
+    vi.clearAllMocks();
+  });
+
+  it("should render the component", () => {
+    render(
+      <AddFallbacks
+        accessToken={mockAccessToken}
+        routerSettings={mockRouterSettings}
+        setRouterSettings={mockSetRouterSettings}
+      />,
+    );
+
+    expect(screen.getByRole("button", { name: /Add Fallbacks/i })).toBeInTheDocument();
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/add_fallbacks.tsx b/ui/litellm-dashboard/src/components/add_fallbacks.tsx
index 87cbc1a08cb..97b020005ae 100644
--- a/ui/litellm-dashboard/src/components/add_fallbacks.tsx
+++ b/ui/litellm-dashboard/src/components/add_fallbacks.tsx
@@ -2,13 +2,12 @@
  * Modal to add fallbacks to the proxy router config
  */
 
-import React, { useState, useEffect } from "react";
 import { Button } from "@tremor/react";
-import { SearchSelect, SearchSelectItem } from "@tremor/react";
-import { setCallbacksCall } from "./networking";
-import { Modal, Form } from "antd";
-import { fetchAvailableModels, ModelGroup } from "./playground/llm_calls/fetch_models";
+import { Form, Modal, Select } from "antd";
+import React, { useEffect, useState } from "react";
 import NotificationManager from "./molecules/notifications_manager";
+import { setCallbacksCall } from "./networking";
+import { fetchAvailableModels, ModelGroup } from "./playground/llm_calls/fetch_models";
 
 interface AddFallbacksProps {
   models?: string[];
@@ -134,10 +133,10 @@ const AddFallbacks: React.FC<AddFallbacksProps> = ({ models, accessToken, router
                 rules={[{ required: true, message: "Please select the primary model that needs fallbacks" }]}
                 className="!mb-0"
               >
-                <SearchSelect
+                <Select
                   placeholder="Select the model that needs fallback protection"
-                  value={selectedModel}
-                  onValueChange={(value: string) => {
+                  value={selectedModel || undefined}
+                  onChange={(value: string) => {
                     setSelectedModel(value);
                     // Remove the selected model from fallbacks if it was selected
                     const updatedFallbacks = selectedFallbacks.filter((model) => model !== value);
@@ -145,15 +144,18 @@ const AddFallbacks: React.FC<AddFallbacksProps> = ({ models, accessToken, router
                     form.setFieldValue("models", updatedFallbacks);
                     form.setFieldValue("model_name", value);
                   }}
+                  showSearch
+                  allowClear
+                  style={{ width: "100%" }}
                 >
                   {Array.from(new Set(modelInfo.map((option) => option.model_group))).map(
                     (model: string, index: number) => (
-                      <SearchSelectItem key={index} value={model}>
+                      <Select.Option key={index} value={model}>
                         {model}
-                      </SearchSelectItem>
+                      </Select.Option>
                     ),
                   )}
-                </SearchSelect>
+                </Select>
                 <p className="text-sm text-gray-500 mt-1">This is the primary model that users will request</p>
               </Form.Item>
 
@@ -200,26 +202,29 @@ const AddFallbacks: React.FC<AddFallbacksProps> = ({ models, accessToken, router
                   )}
 
                   {/* Model selector */}
-                  <SearchSelect
+                  <Select
                     placeholder="Add a fallback model"
-                    value=""
-                    onValueChange={(value: string) => {
+                    value={undefined}
+                    onChange={(value: string) => {
                       if (value && !selectedFallbacks.includes(value)) {
                         const newFallbacks = [...selectedFallbacks, value];
                         setSelectedFallbacks(newFallbacks);
                         form.setFieldValue("models", newFallbacks);
                       }
                     }}
+                    showSearch
+                    allowClear
+                    style={{ width: "100%" }}
                   >
                     {Array.from(new Set(modelInfo.map((option) => option.model_group)))
                       .filter((data: string) => data !== selectedModel && !selectedFallbacks.includes(data))
                       .sort()
                       .map((model: string) => (
-                        <SearchSelectItem key={model} value={model}>
+                        <Select.Option key={model} value={model}>
                           {model}
-                        </SearchSelectItem>
+                        </Select.Option>
                       ))}
-                  </SearchSelect>
+                  </Select>
                 </div>
                 <p className="text-sm text-gray-500 mt-1">
                   <strong>Order matters:</strong> Models will be tried in the order shown above (1st, 2nd, 3rd, etc.)

From d612d71ef427c2e2de01448d69e81979c7d14f93 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 12:06:53 -0800
Subject: [PATCH 17/37] [Feat] Add guardrails for pass through endpoints 
 (#17221)

* add PassThroughGuardrailsConfig

* init JsonPathExtractor

* feat PassthroughGuardrailHandler

* feat pt guardrails

* pt guardrails

* add Pass-Through Endpoint Guardrail Translation

* add PassThroughEndpointHandler

* execute simple guardrail config and dict settings

* TestPassthroughGuardrailHandlerNormalizeConfig

* add passthrough_guardrails_config on litellm logging obj

* add LiteLLMLoggingObj to base trasaltino

* cleaner _get_guardrail_settings

* update guardrails settings

* docs pt guardrail

* docs Guardrails on Pass-Through Endpoints

* fix typing

* fix typing

* test_no_fields_set_sends_full_body

* fix typing

* Potential fix for code scanning alert no. 3834: Clear-text logging of sensitive information

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>

---------

Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
---
 .../docs/proxy/pass_through_guardrails.md     | 214 +++++++++++
 docs/my-website/sidebars.js                   |   3 +-
 litellm/litellm_core_utils/litellm_logging.py |   3 +
 .../chat/guardrail_translation/handler.py     |   2 +
 .../guardrail_translation/base_translation.py |   5 +-
 .../rerank/guardrail_translation/handler.py   |   4 +-
 .../chat/guardrail_translation/handler.py     |   2 +
 .../guardrail_translation/handler.py          |   4 +-
 .../guardrail_translation/handler.py          |   4 +-
 .../guardrail_translation/handler.py          |   2 +
 .../speech/guardrail_translation/handler.py   |   4 +-
 .../guardrail_translation/handler.py          |   4 +-
 litellm/llms/pass_through/__init__.py         |  12 +
 .../guardrail_translation/README.md           |  41 +++
 .../guardrail_translation/__init__.py         |  15 +
 .../guardrail_translation/handler.py          | 165 +++++++++
 litellm/proxy/_types.py                       |  27 +-
 .../unified_guardrail/unified_guardrail.py    |   2 +
 .../jsonpath_extractor.py                     |  95 +++++
 .../pass_through_endpoints.py                 |  72 +++-
 .../passthrough_guardrails.py                 | 333 ++++++++++++++++++
 litellm/proxy/proxy_config.yaml               |  17 +-
 ..._passthrough_guardrails_field_targeting.py | 119 +++++++
 .../test_passthrough_guardrails.py            | 263 ++++++++++++++
 24 files changed, 1378 insertions(+), 34 deletions(-)
 create mode 100644 docs/my-website/docs/proxy/pass_through_guardrails.md
 create mode 100644 litellm/llms/pass_through/__init__.py
 create mode 100644 litellm/llms/pass_through/guardrail_translation/README.md
 create mode 100644 litellm/llms/pass_through/guardrail_translation/__init__.py
 create mode 100644 litellm/llms/pass_through/guardrail_translation/handler.py
 create mode 100644 litellm/proxy/pass_through_endpoints/jsonpath_extractor.py
 create mode 100644 litellm/proxy/pass_through_endpoints/passthrough_guardrails.py
 create mode 100644 test_litellm/proxy/pass_through_endpoints/test_passthrough_guardrails_field_targeting.py
 create mode 100644 tests/test_litellm/proxy/pass_through_endpoints/test_passthrough_guardrails.py

diff --git a/docs/my-website/docs/proxy/pass_through_guardrails.md b/docs/my-website/docs/proxy/pass_through_guardrails.md
new file mode 100644
index 00000000000..272285e61c0
--- /dev/null
+++ b/docs/my-website/docs/proxy/pass_through_guardrails.md
@@ -0,0 +1,214 @@
+# Guardrails on Pass-Through Endpoints
+
+## Overview
+
+| Property | Details |
+|----------|---------|
+| Description | Enable guardrail execution on LiteLLM pass-through endpoints with opt-in activation and automatic inheritance from org/team/key levels |
+| Supported Guardrails | All LiteLLM guardrails (Bedrock, Aporia, Lakera, etc.) |
+| Default Behavior | Guardrails are **disabled** on pass-through endpoints unless explicitly enabled |
+
+## Quick Start
+
+### 1. Define guardrails and pass-through endpoint
+
+```yaml showLineNumbers title="config.yaml"
+guardrails:
+  - guardrail_name: "pii-guard"
+    litellm_params:
+      guardrail: bedrock
+      mode: pre_call
+      guardrailIdentifier: "your-guardrail-id"
+      guardrailVersion: "1"
+
+general_settings:
+  pass_through_endpoints:
+    - path: "/v1/rerank"
+      target: "https://api.cohere.com/v1/rerank"
+      headers:
+        Authorization: "bearer os.environ/COHERE_API_KEY"
+      guardrails:
+        pii-guard:
+```
+
+### 2. Start proxy
+
+```bash
+litellm --config config.yaml
+```
+
+### 3. Test request
+
+```bash
+curl -X POST "http://localhost:4000/v1/rerank" \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer sk-1234" \
+  -d '{
+    "model": "rerank-english-v3.0",
+    "query": "What is the capital of France?",
+    "documents": ["Paris is the capital of France."]
+  }'
+```
+
+---
+
+## Opt-In Behavior
+
+| Configuration | Behavior |
+|--------------|----------|
+| `guardrails` not set | No guardrails execute (default) |
+| `guardrails` set | All org/team/key + pass-through guardrails execute |
+
+When guardrails are enabled, the system collects and executes:
+- Org-level guardrails
+- Team-level guardrails  
+- Key-level guardrails
+- Pass-through specific guardrails
+
+---
+
+
+## How It Works
+
+The diagram below shows what happens when a client makes a request to `/special/rerank` - a pass-through endpoint configured with guardrails in your `config.yaml`.
+
+When guardrails are configured on a pass-through endpoint:
+1. **Pre-call guardrails** run on the request before forwarding to the target API
+2. If `request_fields` is specified (e.g., `["query"]`), only those fields are sent to the guardrail. Otherwise, the entire request payload is evaluated.
+3. The request is forwarded to the target API only if guardrails pass
+4. **Post-call guardrails** run on the response from the target API
+5. If `response_fields` is specified (e.g., `["results[*].text"]`), only those fields are evaluated. Otherwise, the entire response is checked.
+
+:::info
+If the `guardrails` block is omitted or empty in your pass-through endpoint config, the request skips the guardrail flow entirely and goes directly to the target API.
+:::
+
+```mermaid
+sequenceDiagram
+    participant Client
+    box rgb(200, 220, 255) LiteLLM Proxy
+        participant PassThrough as Pass-through Endpoint
+        participant Guardrails
+    end
+    participant Target as Target API (Cohere, etc.)
+
+    Client->>PassThrough: POST /special/rerank
+    Note over PassThrough,Guardrails: Collect passthrough + org/team/key guardrails
+    PassThrough->>Guardrails: Run pre_call (request_fields or full payload)
+    Guardrails-->>PassThrough: ✓ Pass / ✗ Block
+    PassThrough->>Target: Forward request
+    Target-->>PassThrough: Response
+    PassThrough->>Guardrails: Run post_call (response_fields or full payload)
+    Guardrails-->>PassThrough: ✓ Pass / ✗ Block
+    PassThrough-->>Client: Return response (or error)
+```
+
+---
+
+## Field-Level Targeting
+
+Target specific JSON fields instead of the entire request/response payload.
+
+```yaml showLineNumbers title="config.yaml"
+guardrails:
+  - guardrail_name: "pii-detection"
+    litellm_params:
+      guardrail: bedrock
+      mode: pre_call
+      guardrailIdentifier: "pii-guard-id"
+      guardrailVersion: "1"
+
+  - guardrail_name: "content-moderation"
+    litellm_params:
+      guardrail: bedrock
+      mode: post_call
+      guardrailIdentifier: "content-guard-id"
+      guardrailVersion: "1"
+
+general_settings:
+  pass_through_endpoints:
+    - path: "/v1/rerank"
+      target: "https://api.cohere.com/v1/rerank"
+      headers:
+        Authorization: "bearer os.environ/COHERE_API_KEY"
+      guardrails:
+        pii-detection:
+          request_fields: ["query", "documents[*].text"]
+        content-moderation:
+          response_fields: ["results[*].text"]
+```
+
+### Field Options
+
+| Field | Description |
+|-------|-------------|
+| `request_fields` | JSONPath expressions for input (pre_call) |
+| `response_fields` | JSONPath expressions for output (post_call) |
+| Neither specified | Guardrail runs on entire payload |
+
+### JSONPath Examples
+
+| Expression | Matches |
+|------------|---------|
+| `query` | Single field named `query` |
+| `documents[*].text` | All `text` fields in `documents` array |
+| `messages[*].content` | All `content` fields in `messages` array |
+
+---
+
+## Configuration Examples
+
+### Single guardrail on entire payload
+
+```yaml showLineNumbers title="config.yaml"
+guardrails:
+  - guardrail_name: "pii-detection"
+    litellm_params:
+      guardrail: bedrock
+      mode: pre_call
+      guardrailIdentifier: "your-id"
+      guardrailVersion: "1"
+
+general_settings:
+  pass_through_endpoints:
+    - path: "/v1/rerank"
+      target: "https://api.cohere.com/v1/rerank"
+      guardrails:
+        pii-detection:
+```
+
+### Multiple guardrails with mixed settings
+
+```yaml showLineNumbers title="config.yaml"
+guardrails:
+  - guardrail_name: "pii-detection"
+    litellm_params:
+      guardrail: bedrock
+      mode: pre_call
+      guardrailIdentifier: "pii-id"
+      guardrailVersion: "1"
+
+  - guardrail_name: "content-moderation"
+    litellm_params:
+      guardrail: bedrock
+      mode: post_call
+      guardrailIdentifier: "content-id"
+      guardrailVersion: "1"
+
+  - guardrail_name: "prompt-injection"
+    litellm_params:
+      guardrail: lakera
+      mode: pre_call
+      api_key: os.environ/LAKERA_API_KEY
+
+general_settings:
+  pass_through_endpoints:
+    - path: "/v1/rerank"
+      target: "https://api.cohere.com/v1/rerank"
+      guardrails:
+        pii-detection:
+          request_fields: ["input", "query"]
+        content-moderation:
+        prompt-injection:
+          request_fields: ["messages[*].content"]
+```
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 2002550a258..917fdca6020 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -419,7 +419,8 @@ const sidebars = {
               ]
             },
             "pass_through/vllm",
-            "proxy/pass_through"
+            "proxy/pass_through",
+            "proxy/pass_through_guardrails"
           ]
         },
         "rag_ingest",
diff --git a/litellm/litellm_core_utils/litellm_logging.py b/litellm/litellm_core_utils/litellm_logging.py
index 305b7d6ddc3..0b0f483ff74 100644
--- a/litellm/litellm_core_utils/litellm_logging.py
+++ b/litellm/litellm_core_utils/litellm_logging.py
@@ -374,6 +374,9 @@ class Logging(LiteLLMLoggingBaseClass):
         # Init Caching related details
         self.caching_details: Optional[CachingDetails] = None
 
+        # Passthrough endpoint guardrails config for field targeting
+        self.passthrough_guardrails_config: Optional[Dict[str, Any]] = None
+
         self.model_call_details: Dict[str, Any] = {
             "litellm_trace_id": litellm_trace_id,
             "litellm_call_id": litellm_call_id,
diff --git a/litellm/llms/anthropic/chat/guardrail_translation/handler.py b/litellm/llms/anthropic/chat/guardrail_translation/handler.py
index 06a1b92e1b0..6aba2947d3b 100644
--- a/litellm/llms/anthropic/chat/guardrail_translation/handler.py
+++ b/litellm/llms/anthropic/chat/guardrail_translation/handler.py
@@ -41,6 +41,7 @@ class AnthropicMessagesHandler(BaseTranslation):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process input messages by applying guardrails to text content.
@@ -145,6 +146,7 @@ class AnthropicMessagesHandler(BaseTranslation):
         self,
         response: "AnthropicMessagesResponse",
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process output response by applying guardrails to text content.
diff --git a/litellm/llms/base_llm/guardrail_translation/base_translation.py b/litellm/llms/base_llm/guardrail_translation/base_translation.py
index 4599af1b745..926ad59cee4 100644
--- a/litellm/llms/base_llm/guardrail_translation/base_translation.py
+++ b/litellm/llms/base_llm/guardrail_translation/base_translation.py
@@ -1,8 +1,9 @@
 from abc import ABC, abstractmethod
-from typing import TYPE_CHECKING, Any
+from typing import TYPE_CHECKING, Any, Optional
 
 if TYPE_CHECKING:
     from litellm.integrations.custom_guardrail import CustomGuardrail
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 
 
 class BaseTranslation(ABC):
@@ -11,6 +12,7 @@ class BaseTranslation(ABC):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional["LiteLLMLoggingObj"] = None,
     ) -> Any:
         pass
 
@@ -19,5 +21,6 @@ class BaseTranslation(ABC):
         self,
         response: Any,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional["LiteLLMLoggingObj"] = None,
     ) -> Any:
         pass
diff --git a/litellm/llms/cohere/rerank/guardrail_translation/handler.py b/litellm/llms/cohere/rerank/guardrail_translation/handler.py
index 0c5e50dc41e..a5a5ef68b8d 100644
--- a/litellm/llms/cohere/rerank/guardrail_translation/handler.py
+++ b/litellm/llms/cohere/rerank/guardrail_translation/handler.py
@@ -5,7 +5,7 @@ This module provides guardrail translation support for the rerank endpoint.
 The handler processes only the 'query' parameter for guardrails.
 """
 
-from typing import TYPE_CHECKING, Any
+from typing import TYPE_CHECKING, Any, Optional
 
 from litellm._logging import verbose_proxy_logger
 from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
@@ -34,6 +34,7 @@ class CohereRerankHandler(BaseTranslation):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process input query by applying guardrails.
@@ -68,6 +69,7 @@ class CohereRerankHandler(BaseTranslation):
         self,
         response: "RerankResponse",
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process output response - not applicable for rerank.
diff --git a/litellm/llms/openai/chat/guardrail_translation/handler.py b/litellm/llms/openai/chat/guardrail_translation/handler.py
index b01f9f1b980..2a421a8283b 100644
--- a/litellm/llms/openai/chat/guardrail_translation/handler.py
+++ b/litellm/llms/openai/chat/guardrail_translation/handler.py
@@ -42,6 +42,7 @@ class OpenAIChatCompletionsHandler(BaseTranslation):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process input messages by applying guardrails to text content.
@@ -148,6 +149,7 @@ class OpenAIChatCompletionsHandler(BaseTranslation):
         self,
         response: "ModelResponse",
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process output response by applying guardrails to text content.
diff --git a/litellm/llms/openai/completion/guardrail_translation/handler.py b/litellm/llms/openai/completion/guardrail_translation/handler.py
index b5db730620e..5a38d04d75c 100644
--- a/litellm/llms/openai/completion/guardrail_translation/handler.py
+++ b/litellm/llms/openai/completion/guardrail_translation/handler.py
@@ -5,7 +5,7 @@ This module provides guardrail translation support for OpenAI's text completion
 The handler processes the 'prompt' parameter for guardrails.
 """
 
-from typing import TYPE_CHECKING, Any
+from typing import TYPE_CHECKING, Any, Optional
 
 from litellm._logging import verbose_proxy_logger
 from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
@@ -32,6 +32,7 @@ class OpenAITextCompletionHandler(BaseTranslation):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process input prompt by applying guardrails to text content.
@@ -100,6 +101,7 @@ class OpenAITextCompletionHandler(BaseTranslation):
         self,
         response: "TextCompletionResponse",
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process output response by applying guardrails to completion text.
diff --git a/litellm/llms/openai/image_generation/guardrail_translation/handler.py b/litellm/llms/openai/image_generation/guardrail_translation/handler.py
index 5fcb5278f01..de6bca8e571 100644
--- a/litellm/llms/openai/image_generation/guardrail_translation/handler.py
+++ b/litellm/llms/openai/image_generation/guardrail_translation/handler.py
@@ -5,7 +5,7 @@ This module provides guardrail translation support for OpenAI's image generation
 The handler processes the 'prompt' parameter for guardrails.
 """
 
-from typing import TYPE_CHECKING, Any
+from typing import TYPE_CHECKING, Any, Optional
 
 from litellm._logging import verbose_proxy_logger
 from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
@@ -31,6 +31,7 @@ class OpenAIImageGenerationHandler(BaseTranslation):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process input prompt by applying guardrails to text content.
@@ -72,6 +73,7 @@ class OpenAIImageGenerationHandler(BaseTranslation):
         self,
         response: "ImageResponse",
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process output response - typically not needed for image generation.
diff --git a/litellm/llms/openai/responses/guardrail_translation/handler.py b/litellm/llms/openai/responses/guardrail_translation/handler.py
index fdac13176b1..489a89c60cf 100644
--- a/litellm/llms/openai/responses/guardrail_translation/handler.py
+++ b/litellm/llms/openai/responses/guardrail_translation/handler.py
@@ -56,6 +56,7 @@ class OpenAIResponsesHandler(BaseTranslation):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process input by applying guardrails to text content.
@@ -177,6 +178,7 @@ class OpenAIResponsesHandler(BaseTranslation):
         self,
         response: "ResponsesAPIResponse",
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process output response by applying guardrails to text content.
diff --git a/litellm/llms/openai/speech/guardrail_translation/handler.py b/litellm/llms/openai/speech/guardrail_translation/handler.py
index aa049801d16..47df79833bf 100644
--- a/litellm/llms/openai/speech/guardrail_translation/handler.py
+++ b/litellm/llms/openai/speech/guardrail_translation/handler.py
@@ -5,7 +5,7 @@ This module provides guardrail translation support for OpenAI's text-to-speech e
 The handler processes the 'input' text parameter (output is audio, so no text to guardrail).
 """
 
-from typing import TYPE_CHECKING, Any
+from typing import TYPE_CHECKING, Any, Optional
 
 from litellm._logging import verbose_proxy_logger
 from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
@@ -30,6 +30,7 @@ class OpenAITextToSpeechHandler(BaseTranslation):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process input text by applying guardrails.
@@ -72,6 +73,7 @@ class OpenAITextToSpeechHandler(BaseTranslation):
         self,
         response: "HttpxBinaryResponseContent",
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process output - not applicable for text-to-speech.
diff --git a/litellm/llms/openai/transcriptions/guardrail_translation/handler.py b/litellm/llms/openai/transcriptions/guardrail_translation/handler.py
index 22b93251be6..51f50c9180a 100644
--- a/litellm/llms/openai/transcriptions/guardrail_translation/handler.py
+++ b/litellm/llms/openai/transcriptions/guardrail_translation/handler.py
@@ -5,7 +5,7 @@ This module provides guardrail translation support for OpenAI's audio transcript
 The handler processes the output transcribed text (input is audio, so no text to guardrail).
 """
 
-from typing import TYPE_CHECKING, Any
+from typing import TYPE_CHECKING, Any, Optional
 
 from litellm._logging import verbose_proxy_logger
 from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
@@ -30,6 +30,7 @@ class OpenAIAudioTranscriptionHandler(BaseTranslation):
         self,
         data: dict,
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process input - not applicable for audio transcription.
@@ -54,6 +55,7 @@ class OpenAIAudioTranscriptionHandler(BaseTranslation):
         self,
         response: "TranscriptionResponse",
         guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional[Any] = None,
     ) -> Any:
         """
         Process output transcription by applying guardrails to transcribed text.
diff --git a/litellm/llms/pass_through/__init__.py b/litellm/llms/pass_through/__init__.py
new file mode 100644
index 00000000000..803772f14d6
--- /dev/null
+++ b/litellm/llms/pass_through/__init__.py
@@ -0,0 +1,12 @@
+"""
+Pass-Through Endpoint Guardrail Translation
+
+This module exists here (under litellm/llms/) so it can be auto-discovered by
+load_guardrail_translation_mappings() which scans for guardrail_translation
+directories under litellm/llms/.
+
+The main passthrough endpoint implementation is in:
+    litellm/proxy/pass_through_endpoints/
+
+See guardrail_translation/README.md for more details.
+"""
diff --git a/litellm/llms/pass_through/guardrail_translation/README.md b/litellm/llms/pass_through/guardrail_translation/README.md
new file mode 100644
index 00000000000..db4c0704e75
--- /dev/null
+++ b/litellm/llms/pass_through/guardrail_translation/README.md
@@ -0,0 +1,41 @@
+# Pass-Through Endpoint Guardrail Translation
+
+## Why This Exists Here
+
+This module is located under `litellm/llms/` (instead of with the main passthrough code) because:
+
+1. **Auto-discovery**: The `load_guardrail_translation_mappings()` function in `litellm/llms/__init__.py` scans for `guardrail_translation/` directories under `litellm/llms/`
+2. **Consistency**: All other guardrail translation handlers follow this pattern (e.g., `openai/chat/guardrail_translation/`, `anthropic/chat/guardrail_translation/`)
+
+## Main Passthrough Implementation
+
+The main passthrough endpoint implementation is in:
+
+```
+litellm/proxy/pass_through_endpoints/
+├── pass_through_endpoints.py      # Core passthrough routing logic
+├── passthrough_guardrails.py      # Guardrail collection and field targeting
+├── jsonpath_extractor.py          # JSONPath field extraction utility
+└── ...
+```
+
+## What This Handler Does
+
+The `PassThroughEndpointHandler` enables guardrails to run on passthrough endpoint requests by:
+
+1. **Field Targeting**: Extracts specific fields from the request/response using JSONPath expressions configured in `request_fields` / `response_fields`
+2. **Full Payload Fallback**: If no field targeting is configured, processes the entire payload
+3. **Config Access**: Uses `get_passthrough_guardrails_config()` / `set_passthrough_guardrails_config()` helpers to access the passthrough guardrails configuration stored in request metadata
+
+## Example Config
+
+```yaml
+passthrough_endpoints:
+  - path: "/v1/rerank"
+    target: "https://api.cohere.com/v1/rerank"
+    guardrails:
+      bedrock-pre-guard:
+        request_fields: ["query", "documents[*].text"]
+        response_fields: ["results[*].text"]
+```
+
diff --git a/litellm/llms/pass_through/guardrail_translation/__init__.py b/litellm/llms/pass_through/guardrail_translation/__init__.py
new file mode 100644
index 00000000000..db69c8e378a
--- /dev/null
+++ b/litellm/llms/pass_through/guardrail_translation/__init__.py
@@ -0,0 +1,15 @@
+"""Pass-Through Endpoint guardrail translation handler."""
+
+from litellm.llms.pass_through.guardrail_translation.handler import (
+    PassThroughEndpointHandler,
+)
+from litellm.types.utils import CallTypes
+
+guardrail_translation_mappings = {
+    CallTypes.pass_through: PassThroughEndpointHandler,
+}
+
+__all__ = [
+    "guardrail_translation_mappings",
+    "PassThroughEndpointHandler",
+]
diff --git a/litellm/llms/pass_through/guardrail_translation/handler.py b/litellm/llms/pass_through/guardrail_translation/handler.py
new file mode 100644
index 00000000000..5ff9fd25c5f
--- /dev/null
+++ b/litellm/llms/pass_through/guardrail_translation/handler.py
@@ -0,0 +1,165 @@
+"""
+Pass-Through Endpoint Message Handler for Unified Guardrails
+
+This module provides a handler for passthrough endpoint requests.
+It uses the field targeting configuration from litellm_logging_obj
+to extract specific fields for guardrail processing.
+"""
+
+from typing import TYPE_CHECKING, Any, List, Optional
+
+from litellm._logging import verbose_proxy_logger
+from litellm.llms.base_llm.guardrail_translation.base_translation import BaseTranslation
+from litellm.proxy._types import PassThroughGuardrailSettings
+
+if TYPE_CHECKING:
+    from litellm.integrations.custom_guardrail import CustomGuardrail
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
+
+
+class PassThroughEndpointHandler(BaseTranslation):
+    """
+    Handler for processing passthrough endpoint requests with guardrails.
+
+    Uses passthrough_guardrails_config from litellm_logging_obj
+    to determine which fields to extract for guardrail processing.
+    """
+
+    def _get_guardrail_settings(
+        self,
+        litellm_logging_obj: Optional["LiteLLMLoggingObj"],
+        guardrail_name: Optional[str],
+    ) -> Optional[PassThroughGuardrailSettings]:
+        """
+        Get the guardrail settings for a specific guardrail from logging_obj.
+        """
+        from litellm.proxy.pass_through_endpoints.passthrough_guardrails import (
+            PassthroughGuardrailHandler,
+        )
+
+        if litellm_logging_obj is None:
+            return None
+
+        passthrough_config = getattr(
+            litellm_logging_obj, "passthrough_guardrails_config", None
+        )
+        if not passthrough_config or not guardrail_name:
+            return None
+
+        return PassthroughGuardrailHandler.get_settings(
+            passthrough_config, guardrail_name
+        )
+
+    def _extract_text_for_guardrail(
+        self,
+        data: dict,
+        field_expressions: Optional[List[str]],
+    ) -> str:
+        """
+        Extract text from data for guardrail processing.
+
+        If field_expressions provided, extracts only those fields.
+        Otherwise, returns the full payload as JSON.
+        """
+        from litellm.proxy.pass_through_endpoints.jsonpath_extractor import (
+            JsonPathExtractor,
+        )
+
+        if field_expressions:
+            text = JsonPathExtractor.extract_fields(
+                data=data,
+                jsonpath_expressions=field_expressions,
+            )
+            verbose_proxy_logger.debug(
+                "PassThroughEndpointHandler: Extracted targeted fields: %s",
+                text[:200] if text else None,
+            )
+            return text
+
+        # Use entire payload, excluding internal fields
+        from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
+
+        payload_to_check = {
+            k: v
+            for k, v in data.items()
+            if not k.startswith("_") and k not in ("metadata", "litellm_logging_obj")
+        }
+        verbose_proxy_logger.debug(
+            "PassThroughEndpointHandler: Using full payload for guardrail"
+        )
+        return safe_dumps(payload_to_check)
+
+    async def process_input_messages(
+        self,
+        data: dict,
+        guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional["LiteLLMLoggingObj"] = None,
+    ) -> Any:
+        """
+        Process input by applying guardrails to targeted fields or full payload.
+        """
+        guardrail_name = guardrail_to_apply.guardrail_name
+        verbose_proxy_logger.debug(
+            "PassThroughEndpointHandler: Processing input for guardrail=%s",
+            guardrail_name,
+        )
+
+        # Get field targeting settings for this guardrail
+        settings = self._get_guardrail_settings(litellm_logging_obj, guardrail_name)
+        field_expressions = settings.request_fields if settings else None
+
+        # Extract text to check
+        text_to_check = self._extract_text_for_guardrail(data, field_expressions)
+
+        if not text_to_check:
+            verbose_proxy_logger.debug(
+                "PassThroughEndpointHandler: No text to check, skipping guardrail"
+            )
+            return data
+
+        # Apply guardrail
+        await guardrail_to_apply.apply_guardrail(
+            text=text_to_check,
+            request_data=data,
+        )
+
+        return data
+
+    async def process_output_response(
+        self,
+        response: Any,
+        guardrail_to_apply: "CustomGuardrail",
+        litellm_logging_obj: Optional["LiteLLMLoggingObj"] = None,
+    ) -> Any:
+        """
+        Process output response by applying guardrails to targeted fields.
+        """
+        if not isinstance(response, dict):
+            verbose_proxy_logger.debug(
+                "PassThroughEndpointHandler: Response is not a dict, skipping"
+            )
+            return response
+
+        guardrail_name = guardrail_to_apply.guardrail_name
+        verbose_proxy_logger.debug(
+            "PassThroughEndpointHandler: Processing output for guardrail=%s",
+            guardrail_name,
+        )
+
+        # Get field targeting settings for this guardrail
+        settings = self._get_guardrail_settings(litellm_logging_obj, guardrail_name)
+        field_expressions = settings.response_fields if settings else None
+
+        # Extract text to check
+        text_to_check = self._extract_text_for_guardrail(response, field_expressions)
+
+        if not text_to_check:
+            return response
+
+        # Apply guardrail
+        await guardrail_to_apply.apply_guardrail(
+            text=text_to_check,
+            request_data=response,
+        )
+
+        return response
diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index 7e30079e788..9e915d4bc5a 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -1693,27 +1693,26 @@ class DynamoDBArgs(LiteLLMPydanticObjectBase):
     assume_role_aws_session_name: Optional[str] = None
 
 
-class PassThroughGuardrailConfig(LiteLLMPydanticObjectBase):
+class PassThroughGuardrailSettings(LiteLLMPydanticObjectBase):
     """
-    Configuration for guardrails on passthrough endpoints.
+    Settings for a specific guardrail on a passthrough endpoint.
     
-    Passthrough endpoints are opt-in only for guardrails. Guardrails configured at 
-    org/team/key levels will NOT execute unless explicitly enabled here.
+    Allows field-level targeting for guardrail execution.
     """
-    enabled: bool = Field(
-        default=False,
-        description="Whether to execute guardrails for this passthrough endpoint. When True, all org/team/key level guardrails will execute along with any passthrough-specific guardrails. When False (default), NO guardrails execute.",
-    )
-    specific: Optional[List[str]] = Field(
+    request_fields: Optional[List[str]] = Field(
         default=None,
-        description="Optional list of guardrail names that are specific to this passthrough endpoint. These will execute in addition to org/team/key level guardrails when enabled=True.",
+        description="JSONPath expressions for input field targeting (pre_call). Examples: 'query', 'documents[*].text', 'messages[*].content'. If not specified, guardrail runs on entire request payload.",
     )
-    target_fields: Optional[List[str]] = Field(
+    response_fields: Optional[List[str]] = Field(
         default=None,
-        description="Optional list of JSON paths to target specific fields for guardrail execution. Examples: 'messages[*].content', 'input', 'messages[?(@.role=='user')].content'. If not specified, guardrails execute on entire payload.",
+        description="JSONPath expressions for output field targeting (post_call). Examples: 'results[*].text', 'output'. If not specified, guardrail runs on entire response payload.",
     )
 
 
+# Type alias for the guardrails dict: guardrail_name -> settings (or None for defaults)
+PassThroughGuardrailsConfig = Dict[str, Optional[PassThroughGuardrailSettings]]
+
+
 class PassThroughGenericEndpoint(LiteLLMPydanticObjectBase):
     id: Optional[str] = Field(
         default=None,
@@ -1739,9 +1738,9 @@ class PassThroughGenericEndpoint(LiteLLMPydanticObjectBase):
         default=False,
         description="Whether authentication is required for the pass-through endpoint. If True, requests to the endpoint will require a valid LiteLLM API key.",
     )
-    guardrails: Optional[PassThroughGuardrailConfig] = Field(
+    guardrails: Optional[PassThroughGuardrailsConfig] = Field(
         default=None,
-        description="Guardrail configuration for this passthrough endpoint. When enabled, org/team/key level guardrails will execute along with any passthrough-specific guardrails. Defaults to disabled (no guardrails execute).",
+        description="Guardrails configuration for this passthrough endpoint. Dict keys are guardrail names, values are optional settings for field targeting. When set, all org/team/key level guardrails will also execute. Defaults to None (no guardrails execute).",
     )
 
 
diff --git a/litellm/proxy/guardrails/guardrail_hooks/unified_guardrail/unified_guardrail.py b/litellm/proxy/guardrails/guardrail_hooks/unified_guardrail/unified_guardrail.py
index 824ed4e0b0c..9ee1eb86710 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/unified_guardrail/unified_guardrail.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/unified_guardrail/unified_guardrail.py
@@ -86,6 +86,7 @@ class UnifiedLLMGuardrails(CustomLogger):
         data = await endpoint_translation.process_input_messages(
             data=data,
             guardrail_to_apply=guardrail_to_apply,
+            litellm_logging_obj=data.get("litellm_logging_obj"),
         )
 
         # Add guardrail to applied guardrails header
@@ -148,6 +149,7 @@ class UnifiedLLMGuardrails(CustomLogger):
         response = await endpoint_translation.process_output_response(
             response=response,  # type: ignore
             guardrail_to_apply=guardrail_to_apply,
+            litellm_logging_obj=data.get("litellm_logging_obj"),
         )
         # Add guardrail to applied guardrails header
         add_guardrail_to_applied_guardrails_header(
diff --git a/litellm/proxy/pass_through_endpoints/jsonpath_extractor.py b/litellm/proxy/pass_through_endpoints/jsonpath_extractor.py
new file mode 100644
index 00000000000..fde2553be44
--- /dev/null
+++ b/litellm/proxy/pass_through_endpoints/jsonpath_extractor.py
@@ -0,0 +1,95 @@
+"""
+JSONPath Extractor Module
+
+Extracts field values from data using simple JSONPath-like expressions.
+"""
+
+from typing import Any, List, Union
+
+from litellm._logging import verbose_proxy_logger
+
+
+class JsonPathExtractor:
+    """Extracts field values from data using JSONPath-like expressions."""
+
+    @staticmethod
+    def extract_fields(
+        data: dict,
+        jsonpath_expressions: List[str],
+    ) -> str:
+        """
+        Extract field values from data using JSONPath-like expressions.
+        
+        Supports simple expressions like:
+        - "query" -> data["query"]
+        - "documents[*].text" -> all text fields from documents array
+        - "messages[*].content" -> all content fields from messages array
+        
+        Returns concatenated string of all extracted values.
+        """
+        extracted_values: List[str] = []
+        
+        for expr in jsonpath_expressions:
+            try:
+                value = JsonPathExtractor.evaluate(data, expr)
+                if value:
+                    if isinstance(value, list):
+                        extracted_values.extend([str(v) for v in value if v])
+                    else:
+                        extracted_values.append(str(value))
+            except Exception as e:
+                verbose_proxy_logger.debug(
+                    "Failed to extract field %s: %s", expr, str(e)
+                )
+        
+        return "\n".join(extracted_values)
+
+    @staticmethod
+    def evaluate(data: dict, expr: str) -> Union[str, List[str], None]:
+        """
+        Evaluate a simple JSONPath-like expression.
+        
+        Supports:
+        - Simple key: "query" -> data["query"]
+        - Nested key: "foo.bar" -> data["foo"]["bar"]
+        - Array wildcard: "items[*].text" -> [item["text"] for item in data["items"]]
+        """
+        if not expr or not data:
+            return None
+        
+        parts = expr.replace("[*]", ".[*]").split(".")
+        current: Any = data
+        
+        for i, part in enumerate(parts):
+            if current is None:
+                return None
+                
+            if part == "[*]":
+                # Wildcard - current should be a list
+                if not isinstance(current, list):
+                    return None
+                
+                # Get remaining path
+                remaining_path = ".".join(parts[i + 1:])
+                if not remaining_path:
+                    return current
+                
+                # Recursively evaluate remaining path for each item
+                results = []
+                for item in current:
+                    if isinstance(item, dict):
+                        result = JsonPathExtractor.evaluate(item, remaining_path)
+                        if result:
+                            if isinstance(result, list):
+                                results.extend(result)
+                            else:
+                                results.append(result)
+                return results if results else None
+            
+            elif isinstance(current, dict):
+                current = current.get(part)
+            else:
+                return None
+        
+        return current
+
diff --git a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
index 644b5ce9291..df4452f726e 100644
--- a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
+++ b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
@@ -599,6 +599,7 @@ async def pass_through_request(  # noqa: PLR0915
     stream: Optional[bool] = None,
     cost_per_request: Optional[float] = None,
     custom_llm_provider: Optional[str] = None,
+    guardrails_config: Optional[dict] = None,
 ):
     """
     Pass through endpoint handler, makes the httpx request for pass-through endpoints and ensures logging hooks are called
@@ -614,8 +615,13 @@ async def pass_through_request(  # noqa: PLR0915
         query_params: The query params
         stream: Whether to stream the response
         cost_per_request: Optional field - cost per request to the target endpoint
+        custom_llm_provider: Optional field - custom LLM provider for the endpoint
+        guardrails_config: Optional field - guardrails configuration for passthrough endpoint
     """
     from litellm.litellm_core_utils.litellm_logging import Logging
+    from litellm.proxy.pass_through_endpoints.passthrough_guardrails import (
+        PassthroughGuardrailHandler,
+    )
     from litellm.proxy.proxy_server import proxy_logging_obj
 
     #########################################################
@@ -664,6 +670,45 @@ async def pass_through_request(  # noqa: PLR0915
             )
         )
 
+        ### COLLECT GUARDRAILS FOR PASSTHROUGH ENDPOINT ###
+        # Passthrough endpoints are opt-in only for guardrails
+        # When enabled, collect guardrails from org/team/key levels + passthrough-specific
+        guardrails_to_run = PassthroughGuardrailHandler.collect_guardrails(
+            user_api_key_dict=user_api_key_dict,
+            passthrough_guardrails_config=guardrails_config,
+        )
+        
+        # Add guardrails to metadata if any should run
+        if guardrails_to_run and len(guardrails_to_run) > 0:
+            if _parsed_body is None:
+                _parsed_body = {}
+            if "metadata" not in _parsed_body:
+                _parsed_body["metadata"] = {}
+            _parsed_body["metadata"]["guardrails"] = guardrails_to_run
+            verbose_proxy_logger.debug(
+                f"Added guardrails to passthrough request metadata: {guardrails_to_run}"
+            )
+
+        ## LOGGING OBJECT ## - initialize before pre_call_hook so guardrails can access it
+        start_time = datetime.now()
+        logging_obj = Logging(
+            model="unknown",
+            messages=[{"role": "user", "content": safe_dumps(_parsed_body)}],
+            stream=False,
+            call_type="pass_through_endpoint",
+            start_time=start_time,
+            litellm_call_id=litellm_call_id,
+            function_id="1245",
+        )
+        
+        # Store passthrough guardrails config on logging_obj for field targeting
+        logging_obj.passthrough_guardrails_config = guardrails_config
+        
+        # Store logging_obj in data so guardrails can access it
+        if _parsed_body is None:
+            _parsed_body = {}
+        _parsed_body["litellm_logging_obj"] = logging_obj
+
         ### CALL HOOKS ### - modify incoming data / reject request before calling the model
         _parsed_body = await proxy_logging_obj.pre_call_hook(
             user_api_key_dict=user_api_key_dict,
@@ -675,18 +720,6 @@ async def pass_through_request(  # noqa: PLR0915
             params={"timeout": 600},
         )
         async_client = async_client_obj.client
-
-        # create logging object
-        start_time = datetime.now()
-        logging_obj = Logging(
-            model="unknown",
-            messages=[{"role": "user", "content": safe_dumps(_parsed_body)}],
-            stream=False,
-            call_type="pass_through_endpoint",
-            start_time=start_time,
-            litellm_call_id=litellm_call_id,
-            function_id="1245",
-        )
         passthrough_logging_payload = PassthroughStandardLoggingPayload(
             url=str(url),
             request_body=_parsed_body,
@@ -1011,6 +1044,7 @@ def create_pass_through_route(
     custom_llm_provider: Optional[str] = None,
     is_streaming_request: Optional[bool] = False,
     query_params: Optional[dict] = None,
+    guardrails: Optional[Dict[str, Any]] = None,
 ):
     # check if target is an adapter.py or a url
     from litellm._uuid import uuid
@@ -1079,6 +1113,7 @@ def create_pass_through_route(
                 "forward_headers": _forward_headers,
                 "merge_query_params": _merge_query_params,
                 "cost_per_request": cost_per_request,
+                "guardrails": None,
             }
 
             if passthrough_params is not None:
@@ -1096,6 +1131,7 @@ def create_pass_through_route(
             param_cost_per_request = target_params.get(
                 "cost_per_request", cost_per_request
             )
+            param_guardrails = target_params.get("guardrails", None)
 
             # Construct the full target URL with subpath if needed
             full_target = (
@@ -1135,6 +1171,7 @@ def create_pass_through_route(
                 custom_body=final_custom_body,
                 cost_per_request=cast(Optional[float], param_cost_per_request),
                 custom_llm_provider=custom_llm_provider,
+                guardrails_config=param_guardrails,
             )
 
     return endpoint_func
@@ -1769,6 +1806,7 @@ class InitPassThroughEndpointHelpers:
         dependencies: Optional[List],
         cost_per_request: Optional[float],
         endpoint_id: str,
+        guardrails: Optional[dict] = None,
     ):
         """Add exact path route for pass-through endpoint"""
         route_key = f"{endpoint_id}:exact:{path}"
@@ -1799,6 +1837,7 @@ class InitPassThroughEndpointHelpers:
                 merge_query_params,
                 dependencies,
                 cost_per_request=cost_per_request,
+                guardrails=guardrails,
             ),
             methods=["GET", "POST", "PUT", "DELETE", "PATCH"],
             dependencies=dependencies,
@@ -1817,6 +1856,7 @@ class InitPassThroughEndpointHelpers:
                     "merge_query_params": merge_query_params,
                     "dependencies": dependencies,
                     "cost_per_request": cost_per_request,
+                    "guardrails": guardrails,
                 },
             }
 
@@ -1831,6 +1871,7 @@ class InitPassThroughEndpointHelpers:
         dependencies: Optional[List],
         cost_per_request: Optional[float],
         endpoint_id: str,
+        guardrails: Optional[dict] = None,
     ):
         """Add wildcard route for sub-paths"""
         wildcard_path = f"{path}/{{subpath:path}}"
@@ -1863,6 +1904,7 @@ class InitPassThroughEndpointHelpers:
                 dependencies,
                 include_subpath=True,
                 cost_per_request=cost_per_request,
+                guardrails=guardrails,
             ),
             methods=["GET", "POST", "PUT", "DELETE", "PATCH"],
             dependencies=dependencies,
@@ -1881,6 +1923,7 @@ class InitPassThroughEndpointHelpers:
                     "merge_query_params": merge_query_params,
                     "dependencies": dependencies,
                     "cost_per_request": cost_per_request,
+                    "guardrails": guardrails,
                 },
             }
 
@@ -2057,6 +2100,9 @@ async def initialize_pass_through_endpoints(
         if _target is None:
             continue
 
+        # Get guardrails config if present
+        _guardrails = endpoint.get("guardrails", None)
+        
         # Add exact path route
         verbose_proxy_logger.debug(
             "Initializing pass through endpoint: %s (ID: %s)", _path, endpoint_id
@@ -2071,6 +2117,7 @@ async def initialize_pass_through_endpoints(
             dependencies=_dependencies,
             cost_per_request=endpoint.get("cost_per_request", None),
             endpoint_id=endpoint_id,
+            guardrails=_guardrails,
         )
 
         visited_endpoints.add(f"{endpoint_id}:exact:{_path}")
@@ -2087,6 +2134,7 @@ async def initialize_pass_through_endpoints(
                 dependencies=_dependencies,
                 cost_per_request=endpoint.get("cost_per_request", None),
                 endpoint_id=endpoint_id,
+                guardrails=_guardrails,
             )
 
             visited_endpoints.add(f"{endpoint_id}:subpath:{_path}")
diff --git a/litellm/proxy/pass_through_endpoints/passthrough_guardrails.py b/litellm/proxy/pass_through_endpoints/passthrough_guardrails.py
new file mode 100644
index 00000000000..cec20f3e048
--- /dev/null
+++ b/litellm/proxy/pass_through_endpoints/passthrough_guardrails.py
@@ -0,0 +1,333 @@
+"""
+Passthrough Guardrails Helper Module
+
+Handles guardrail execution for passthrough endpoints with:
+- Opt-in model (guardrails only run when explicitly configured)
+- Field-level targeting using JSONPath expressions
+- Automatic inheritance from org/team/key levels when enabled
+"""
+
+from typing import Any, Dict, List, Optional, Union
+
+from litellm._logging import verbose_proxy_logger
+from litellm.proxy._types import (
+    PassThroughGuardrailsConfig,
+    PassThroughGuardrailSettings,
+    UserAPIKeyAuth,
+)
+from litellm.proxy.pass_through_endpoints.jsonpath_extractor import JsonPathExtractor
+
+# Type for raw guardrails config input (before normalization)
+# Can be a list of names or a dict with settings
+PassThroughGuardrailsConfigInput = Union[
+    List[str],  # Simple list: ["guard-1", "guard-2"]
+    PassThroughGuardrailsConfig,  # Dict: {"guard-1": {"request_fields": [...]}}
+]
+
+
+class PassthroughGuardrailHandler:
+    """
+    Handles guardrail execution for passthrough endpoints.
+    
+    Passthrough endpoints use an opt-in model for guardrails:
+    - Guardrails only run when explicitly configured on the endpoint
+    - Supports field-level targeting using JSONPath expressions
+    - Automatically inherits org/team/key level guardrails when enabled
+    
+    Guardrails can be specified as:
+    - List format (simple): ["guardrail-1", "guardrail-2"]
+    - Dict format (with settings): {"guardrail-1": {"request_fields": ["query"]}}
+    """
+
+    @staticmethod
+    def normalize_config(
+        guardrails_config: Optional[PassThroughGuardrailsConfigInput],
+    ) -> Optional[PassThroughGuardrailsConfig]:
+        """
+        Normalize guardrails config to dict format.
+        
+        Accepts:
+        - List of guardrail names: ["g1", "g2"] -> {"g1": None, "g2": None}
+        - Dict with settings: {"g1": {"request_fields": [...]}}
+        - None: returns None
+        """
+        if guardrails_config is None:
+            return None
+        
+        # Already a dict - return as-is
+        if isinstance(guardrails_config, dict):
+            return guardrails_config
+        
+        # List of guardrail names - convert to dict
+        if isinstance(guardrails_config, list):
+            return {name: None for name in guardrails_config}
+        
+        verbose_proxy_logger.debug(
+            "Passthrough guardrails config is not a dict or list, got: %s",
+            type(guardrails_config),
+        )
+        return None
+
+    @staticmethod
+    def is_enabled(
+        guardrails_config: Optional[PassThroughGuardrailsConfigInput],
+    ) -> bool:
+        """
+        Check if guardrails are enabled for a passthrough endpoint.
+        
+        Passthrough endpoints are opt-in only - guardrails only run when 
+        the guardrails config is set with at least one guardrail.
+        """
+        normalized = PassthroughGuardrailHandler.normalize_config(guardrails_config)
+        if normalized is None:
+            return False
+        return len(normalized) > 0
+
+    @staticmethod
+    def get_guardrail_names(
+        guardrails_config: Optional[PassThroughGuardrailsConfigInput],
+    ) -> List[str]:
+        """Get the list of guardrail names configured for a passthrough endpoint."""
+        normalized = PassthroughGuardrailHandler.normalize_config(guardrails_config)
+        if normalized is None:
+            return []
+        return list(normalized.keys())
+
+    @staticmethod
+    def get_settings(
+        guardrails_config: Optional[PassThroughGuardrailsConfigInput],
+        guardrail_name: str,
+    ) -> Optional[PassThroughGuardrailSettings]:
+        """Get settings for a specific guardrail from the passthrough config."""
+        normalized = PassthroughGuardrailHandler.normalize_config(guardrails_config)
+        if normalized is None:
+            return None
+        
+        settings = normalized.get(guardrail_name)
+        if settings is None:
+            return None
+        
+        if isinstance(settings, dict):
+            return PassThroughGuardrailSettings(**settings)
+        
+        return settings
+
+    @staticmethod
+    def prepare_input(
+        request_data: dict,
+        guardrail_settings: Optional[PassThroughGuardrailSettings],
+    ) -> str:
+        """
+        Prepare input text for guardrail execution based on field targeting settings.
+        
+        If request_fields is specified, extracts only those fields.
+        Otherwise, uses the entire request payload as text.
+        """
+        if guardrail_settings is None or guardrail_settings.request_fields is None:
+            from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
+            return safe_dumps(request_data)
+        
+        return JsonPathExtractor.extract_fields(
+            data=request_data,
+            jsonpath_expressions=guardrail_settings.request_fields,
+        )
+
+    @staticmethod
+    def prepare_output(
+        response_data: dict,
+        guardrail_settings: Optional[PassThroughGuardrailSettings],
+    ) -> str:
+        """
+        Prepare output text for guardrail execution based on field targeting settings.
+        
+        If response_fields is specified, extracts only those fields.
+        Otherwise, uses the entire response payload as text.
+        """
+        if guardrail_settings is None or guardrail_settings.response_fields is None:
+            from litellm.litellm_core_utils.safe_json_dumps import safe_dumps
+            return safe_dumps(response_data)
+        
+        return JsonPathExtractor.extract_fields(
+            data=response_data,
+            jsonpath_expressions=guardrail_settings.response_fields,
+        )
+
+    @staticmethod
+    async def execute(
+        request_data: dict,
+        user_api_key_dict: UserAPIKeyAuth,
+        guardrails_config: Optional[PassThroughGuardrailsConfig],
+        event_type: str = "pre_call",
+    ) -> dict:
+        """
+        Execute guardrails for a passthrough endpoint.
+        
+        This is the main entry point for passthrough guardrail execution.
+        
+        Args:
+            request_data: The request payload
+            user_api_key_dict: User API key authentication info
+            guardrails_config: Passthrough-specific guardrails configuration
+            event_type: "pre_call" for request, "post_call" for response
+        
+        Returns:
+            The potentially modified request_data
+        
+        Raises:
+            HTTPException if a guardrail blocks the request
+        """
+        if not PassthroughGuardrailHandler.is_enabled(guardrails_config):
+            verbose_proxy_logger.debug(
+                "Passthrough guardrails not enabled, skipping guardrail execution"
+            )
+            return request_data
+        
+        guardrail_names = PassthroughGuardrailHandler.get_guardrail_names(
+            guardrails_config
+        )
+        verbose_proxy_logger.debug(
+            "Executing passthrough guardrails: %s", guardrail_names
+        )
+        
+        # Add to request metadata so guardrails know which to run
+        from litellm.proxy.pass_through_endpoints.passthrough_context import (
+            set_passthrough_guardrails_config,
+        )
+
+        if "metadata" not in request_data:
+            request_data["metadata"] = {}
+        
+        # Set guardrails in metadata using dict format for compatibility
+        request_data["metadata"]["guardrails"] = {
+            name: True for name in guardrail_names
+        }
+        
+        # Store passthrough guardrails config in request-scoped context
+        set_passthrough_guardrails_config(guardrails_config)
+        
+        return request_data
+
+    @staticmethod
+    def collect_guardrails(
+        user_api_key_dict: UserAPIKeyAuth,
+        passthrough_guardrails_config: Optional[PassThroughGuardrailsConfigInput],
+    ) -> Optional[Dict[str, bool]]:
+        """
+        Collect guardrails for a passthrough endpoint.
+
+        Passthrough endpoints are opt-in only for guardrails. Guardrails only run when
+        the guardrails config is set with at least one guardrail.
+
+        Accepts both list and dict formats:
+        - List: ["guardrail-1", "guardrail-2"]
+        - Dict: {"guardrail-1": {"request_fields": [...]}}
+
+        When enabled, this function collects:
+        - Passthrough-specific guardrails from the config
+        - Org/team/key level guardrails (automatic inheritance when passthrough is enabled)
+
+        Args:
+            user_api_key_dict: User API key authentication info
+            passthrough_guardrails_config: List or Dict of guardrail names/settings
+
+        Returns:
+            Dict of guardrail names to run (format: {guardrail_name: True}), or None
+        """
+        from litellm.proxy.litellm_pre_call_utils import (
+            _add_guardrails_from_key_or_team_metadata,
+        )
+
+        # Normalize config to dict format (handles both list and dict)
+        normalized_config = PassthroughGuardrailHandler.normalize_config(
+            passthrough_guardrails_config
+        )
+
+        if normalized_config is None:
+            verbose_proxy_logger.debug(
+                "Passthrough guardrails not configured, skipping guardrail collection"
+            )
+            return None
+
+        if len(normalized_config) == 0:
+            verbose_proxy_logger.debug(
+                "Passthrough guardrails config is empty, skipping"
+            )
+            return None
+
+        # Passthrough is enabled - collect guardrails
+        guardrails_to_run: Dict[str, bool] = {}
+
+        # Add passthrough-specific guardrails
+        for guardrail_name in normalized_config.keys():
+            guardrails_to_run[guardrail_name] = True
+            verbose_proxy_logger.debug(
+                "Added passthrough-specific guardrail"
+            )
+
+        # Add org/team/key level guardrails using shared helper
+        temp_data: Dict[str, Any] = {"metadata": {}}
+        _add_guardrails_from_key_or_team_metadata(
+            key_metadata=user_api_key_dict.metadata,
+            team_metadata=user_api_key_dict.team_metadata,
+            data=temp_data,
+            metadata_variable_name="metadata",
+        )
+
+        # Merge inherited guardrails into guardrails_to_run
+        inherited_guardrails = temp_data["metadata"].get("guardrails", [])
+        for guardrail_name in inherited_guardrails:
+            if guardrail_name not in guardrails_to_run:
+                guardrails_to_run[guardrail_name] = True
+                verbose_proxy_logger.debug(
+                    "Added inherited guardrail (key/team level)"
+                )
+
+        verbose_proxy_logger.debug(
+            "Collected total guardrails for passthrough endpoint: %d",
+            len(guardrails_to_run),
+        )
+
+        return guardrails_to_run if guardrails_to_run else None
+
+    @staticmethod
+    def get_field_targeted_text(
+        data: dict,
+        guardrail_name: str,
+        is_request: bool = True,
+    ) -> Optional[str]:
+        """
+        Get the text to check for a guardrail, respecting field targeting settings.
+        
+        Called by guardrail hooks to get the appropriate text based on
+        passthrough field targeting configuration.
+        
+        Args:
+            data: The request/response data dict
+            guardrail_name: Name of the guardrail being executed
+            is_request: True for request (pre_call), False for response (post_call)
+        
+        Returns:
+            The text to check, or None to use default behavior
+        """
+        from litellm.proxy.pass_through_endpoints.passthrough_context import (
+            get_passthrough_guardrails_config,
+        )
+
+        passthrough_config = get_passthrough_guardrails_config()
+        if passthrough_config is None:
+            return None
+        
+        settings = PassthroughGuardrailHandler.get_settings(
+            passthrough_config, guardrail_name
+        )
+        if settings is None:
+            return None
+        
+        if is_request:
+            if settings.request_fields:
+                return JsonPathExtractor.extract_fields(data, settings.request_fields)
+        else:
+            if settings.response_fields:
+                return JsonPathExtractor.extract_fields(data, settings.response_fields)
+        
+        return None
diff --git a/litellm/proxy/proxy_config.yaml b/litellm/proxy/proxy_config.yaml
index 26e867dc33e..098cdb80e04 100644
--- a/litellm/proxy/proxy_config.yaml
+++ b/litellm/proxy/proxy_config.yaml
@@ -3,7 +3,14 @@ model_list:
     litellm_params:
       model: bedrock/openai/arn:aws:bedrock:us-east-1:046319184608:imported-model/0m2lasirsp6z
 
-    
+guardrails:
+  - guardrail_name: "bedrock-pre-guard"
+    litellm_params:
+      guardrail: bedrock
+      mode: "pre_call"
+      guardrailIdentifier: ff6ujrregl1q
+      guardrailVersion: "DRAFT"
+
 
 # like MCPs/vector stores
 search_tools:
@@ -40,6 +47,14 @@ litellm_settings:
 
 general_settings:
   store_prompts_in_spend_logs: True
+  pass_through_endpoints:
+    - path: "/special/rerank"
+      target: "https://api.cohere.com/v1/rerank"
+      headers:
+        Authorization: "Bearer os.environ/COHERE_API_KEY"
+      guardrails:
+        bedrock-pre-guard:
+          request_fields: ["documents[*].text"]
 
 
 vector_store_registry:
diff --git a/test_litellm/proxy/pass_through_endpoints/test_passthrough_guardrails_field_targeting.py b/test_litellm/proxy/pass_through_endpoints/test_passthrough_guardrails_field_targeting.py
new file mode 100644
index 00000000000..05f367ff13d
--- /dev/null
+++ b/test_litellm/proxy/pass_through_endpoints/test_passthrough_guardrails_field_targeting.py
@@ -0,0 +1,119 @@
+"""
+Test passthrough guardrails field-level targeting.
+
+Tests that request_fields and response_fields correctly extract
+and send only specified fields to the guardrail.
+"""
+
+import json
+import os
+import sys
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+
+sys.path.insert(0, os.path.abspath("../.."))
+
+from litellm.proxy._types import PassThroughGuardrailSettings
+from litellm.proxy.pass_through_endpoints.passthrough_guardrails import (
+    PassthroughGuardrailHandler,
+)
+
+
+def test_no_fields_set_sends_full_body():
+    """
+    Test that when no request_fields are set, the entire request body
+    is JSON dumped and sent to the guardrail.
+    """
+    request_data = {
+        "model": "rerank-english-v3.0",
+        "query": "What is coffee?",
+        "documents": [
+            {"text": "Paris is the capital of France."},
+            {"text": "Coffee is a brewed drink."}
+        ]
+    }
+    
+    # No guardrail settings means full body
+    result = PassthroughGuardrailHandler.prepare_input(
+        request_data=request_data, 
+        guardrail_settings=None
+    )
+    
+    # Result should be JSON string of full request
+    assert isinstance(result, str)
+    result_dict = json.loads(result)
+    
+    # Should contain all fields
+    assert "model" in result_dict
+    assert "query" in result_dict
+    assert "documents" in result_dict
+    assert result_dict["query"] == "What is coffee?"
+    assert len(result_dict["documents"]) == 2
+
+
+def test_request_fields_query_only():
+    """
+    Test that when request_fields is set to ["query"], only the query field
+    is extracted and sent to the guardrail.
+    """
+    request_data = {
+        "model": "rerank-english-v3.0",
+        "query": "What is coffee?",
+        "documents": [
+            {"text": "Paris is the capital of France."},
+            {"text": "Coffee is a brewed drink."}
+        ]
+    }
+    
+    # Set request_fields to only extract query
+    guardrail_settings = PassThroughGuardrailSettings(
+        request_fields=["query"]
+    )
+    
+    result = PassthroughGuardrailHandler.prepare_input(
+        request_data=request_data, 
+        guardrail_settings=guardrail_settings
+    )
+    
+    # Result should only contain query
+    assert isinstance(result, str)
+    assert "What is coffee?" in result
+    
+    # Should NOT contain documents
+    assert "Paris is the capital" not in result
+    assert "Coffee is a brewed drink" not in result
+
+
+def test_request_fields_documents_wildcard():
+    """
+    Test that when request_fields is set to ["documents[*]"], only the documents
+    array is extracted and sent to the guardrail.
+    """
+    request_data = {
+        "model": "rerank-english-v3.0",
+        "query": "What is coffee?",
+        "documents": [
+            {"text": "Paris is the capital of France."},
+            {"text": "Coffee is a brewed drink."}
+        ]
+    }
+    
+    # Set request_fields to extract documents array
+    guardrail_settings = PassThroughGuardrailSettings(
+        request_fields=["documents[*]"]
+    )
+    
+    result = PassthroughGuardrailHandler.prepare_input(
+        request_data=request_data, 
+        guardrail_settings=guardrail_settings
+    )
+    
+    # Result should contain documents
+    assert isinstance(result, str)
+    assert "Paris is the capital" in result
+    assert "Coffee is a brewed drink" in result
+    
+    # Should NOT contain query
+    assert "What is coffee?" not in result
+
diff --git a/tests/test_litellm/proxy/pass_through_endpoints/test_passthrough_guardrails.py b/tests/test_litellm/proxy/pass_through_endpoints/test_passthrough_guardrails.py
new file mode 100644
index 00000000000..3422e689575
--- /dev/null
+++ b/tests/test_litellm/proxy/pass_through_endpoints/test_passthrough_guardrails.py
@@ -0,0 +1,263 @@
+"""
+Unit tests for passthrough guardrails functionality.
+
+Tests the opt-in guardrail execution model for passthrough endpoints:
+- Guardrails only run when explicitly configured
+- Field-level targeting with JSONPath expressions
+- Automatic inheritance from org/team/key levels when enabled
+"""
+
+import pytest
+
+from litellm.proxy._types import PassThroughGuardrailSettings
+from litellm.proxy.pass_through_endpoints.jsonpath_extractor import JsonPathExtractor
+from litellm.proxy.pass_through_endpoints.passthrough_guardrails import (
+    PassthroughGuardrailHandler,
+)
+
+
+class TestPassthroughGuardrailHandlerIsEnabled:
+    """Tests for PassthroughGuardrailHandler.is_enabled method."""
+
+    def test_returns_false_when_config_is_none(self):
+        """Guardrails should be disabled when config is None."""
+        result = PassthroughGuardrailHandler.is_enabled(None)
+        assert result is False
+
+    def test_returns_false_when_config_is_empty_dict(self):
+        """Guardrails should be disabled when config is empty dict."""
+        result = PassthroughGuardrailHandler.is_enabled({})
+        assert result is False
+
+    def test_returns_true_when_config_is_list(self):
+        """Guardrails should be enabled when config is a list of names."""
+        result = PassthroughGuardrailHandler.is_enabled(["pii-detection"])
+        assert result is True
+
+    def test_returns_false_when_config_is_invalid_type(self):
+        """Guardrails should be disabled when config is not a dict or list."""
+        result = PassthroughGuardrailHandler.is_enabled("pii-detection")  # type: ignore
+        assert result is False
+
+    def test_returns_true_when_config_has_guardrails(self):
+        """Guardrails should be enabled when config has at least one guardrail."""
+        config = {"pii-detection": None}
+        result = PassthroughGuardrailHandler.is_enabled(config)
+        assert result is True
+
+    def test_returns_true_with_multiple_guardrails(self):
+        """Guardrails should be enabled with multiple guardrails configured."""
+        config = {
+            "pii-detection": None,
+            "content-moderation": {"request_fields": ["input"]},
+        }
+        result = PassthroughGuardrailHandler.is_enabled(config)
+        assert result is True
+
+
+class TestPassthroughGuardrailHandlerGetGuardrailNames:
+    """Tests for PassthroughGuardrailHandler.get_guardrail_names method."""
+
+    def test_returns_empty_list_when_disabled(self):
+        """Should return empty list when guardrails are disabled."""
+        result = PassthroughGuardrailHandler.get_guardrail_names(None)
+        assert result == []
+
+    def test_returns_guardrail_names(self):
+        """Should return list of guardrail names from config."""
+        config = {
+            "pii-detection": None,
+            "content-moderation": {"request_fields": ["input"]},
+        }
+        result = PassthroughGuardrailHandler.get_guardrail_names(config)
+        assert set(result) == {"pii-detection", "content-moderation"}
+
+
+class TestPassthroughGuardrailHandlerNormalizeConfig:
+    """Tests for PassthroughGuardrailHandler.normalize_config method."""
+
+    def test_normalizes_list_to_dict(self):
+        """List of guardrail names should be converted to dict with None values."""
+        config = ["pii-detection", "content-moderation"]
+        result = PassthroughGuardrailHandler.normalize_config(config)
+        assert result == {"pii-detection": None, "content-moderation": None}
+
+    def test_returns_dict_unchanged(self):
+        """Dict config should be returned as-is."""
+        config = {"pii-detection": {"request_fields": ["query"]}}
+        result = PassthroughGuardrailHandler.normalize_config(config)
+        assert result == config
+
+
+class TestPassthroughGuardrailHandlerGetSettings:
+    """Tests for PassthroughGuardrailHandler.get_settings method."""
+
+    def test_returns_none_when_config_is_none(self):
+        """Should return None when config is None."""
+        result = PassthroughGuardrailHandler.get_settings(None, "pii-detection")
+        assert result is None
+
+    def test_returns_none_when_guardrail_not_in_config(self):
+        """Should return None when guardrail is not in config."""
+        config = {"pii-detection": None}
+        result = PassthroughGuardrailHandler.get_settings(config, "content-moderation")
+        assert result is None
+
+    def test_returns_none_when_settings_is_none(self):
+        """Should return None when guardrail has no settings."""
+        config = {"pii-detection": None}
+        result = PassthroughGuardrailHandler.get_settings(config, "pii-detection")
+        assert result is None
+
+    def test_returns_settings_object(self):
+        """Should return PassThroughGuardrailSettings when settings are provided."""
+        config = {
+            "pii-detection": {
+                "request_fields": ["input", "query"],
+                "response_fields": ["output"],
+            }
+        }
+        result = PassthroughGuardrailHandler.get_settings(config, "pii-detection")
+        assert result is not None
+        assert result.request_fields == ["input", "query"]
+        assert result.response_fields == ["output"]
+
+
+class TestJsonPathExtractorEvaluate:
+    """Tests for JsonPathExtractor.evaluate method."""
+
+    def test_simple_key(self):
+        """Should extract simple key from dict."""
+        data = {"query": "test query", "other": "value"}
+        result = JsonPathExtractor.evaluate(data, "query")
+        assert result == "test query"
+
+    def test_nested_key(self):
+        """Should extract nested key from dict."""
+        data = {"foo": {"bar": "nested value"}}
+        result = JsonPathExtractor.evaluate(data, "foo.bar")
+        assert result == "nested value"
+
+    def test_array_wildcard(self):
+        """Should extract values from array using wildcard."""
+        data = {"items": [{"text": "item1"}, {"text": "item2"}, {"text": "item3"}]}
+        result = JsonPathExtractor.evaluate(data, "items[*].text")
+        assert result == ["item1", "item2", "item3"]
+
+    def test_messages_content(self):
+        """Should extract content from messages array."""
+        data = {
+            "messages": [
+                {"role": "system", "content": "You are helpful"},
+                {"role": "user", "content": "Hello"},
+            ]
+        }
+        result = JsonPathExtractor.evaluate(data, "messages[*].content")
+        assert result == ["You are helpful", "Hello"]
+
+    def test_missing_key_returns_none(self):
+        """Should return None for missing key."""
+        data = {"query": "test"}
+        result = JsonPathExtractor.evaluate(data, "missing")
+        assert result is None
+
+    def test_empty_data_returns_none(self):
+        """Should return None for empty data."""
+        result = JsonPathExtractor.evaluate({}, "query")
+        assert result is None
+
+    def test_empty_expression_returns_none(self):
+        """Should return None for empty expression."""
+        data = {"query": "test"}
+        result = JsonPathExtractor.evaluate(data, "")
+        assert result is None
+
+
+class TestJsonPathExtractorExtractFields:
+    """Tests for JsonPathExtractor.extract_fields method."""
+
+    def test_extracts_multiple_fields(self):
+        """Should extract and concatenate multiple fields."""
+        data = {"query": "search query", "input": "additional input"}
+        result = JsonPathExtractor.extract_fields(data, ["query", "input"])
+        assert "search query" in result
+        assert "additional input" in result
+
+    def test_extracts_array_fields(self):
+        """Should extract and concatenate array fields."""
+        data = {"documents": [{"text": "doc1"}, {"text": "doc2"}]}
+        result = JsonPathExtractor.extract_fields(data, ["documents[*].text"])
+        assert "doc1" in result
+        assert "doc2" in result
+
+    def test_handles_missing_fields(self):
+        """Should handle missing fields gracefully."""
+        data = {"query": "test"}
+        result = JsonPathExtractor.extract_fields(data, ["query", "missing"])
+        assert result == "test"
+
+    def test_empty_fields_returns_empty_string(self):
+        """Should return empty string for empty fields list."""
+        data = {"query": "test"}
+        result = JsonPathExtractor.extract_fields(data, [])
+        assert result == ""
+
+
+class TestPassthroughGuardrailHandlerPrepareInput:
+    """Tests for PassthroughGuardrailHandler.prepare_input method."""
+
+    def test_returns_full_payload_when_no_settings(self):
+        """Should return full JSON payload when no settings provided."""
+        data = {"query": "test", "input": "value"}
+        result = PassthroughGuardrailHandler.prepare_input(data, None)
+        assert "query" in result
+        assert "input" in result
+
+    def test_returns_full_payload_when_no_request_fields(self):
+        """Should return full JSON payload when request_fields not set."""
+        data = {"query": "test", "input": "value"}
+        settings = PassThroughGuardrailSettings(response_fields=["output"])
+        result = PassthroughGuardrailHandler.prepare_input(data, settings)
+        assert "query" in result
+        assert "input" in result
+
+    def test_returns_targeted_fields(self):
+        """Should return only targeted fields when request_fields set."""
+        data = {"query": "targeted", "input": "also targeted", "other": "ignored"}
+        settings = PassThroughGuardrailSettings(request_fields=["query", "input"])
+        result = PassthroughGuardrailHandler.prepare_input(data, settings)
+        assert "targeted" in result
+        assert "also targeted" in result
+        assert "ignored" not in result
+
+
+class TestPassthroughGuardrailHandlerPrepareOutput:
+    """Tests for PassthroughGuardrailHandler.prepare_output method."""
+
+    def test_returns_full_payload_when_no_settings(self):
+        """Should return full JSON payload when no settings provided."""
+        data = {"results": [{"text": "result1"}], "output": "value"}
+        result = PassthroughGuardrailHandler.prepare_output(data, None)
+        assert "results" in result
+        assert "output" in result
+
+    def test_returns_full_payload_when_no_response_fields(self):
+        """Should return full JSON payload when response_fields not set."""
+        data = {"results": [{"text": "result1"}], "output": "value"}
+        settings = PassThroughGuardrailSettings(request_fields=["input"])
+        result = PassthroughGuardrailHandler.prepare_output(data, settings)
+        assert "results" in result
+        assert "output" in result
+
+    def test_returns_targeted_fields(self):
+        """Should return only targeted fields when response_fields set."""
+        data = {
+            "results": [{"text": "targeted1"}, {"text": "targeted2"}],
+            "other": "ignored",
+        }
+        settings = PassThroughGuardrailSettings(response_fields=["results[*].text"])
+        result = PassthroughGuardrailHandler.prepare_output(data, settings)
+        assert "targeted1" in result
+        assert "targeted2" in result
+        assert "ignored" not in result
+

From ffb75b04fd04ee9ac7a969f85ea1418ebb231fd4 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 12:27:16 -0800
Subject: [PATCH 18/37] [Feat] UI - allow adding pass through guardrails
 through UI (#17226)

* add PassThroughGuardrailsConfig

* init JsonPathExtractor

* feat PassthroughGuardrailHandler

* feat pt guardrails

* pt guardrails

* add Pass-Through Endpoint Guardrail Translation

* add PassThroughEndpointHandler

* execute simple guardrail config and dict settings

* TestPassthroughGuardrailHandlerNormalizeConfig

* add passthrough_guardrails_config on litellm logging obj

* add LiteLLMLoggingObj to base trasaltino

* cleaner _get_guardrail_settings

* update guardrails settings

* docs pt guardrail

* docs Guardrails on Pass-Through Endpoints

* fix typing

* fix typing

* test_no_fields_set_sends_full_body

* fix typing

* init add pass through guardrails

* ui allow setting target fields on gd

* docs ui settings guardrails
---
 .../docs/proxy/pass_through_guardrails.md     |  42 ++-
 docs/my-website/img/pt_guard1.png             | Bin 0 -> 787745 bytes
 docs/my-website/img/pt_guard2.png             | Bin 0 -> 561454 bytes
 .../passthrough_guardrails.py                 |   8 +-
 .../src/components/add_pass_through.tsx       |  18 ++
 .../PassThroughGuardrailsSection.tsx          | 246 ++++++++++++++++++
 .../src/components/pass_through_info.tsx      |  41 +++
 .../src/components/pass_through_settings.tsx  |   1 +
 8 files changed, 349 insertions(+), 7 deletions(-)
 create mode 100644 docs/my-website/img/pt_guard1.png
 create mode 100644 docs/my-website/img/pt_guard2.png
 create mode 100644 ui/litellm-dashboard/src/components/common_components/PassThroughGuardrailsSection.tsx

diff --git a/docs/my-website/docs/proxy/pass_through_guardrails.md b/docs/my-website/docs/proxy/pass_through_guardrails.md
index 272285e61c0..cc3d36c866e 100644
--- a/docs/my-website/docs/proxy/pass_through_guardrails.md
+++ b/docs/my-website/docs/proxy/pass_through_guardrails.md
@@ -1,5 +1,7 @@
 # Guardrails on Pass-Through Endpoints
 
+import Image from '@theme/IdealImage';
+
 ## Overview
 
 | Property | Details |
@@ -10,7 +12,41 @@
 
 ## Quick Start
 
-### 1. Define guardrails and pass-through endpoint
+You can configure guardrails on pass-through endpoints either via the **UI** (recommended) or **config file**.
+
+### Using the UI
+
+#### 1. Navigate to Pass-Through Endpoints
+
+Go to **Models + Endpoints** → Click **+ Add Pass-Through Endpoint**
+
+<Image img={require('../../img/pt_guard1.png')} alt="Add guardrails to pass-through endpoint" />
+
+Scroll to the **Guardrails** section and select which guardrails to enforce.
+
+:::tip Default Behavior
+By default, you don't need to specify fields - LiteLLM will JSON dump the entire request/response payload and send it to the guardrail.
+:::
+
+#### 2. Target Specific Fields (Optional)
+
+<Image img={require('../../img/pt_guard2.png')} alt="Configure field-level targeting" />
+
+To check only specific fields instead of the entire payload:
+
+1. Select your guardrails
+2. In **Field Targeting (Optional)**, specify fields for each guardrail
+3. Use the quick-add buttons (`+ query`, `+ documents[*]`) or type custom JSONPath expressions
+4. **Request Fields (pre_call)**: Fields to check before sending to target API
+5. **Response Fields (post_call)**: Fields to check in the response from target API
+
+**Example**: In the screenshot above, we set `query` as a request field, so only the `query` field is sent to the guardrail instead of the entire request.
+
+---
+
+### Using Config File
+
+#### 1. Define guardrails and pass-through endpoint
 
 ```yaml showLineNumbers title="config.yaml"
 guardrails:
@@ -31,13 +67,13 @@ general_settings:
         pii-guard:
 ```
 
-### 2. Start proxy
+#### 2. Start proxy
 
 ```bash
 litellm --config config.yaml
 ```
 
-### 3. Test request
+#### 3. Test request
 
 ```bash
 curl -X POST "http://localhost:4000/v1/rerank" \
diff --git a/docs/my-website/img/pt_guard1.png b/docs/my-website/img/pt_guard1.png
new file mode 100644
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zBJ7r^-ix>>2k%8pKo=pV$8Z7^C~G{2u_ZWZyluO8SGVvXB=!k{g}7T(fraZ_J(G0+
zeD*b%{ON9C8?5I@>|Kvn^K;~=;*u!FDSS9`CD?3%d0az}aAy2sh_l(zD9b8f`SM+B
zXY7ff8RCP&Abrbh&;NA`RUOdLIA@L)*XEFw^9%@TR`pQk2xGFd|CyzQ|2kTjrGkIW
zL}piGb~WJQuURtx56JxOr0CXM#2oOmQZ`4ssjo62@S+fN=Pg<}+n8O1StQI_!K@X`
gTEV|t0ZtQj-N<d%_f9$*D(7Ky`1qlM&k0}u6MEN&`v3p{

literal 0
HcmV?d00001

diff --git a/litellm/proxy/pass_through_endpoints/passthrough_guardrails.py b/litellm/proxy/pass_through_endpoints/passthrough_guardrails.py
index cec20f3e048..c37703b9df3 100644
--- a/litellm/proxy/pass_through_endpoints/passthrough_guardrails.py
+++ b/litellm/proxy/pass_through_endpoints/passthrough_guardrails.py
@@ -261,7 +261,7 @@ class PassthroughGuardrailHandler:
         for guardrail_name in normalized_config.keys():
             guardrails_to_run[guardrail_name] = True
             verbose_proxy_logger.debug(
-                "Added passthrough-specific guardrail"
+                "Added passthrough-specific guardrail: %s", guardrail_name
             )
 
         # Add org/team/key level guardrails using shared helper
@@ -279,12 +279,12 @@ class PassthroughGuardrailHandler:
             if guardrail_name not in guardrails_to_run:
                 guardrails_to_run[guardrail_name] = True
                 verbose_proxy_logger.debug(
-                    "Added inherited guardrail (key/team level)"
+                    "Added inherited guardrail (key/team level): %s", guardrail_name
                 )
 
         verbose_proxy_logger.debug(
-            "Collected total guardrails for passthrough endpoint: %d",
-            len(guardrails_to_run),
+            "Collected guardrails for passthrough endpoint: %s",
+            list(guardrails_to_run.keys()),
         )
 
         return guardrails_to_run if guardrails_to_run else None
diff --git a/ui/litellm-dashboard/src/components/add_pass_through.tsx b/ui/litellm-dashboard/src/components/add_pass_through.tsx
index 2332b9735d7..ff724e42eb8 100644
--- a/ui/litellm-dashboard/src/components/add_pass_through.tsx
+++ b/ui/litellm-dashboard/src/components/add_pass_through.tsx
@@ -27,6 +27,7 @@ import { passThroughItem } from "./pass_through_settings";
 import RoutePreview from "./route_preview";
 import NotificationsManager from "./molecules/notifications_manager";
 import PassThroughSecuritySection from "./common_components/PassThroughSecuritySection";
+import PassThroughGuardrailsSection from "./common_components/PassThroughGuardrailsSection";
 const { Option } = Select2;
 
 interface AddFallbacksProps {
@@ -51,11 +52,13 @@ const AddPassThroughEndpoint: React.FC<AddFallbacksProps> = ({
   const [targetValue, setTargetValue] = useState("");
   const [includeSubpath, setIncludeSubpath] = useState(true);
   const [authEnabled, setAuthEnabled] = useState(false);
+  const [guardrails, setGuardrails] = useState<Record<string, { request_fields?: string[]; response_fields?: string[] } | null>>({});
   const handleCancel = () => {
     form.resetFields();
     setPathValue("");
     setTargetValue("");
     setIncludeSubpath(true);
+    setGuardrails({});
     setIsModalVisible(false);
   };
 
@@ -77,6 +80,12 @@ const AddPassThroughEndpoint: React.FC<AddFallbacksProps> = ({
       if (!premiumUser && 'auth' in formValues) {
         delete formValues.auth;
       }
+      
+      // Add guardrails to formValues (only if not empty)
+      if (guardrails && Object.keys(guardrails).length > 0) {
+        formValues.guardrails = guardrails;
+      }
+      
       console.log(`formValues: ${JSON.stringify(formValues)}`);
 
       const response = await createPassThroughEndpoint(accessToken, formValues);
@@ -92,6 +101,7 @@ const AddPassThroughEndpoint: React.FC<AddFallbacksProps> = ({
       setPathValue("");
       setTargetValue("");
       setIncludeSubpath(true);
+      setGuardrails({});
       setIsModalVisible(false);
     } catch (error) {
       NotificationsManager.fromBackend("Error creating pass-through endpoint: " + error);
@@ -249,6 +259,14 @@ const AddPassThroughEndpoint: React.FC<AddFallbacksProps> = ({
                 form.setFieldsValue({ auth: checked });
               }}
             />
+
+            {/* Guardrails Section */}
+            <PassThroughGuardrailsSection
+              accessToken={accessToken}
+              value={guardrails}
+              onChange={setGuardrails}
+            />
+
             {/* Billing Section */}
             <Card className="p-6">
               <Title className="text-lg font-semibold text-gray-900 mb-2">Billing</Title>
diff --git a/ui/litellm-dashboard/src/components/common_components/PassThroughGuardrailsSection.tsx b/ui/litellm-dashboard/src/components/common_components/PassThroughGuardrailsSection.tsx
new file mode 100644
index 00000000000..fc6f783df05
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/common_components/PassThroughGuardrailsSection.tsx
@@ -0,0 +1,246 @@
+import React, { useState, useEffect } from "react";
+import { Card, Title, Subtitle } from "@tremor/react";
+import { Form, Input, Select, Tooltip, Alert } from "antd";
+import { InfoCircleOutlined, PlusOutlined, DeleteOutlined } from "@ant-design/icons";
+import GuardrailSelector from "../guardrails/GuardrailSelector";
+
+interface PassThroughGuardrailsSectionProps {
+  accessToken: string;
+  value?: Record<string, { request_fields?: string[]; response_fields?: string[] } | null>;
+  onChange?: (guardrails: Record<string, { request_fields?: string[]; response_fields?: string[] } | null>) => void;
+  disabled?: boolean;
+}
+
+const PassThroughGuardrailsSection: React.FC<PassThroughGuardrailsSectionProps> = ({
+  accessToken,
+  value = {},
+  onChange,
+  disabled = false,
+}) => {
+  const [selectedGuardrails, setSelectedGuardrails] = useState<string[]>(Object.keys(value));
+  const [guardrailSettings, setGuardrailSettings] = useState<
+    Record<string, { request_fields?: string[]; response_fields?: string[] } | null>
+  >(value);
+
+  // Sync external value changes
+  useEffect(() => {
+    setGuardrailSettings(value);
+    setSelectedGuardrails(Object.keys(value));
+  }, [value]);
+
+  const handleGuardrailChange = (guardrails: string[]) => {
+    setSelectedGuardrails(guardrails);
+
+    // Create new settings object with selected guardrails
+    const newSettings: Record<string, { request_fields?: string[]; response_fields?: string[] } | null> = {};
+    guardrails.forEach((name) => {
+      // Preserve existing settings or set to null (uses entire payload)
+      newSettings[name] = guardrailSettings[name] || null;
+    });
+
+    setGuardrailSettings(newSettings);
+    if (onChange) {
+      onChange(newSettings);
+    }
+  };
+
+  const handleFieldChange = (
+    guardrailName: string,
+    fieldType: "request_fields" | "response_fields",
+    fields: string[]
+  ) => {
+    const currentSettings = guardrailSettings[guardrailName] || {};
+    const newSettings = {
+      ...guardrailSettings,
+      [guardrailName]: {
+        ...currentSettings,
+        [fieldType]: fields.length > 0 ? fields : undefined,
+      },
+    };
+
+    // If no fields are set, set to null (entire payload)
+    if (!newSettings[guardrailName]?.request_fields && !newSettings[guardrailName]?.response_fields) {
+      newSettings[guardrailName] = null;
+    }
+
+    setGuardrailSettings(newSettings);
+    if (onChange) {
+      onChange(newSettings);
+    }
+  };
+
+  return (
+    <Card className="p-6">
+      <Title className="text-lg font-semibold text-gray-900 mb-2">Guardrails</Title>
+      <Subtitle className="text-gray-600 mb-6">
+        Configure guardrails to enforce policies on requests and responses. Guardrails are opt-in for passthrough
+        endpoints.
+      </Subtitle>
+
+      <Alert
+        message={
+          <span>
+            Field-Level Targeting{" "}
+            <a
+              href="https://docs.litellm.ai/docs/proxy/pass_through_guardrails#field-level-targeting"
+              target="_blank"
+              rel="noopener noreferrer"
+              className="text-blue-600 hover:text-blue-800 underline"
+            >
+              (Learn More)
+            </a>
+          </span>
+        }
+        description={
+          <div className="space-y-2">
+            <div>
+              Optionally specify which fields to check. If left empty, the entire request/response is sent to the guardrail.
+            </div>
+            <div className="text-xs space-y-1 mt-2">
+              <div className="font-medium">Common Examples:</div>
+              <div>• <code className="bg-gray-100 px-1 rounded">query</code> - Single field</div>
+              <div>• <code className="bg-gray-100 px-1 rounded">documents[*].text</code> - All text in documents array</div>
+              <div>• <code className="bg-gray-100 px-1 rounded">messages[*].content</code> - All message contents</div>
+            </div>
+          </div>
+        }
+        type="info"
+        showIcon
+        className="mb-4"
+      />
+
+      <Form.Item
+        label={
+          <span className="text-sm font-medium text-gray-700 flex items-center">
+            Select Guardrails
+            <Tooltip title="Choose which guardrails should run on this endpoint. Org/team/key level guardrails will also be included.">
+              <InfoCircleOutlined className="ml-2 text-blue-400 hover:text-blue-600 cursor-help" />
+            </Tooltip>
+          </span>
+        }
+      >
+        <GuardrailSelector
+          accessToken={accessToken}
+          value={selectedGuardrails}
+          onChange={handleGuardrailChange}
+          disabled={disabled}
+        />
+      </Form.Item>
+
+      {selectedGuardrails.length > 0 && (
+        <div className="mt-6 space-y-4">
+          <div className="flex items-center justify-between mb-3">
+            <div className="text-sm font-medium text-gray-700">Field Targeting (Optional)</div>
+            <div className="text-xs text-gray-500">
+              💡 Tip: Leave empty to check entire payload
+            </div>
+          </div>
+          {selectedGuardrails.map((guardrailName) => (
+            <Card key={guardrailName} className="p-4 bg-gray-50">
+              <div className="text-sm font-medium text-gray-900 mb-3">{guardrailName}</div>
+              <div className="space-y-3">
+                <div>
+                  <div className="flex items-center justify-between mb-1">
+                    <label className="text-xs text-gray-600 flex items-center">
+                      Request Fields (pre_call)
+                      <Tooltip title={
+                        <div>
+                          <div className="font-medium mb-1">Specify which request fields to check</div>
+                          <div className="text-xs space-y-1">
+                            <div>Examples:</div>
+                            <div>• query</div>
+                            <div>• documents[*].text</div>
+                            <div>• messages[*].content</div>
+                          </div>
+                        </div>
+                      }>
+                        <InfoCircleOutlined className="ml-1 text-gray-400" />
+                      </Tooltip>
+                    </label>
+                    <div className="flex gap-1">
+                      <button
+                        type="button"
+                        onClick={() => {
+                          const current = guardrailSettings[guardrailName]?.request_fields || [];
+                          handleFieldChange(guardrailName, "request_fields", [...current, "query"]);
+                        }}
+                        className="text-xs px-2 py-1 bg-white border border-gray-300 rounded hover:bg-gray-50"
+                        disabled={disabled}
+                      >
+                        + query
+                      </button>
+                      <button
+                        type="button"
+                        onClick={() => {
+                          const current = guardrailSettings[guardrailName]?.request_fields || [];
+                          handleFieldChange(guardrailName, "request_fields", [...current, "documents[*]"]);
+                        }}
+                        className="text-xs px-2 py-1 bg-white border border-gray-300 rounded hover:bg-gray-50"
+                        disabled={disabled}
+                      >
+                        + documents[*]
+                      </button>
+                    </div>
+                  </div>
+                  <Select
+                    mode="tags"
+                    style={{ width: "100%" }}
+                    placeholder="Type field name or use + buttons above (e.g., query, documents[*].text)"
+                    value={guardrailSettings[guardrailName]?.request_fields || []}
+                    onChange={(fields) => handleFieldChange(guardrailName, "request_fields", fields)}
+                    disabled={disabled}
+                    tokenSeparators={[","]}
+                  />
+                </div>
+                <div>
+                  <div className="flex items-center justify-between mb-1">
+                    <label className="text-xs text-gray-600 flex items-center">
+                      Response Fields (post_call)
+                      <Tooltip title={
+                        <div>
+                          <div className="font-medium mb-1">Specify which response fields to check</div>
+                          <div className="text-xs space-y-1">
+                            <div>Examples:</div>
+                            <div>• results[*].text</div>
+                            <div>• choices[*].message.content</div>
+                          </div>
+                        </div>
+                      }>
+                        <InfoCircleOutlined className="ml-1 text-gray-400" />
+                      </Tooltip>
+                    </label>
+                    <div className="flex gap-1">
+                      <button
+                        type="button"
+                        onClick={() => {
+                          const current = guardrailSettings[guardrailName]?.response_fields || [];
+                          handleFieldChange(guardrailName, "response_fields", [...current, "results[*]"]);
+                        }}
+                        className="text-xs px-2 py-1 bg-white border border-gray-300 rounded hover:bg-gray-50"
+                        disabled={disabled}
+                      >
+                        + results[*]
+                      </button>
+                    </div>
+                  </div>
+                  <Select
+                    mode="tags"
+                    style={{ width: "100%" }}
+                    placeholder="Type field name or use + buttons above (e.g., results[*].text)"
+                    value={guardrailSettings[guardrailName]?.response_fields || []}
+                    onChange={(fields) => handleFieldChange(guardrailName, "response_fields", fields)}
+                    disabled={disabled}
+                    tokenSeparators={[","]}
+                  />
+                </div>
+              </div>
+            </Card>
+          ))}
+        </div>
+      )}
+    </Card>
+  );
+};
+
+export default PassThroughGuardrailsSection;
+
diff --git a/ui/litellm-dashboard/src/components/pass_through_info.tsx b/ui/litellm-dashboard/src/components/pass_through_info.tsx
index c42a710caf2..fe3b204b507 100644
--- a/ui/litellm-dashboard/src/components/pass_through_info.tsx
+++ b/ui/litellm-dashboard/src/components/pass_through_info.tsx
@@ -19,6 +19,7 @@ import { Eye, EyeOff } from "lucide-react";
 import RoutePreview from "./route_preview";
 import NotificationsManager from "./molecules/notifications_manager";
 import PassThroughSecuritySection from "./common_components/PassThroughSecuritySection";
+import PassThroughGuardrailsSection from "./common_components/PassThroughGuardrailsSection";
 
 export interface PassThroughInfoProps {
   endpointData: PassThroughEndpoint;
@@ -37,6 +38,7 @@ interface PassThroughEndpoint {
   include_subpath?: boolean;
   cost_per_request?: number;
   auth?: boolean;
+  guardrails?: Record<string, { request_fields?: string[]; response_fields?: string[] } | null>;
 }
 
 // Password field component for headers
@@ -68,6 +70,9 @@ const PassThroughInfoView: React.FC<PassThroughInfoProps> = ({
   const [loading, setLoading] = useState(false);
   const [isEditing, setIsEditing] = useState(false);
   const [authEnabled, setAuthEnabled] = useState(initialEndpointData?.auth || false);
+  const [guardrails, setGuardrails] = useState<Record<string, { request_fields?: string[]; response_fields?: string[] } | null>>(
+    initialEndpointData?.guardrails || {}
+  );
   const [form] = Form.useForm();
 
   const handleEndpointUpdate = async (values: any) => {
@@ -92,6 +97,7 @@ const PassThroughInfoView: React.FC<PassThroughInfoProps> = ({
         include_subpath: values.include_subpath,
         cost_per_request: values.cost_per_request,
         auth: premiumUser ? values.auth : undefined,
+        guardrails: guardrails && Object.keys(guardrails).length > 0 ? guardrails : undefined,
       };
 
       await updatePassThroughEndpoint(accessToken, endpointData.id, updateData);
@@ -214,6 +220,33 @@ const PassThroughInfoView: React.FC<PassThroughInfoProps> = ({
                 </div>
               </Card>
             )}
+
+            {endpointData.guardrails && Object.keys(endpointData.guardrails).length > 0 && (
+              <Card className="mt-6">
+                <div className="flex justify-between items-center">
+                  <Text className="font-medium">Guardrails</Text>
+                  <Badge color="purple">{Object.keys(endpointData.guardrails).length} guardrails configured</Badge>
+                </div>
+                <div className="mt-4 space-y-2">
+                  {Object.entries(endpointData.guardrails).map(([name, settings]) => (
+                    <div key={name} className="p-3 bg-gray-50 rounded">
+                      <div className="font-medium text-sm">{name}</div>
+                      {settings && (settings.request_fields || settings.response_fields) && (
+                        <div className="mt-2 text-xs text-gray-600 space-y-1">
+                          {settings.request_fields && (
+                            <div>Request fields: {settings.request_fields.join(", ")}</div>
+                          )}
+                          {settings.response_fields && (
+                            <div>Response fields: {settings.response_fields.join(", ")}</div>
+                          )}
+                        </div>
+                      )}
+                      {!settings && <div className="text-xs text-gray-600 mt-1">Uses entire payload</div>}
+                    </div>
+                  ))}
+                </div>
+              </Card>
+            )}
           </TabPanel>
 
           {/* Settings Panel (only for admins) */}
@@ -279,6 +312,14 @@ const PassThroughInfoView: React.FC<PassThroughInfoProps> = ({
                       }}
                     />
 
+                    <div className="mt-4">
+                      <PassThroughGuardrailsSection
+                        accessToken={accessToken || ""}
+                        value={guardrails}
+                        onChange={setGuardrails}
+                      />
+                    </div>
+
                     <div className="flex justify-end gap-2 mt-6">
                       <Button onClick={() => setIsEditing(false)}>Cancel</Button>
                       <TremorButton>Save Changes</TremorButton>
diff --git a/ui/litellm-dashboard/src/components/pass_through_settings.tsx b/ui/litellm-dashboard/src/components/pass_through_settings.tsx
index 6e22533ed14..b37d3df7e41 100644
--- a/ui/litellm-dashboard/src/components/pass_through_settings.tsx
+++ b/ui/litellm-dashboard/src/components/pass_through_settings.tsx
@@ -39,6 +39,7 @@ export interface passThroughItem {
   include_subpath?: boolean;
   cost_per_request?: number;
   auth?: boolean;
+  guardrails?: Record<string, { request_fields?: string[]; response_fields?: string[] } | null>;
 }
 
 // Password field component for headers

From 19f03d4be3f8bcdd16c513330c790b93dab492f7 Mon Sep 17 00:00:00 2001
From: Ishaan Jaffer <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 12:32:51 -0800
Subject: [PATCH 19/37] ui fix linting errors

---
 .../common_components/PassThroughGuardrailsSection.tsx        | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/common_components/PassThroughGuardrailsSection.tsx b/ui/litellm-dashboard/src/components/common_components/PassThroughGuardrailsSection.tsx
index fc6f783df05..3156fa626f1 100644
--- a/ui/litellm-dashboard/src/components/common_components/PassThroughGuardrailsSection.tsx
+++ b/ui/litellm-dashboard/src/components/common_components/PassThroughGuardrailsSection.tsx
@@ -1,7 +1,7 @@
 import React, { useState, useEffect } from "react";
 import { Card, Title, Subtitle } from "@tremor/react";
-import { Form, Input, Select, Tooltip, Alert } from "antd";
-import { InfoCircleOutlined, PlusOutlined, DeleteOutlined } from "@ant-design/icons";
+import { Form, Select, Tooltip, Alert } from "antd";
+import { InfoCircleOutlined } from "@ant-design/icons";
 import GuardrailSelector from "../guardrails/GuardrailSelector";
 
 interface PassThroughGuardrailsSectionProps {

From b8542188195bdb3861e71b991461e8cd8203e46e Mon Sep 17 00:00:00 2001
From: Ishaan Jaffer <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 12:33:02 -0800
Subject: [PATCH 20/37] mypy: fix mypy linting errors

---
 litellm/proxy/pass_through_endpoints/pass_through_endpoints.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
index df4452f726e..780a3d6dcc6 100644
--- a/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
+++ b/litellm/proxy/pass_through_endpoints/pass_through_endpoints.py
@@ -1171,7 +1171,7 @@ def create_pass_through_route(
                 custom_body=final_custom_body,
                 cost_per_request=cast(Optional[float], param_cost_per_request),
                 custom_llm_provider=custom_llm_provider,
-                guardrails_config=param_guardrails,
+                guardrails_config=cast(Optional[dict], param_guardrails),
             )
 
     return endpoint_func

From d4be5111308a63fadbe00f6afdff3d59fc323ccf Mon Sep 17 00:00:00 2001
From: Ishaan Jaffer <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 12:33:56 -0800
Subject: [PATCH 21/37] UI new build

---
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 .../out/_next/static/chunks/1263-cf8443d1d71fa593.js      | 1 -
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 ...{1442-529c645297e48128.js => 1442-024f7e51804e0d7e.js} | 2 +-
 .../out/_next/static/chunks/1518-21c80a799b5c426e.js      | 1 +
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 ...{2377-8fdad210b7695043.js => 2377-674bd40044d10e16.js} | 2 +-
 ...{2926-a9eb2d7547cdad95.js => 2926-a9cb83e61fc8ad20.js} | 0
 .../out/_next/static/chunks/3218-4aea06837fa340f4.js      | 1 -
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 .../out/_next/static/chunks/3250-d3d70eb77e9f4fa7.js      | 1 +
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 ...{4388-2f4ca3419d20af67.js => 4388-eb8fa49a76501802.js} | 2 +-
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1623-995fddc2b5647961.js b/litellm/proxy/_experimental/out/_next/static/chunks/1623-995fddc2b5647961.js
new file mode 100644
index 00000000000..15400abe793
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/1623-995fddc2b5647961.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1674-475a971a192714f2.js b/litellm/proxy/_experimental/out/_next/static/chunks/1674-475a971a192714f2.js
new file mode 100644
index 00000000000..cd70c451170
--- /dev/null
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new file mode 100644
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index 3211472683d..00000000000
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2012-9200c205d5b0405a.js b/litellm/proxy/_experimental/out/_next/static/chunks/2012-9200c205d5b0405a.js
new file mode 100644
index 00000000000..600ee05936e
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/2012-9200c205d5b0405a.js
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similarity index 99%
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/3221-0a12dcffbc76862d.js b/litellm/proxy/_experimental/out/_next/static/chunks/3221-0a12dcffbc76862d.js
deleted file mode 100644
index 6362cd74b8d..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/3221-0a12dcffbc76862d.js
+++ /dev/null
@@ -1,4 +0,0 @@
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new file mode 100644
index 00000000000..0416de210bc
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deleted file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/4182-1ec11708566c0483.js b/litellm/proxy/_experimental/out/_next/static/chunks/4182-1ec11708566c0483.js
new file mode 100644
index 00000000000..91f576a0130
--- /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/4289-68573041eef5b2d2.js b/litellm/proxy/_experimental/out/_next/static/chunks/4289-68573041eef5b2d2.js
deleted file mode 100644
index 7774de93bad..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/4289-68573041eef5b2d2.js
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/4388-2f4ca3419d20af67.js b/litellm/proxy/_experimental/out/_next/static/chunks/4388-eb8fa49a76501802.js
similarity index 57%
rename from litellm/proxy/_experimental/out/_next/static/chunks/4388-2f4ca3419d20af67.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/4388-eb8fa49a76501802.js
index 5425edef7b9..b22c5b56336 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/4388-2f4ca3419d20af67.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/4388-eb8fa49a76501802.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7732-a406d32f3b9f495f.js b/litellm/proxy/_experimental/out/_next/static/chunks/5170-56859ffa75db75f8.js
similarity index 87%
rename from litellm/proxy/_experimental/out/_next/static/chunks/7732-a406d32f3b9f495f.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/5170-56859ffa75db75f8.js
index 68e32863325..83a7c5417e4 100644
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new file mode 100644
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new file mode 100644
index 00000000000..d56096e5450
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deleted file mode 100644
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deleted file mode 100644
index 8e0a0e5f3b6..00000000000
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+++ /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/6843-d9a2a4bf3fc7a867.js b/litellm/proxy/_experimental/out/_next/static/chunks/6843-b8ebdf2bb4fe5c67.js
similarity index 71%
rename from litellm/proxy/_experimental/out/_next/static/chunks/6843-d9a2a4bf3fc7a867.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/6843-b8ebdf2bb4fe5c67.js
index c46c110c49b..228e2afc067 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/6843-d9a2a4bf3fc7a867.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/6843-b8ebdf2bb4fe5c67.js
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7155-1a3e4c5a6aefae2b.js b/litellm/proxy/_experimental/out/_next/static/chunks/7155-1a3e4c5a6aefae2b.js
new file mode 100644
index 00000000000..2eb6d41c5bb
--- /dev/null
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deleted file mode 100644
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new file mode 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/7975-afe816ddcb35e063.js
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similarity index 74%
rename from litellm/proxy/_experimental/out/_next/static/chunks/5636-ca3adecf2b222193.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/8008-851877152eb2be38.js
index f6b76bc34ad..c8a49a8667f 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/8235-c9c2c9abd48d9b13.js b/litellm/proxy/_experimental/out/_next/static/chunks/8237-253c15ae006496fe.js
similarity index 69%
rename from litellm/proxy/_experimental/out/_next/static/chunks/8235-c9c2c9abd48d9b13.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/8237-253c15ae006496fe.js
index 1b4691fbb49..9e0c96a2463 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/8235-c9c2c9abd48d9b13.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/9301-33470ca245ba2578.js b/litellm/proxy/_experimental/out/_next/static/chunks/9301-905e8491f42289c0.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/9301-33470ca245ba2578.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/9301-905e8491f42289c0.js
index 6255749f9f8..15b80d52599 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/9301-33470ca245ba2578.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/9301-905e8491f42289c0.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/9411-e2a18c2e46730a13.js b/litellm/proxy/_experimental/out/_next/static/chunks/9411-3630d7fd1940320c.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/9411-e2a18c2e46730a13.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/9411-3630d7fd1940320c.js
index 0b8ba88d54c..bf48c21885d 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/9411-3630d7fd1940320c.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/9611-8bd2ffcee22edc34.js b/litellm/proxy/_experimental/out/_next/static/chunks/9611-e0c4dfb8fa3d2ed7.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/9611-8bd2ffcee22edc34.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/9611-e0c4dfb8fa3d2ed7.js
index 8e30124f392..9d639f9a58a 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/9611-8bd2ffcee22edc34.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/9611-e0c4dfb8fa3d2ed7.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/api-reference/page-873ebb2fa62f50ef.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/api-reference/page-6ead8448e1510439.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-a4d3d795479444f3.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-8047d2cef33b9999.js
similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-a4d3d795479444f3.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-8047d2cef33b9999.js
index c545371ea97..db85bcd14af 100644
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similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-ce67247c5ba30385.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-3234cab0cb418464.js
index 62f98798397..41b454148b8 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-789ec63e0c88d7e0.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-0a286b7e7489b565.js
similarity index 94%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-789ec63e0c88d7e0.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-0a286b7e7489b565.js
index 6f62628e59b..2b5d5b15b35 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-789ec63e0c88d7e0.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-8dbfb3870a758842.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-bdfb6697f4d6f550.js
similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-8dbfb3870a758842.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-bdfb6697f4d6f550.js
index 9bb9c137839..6f02f8da918 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-33d87d224be1fc3b.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-6729e021acdc06f3.js
similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-33d87d224be1fc3b.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-6729e021acdc06f3.js
index d86ae74badf..ba4370546e3 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-6729e021acdc06f3.js
@@ -1 +1 @@
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or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(x,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(I,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(w).length>0,t="";if(e){let e=JSON.stringify({metadata:w},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=E.length>0?E:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(x,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(x,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(I,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(x,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(x,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(x,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(x,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(c,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(x,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return p}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},p=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:p,placeholder:l="Select vector stores",disabled:u=!1}=e,[m,c]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(p){g(!0);try{let e=await (0,r.vectorStoreListCall)(p);e.data&&c(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[p]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:l,onChange:n,value:t,loading:d,className:s,options:m.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:u})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,1442,2926,2409,3709,1394,1994,8565,5319,7906,816,7271,766,8568,9984,8049,5572,1518,2971,2117,1744],function(){return e(e.s=19235)}),_N_E=e.O()}]);
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or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(x,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(I,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(w).length>0,t="";if(e){let e=JSON.stringify({metadata:w},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=E.length>0?E:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(x,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(x,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(I,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(x,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(I,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(x,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(x,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(x,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(x,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(c,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(x,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return p}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},p=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:p,placeholder:l="Select vector stores",disabled:u=!1}=e,[m,c]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(p){g(!0);try{let e=await (0,r.vectorStoreListCall)(p);e.data&&c(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[p]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:l,onChange:n,value:t,loading:d,className:s,options:m.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:u})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,1442,2926,2409,3709,353,1994,8565,5319,7906,816,7271,766,8568,9984,8049,5572,1518,2971,2117,1744],function(){return e(e.s=49568)}),_N_E=e.O()}]);
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-312f76bcd644a776.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-41bcefda7b19fcbe.js
similarity index 93%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-312f76bcd644a776.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-41bcefda7b19fcbe.js
index 01061983f2d..2e807b9ac3f 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/logging-and-alerts/page-2470c91c28de94ff.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/logging-and-alerts/page-2470c91c28de94ff.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-85f4f91698b75711.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-866cd0b0d541c84f.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-c6612da0a3d53b17.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-69022c9c481d0375.js
similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-c6612da0a3d53b17.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-69022c9c481d0375.js
index dd933893609..c4c60ab2468 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-c6612da0a3d53b17.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-69022c9c481d0375.js
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encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(w,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(E,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(I).length>0,t="";if(e){let e=JSON.stringify({metadata:I},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=x.length>0?x:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(w,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(w,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(E,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(w,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(w,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(w,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(w,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(m,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(w,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return l}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:l,placeholder:p="Select vector stores",disabled:c=!1}=e,[u,m]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(l){g(!0);try{let e=await (0,r.vectorStoreListCall)(l);e.data&&m(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[l]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:p,onChange:n,value:t,loading:d,className:s,options:u.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:c})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,2409,3709,1394,1994,8565,5319,7906,816,7271,766,8568,8049,5572,2971,2117,1744],function(){return e(e.s=22859)}),_N_E=e.O()}]);
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encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.chat.completions.create(\n#     model="').concat(w,'",\n#     messages=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {\n#                     "type": "text",\n#                     "text": "').concat(E,'"\n#                 },\n#                 {\n#                     "type": "image_url",\n#                     "image_url": {\n#                         "url": f"data:image/jpeg;base64,{base64_file}"  # or data:application/pdf;base64,{base64_file}\n#                     }\n#                 }\n#             ]\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file)\n");break}case a.KP.RESPONSES:{let e=Object.keys(I).length>0,t="";if(e){let e=JSON.stringify({metadata:I},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=x.length>0?x:[{role:"user",content:v}];n='\nimport base64\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n    with open(image_path, "rb") as image_file:\n        return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# Example with text only\nresponse = client.responses.create(\n    model="'.concat(w,'",\n    input=').concat(JSON.stringify(a,null,4)).concat(t,'\n)\n\nprint(response.output_text)\n\n# Example with image or PDF (uncomment and provide file path to use)\n# base64_file = encode_image("path/to/your/file.jpg")  # or .pdf\n# response_with_file = client.responses.create(\n#     model="').concat(w,'",\n#     input=[\n#         {\n#             "role": "user",\n#             "content": [\n#                 {"type": "input_text", "text": "').concat(E,'"},\n#                 {\n#                     "type": "input_image",\n#                     "image_url": f"data:image/jpeg;base64,{base64_file}",  # or data:application/pdf;base64,{base64_file}\n#                 },\n#             ],\n#         }\n#     ]').concat(t,"\n# )\n# print(response_with_file.output_text)\n");break}case a.KP.IMAGE:n="azure"===_?"\n# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.\n# This snippet uses 'client.images.generate' and will create a new image based on your prompt.\n# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.\nimport os\nimport requests\nimport json\nimport time\nfrom PIL import Image\n\nresult = client.images.generate(\n	model=\"".concat(w,'",\n	prompt="').concat(r,'",\n	n=1\n)\n\njson_response = json.loads(result.model_dump_json())\n\n# Set the directory for the stored image\nimage_dir = os.path.join(os.curdir, \'images\')\n\n# If the directory doesn\'t exist, create it\nif not os.path.isdir(image_dir):\n	os.mkdir(image_dir)\n\n# Initialize the image path\nimage_filename = f"generated_image_{int(time.time())}.png"\nimage_path = os.path.join(image_dir, image_filename)\n\ntry:\n	# Retrieve the generated image\n	if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):\n			image_url = json_response["data"][0]["url"]\n			generated_image = requests.get(image_url).content\n			with open(image_path, "wb") as image_file:\n					image_file.write(generated_image)\n\n			print(f"Image saved to {image_path}")\n			# Display the image\n			image = Image.open(image_path)\n			image.show()\n	else:\n			print("Could not find image URL in response.")\n			print("Full response:", json_response)\nexcept Exception as e:\n	print(f"An error occurred: {e}")\n	print("Full response:", json_response)\n'):"\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.IMAGE_EDITS:n="azure"===_?'\nimport base64\nimport os\nimport time\nimport json\nfrom PIL import Image\nimport requests\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, "rb") as image_file:\n			return base64.b64encode(image_file.read()).decode(\'utf-8\')\n\n# The prompt entered by the user\nprompt = "'.concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n'):"\nimport base64\nimport os\nimport time\n\n# Helper function to encode images to base64\ndef encode_image(image_path):\n	with open(image_path, \"rb\") as image_file:\n			return base64.b64encode(image_file.read()).decode('utf-8')\n\n# Helper function to create a file (simplified for this example)\ndef create_file(image_path):\n	# In a real implementation, this would upload the file to OpenAI\n	# For this example, we'll just return a placeholder ID\n	return f\"file_{os.path.basename(image_path).replace('.', '_')}\"\n\n# The prompt entered by the user\nprompt = \"".concat(E,'"\n\n# Encode images to base64\nbase64_image1 = encode_image("body-lotion.png")\nbase64_image2 = encode_image("soap.png")\n\n# Create file IDs\nfile_id1 = create_file("body-lotion.png")\nfile_id2 = create_file("incense-kit.png")\n\nresponse = client.responses.create(\n	model="').concat(w,'",\n	input=[\n			{\n					"role": "user",\n					"content": [\n							{"type": "input_text", "text": prompt},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image1}",\n							},\n							{\n									"type": "input_image",\n									"image_url": f"data:image/jpeg;base64,{base64_image2}",\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id1,\n							},\n							{\n									"type": "input_image",\n									"file_id": file_id2,\n							}\n					],\n			}\n	],\n	tools=[{"type": "image_generation"}],\n)\n\n# Process the response\nimage_generation_calls = [\n	output\n	for output in response.output\n	if output.type == "image_generation_call"\n]\n\nimage_data = [output.result for output in image_generation_calls]\n\nif image_data:\n	image_base64 = image_data[0]\n	image_filename = f"edited_image_{int(time.time())}.png"\n	with open(image_filename, "wb") as f:\n			f.write(base64.b64decode(image_base64))\n	print(f"Image saved to {image_filename}")\nelse:\n	# If no image is generated, there might be a text response with an explanation\n	text_response = [output.text for output in response.output if hasattr(output, \'text\')]\n	if text_response:\n			print("No image generated. Model response:")\n			print("\\n".join(text_response))\n	else:\n			print("No image data found in response.")\n	print("Full response for debugging:")\n	print(response)\n');break;case a.KP.EMBEDDINGS:n='\nresponse = client.embeddings.create(\n	input="'.concat(r||"Your string here",'",\n	model="').concat(w,'",\n	encoding_format="base64" # or "float"\n)\n\nprint(response.data[0].embedding)\n');break;case a.KP.TRANSCRIPTION:n='\n# Open the audio file\naudio_file = open("path/to/your/audio/file.mp3", "rb")\n\n# Make the transcription request\nresponse = client.audio.transcriptions.create(\n	model="'.concat(w,'",\n	file=audio_file').concat(r?',\n	prompt="'.concat(r.replace(/"/g,'\\"'),'"'):"","\n)\n\nprint(response.text)\n");break;case a.KP.SPEECH:n='\n# Make the text-to-speech request\nresponse = client.audio.speech.create(\n	model="'.concat(w,'",\n	input="').concat(r||"Your text to convert to speech here",'",\n	voice="').concat(m,'"  # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer\n)\n\n# Save the audio to a file\noutput_filename = "output_speech.mp3"\nresponse.stream_to_file(output_filename)\nprint(f"Audio saved to {output_filename}")\n\n# Optional: Customize response format and speed\n# response = client.audio.speech.create(\n#     model="').concat(w,'",\n#     input="').concat(r||"Your text to convert to speech here",'",\n#     voice="alloy",\n#     response_format="mp3",  # Options: mp3, opus, aac, flac, wav, pcm\n#     speed=1.0  # Range: 0.25 to 4.0\n# )\n# response.stream_to_file("output_speech.mp3")\n');break;default:n="\n# Code generation for this endpoint is not implemented yet."}return"".concat(S,"\n").concat(n)}},8443:function(e,n,t){"use strict";var a,i,o,r;t.d(n,{KP:function(){return i},vf:function(){return l}}),(o=a||(a={})).AUDIO_SPEECH="audio_speech",o.AUDIO_TRANSCRIPTION="audio_transcription",o.IMAGE_GENERATION="image_generation",o.VIDEO_GENERATION="video_generation",o.CHAT="chat",o.RESPONSES="responses",o.IMAGE_EDITS="image_edits",o.ANTHROPIC_MESSAGES="anthropic_messages",o.EMBEDDING="embedding",(r=i||(i={})).IMAGE="image",r.VIDEO="video",r.CHAT="chat",r.RESPONSES="responses",r.IMAGE_EDITS="image_edits",r.ANTHROPIC_MESSAGES="anthropic_messages",r.EMBEDDINGS="embeddings",r.SPEECH="speech",r.TRANSCRIPTION="transcription";let s={image_generation:"image",video_generation:"video",chat:"chat",responses:"responses",image_edits:"image_edits",anthropic_messages:"anthropic_messages",audio_speech:"speech",audio_transcription:"transcription",embedding:"embeddings"},l=e=>{if(console.log("getEndpointType:",e),Object.values(a).includes(e)){let n=s[e];return console.log("endpointType:",n),n}return"chat"}},10703:function(e,n,t){"use strict";t.d(n,{p:function(){return i}});var a=t(19250);let i=async e=>{try{let n=await (0,a.modelHubCall)(e);if(console.log("model_info:",n),(null==n?void 0:n.data.length)>0){let e=n.data.map(e=>({model_group:e.model_group,mode:null==e?void 0:e.mode}));return e.sort((e,n)=>e.model_group.localeCompare(n.model_group)),e}return[]}catch(e){throw console.error("Error fetching model info:",e),e}}},97415:function(e,n,t){"use strict";var a=t(57437),i=t(2265),o=t(37592),r=t(19250);n.Z=e=>{let{onChange:n,value:t,className:s,accessToken:l,placeholder:p="Select vector stores",disabled:c=!1}=e,[u,m]=(0,i.useState)([]),[d,g]=(0,i.useState)(!1);return(0,i.useEffect)(()=>{(async()=>{if(l){g(!0);try{let e=await (0,r.vectorStoreListCall)(l);e.data&&m(e.data)}catch(e){console.error("Error fetching vector stores:",e)}finally{g(!1)}}})()},[l]),(0,a.jsx)("div",{children:(0,a.jsx)(o.default,{mode:"multiple",placeholder:p,onChange:n,value:t,loading:d,className:s,options:u.map(e=>({label:"".concat(e.vector_store_name||e.vector_store_id," (").concat(e.vector_store_id,")"),value:e.vector_store_id,title:e.vector_store_description||e.vector_store_id})),optionFilterProp:"label",showSearch:!0,style:{width:"100%"},disabled:c})})}},91624:function(e,n,t){"use strict";t.d(n,{C:function(){return i}});var a=t(19250);let i=async e=>{if(!e)return null;try{return await (0,a.getProxyUISettings)(e)}catch(e){return console.error("Error fetching proxy settings:",e),null}}}},function(e){e.O(0,[9028,9409,4865,8135,2409,3709,353,1994,8565,5319,7906,816,7271,766,8568,8049,5572,2971,2117,1744],function(){return e(e.s=35831)}),_N_E=e.O()}]);
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-cd30956407f5a78f.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-9474df83dfce71fa.js
similarity index 96%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-cd30956407f5a78f.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-9474df83dfce71fa.js
index 09d11268359..9c3f24d7f52 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-cd30956407f5a78f.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-9474df83dfce71fa.js
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new file mode 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/main-app-c6945ec5b2d5e671.js b/litellm/proxy/_experimental/out/_next/static/chunks/main-app-77a6ca3c04ee9adf.js
similarity index 81%
rename from litellm/proxy/_experimental/out/_next/static/chunks/main-app-c6945ec5b2d5e671.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/main-app-77a6ca3c04ee9adf.js
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--- a/litellm/proxy/_experimental/out/_next/static/chunks/main-app-c6945ec5b2d5e671.js
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diff --git a/litellm/proxy/_experimental/out/api-reference.html b/litellm/proxy/_experimental/out/api-reference.html
index 212ac810ea1..1b56483d4c9 100644
--- a/litellm/proxy/_experimental/out/api-reference.html
+++ b/litellm/proxy/_experimental/out/api-reference.html
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/experimental/prompts.txt b/litellm/proxy/_experimental/out/experimental/prompts.txt
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diff --git a/litellm/proxy/_experimental/out/model-hub.txt b/litellm/proxy/_experimental/out/model-hub.txt
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diff --git a/litellm/proxy/_experimental/out/test-key.txt b/litellm/proxy/_experimental/out/test-key.txt
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 d:[["$","meta","0",{"name":"viewport","content":"width=device-width, initial-scale=1"}],["$","meta","1",{"charSet":"utf-8"}],["$","title","2",{"children":"LiteLLM Dashboard"}],["$","meta","3",{"name":"description","content":"LiteLLM Proxy Admin UI"}],["$","link","4",{"rel":"icon","href":"/favicon.ico","type":"image/x-icon","sizes":"16x16"}],["$","link","5",{"rel":"icon","href":"./favicon.ico"}],["$","meta","6",{"name":"next-size-adjust"}]]
 1:null

From 38ddd506283b21e22d5d788236f04b3c0e9a977e Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 12:51:51 -0800
Subject: [PATCH 22/37] [Bug fix] Vector Store List Endpoint Returns 404
 (#17229)

* fix vector store management

* fix: add vector_store_management_router

* TestVectorStoreManagementEndpointsExist

* fix pass_through
---
 litellm/proxy/proxy_server.py                 | 16 ++++++--
 .../management_endpoints.py                   |  0
 .../enforce_llms_folder_style.py              |  1 +
 .../test_vector_store_endpoints.py            | 40 +++++++++++++++++++
 4 files changed, 54 insertions(+), 3 deletions(-)
 rename enterprise/litellm_enterprise/proxy/vector_stores/endpoints.py => litellm/proxy/vector_store_endpoints/management_endpoints.py (100%)

diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index e4a1550e000..28ee370ff0c 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -286,7 +286,9 @@ from litellm.proxy.management_endpoints.customer_endpoints import (
 from litellm.proxy.management_endpoints.internal_user_endpoints import (
     router as internal_user_router,
 )
-from litellm.proxy.management_endpoints.internal_user_endpoints import user_update
+from litellm.proxy.management_endpoints.internal_user_endpoints import (
+    user_update,
+)
 from litellm.proxy.management_endpoints.key_management_endpoints import (
     delete_verification_tokens,
     duration_in_seconds,
@@ -340,7 +342,9 @@ from litellm.proxy.ocr_endpoints.endpoints import router as ocr_router
 from litellm.proxy.openai_files_endpoints.files_endpoints import (
     router as openai_files_router,
 )
-from litellm.proxy.openai_files_endpoints.files_endpoints import set_files_config
+from litellm.proxy.openai_files_endpoints.files_endpoints import (
+    set_files_config,
+)
 from litellm.proxy.pass_through_endpoints.llm_passthrough_endpoints import (
     passthrough_endpoint_router,
 )
@@ -394,6 +398,9 @@ from litellm.proxy.utils import (
     update_spend,
 )
 from litellm.proxy.vector_store_endpoints.endpoints import router as vector_store_router
+from litellm.proxy.vector_store_endpoints.management_endpoints import (
+    router as vector_store_management_router,
+)
 from litellm.proxy.vector_store_files_endpoints.endpoints import (
     router as vector_store_files_router,
 )
@@ -432,7 +439,9 @@ from litellm.types.proxy.management_endpoints.ui_sso import (
     LiteLLM_UpperboundKeyGenerateParams,
 )
 from litellm.types.realtime import RealtimeQueryParams
-from litellm.types.router import DeploymentTypedDict
+from litellm.types.router import (
+    DeploymentTypedDict,
+)
 from litellm.types.router import ModelInfo as RouterModelInfo
 from litellm.types.router import (
     RouterGeneralSettings,
@@ -10163,6 +10172,7 @@ app.include_router(search_router)
 app.include_router(image_router)
 app.include_router(fine_tuning_router)
 app.include_router(vector_store_router)
+app.include_router(vector_store_management_router)
 app.include_router(vector_store_files_router)
 app.include_router(credential_router)
 app.include_router(llm_passthrough_router)
diff --git a/enterprise/litellm_enterprise/proxy/vector_stores/endpoints.py b/litellm/proxy/vector_store_endpoints/management_endpoints.py
similarity index 100%
rename from enterprise/litellm_enterprise/proxy/vector_stores/endpoints.py
rename to litellm/proxy/vector_store_endpoints/management_endpoints.py
diff --git a/tests/code_coverage_tests/enforce_llms_folder_style.py b/tests/code_coverage_tests/enforce_llms_folder_style.py
index 7588f7771b0..880154baa07 100644
--- a/tests/code_coverage_tests/enforce_llms_folder_style.py
+++ b/tests/code_coverage_tests/enforce_llms_folder_style.py
@@ -23,6 +23,7 @@ ALLOWED_FILES_IN_LLMS_FOLDER = [
     "custom_httpx",
     "custom_llm",
     "deprecated_providers",
+    "pass_through"
 ] + SEARCH_PROVIDERS
 
 
diff --git a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py
index 20f9eefaf3f..badbef42d6c 100644
--- a/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py
+++ b/tests/test_litellm/proxy/vector_store_endpoints/test_vector_store_endpoints.py
@@ -762,3 +762,43 @@ class TestIsAllowedToCallVectorStoreFilesEndpoint:
             )
 
         assert result is None
+
+
+class TestVectorStoreManagementEndpointsExist:
+    def test_vector_store_management_endpoints_exist_on_proxy_startup(self):
+        """
+        Test that all vector store management endpoints are registered on proxy app startup.
+        
+        Verifies the following endpoints exist in the proxy_server app:
+        - POST /vector_store/new
+        - GET /vector_store/list
+        - POST /vector_store/delete
+        - POST /vector_store/info
+        - POST /vector_store/update
+        """
+        from litellm.proxy.proxy_server import app
+
+        # Define expected endpoints
+        expected_endpoints = [
+            ("POST", "/vector_store/new"),
+            ("GET", "/vector_store/list"),
+            ("POST", "/vector_store/delete"),
+            ("POST", "/vector_store/info"),
+            ("POST", "/vector_store/update"),
+        ]
+        
+        # Get all routes from the app
+        app_routes = []
+        for route in app.routes:
+            methods = getattr(route, "methods", None)
+            path = getattr(route, "path", None)
+            if methods is not None and path is not None:
+                for method in methods:
+                    app_routes.append((method, path))
+        
+        # Verify each expected endpoint exists
+        for method, path in expected_endpoints:
+            assert (method, path) in app_routes, (
+                f"Expected endpoint {method} {path} not found in registered routes. "
+                f"Available routes: {app_routes}"
+            )

From edfc35ddac1eff638142a33833596953e5b4d4b4 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 13:08:03 -0800
Subject: [PATCH 23/37] [Feature]: Add Provider publicai.co (#17230)

* init PublicAIChatConfig

* add publicai

* init public ai

* add publicai

* add publicai/swiss-ai models etc
---
 docs/my-website/docs/providers/publicai.md    | 209 ++++++++++++++++++
 docs/my-website/sidebars.js                   |   1 +
 litellm/__init__.py                           |   6 +
 litellm/constants.py                          |   4 +
 .../get_llm_provider_logic.py                 |  10 +
 litellm/llms/publicai/chat/transformation.py  | 114 ++++++++++
 ...odel_prices_and_context_window_backup.json | 110 +++++++++
 litellm/types/utils.py                        |   1 +
 model_prices_and_context_window.json          | 110 +++++++++
 provider_endpoints_support.json               |  16 ++
 .../test_publicai_chat_transformation.py      | 141 ++++++++++++
 11 files changed, 722 insertions(+)
 create mode 100644 docs/my-website/docs/providers/publicai.md
 create mode 100644 litellm/llms/publicai/chat/transformation.py
 create mode 100644 tests/test_litellm/llms/publicai/test_publicai_chat_transformation.py

diff --git a/docs/my-website/docs/providers/publicai.md b/docs/my-website/docs/providers/publicai.md
new file mode 100644
index 00000000000..1ab8bd5a06c
--- /dev/null
+++ b/docs/my-website/docs/providers/publicai.md
@@ -0,0 +1,209 @@
+import Tabs from '@theme/Tabs';
+import TabItem from '@theme/TabItem';
+
+# PublicAI
+
+## Overview
+
+| Property | Details |
+|-------|-------|
+| Description | PublicAI provides large language models including essential models like the swiss-ai apertus model. |
+| Provider Route on LiteLLM | `publicai/` |
+| Link to Provider Doc | [PublicAI ↗](https://platform.publicai.co/) |
+| Base URL | `https://platform.publicai.co/` |
+| Supported Operations | [`/chat/completions`](#sample-usage) |
+
+<br />
+<br />
+
+https://platform.publicai.co/
+
+**We support ALL PublicAI models, just set `publicai/` as a prefix when sending completion requests**
+
+## Required Variables
+
+```python showLineNumbers title="Environment Variables"
+os.environ["PUBLICAI_API_KEY"] = ""  # your PublicAI API key
+```
+
+You can overwrite the base url with:
+
+```
+os.environ["PUBLICAI_API_BASE"] = "https://platform.publicai.co/v1"
+```
+
+## Usage - LiteLLM Python SDK
+
+### Non-streaming
+
+```python showLineNumbers title="PublicAI Non-streaming Completion"
+import os
+import litellm
+from litellm import completion
+
+os.environ["PUBLICAI_API_KEY"] = ""  # your PublicAI API key
+
+messages = [{"content": "Hello, how are you?", "role": "user"}]
+
+# PublicAI call
+response = completion(
+    model="publicai/swiss-ai/apertus-8b-instruct", 
+    messages=messages
+)
+
+print(response)
+```
+
+### Streaming
+
+```python showLineNumbers title="PublicAI Streaming Completion"
+import os
+import litellm
+from litellm import completion
+
+os.environ["PUBLICAI_API_KEY"] = ""  # your PublicAI API key
+
+messages = [{"content": "Hello, how are you?", "role": "user"}]
+
+# PublicAI call with streaming
+response = completion(
+    model="publicai/swiss-ai/apertus-8b-instruct", 
+    messages=messages,
+    stream=True
+)
+
+for chunk in response:
+    print(chunk)
+```
+
+## Usage - LiteLLM Proxy
+
+Add the following to your LiteLLM Proxy configuration file:
+
+```yaml showLineNumbers title="config.yaml"
+model_list:
+  - model_name: swiss-ai-apertus-8b
+    litellm_params:
+      model: publicai/swiss-ai/apertus-8b-instruct
+      api_key: os.environ/PUBLICAI_API_KEY
+
+  - model_name: swiss-ai-apertus-70b
+    litellm_params:
+      model: publicai/swiss-ai/apertus-70b-instruct
+      api_key: os.environ/PUBLICAI_API_KEY
+```
+
+Start your LiteLLM Proxy server:
+
+```bash showLineNumbers title="Start LiteLLM Proxy"
+litellm --config config.yaml
+
+# RUNNING on http://0.0.0.0:4000
+```
+
+<Tabs>
+<TabItem value="openai-sdk" label="OpenAI SDK">
+
+```python showLineNumbers title="PublicAI via Proxy - Non-streaming"
+from openai import OpenAI
+
+# Initialize client with your proxy URL
+client = OpenAI(
+    base_url="http://localhost:4000",  # Your proxy URL
+    api_key="your-proxy-api-key"       # Your proxy API key
+)
+
+# Non-streaming response
+response = client.chat.completions.create(
+    model="swiss-ai-apertus-8b",
+    messages=[{"role": "user", "content": "hello from litellm"}]
+)
+
+print(response.choices[0].message.content)
+```
+
+```python showLineNumbers title="PublicAI via Proxy - Streaming"
+from openai import OpenAI
+
+# Initialize client with your proxy URL
+client = OpenAI(
+    base_url="http://localhost:4000",  # Your proxy URL
+    api_key="your-proxy-api-key"       # Your proxy API key
+)
+
+# Streaming response
+response = client.chat.completions.create(
+    model="swiss-ai-apertus-8b",
+    messages=[{"role": "user", "content": "hello from litellm"}],
+    stream=True
+)
+
+for chunk in response:
+    if chunk.choices[0].delta.content is not None:
+        print(chunk.choices[0].delta.content, end="")
+```
+
+</TabItem>
+
+<TabItem value="litellm-sdk" label="LiteLLM SDK">
+
+```python showLineNumbers title="PublicAI via Proxy - LiteLLM SDK"
+import litellm
+
+# Configure LiteLLM to use your proxy
+response = litellm.completion(
+    model="litellm_proxy/swiss-ai-apertus-8b",
+    messages=[{"role": "user", "content": "hello from litellm"}],
+    api_base="http://localhost:4000",
+    api_key="your-proxy-api-key"
+)
+
+print(response.choices[0].message.content)
+```
+
+```python showLineNumbers title="PublicAI via Proxy - LiteLLM SDK Streaming"
+import litellm
+
+# Configure LiteLLM to use your proxy with streaming
+response = litellm.completion(
+    model="litellm_proxy/swiss-ai-apertus-8b",
+    messages=[{"role": "user", "content": "hello from litellm"}],
+    api_base="http://localhost:4000",
+    api_key="your-proxy-api-key",
+    stream=True
+)
+
+for chunk in response:
+    if hasattr(chunk.choices[0], 'delta') and chunk.choices[0].delta.content is not None:
+        print(chunk.choices[0].delta.content, end="")
+```
+
+</TabItem>
+
+<TabItem value="curl" label="cURL">
+
+```bash showLineNumbers title="PublicAI via Proxy - cURL"
+curl http://localhost:4000/v1/chat/completions \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer your-proxy-api-key" \
+  -d '{
+    "model": "swiss-ai-apertus-8b",
+    "messages": [{"role": "user", "content": "hello from litellm"}]
+  }'
+```
+
+```bash showLineNumbers title="PublicAI via Proxy - cURL Streaming"
+curl http://localhost:4000/v1/chat/completions \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer your-proxy-api-key" \
+  -d '{
+    "model": "swiss-ai-apertus-8b",
+    "messages": [{"role": "user", "content": "hello from litellm"}],
+    "stream": true
+  }'
+```
+
+</TabItem>
+</Tabs>
+
+For more detailed information on using the LiteLLM Proxy, see the [LiteLLM Proxy documentation](../providers/litellm_proxy).
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 917fdca6020..802ffdd5bb1 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -622,6 +622,7 @@ const sidebars = {
         "providers/ovhcloud",
         "providers/perplexity",
         "providers/petals",
+        "providers/publicai",
         "providers/predibase",
         "providers/recraft",
         "providers/replicate",
diff --git a/litellm/__init__.py b/litellm/__init__.py
index 71be5113e2d..bbe17c97b7d 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -555,6 +555,7 @@ deepgram_models: Set = set()
 elevenlabs_models: Set = set()
 dashscope_models: Set = set()
 moonshot_models: Set = set()
+publicai_models: Set = set()
 v0_models: Set = set()
 morph_models: Set = set()
 lambda_ai_models: Set = set()
@@ -781,6 +782,8 @@ def add_known_models():
             dashscope_models.add(key)
         elif value.get("litellm_provider") == "moonshot":
             moonshot_models.add(key)
+        elif value.get("litellm_provider") == "publicai":
+            publicai_models.add(key)
         elif value.get("litellm_provider") == "v0":
             v0_models.add(key)
         elif value.get("litellm_provider") == "morph":
@@ -899,6 +902,7 @@ model_list = list(
     | elevenlabs_models
     | dashscope_models
     | moonshot_models
+    | publicai_models
     | v0_models
     | morph_models
     | lambda_ai_models
@@ -992,6 +996,7 @@ models_by_provider: dict = {
     "heroku": heroku_models,
     "dashscope": dashscope_models,
     "moonshot": moonshot_models,
+    "publicai": publicai_models,
     "v0": v0_models,
     "morph": morph_models,
     "lambda_ai": lambda_ai_models,
@@ -1370,6 +1375,7 @@ from .llms.nebius.chat.transformation import NebiusConfig
 from .llms.wandb.chat.transformation import WandbConfig
 from .llms.dashscope.chat.transformation import DashScopeChatConfig
 from .llms.moonshot.chat.transformation import MoonshotChatConfig
+from .llms.publicai.chat.transformation import PublicAIChatConfig
 from .llms.docker_model_runner.chat.transformation import DockerModelRunnerChatConfig
 from .llms.v0.chat.transformation import V0ChatConfig
 from .llms.oci.chat.transformation import OCIChatConfig
diff --git a/litellm/constants.py b/litellm/constants.py
index 9235916dd43..f1126b19090 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -384,6 +384,7 @@ LITELLM_CHAT_PROVIDERS = [
     "nebius",
     "dashscope",
     "moonshot",
+    "publicai",
     "v0",
     "heroku",
     "oci",
@@ -526,6 +527,7 @@ openai_compatible_endpoints: List = [
     "api.studio.nebius.ai/v1",
     "https://dashscope-intl.aliyuncs.com/compatible-mode/v1",
     "https://api.moonshot.ai/v1",
+    "https://platform.publicai.co/v1",
     "https://api.v0.dev/v1",
     "https://api.morphllm.com/v1",
     "https://api.lambda.ai/v1",
@@ -571,6 +573,7 @@ openai_compatible_providers: List = [
     "nebius",
     "dashscope",
     "moonshot",
+    "publicai",
     "v0",
     "morph",
     "lambda_ai",
@@ -593,6 +596,7 @@ openai_text_completion_compatible_providers: List = (
         "nebius",
         "dashscope",
         "moonshot",
+        "publicai",
         "v0",
         "lambda_ai",
         "hyperbolic",
diff --git a/litellm/litellm_core_utils/get_llm_provider_logic.py b/litellm/litellm_core_utils/get_llm_provider_logic.py
index 1efea63beb7..3bb1e4afb92 100644
--- a/litellm/litellm_core_utils/get_llm_provider_logic.py
+++ b/litellm/litellm_core_utils/get_llm_provider_logic.py
@@ -258,6 +258,9 @@ def get_llm_provider(  # noqa: PLR0915
                     elif endpoint == "api.moonshot.ai/v1":
                         custom_llm_provider = "moonshot"
                         dynamic_api_key = get_secret_str("MOONSHOT_API_KEY")
+                    elif endpoint == "platform.publicai.co/v1":
+                        custom_llm_provider = "publicai"
+                        dynamic_api_key = get_secret_str("PUBLICAI_API_KEY")
                     elif endpoint == "https://api.v0.dev/v1":
                         custom_llm_provider = "v0"
                         dynamic_api_key = get_secret_str("V0_API_KEY")
@@ -759,6 +762,13 @@ def _get_openai_compatible_provider_info(  # noqa: PLR0915
         ) = litellm.MoonshotChatConfig()._get_openai_compatible_provider_info(
             api_base, api_key
         )
+    elif custom_llm_provider == "publicai":
+        (
+            api_base,
+            dynamic_api_key,
+        ) = litellm.PublicAIChatConfig()._get_openai_compatible_provider_info(
+            api_base, api_key
+        )
     elif custom_llm_provider == "docker_model_runner":
         (
             api_base,
diff --git a/litellm/llms/publicai/chat/transformation.py b/litellm/llms/publicai/chat/transformation.py
new file mode 100644
index 00000000000..93921e48d52
--- /dev/null
+++ b/litellm/llms/publicai/chat/transformation.py
@@ -0,0 +1,114 @@
+"""
+Translates from OpenAI's `/v1/chat/completions` to PublicAI's `/v1/chat/completions`
+"""
+
+from typing import Any, Coroutine, List, Literal, Optional, Tuple, Union, overload
+
+from litellm.litellm_core_utils.prompt_templates.common_utils import (
+    handle_messages_with_content_list_to_str_conversion,
+)
+from litellm.secret_managers.main import get_secret_str
+from litellm.types.llms.openai import AllMessageValues
+
+from ...openai.chat.gpt_transformation import OpenAIGPTConfig
+
+
+class PublicAIChatConfig(OpenAIGPTConfig):
+    @overload
+    def _transform_messages(
+        self, messages: List[AllMessageValues], model: str, is_async: Literal[True]
+    ) -> Coroutine[Any, Any, List[AllMessageValues]]:
+        ...
+
+    @overload
+    def _transform_messages(
+        self,
+        messages: List[AllMessageValues],
+        model: str,
+        is_async: Literal[False] = False,
+    ) -> List[AllMessageValues]:
+        ...
+
+    def _transform_messages(
+        self, messages: List[AllMessageValues], model: str, is_async: bool = False
+    ) -> Union[List[AllMessageValues], Coroutine[Any, Any, List[AllMessageValues]]]:
+        """
+        PublicAI does not support content in list format.
+        """
+        messages = handle_messages_with_content_list_to_str_conversion(messages)
+        if is_async:
+            return super()._transform_messages(
+                messages=messages, model=model, is_async=True
+            )
+        else:
+            return super()._transform_messages(
+                messages=messages, model=model, is_async=False
+            )
+
+    def _get_openai_compatible_provider_info(
+        self, api_base: Optional[str], api_key: Optional[str]
+    ) -> Tuple[Optional[str], Optional[str]]:
+        api_base = (
+            api_base
+            or get_secret_str("PUBLICAI_API_BASE")
+            or "https://platform.publicai.co/v1"
+        )  # type: ignore
+        dynamic_api_key = api_key or get_secret_str("PUBLICAI_API_KEY")
+        return api_base, dynamic_api_key
+
+    def get_complete_url(
+        self,
+        api_base: Optional[str],
+        api_key: Optional[str],
+        model: str,
+        optional_params: dict,
+        litellm_params: dict,
+        stream: Optional[bool] = None,
+    ) -> str:
+        """
+        If api_base is not provided, use the default PublicAI /chat/completions endpoint.
+        """
+        if not api_base:
+            api_base = "https://platform.publicai.co/v1"
+
+        if not api_base.endswith("/chat/completions"):
+            api_base = f"{api_base}/chat/completions"
+
+        return api_base
+
+    def get_supported_openai_params(self, model: str) -> list:
+        """
+        Get the supported OpenAI params for PublicAI models
+        
+        PublicAI limitations:
+        - functions parameter is not supported (use tools instead)
+        """
+        excluded_params: List[str] = ["functions"]
+        
+        base_openai_params = super().get_supported_openai_params(model=model)
+        final_params: List[str] = []
+        for param in base_openai_params:
+            if param not in excluded_params:
+                final_params.append(param)
+        
+        return final_params
+
+    def map_openai_params(
+        self,
+        non_default_params: dict,
+        optional_params: dict,
+        model: str,
+        drop_params: bool,
+    ) -> dict:
+        """
+        Map OpenAI parameters to PublicAI parameters
+        """
+        supported_openai_params = self.get_supported_openai_params(model)
+        for param, value in non_default_params.items():
+            if param == "max_completion_tokens":
+                optional_params["max_tokens"] = value
+            elif param in supported_openai_params:
+                optional_params[param] = value
+
+        return optional_params
+
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index f07f1cbe5e0..8ef4d66381b 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -21570,6 +21570,116 @@
         "mode": "chat",
         "output_cost_per_token": 2.8e-07
     },
+    "publicai/swiss-ai/apertus-8b-instruct": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 8192,
+        "max_output_tokens": 4096,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/swiss-ai/apertus-70b-instruct": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 8192,
+        "max_output_tokens": 4096,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/aisingapore/Gemma-SEA-LION-v4-27B-IT": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 8192,
+        "max_output_tokens": 4096,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/BSC-LT/salamandra-7b-instruct-tools-16k": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 16384,
+        "max_output_tokens": 4096,
+        "max_tokens": 16384,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/BSC-LT/ALIA-40b-instruct_Q8_0": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 8192,
+        "max_output_tokens": 4096,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/allenai/Olmo-3-7B-Instruct": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 4096,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/aisingapore/Qwen-SEA-LION-v4-32B-IT": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 4096,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/allenai/Olmo-3-7B-Think": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 4096,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_reasoning": true
+    },
+    "publicai/allenai/Olmo-3-32B-Think": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 4096,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_reasoning": true
+    },
     "qwen.qwen3-coder-480b-a35b-v1:0": {
         "input_cost_per_token": 2.2e-07,
         "litellm_provider": "bedrock_converse",
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index b0d081d8f87..37a476b33f5 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -2598,6 +2598,7 @@ class LlmProviders(str, Enum):
     TEXT_COMPLETION_CODESTRAL = "text-completion-codestral"
     DASHSCOPE = "dashscope"
     MOONSHOT = "moonshot"
+    PUBLICAI = "publicai"
     V0 = "v0"
     MORPH = "morph"
     LAMBDA_AI = "lambda_ai"
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index f07f1cbe5e0..8ef4d66381b 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -21570,6 +21570,116 @@
         "mode": "chat",
         "output_cost_per_token": 2.8e-07
     },
+    "publicai/swiss-ai/apertus-8b-instruct": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 8192,
+        "max_output_tokens": 4096,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/swiss-ai/apertus-70b-instruct": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 8192,
+        "max_output_tokens": 4096,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/aisingapore/Gemma-SEA-LION-v4-27B-IT": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 8192,
+        "max_output_tokens": 4096,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/BSC-LT/salamandra-7b-instruct-tools-16k": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 16384,
+        "max_output_tokens": 4096,
+        "max_tokens": 16384,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/BSC-LT/ALIA-40b-instruct_Q8_0": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 8192,
+        "max_output_tokens": 4096,
+        "max_tokens": 8192,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/allenai/Olmo-3-7B-Instruct": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 4096,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/aisingapore/Qwen-SEA-LION-v4-32B-IT": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 4096,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
+    "publicai/allenai/Olmo-3-7B-Think": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 4096,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_reasoning": true
+    },
+    "publicai/allenai/Olmo-3-32B-Think": {
+        "input_cost_per_token": 0.0,
+        "litellm_provider": "publicai",
+        "max_input_tokens": 32768,
+        "max_output_tokens": 4096,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 0.0,
+        "source": "https://platform.publicai.co/docs",
+        "supports_function_calling": true,
+        "supports_tool_choice": true,
+        "supports_reasoning": true
+    },
     "qwen.qwen3-coder-480b-a35b-v1:0": {
         "input_cost_per_token": 2.2e-07,
         "litellm_provider": "bedrock_converse",
diff --git a/provider_endpoints_support.json b/provider_endpoints_support.json
index e05d6d8d009..5eab130cdd3 100644
--- a/provider_endpoints_support.json
+++ b/provider_endpoints_support.json
@@ -1329,6 +1329,22 @@
         "rerank": false
       }
     },
+    "publicai": {
+      "display_name": "PublicAI (`publicai`)",
+      "url": "https://docs.litellm.ai/docs/providers/publicai",
+      "endpoints": {
+        "chat_completions": true,
+        "messages": true,
+        "responses": true,
+        "embeddings": false,
+        "image_generations": false,
+        "audio_transcriptions": false,
+        "audio_speech": false,
+        "moderations": false,
+        "batches": false,
+        "rerank": false
+      }
+    },
     "predibase": {
       "display_name": "Predibase (`predibase`)",
       "url": "https://docs.litellm.ai/docs/providers/predibase",
diff --git a/tests/test_litellm/llms/publicai/test_publicai_chat_transformation.py b/tests/test_litellm/llms/publicai/test_publicai_chat_transformation.py
new file mode 100644
index 00000000000..47722686c54
--- /dev/null
+++ b/tests/test_litellm/llms/publicai/test_publicai_chat_transformation.py
@@ -0,0 +1,141 @@
+"""
+Unit tests for PublicAI configuration.
+
+These tests validate the PublicAIChatConfig class which extends OpenAIGPTConfig.
+PublicAI is an OpenAI-compatible provider with minor customizations.
+"""
+
+import os
+import sys
+
+sys.path.insert(
+    0, os.path.abspath("../../../../..")
+)
+
+import pytest
+
+import litellm
+import litellm.utils
+from litellm import completion
+from litellm.llms.publicai.chat.transformation import PublicAIChatConfig
+
+
+class TestPublicAIConfig:
+    """Test class for PublicAI functionality"""
+
+    def test_default_api_base(self):
+        """
+        Test that default API base is used when none is provided
+        """
+        config = PublicAIChatConfig()
+        headers = {}
+        api_key = "fake-publicai-key"
+
+        result = config.validate_environment(
+            headers=headers,
+            model="swiss-ai-apertus",
+            messages=[{"role": "user", "content": "Hey"}],
+            optional_params={},
+            litellm_params={},
+            api_key=api_key,
+            api_base=None,
+        )
+
+        assert result["Authorization"] == f"Bearer {api_key}"
+        assert result["Content-Type"] == "application/json"
+
+    def test_get_supported_openai_params(self):
+        """
+        Test that get_supported_openai_params returns correct params
+        """
+        config = PublicAIChatConfig()
+        
+        supported_params = config.get_supported_openai_params(model="swiss-ai-apertus")
+        
+        assert "tools" in supported_params
+        assert "tool_choice" in supported_params
+        assert "temperature" in supported_params
+        assert "max_tokens" in supported_params
+        assert "stream" in supported_params
+        
+        assert "functions" not in supported_params
+
+    def test_map_openai_params_excludes_functions(self):
+        """
+        Test that functions parameter is not mapped
+        """
+        config = PublicAIChatConfig()
+        
+        non_default_params = {
+            "functions": [{"name": "test_function", "description": "Test function"}],
+            "temperature": 0.7,
+            "max_tokens": 1000
+        }
+        
+        result = config.map_openai_params(
+            non_default_params=non_default_params,
+            optional_params={},
+            model="swiss-ai-apertus",
+            drop_params=False
+        )
+        
+        assert "functions" not in result
+        assert result.get("temperature") == 0.7
+        assert result.get("max_tokens") == 1000
+
+    def test_map_openai_params_max_completion_tokens_mapping(self):
+        """
+        Test that max_completion_tokens is mapped to max_tokens
+        """
+        config = PublicAIChatConfig()
+        
+        non_default_params = {
+            "max_completion_tokens": 1000,
+            "temperature": 0.7
+        }
+        
+        result = config.map_openai_params(
+            non_default_params=non_default_params,
+            optional_params={},
+            model="swiss-ai-apertus",
+            drop_params=False
+        )
+        
+        assert result.get("max_tokens") == 1000
+        assert "max_completion_tokens" not in result
+        assert result.get("temperature") == 0.7
+
+    def test_get_complete_url(self):
+        """
+        Test that get_complete_url constructs the correct endpoint URL
+        """
+        config = PublicAIChatConfig()
+        
+        url = config.get_complete_url(
+            api_base=None,
+            api_key="fake-key",
+            model="swiss-ai-apertus",
+            optional_params={},
+            litellm_params={},
+            stream=False
+        )
+        
+        assert url == "https://platform.publicai.co/v1/chat/completions"
+
+    def test_get_complete_url_with_custom_base(self):
+        """
+        Test that get_complete_url works with custom api_base
+        """
+        config = PublicAIChatConfig()
+        
+        url = config.get_complete_url(
+            api_base="https://custom.publicai.co/v1",
+            api_key="fake-key",
+            model="swiss-ai-apertus",
+            optional_params={},
+            litellm_params={},
+            stream=False
+        )
+        
+        assert url == "https://custom.publicai.co/v1/chat/completions"
+

From 1fca4a9fa56894dab005482edfe3a01f1516f500 Mon Sep 17 00:00:00 2001
From: Ishaan Jaffer <ishaanjaffer0324@gmail.com>
Date: Thu, 27 Nov 2025 13:08:24 -0800
Subject: [PATCH 24/37] =?UTF-8?q?bump:=20version=201.80.6=20=E2=86=92=201.?=
 =?UTF-8?q?80.7?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 pyproject.toml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index a2d314a4cf5..81e31a5ea81 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm"
-version = "1.80.6"
+version = "1.80.7"
 description = "Library to easily interface with LLM API providers"
 authors = ["BerriAI"]
 license = "MIT"
@@ -160,7 +160,7 @@ requires = ["poetry-core", "wheel"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.commitizen]
-version = "1.80.6"
+version = "1.80.7"
 version_files = [
     "pyproject.toml:^version"
 ]

From 92ba34823fd5a724c311bb40957039e7a572aa9c Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 14:46:05 -0800
Subject: [PATCH 25/37] Fix Request and Response Panel JSONViewer

---
 .../view_logs/RequestResponsePanel.test.tsx   | 164 ++++++++++++++++++
 .../view_logs/RequestResponsePanel.tsx        |  25 +--
 2 files changed, 169 insertions(+), 20 deletions(-)
 create mode 100644 ui/litellm-dashboard/src/components/view_logs/RequestResponsePanel.test.tsx

diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestResponsePanel.test.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestResponsePanel.test.tsx
new file mode 100644
index 00000000000..d163be057be
--- /dev/null
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestResponsePanel.test.tsx
@@ -0,0 +1,164 @@
+import { render, screen, act } from "@testing-library/react";
+import { describe, expect, it, vi, beforeEach } from "vitest";
+import userEvent from "@testing-library/user-event";
+import { RequestResponsePanel } from "./RequestResponsePanel";
+import type { LogEntry } from "./columns";
+import NotificationsManager from "../molecules/notifications_manager";
+
+const mockNotificationsManager = vi.mocked(NotificationsManager);
+
+const baseLogEntry: LogEntry = {
+  request_id: "chatcmpl-test-id",
+  api_key: "api-key",
+  team_id: "team-id",
+  model: "gpt-4",
+  model_id: "gpt-4",
+  call_type: "chat",
+  spend: 0,
+  total_tokens: 0,
+  prompt_tokens: 0,
+  completion_tokens: 0,
+  startTime: "2025-11-14T00:00:00Z",
+  endTime: "2025-11-14T00:00:00Z",
+  cache_hit: "miss",
+  duration: 1,
+  messages: [{ role: "user", content: "hello" }],
+  response: { status: "ok" },
+  metadata: {
+    status: "success",
+    additional_usage_values: {
+      cache_read_input_tokens: 0,
+      cache_creation_input_tokens: 0,
+    },
+  },
+  request_tags: {},
+  custom_llm_provider: "openai",
+  api_base: "https://api.example.com",
+};
+
+describe("RequestResponsePanel", () => {
+  beforeEach(() => {
+    vi.clearAllMocks();
+    Object.defineProperty(navigator, "clipboard", {
+      value: {
+        writeText: vi.fn().mockResolvedValue(undefined),
+      },
+      writable: true,
+      configurable: true,
+    });
+    Object.defineProperty(window, "isSecureContext", {
+      value: true,
+      writable: true,
+      configurable: true,
+    });
+  });
+
+  it("should render the component with request and response panels", () => {
+    const mockGetRawRequest = vi.fn().mockReturnValue({ test: "request" });
+    const mockFormattedResponse = vi.fn().mockReturnValue({ test: "response" });
+
+    render(
+      <RequestResponsePanel
+        row={{ original: baseLogEntry }}
+        hasMessages={true}
+        hasResponse={true}
+        hasError={false}
+        errorInfo={null}
+        getRawRequest={mockGetRawRequest}
+        formattedResponse={mockFormattedResponse}
+      />,
+    );
+
+    expect(screen.getByText("Request")).toBeInTheDocument();
+    expect(screen.getByText("Response")).toBeInTheDocument();
+  });
+
+  it("should copy request to clipboard when copy button is clicked", async () => {
+    const user = userEvent.setup();
+    const mockGetRawRequest = vi.fn().mockReturnValue({ test: "request data" });
+    const mockFormattedResponse = vi.fn().mockReturnValue({ test: "response" });
+    const mockWriteText = vi.fn().mockResolvedValue(undefined);
+
+    if (navigator.clipboard) {
+      vi.spyOn(navigator.clipboard, "writeText").mockImplementation(mockWriteText);
+    } else {
+      Object.defineProperty(navigator, "clipboard", {
+        value: {
+          writeText: mockWriteText,
+        },
+        writable: true,
+        configurable: true,
+      });
+    }
+
+    render(
+      <RequestResponsePanel
+        row={{ original: baseLogEntry }}
+        hasMessages={true}
+        hasResponse={true}
+        hasError={false}
+        errorInfo={null}
+        getRawRequest={mockGetRawRequest}
+        formattedResponse={mockFormattedResponse}
+      />,
+    );
+
+    const copyButtons = screen.getAllByRole("button");
+    const copyRequestButton = copyButtons.find((button) => button.getAttribute("title") === "Copy request");
+
+    expect(copyRequestButton).toBeInTheDocument();
+
+    await act(async () => {
+      await user.click(copyRequestButton!);
+    });
+
+    expect(mockGetRawRequest).toHaveBeenCalled();
+    expect(mockWriteText).toHaveBeenCalledWith(JSON.stringify({ test: "request data" }, null, 2));
+    expect(mockNotificationsManager.success).toHaveBeenCalledWith("Request copied to clipboard");
+  });
+
+  it("should copy response to clipboard when copy button is clicked", async () => {
+    const user = userEvent.setup();
+    const mockGetRawRequest = vi.fn().mockReturnValue({ test: "request" });
+    const mockFormattedResponse = vi.fn().mockReturnValue({ test: "response data" });
+    const mockWriteText = vi.fn().mockResolvedValue(undefined);
+
+    if (navigator.clipboard) {
+      vi.spyOn(navigator.clipboard, "writeText").mockImplementation(mockWriteText);
+    } else {
+      Object.defineProperty(navigator, "clipboard", {
+        value: {
+          writeText: mockWriteText,
+        },
+        writable: true,
+        configurable: true,
+      });
+    }
+
+    render(
+      <RequestResponsePanel
+        row={{ original: baseLogEntry }}
+        hasMessages={true}
+        hasResponse={true}
+        hasError={false}
+        errorInfo={null}
+        getRawRequest={mockGetRawRequest}
+        formattedResponse={mockFormattedResponse}
+      />,
+    );
+
+    const copyButtons = screen.getAllByRole("button");
+    const copyResponseButton = copyButtons.find((button) => button.getAttribute("title") === "Copy response");
+
+    expect(copyResponseButton).toBeInTheDocument();
+    expect(copyResponseButton).not.toBeDisabled();
+
+    await act(async () => {
+      await user.click(copyResponseButton!);
+    });
+
+    expect(mockFormattedResponse).toHaveBeenCalled();
+    expect(mockWriteText).toHaveBeenCalledWith(JSON.stringify({ test: "response data" }, null, 2));
+    expect(mockNotificationsManager.success).toHaveBeenCalledWith("Response copied to clipboard");
+  });
+});
diff --git a/ui/litellm-dashboard/src/components/view_logs/RequestResponsePanel.tsx b/ui/litellm-dashboard/src/components/view_logs/RequestResponsePanel.tsx
index 407d99fdd7f..97a9272f1e0 100644
--- a/ui/litellm-dashboard/src/components/view_logs/RequestResponsePanel.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/RequestResponsePanel.tsx
@@ -1,6 +1,7 @@
 import { LogEntry } from "./columns";
 import NotificationsManager from "../molecules/notifications_manager";
-import { JsonView, allExpanded, defaultStyles } from 'react-json-view-lite';
+import { JsonView, defaultStyles } from "react-json-view-lite";
+import "react-json-view-lite/dist/index.css";
 
 interface RequestResponsePanelProps {
   row: {
@@ -95,15 +96,7 @@ export function RequestResponsePanel({
           </button>
         </div>
         <div className="p-4 overflow-auto max-h-96 w-full max-w-full box-border">
-          <pre className="text-xs font-mono whitespace-pre-wrap break-all w-full max-w-full overflow-hidden break-words">
-            {/* {JSON.stringify(getRawRequest(), null, 2)} */}
-            <JsonView
-              data={getRawRequest()}
-              shouldExpandNode={allExpanded}
-              style={defaultStyles}
-              clickToExpandNode={true}
-            />
-          </pre>
+          <JsonView data={getRawRequest()} style={defaultStyles} clickToExpandNode={true} />
         </div>
       </div>
 
@@ -136,17 +129,9 @@ export function RequestResponsePanel({
             </svg>
           </button>
         </div>
-        <div className="p-4 overflow-auto max-h-96 bg-gray-50 w-full max-w-full box-border">
+        <div className="p-4 overflow-auto max-h-96 w-full max-w-full box-border">
           {hasResponse ? (
-            <pre className="text-xs font-mono whitespace-pre-wrap break-all w-full max-w-full overflow-hidden break-words">
-              {/* {JSON.stringify(formattedResponse(), null, 2)} */}
-              <JsonView
-                data={formattedResponse()}
-                shouldExpandNode={allExpanded}
-                style={defaultStyles}
-                clickToExpandNode={true}
-              />
-            </pre>
+            <JsonView data={formattedResponse()} style={defaultStyles} clickToExpandNode={true} />
           ) : (
             <div className="text-gray-500 text-sm italic text-center py-4">Response data not available</div>
           )}

From 2f045f07a2c262f277ba599f30d9e2027974cfb3 Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 15:08:00 -0800
Subject: [PATCH 26/37] Adding loading states to edit settings

---
 .../src/components/model_info_view.tsx        |  1 +
 .../organization/organization_view.tsx        | 10 ++++++--
 .../src/components/team/team_info.tsx         | 10 ++++++--
 .../components/templates/key_edit_view.tsx    | 24 ++++++++++++-------
 4 files changed, 33 insertions(+), 12 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/model_info_view.tsx b/ui/litellm-dashboard/src/components/model_info_view.tsx
index 2563c90f59c..64f96ac915d 100644
--- a/ui/litellm-dashboard/src/components/model_info_view.tsx
+++ b/ui/litellm-dashboard/src/components/model_info_view.tsx
@@ -966,6 +966,7 @@ export default function ModelInfoView({
                             setIsDirty(false);
                             setIsEditing(false);
                           }}
+                          disabled={isSaving}
                         >
                           Cancel
                         </TremorButton>
diff --git a/ui/litellm-dashboard/src/components/organization/organization_view.tsx b/ui/litellm-dashboard/src/components/organization/organization_view.tsx
index b284519ce13..76f5e81b2fc 100644
--- a/ui/litellm-dashboard/src/components/organization/organization_view.tsx
+++ b/ui/litellm-dashboard/src/components/organization/organization_view.tsx
@@ -69,6 +69,7 @@ const OrganizationInfoView: React.FC<OrganizationInfoProps> = ({
   const [isEditMemberModalVisible, setIsEditMemberModalVisible] = useState(false);
   const [selectedEditMember, setSelectedEditMember] = useState<Member | null>(null);
   const [copiedStates, setCopiedStates] = useState<Record<string, boolean>>({});
+  const [isOrgSaving, setIsOrgSaving] = useState(false);
   const canEditOrg = is_org_admin || is_proxy_admin;
 
   const fetchOrgInfo = async () => {
@@ -151,6 +152,7 @@ const OrganizationInfoView: React.FC<OrganizationInfoProps> = ({
   const handleOrgUpdate = async (values: any) => {
     try {
       if (!accessToken) return;
+      setIsOrgSaving(true);
 
       const updateData: any = {
         organization_id: organizationId,
@@ -194,6 +196,8 @@ const OrganizationInfoView: React.FC<OrganizationInfoProps> = ({
     } catch (error) {
       NotificationsManager.fromBackend("Failed to update organization settings");
       console.error("Error updating organization:", error);
+    } finally {
+      setIsOrgSaving(false);
     }
   };
 
@@ -492,10 +496,12 @@ const OrganizationInfoView: React.FC<OrganizationInfoProps> = ({
 
                   <div className="sticky z-10 bg-white p-4 border-t border-gray-200 bottom-[-1.5rem] inset-x-[-1.5rem]">
                     <div className="flex justify-end items-center gap-2">
-                      <TremorButton variant="secondary" onClick={() => setIsEditing(false)}>
+                      <TremorButton variant="secondary" onClick={() => setIsEditing(false)} disabled={isOrgSaving}>
                         Cancel
                       </TremorButton>
-                      <TremorButton type="submit">Save Changes</TremorButton>
+                      <TremorButton type="submit" loading={isOrgSaving}>
+                        Save Changes
+                      </TremorButton>
                     </div>
                   </div>
                 </Form>
diff --git a/ui/litellm-dashboard/src/components/team/team_info.tsx b/ui/litellm-dashboard/src/components/team/team_info.tsx
index 1c6ba629ef7..a53d35e57bb 100644
--- a/ui/litellm-dashboard/src/components/team/team_info.tsx
+++ b/ui/litellm-dashboard/src/components/team/team_info.tsx
@@ -142,6 +142,7 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
   const [memberToDelete, setMemberToDelete] = useState<Member | null>(null);
   const [isDeleteModalOpen, setIsDeleteModalOpen] = useState(false);
   const [isDeleting, setIsDeleting] = useState(false);
+  const [isTeamSaving, setIsTeamSaving] = useState(false);
 
   console.log("userModels in team info", userModels);
 
@@ -310,6 +311,7 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
   const handleTeamUpdate = async (values: any) => {
     try {
       if (!accessToken) return;
+      setIsTeamSaving(true);
 
       let parsedMetadata = {};
       try {
@@ -387,6 +389,8 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
       fetchTeamInfo();
     } catch (error) {
       console.error("Error updating team:", error);
+    } finally {
+      setIsTeamSaving(false);
     }
   };
 
@@ -770,10 +774,12 @@ const TeamInfoView: React.FC<TeamInfoProps> = ({
 
                   <div className="sticky z-10 bg-white p-4 border-t border-gray-200 bottom-[-1.5rem] inset-x-[-1.5rem]">
                     <div className="flex justify-end items-center gap-2">
-                      <TremorButton variant="secondary" onClick={() => setIsEditing(false)}>
+                      <TremorButton variant="secondary" onClick={() => setIsEditing(false)} disabled={isTeamSaving}>
                         Cancel
                       </TremorButton>
-                      <TremorButton type="submit">Save Changes</TremorButton>
+                      <TremorButton type="submit" loading={isTeamSaving}>
+                        Save Changes
+                      </TremorButton>
                     </div>
                   </div>
                 </Form>
diff --git a/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx b/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx
index 8c101486404..d7376fde146 100644
--- a/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx
+++ b/ui/litellm-dashboard/src/components/templates/key_edit_view.tsx
@@ -95,6 +95,7 @@ export function KeyEditView({
   );
   const [autoRotationEnabled, setAutoRotationEnabled] = useState<boolean>(keyData.auto_rotate || false);
   const [rotationInterval, setRotationInterval] = useState<string>(keyData.rotation_interval || "");
+  const [isKeySaving, setIsKeySaving] = useState(false);
 
   const fetchMcpAccessGroups = async () => {
     if (!accessToken) return;
@@ -236,8 +237,17 @@ export function KeyEditView({
 
   console.log("premiumUser:", premiumUser);
 
+  const handleSubmit = async (values: any) => {
+    try {
+      setIsKeySaving(true);
+      await onSubmit(values);
+    } finally {
+      setIsKeySaving(false);
+    }
+  };
+
   return (
-    <Form form={form} onFinish={onSubmit} initialValues={initialValues} layout="vertical">
+    <Form form={form} onFinish={handleSubmit} initialValues={initialValues} layout="vertical">
       <Form.Item label="Key Alias" name="key_alias">
         <TextInput />
       </Form.Item>
@@ -403,11 +413,7 @@ export function KeyEditView({
         name="disable_global_guardrails"
         valuePropName="checked"
       >
-        <Switch 
-          disabled={!premiumUser}
-          checkedChildren="Yes"
-          unCheckedChildren="No"
-        />
+        <Switch disabled={!premiumUser} checkedChildren="Yes" unCheckedChildren="No" />
       </Form.Item>
 
       <Form.Item label="Tags" name="tags">
@@ -573,10 +579,12 @@ export function KeyEditView({
 
       <div className="sticky z-10 bg-white p-4 border-t border-gray-200 bottom-[-1.5rem] inset-x-[-1.5rem]">
         <div className="flex justify-end items-center gap-2">
-          <TremorButton variant="secondary" onClick={onCancel}>
+          <TremorButton variant="secondary" onClick={onCancel} disabled={isKeySaving}>
             Cancel
           </TremorButton>
-          <TremorButton type="submit">Save Changes</TremorButton>
+          <TremorButton type="submit" loading={isKeySaving}>
+            Save Changes
+          </TremorButton>
         </div>
       </div>
     </Form>

From 4aea2df98617249681c140640811cbcb306cf135 Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 16:19:50 -0800
Subject: [PATCH 27/37] Various Text, button state, and test changes

---
 .../EntityUsageExportModal.test.tsx           | 20 ++++----
 .../EntityUsageExportModal.tsx                | 42 ++-------------
 .../src/components/EntityUsageExport/utils.ts | 51 ++++++++++++++++++-
 .../components/guardrails/pii_components.tsx  | 16 +++---
 .../src/components/mcp_tools/mcp_servers.tsx  |  1 +
 5 files changed, 71 insertions(+), 59 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.test.tsx b/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.test.tsx
index dae758e7e71..d881e225273 100644
--- a/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.test.tsx
+++ b/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.test.tsx
@@ -17,6 +17,8 @@ import EntityUsageExportModal from "./EntityUsageExportModal";
 // Mock utilities that format/export data so tests stay fast and deterministic
 vi.mock("./utils", () => {
   return {
+    handleExportCSV: vi.fn(),
+    handleExportJSON: vi.fn(),
     generateExportData: vi.fn(() => [{ Date: "2025-10-01" }]),
     generateMetadata: vi.fn(() => ({ meta: true })),
   };
@@ -66,11 +68,11 @@ describe("EntityUsageExportModal", () => {
   it("renders default state and exports CSV (daily) successfully", async () => {
     /**
      * Tests the happy path: user opens modal and exports with defaults.
-     * Verifies that generateExportData is called with 'daily' scope
+     * Verifies that handleExportCSV is called with correct parameters
      * and modal closes after export completes.
      */
     const user = userEvent.setup();
-    const { generateExportData } = await import("./utils");
+    const { handleExportCSV } = await import("./utils");
 
     const { getByRole } = render(<EntityUsageExportModal {...baseProps} />);
 
@@ -80,10 +82,8 @@ describe("EntityUsageExportModal", () => {
     // Click export
     await user.click(getByRole("button", { name: /Export CSV/i }));
 
-    // Verifies export pipeline was invoked with default scope 'daily'
-    expect(generateExportData).toHaveBeenCalled();
-    const callArgs = (generateExportData as any).mock.calls[0];
-    expect(callArgs[1]).toBe("daily");
+    // Verifies export function was invoked with correct parameters
+    expect(handleExportCSV).toHaveBeenCalledWith(baseProps.spendData, "daily", "Tag", "tag");
 
     // Modal closes after export
     expect(baseProps.onClose).toHaveBeenCalled();
@@ -92,11 +92,11 @@ describe("EntityUsageExportModal", () => {
   it("exports with 'day-by-day by tag and model' scope when selected", async () => {
     /**
      * Tests that user can change export type (scope).
-     * Verifies generateExportData receives 'daily_with_models' scope
+     * Verifies handleExportCSV receives 'daily_with_models' scope
      * when the second radio option is selected.
      */
     const user = userEvent.setup();
-    const { generateExportData } = await import("./utils");
+    const { handleExportCSV } = await import("./utils");
 
     const { getByText, getByRole } = render(<EntityUsageExportModal {...baseProps} />);
 
@@ -109,9 +109,7 @@ describe("EntityUsageExportModal", () => {
     await user.click(exportBtn);
 
     // Ensure the selected scope flowed through
-    expect(generateExportData).toHaveBeenCalled();
-    const callArgs = (generateExportData as any).mock.calls.at(-1);
-    expect(callArgs[1]).toBe("daily_with_models");
+    expect(handleExportCSV).toHaveBeenCalledWith(baseProps.spendData, "daily_with_models", "Tag", "tag");
 
     // Modal closes after export
     expect(baseProps.onClose).toHaveBeenCalled();
diff --git a/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.tsx b/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.tsx
index 672643f2ad9..5b40d761983 100644
--- a/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.tsx
+++ b/ui/litellm-dashboard/src/components/EntityUsageExport/EntityUsageExportModal.tsx
@@ -1,12 +1,11 @@
 import React, { useState } from "react";
 import { Button } from "@tremor/react";
 import { Modal } from "antd";
-import Papa from "papaparse";
 import NotificationsManager from "../molecules/notifications_manager";
 import ExportSummary from "./ExportSummary";
 import ExportTypeSelector from "./ExportTypeSelector";
 import ExportFormatSelector from "./ExportFormatSelector";
-import { generateExportData, generateMetadata } from "./utils";
+import { handleExportCSV, handleExportJSON } from "./utils";
 import type { EntityUsageExportModalProps, ExportFormat, ExportScope } from "./types";
 
 const EntityUsageExportModal: React.FC<EntityUsageExportModalProps> = ({
@@ -25,50 +24,15 @@ const EntityUsageExportModal: React.FC<EntityUsageExportModalProps> = ({
   const entityLabel = entityType.charAt(0).toUpperCase() + entityType.slice(1);
   const modalTitle = customTitle || `Export ${entityLabel} Usage`;
 
-  const handleExportCSV = () => {
-    const data = generateExportData(spendData, exportScope, entityLabel);
-    const csv = Papa.unparse(data);
-    const blob = new Blob([csv], { type: "text/csv;charset=utf-8;" });
-    const url = window.URL.createObjectURL(blob);
-    const a = document.createElement("a");
-    a.href = url;
-    const fileName = `${entityType}_usage_${exportScope}_${new Date().toISOString().split("T")[0]}.csv`;
-    a.download = fileName;
-    document.body.appendChild(a);
-    a.click();
-    document.body.removeChild(a);
-    window.URL.revokeObjectURL(url);
-  };
-
-  const handleExportJSON = () => {
-    const data = generateExportData(spendData, exportScope, entityLabel);
-    const metadata = generateMetadata(entityType, dateRange, selectedFilters, exportScope, spendData);
-    const exportObject = {
-      metadata,
-      data,
-    };
-    const jsonString = JSON.stringify(exportObject, null, 2);
-    const blob = new Blob([jsonString], { type: "application/json" });
-    const url = window.URL.createObjectURL(blob);
-    const a = document.createElement("a");
-    a.href = url;
-    const fileName = `${entityType}_usage_${exportScope}_${new Date().toISOString().split("T")[0]}.json`;
-    a.download = fileName;
-    document.body.appendChild(a);
-    a.click();
-    document.body.removeChild(a);
-    window.URL.revokeObjectURL(url);
-  };
-
   const handleExport = async (format?: ExportFormat) => {
     const formatToUse = format || exportFormat;
     setIsExporting(true);
     try {
       if (formatToUse === "csv") {
-        handleExportCSV();
+        handleExportCSV(spendData, exportScope, entityLabel, entityType);
         NotificationsManager.success(`${entityLabel} usage data exported successfully as CSV`);
       } else {
-        handleExportJSON();
+        handleExportJSON(spendData, exportScope, entityLabel, entityType, dateRange, selectedFilters);
         NotificationsManager.success(`${entityLabel} usage data exported successfully as JSON`);
       }
       onClose();
diff --git a/ui/litellm-dashboard/src/components/EntityUsageExport/utils.ts b/ui/litellm-dashboard/src/components/EntityUsageExport/utils.ts
index 87ca860657f..1327e158a6e 100644
--- a/ui/litellm-dashboard/src/components/EntityUsageExport/utils.ts
+++ b/ui/litellm-dashboard/src/components/EntityUsageExport/utils.ts
@@ -1,5 +1,7 @@
 import { formatNumberWithCommas } from "@/utils/dataUtils";
+import Papa from "papaparse";
 import type { EntitySpendData, EntityBreakdown, ExportMetadata, ExportScope } from "./types";
+import type { DateRangePickerValue } from "@tremor/react";
 
 export const getEntityBreakdown = (spendData: EntitySpendData): EntityBreakdown[] => {
   const entitySpend: { [key: string]: EntityBreakdown } = {};
@@ -138,7 +140,7 @@ export const generateExportData = (
 
 export const generateMetadata = (
   entityType: "tag" | "team" | "organization",
-  dateRange: { from?: Date; to?: Date },
+  dateRange: DateRangePickerValue,
   selectedFilters: string[],
   exportScope: ExportScope,
   spendData: EntitySpendData,
@@ -159,3 +161,50 @@ export const generateMetadata = (
     total_tokens: spendData.metadata.total_tokens,
   },
 });
+
+export const handleExportCSV = (
+  spendData: EntitySpendData,
+  exportScope: ExportScope,
+  entityLabel: string,
+  entityType: "tag" | "team" | "organization",
+): void => {
+  const data = generateExportData(spendData, exportScope, entityLabel);
+  const csv = Papa.unparse(data);
+  const blob = new Blob([csv], { type: "text/csv;charset=utf-8;" });
+  const url = window.URL.createObjectURL(blob);
+  const a = document.createElement("a");
+  a.href = url;
+  const fileName = `${entityType}_usage_${exportScope}_${new Date().toISOString().split("T")[0]}.csv`;
+  a.download = fileName;
+  document.body.appendChild(a);
+  a.click();
+  document.body.removeChild(a);
+  window.URL.revokeObjectURL(url);
+};
+
+export const handleExportJSON = (
+  spendData: EntitySpendData,
+  exportScope: ExportScope,
+  entityLabel: string,
+  entityType: "tag" | "team" | "organization",
+  dateRange: DateRangePickerValue,
+  selectedFilters: string[],
+): void => {
+  const data = generateExportData(spendData, exportScope, entityLabel);
+  const metadata = generateMetadata(entityType, dateRange, selectedFilters, exportScope, spendData);
+  const exportObject = {
+    metadata,
+    data,
+  };
+  const jsonString = JSON.stringify(exportObject, null, 2);
+  const blob = new Blob([jsonString], { type: "application/json" });
+  const url = window.URL.createObjectURL(blob);
+  const a = document.createElement("a");
+  a.href = url;
+  const fileName = `${entityType}_usage_${exportScope}_${new Date().toISOString().split("T")[0]}.json`;
+  a.download = fileName;
+  document.body.appendChild(a);
+  a.click();
+  document.body.removeChild(a);
+  window.URL.revokeObjectURL(url);
+};
diff --git a/ui/litellm-dashboard/src/components/guardrails/pii_components.tsx b/ui/litellm-dashboard/src/components/guardrails/pii_components.tsx
index e3b3926b994..3365e866aa9 100644
--- a/ui/litellm-dashboard/src/components/guardrails/pii_components.tsx
+++ b/ui/litellm-dashboard/src/components/guardrails/pii_components.tsx
@@ -82,31 +82,31 @@ export const QuickActions: React.FC<QuickActionsProps> = ({ onSelectAll, onUnsel
           </Tooltip>
         </div>
         <Button
-          type="default"
-          danger
+          color="danger"
+          variant="outlined"
           onClick={onUnselectAll}
           disabled={!hasSelectedEntities}
           icon={<CloseOutlined />}
-          className="border-gray-300 hover:text-red-600 hover:border-red-300"
         >
           Unselect All
         </Button>
       </div>
       <div className="grid grid-cols-2 gap-4">
         <Button
-          type="default"
+          color="primary"
+          variant="outlined"
           onClick={() => onSelectAll("MASK")}
-          className="flex items-center justify-center h-10 border-blue-200 hover:border-blue-300 hover:text-blue-700 bg-blue-50 hover:bg-blue-100 text-blue-600"
+          className="h-10"
           block
           icon={<EyeInvisibleOutlined />}
         >
           Select All & Mask
         </Button>
         <Button
-          type="default"
-          danger
+          color="danger"
+          variant="outlined"
           onClick={() => onSelectAll("BLOCK")}
-          className="flex items-center justify-center h-10 border-red-200 hover:border-red-300 hover:text-red-700 bg-red-50 hover:bg-red-100 text-red-600"
+          className="h-10 hover:bg-red-100"
           block
           icon={<StopOutlined />}
         >
diff --git a/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.tsx b/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.tsx
index 655d024e705..a46738ab365 100644
--- a/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.tsx
+++ b/ui/litellm-dashboard/src/components/mcp_tools/mcp_servers.tsx
@@ -292,6 +292,7 @@ const MCPServers: React.FC<MCPServerProps> = ({ accessToken, userRole, userID })
             getRowCanExpand={() => false}
             isLoading={isLoadingServers}
             noDataMessage="No MCP servers configured"
+            loadingMessage="🚅 Loading MCP servers..."
           />
         </div>
       </div>

From 6bbc17771ff98ae8188292bedeab5004d7ac47c5 Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 16:44:28 -0800
Subject: [PATCH 28/37] Fix fallbacks immediately deleting before api resolves

---
 .../src/components/fallbacks.test.tsx         | 76 +++++++------------
 .../src/components/fallbacks.tsx              | 44 ++++++-----
 2 files changed, 53 insertions(+), 67 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/fallbacks.test.tsx b/ui/litellm-dashboard/src/components/fallbacks.test.tsx
index 45aa06dbaf1..e6db11270cd 100644
--- a/ui/litellm-dashboard/src/components/fallbacks.test.tsx
+++ b/ui/litellm-dashboard/src/components/fallbacks.test.tsx
@@ -1,5 +1,5 @@
-import { render, waitFor } from "@testing-library/react";
-import { beforeAll, beforeEach, describe, expect, it, vi } from "vitest";
+import { render, screen, waitFor } from "@testing-library/react";
+import { beforeEach, describe, expect, it, vi } from "vitest";
 import Fallbacks from "./fallbacks";
 import { getCallbacksCall, setCallbacksCall } from "./networking";
 
@@ -8,17 +8,6 @@ vi.mock("./networking", () => ({
   setCallbacksCall: vi.fn(),
 }));
 
-vi.mock("./molecules/notifications_manager", () => ({
-  __esModule: true,
-  default: {
-    success: vi.fn(),
-    fromBackend: vi.fn(),
-    info: vi.fn(),
-    warning: vi.fn(),
-    clear: vi.fn(),
-  },
-}));
-
 vi.mock("./add_fallbacks", () => ({
   __esModule: true,
   default: () => <div>Mock Add Fallbacks</div>,
@@ -29,38 +18,15 @@ vi.mock("openai", () => ({
     OpenAI: vi.fn().mockImplementation(() => ({
       chat: {
         completions: {
-          create: vi.fn(),
+          create: vi.fn().mockResolvedValue({
+            model: "test-model",
+          }),
         },
       },
     })),
   },
 }));
 
-// Polyfill ResizeObserver for components relying on it in tests
-if (typeof window !== "undefined" && !window.ResizeObserver) {
-  window.ResizeObserver = class ResizeObserver {
-    observe() {}
-    unobserve() {}
-    disconnect() {}
-  };
-}
-
-beforeAll(() => {
-  Object.defineProperty(window, "matchMedia", {
-    writable: true,
-    value: vi.fn().mockImplementation((query: string) => ({
-      matches: false,
-      media: query,
-      onchange: null,
-      addListener: vi.fn(),
-      removeListener: vi.fn(),
-      addEventListener: vi.fn(),
-      removeEventListener: vi.fn(),
-      dispatchEvent: vi.fn(),
-    })),
-  });
-});
-
 describe("Fallbacks", () => {
   const defaultProps = {
     accessToken: "token",
@@ -78,15 +44,14 @@ describe("Fallbacks", () => {
         fallbacks: [],
       },
     });
+    mockSetCallbacksCall.mockResolvedValue({});
   });
 
-  it("should render an empty table with headers when access token is provided", async () => {
-    const { getByText } = render(<Fallbacks {...defaultProps} />);
+  it("should render", async () => {
+    render(<Fallbacks {...defaultProps} />);
 
     await waitFor(() => {
-      expect(getByText("Model Name")).toBeInTheDocument();
-      expect(getByText("Fallbacks")).toBeInTheDocument();
-      expect(getByText("Actions")).toBeInTheDocument();
+      expect(screen.getByRole("columnheader", { name: "Model Name" })).toBeInTheDocument();
     });
   });
 
@@ -99,13 +64,13 @@ describe("Fallbacks", () => {
 
     mockGetCallbacksCall.mockResolvedValue(mockFallbackData);
 
-    const { getByText } = render(<Fallbacks {...defaultProps} />);
+    render(<Fallbacks {...defaultProps} />);
 
     await waitFor(() => {
-      expect(getByText("xai/grok-2")).toBeInTheDocument();
-      expect(getByText("xai/grok-4, gpt-4")).toBeInTheDocument();
-      expect(getByText("gpt-3.5-turbo")).toBeInTheDocument();
-      expect(getByText("gpt-4")).toBeInTheDocument();
+      expect(screen.getByText("xai/grok-2")).toBeInTheDocument();
+      expect(screen.getByText("xai/grok-4, gpt-4")).toBeInTheDocument();
+      expect(screen.getByText("gpt-3.5-turbo")).toBeInTheDocument();
+      expect(screen.getByText("gpt-4")).toBeInTheDocument();
     });
 
     expect(mockGetCallbacksCall).toHaveBeenCalledWith(
@@ -114,4 +79,17 @@ describe("Fallbacks", () => {
       defaultProps.userRole,
     );
   });
+
+  it("should render AddFallbacks component", async () => {
+    render(<Fallbacks {...defaultProps} />);
+
+    await waitFor(() => {
+      expect(screen.getByText("Mock Add Fallbacks")).toBeInTheDocument();
+    });
+  });
+
+  it("should not render when access token is not provided", () => {
+    const { container } = render(<Fallbacks {...defaultProps} accessToken={null} />);
+    expect(container.firstChild).toBeNull();
+  });
 });
diff --git a/ui/litellm-dashboard/src/components/fallbacks.tsx b/ui/litellm-dashboard/src/components/fallbacks.tsx
index cacf3869b13..dc90ae79136 100644
--- a/ui/litellm-dashboard/src/components/fallbacks.tsx
+++ b/ui/litellm-dashboard/src/components/fallbacks.tsx
@@ -1,9 +1,10 @@
 import { PlayIcon, TrashIcon } from "@heroicons/react/outline";
 import { Icon, Table, TableBody, TableCell, TableHead, TableHeaderCell, TableRow } from "@tremor/react";
-import { Modal, Tooltip } from "antd";
+import { Tooltip } from "antd";
 import openai from "openai";
 import React, { useEffect, useState } from "react";
 import AddFallbacks from "./add_fallbacks";
+import DeleteResourceModal from "./common_components/DeleteResourceModal";
 import NotificationsManager from "./molecules/notifications_manager";
 import { getCallbacksCall, setCallbacksCall } from "./networking";
 
@@ -68,6 +69,7 @@ const Fallbacks: React.FC<FallbacksProps> = ({ accessToken, userRole, userID, mo
   const [routerSettings, setRouterSettings] = useState<{ [key: string]: any }>({});
   const [isDeleting, setIsDeleting] = useState(false);
   const [fallbackToDelete, setFallbackToDelete] = useState<FallbackEntry | null>(null);
+  const [isDeleteModalOpen, setIsDeleteModalOpen] = useState(false);
 
   useEffect(() => {
     if (!accessToken || !userRole || !userID) {
@@ -85,6 +87,7 @@ const Fallbacks: React.FC<FallbacksProps> = ({ accessToken, userRole, userID, mo
 
   const handleDeleteClick = (fallbackEntry: FallbackEntry) => {
     setFallbackToDelete(fallbackEntry);
+    setIsDeleteModalOpen(true);
   };
 
   const handleDeleteConfirm = async () => {
@@ -100,10 +103,11 @@ const Fallbacks: React.FC<FallbacksProps> = ({ accessToken, userRole, userID, mo
 
     const updatedFallbacks = routerSettings["fallbacks"]
       .map((dict: FallbackEntry) => {
-        if (key in dict && Array.isArray(dict[key])) {
-          delete dict[key];
+        const newDict = { ...dict };
+        if (key in newDict && Array.isArray(newDict[key])) {
+          delete newDict[key];
         }
-        return dict;
+        return newDict;
       })
       .filter((dict: FallbackEntry) => Object.keys(dict).length > 0);
 
@@ -124,11 +128,13 @@ const Fallbacks: React.FC<FallbacksProps> = ({ accessToken, userRole, userID, mo
       NotificationsManager.fromBackend("Failed to update router settings: " + error);
     } finally {
       setIsDeleting(false);
+      setIsDeleteModalOpen(false);
       setFallbackToDelete(null);
     }
   };
 
   const handleDeleteCancel = () => {
+    setIsDeleteModalOpen(false);
     setFallbackToDelete(null);
   };
 
@@ -183,20 +189,22 @@ const Fallbacks: React.FC<FallbacksProps> = ({ accessToken, userRole, userID, mo
             )}
         </TableBody>
       </Table>
-      {fallbackToDelete && (
-        <Modal
-          title="Delete Fallback"
-          open={fallbackToDelete !== null}
-          onOk={handleDeleteConfirm}
-          onCancel={handleDeleteCancel}
-          confirmLoading={isDeleting}
-          okText="Delete"
-          okButtonProps={{ danger: true }}
-        >
-          <p>Are you sure you want to delete fallback: {Object.keys(fallbackToDelete)[0]} ?</p>
-          <p>This action cannot be undone.</p>
-        </Modal>
-      )}
+      <DeleteResourceModal
+        isOpen={isDeleteModalOpen}
+        title="Delete Fallback?"
+        message="Are you sure you want to delete this fallback? This action cannot be undone."
+        resourceInformationTitle="Fallback Information"
+        resourceInformation={[
+          {
+            label: "Model Name",
+            value: fallbackToDelete ? Object.keys(fallbackToDelete)[0] : "",
+            code: true,
+          },
+        ]}
+        onCancel={handleDeleteCancel}
+        onOk={handleDeleteConfirm}
+        confirmLoading={isDeleting}
+      />
     </>
   );
 };

From fb5429bfe7a14c0eb4ae9657e4eb7e00a4ca4250 Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 17:21:51 -0800
Subject: [PATCH 29/37] Remove Feature Flags

---
 .../components/SidebarProvider.tsx            |  11 +-
 ui/litellm-dashboard/src/app/layout.tsx       |   8 +-
 ui/litellm-dashboard/src/app/page.tsx         |   2 -
 .../src/components/navbar.tsx                 |  16 +-
 .../src/components/public_model_hub.test.tsx  |   7 +-
 .../src/hooks/useFeatureFlags.test.tsx        | 296 ------------------
 .../src/hooks/useFeatureFlags.tsx             | 137 --------
 7 files changed, 6 insertions(+), 471 deletions(-)
 delete mode 100644 ui/litellm-dashboard/src/hooks/useFeatureFlags.test.tsx
 delete mode 100644 ui/litellm-dashboard/src/hooks/useFeatureFlags.tsx

diff --git a/ui/litellm-dashboard/src/app/(dashboard)/components/SidebarProvider.tsx b/ui/litellm-dashboard/src/app/(dashboard)/components/SidebarProvider.tsx
index cb7f0f1a32c..c522d4ce1e5 100644
--- a/ui/litellm-dashboard/src/app/(dashboard)/components/SidebarProvider.tsx
+++ b/ui/litellm-dashboard/src/app/(dashboard)/components/SidebarProvider.tsx
@@ -1,21 +1,16 @@
-import useFeatureFlags from "@/hooks/useFeatureFlags";
-import Sidebar from "@/components/leftnav";
-import Sidebar2 from "@/app/(dashboard)/components/Sidebar2";
 import useAuthorized from "@/app/(dashboard)/hooks/useAuthorized";
+import Sidebar from "@/components/leftnav";
 
 interface SidebarProviderProps {
+  setPage: (page: string) => void;
   defaultSelectedKey: string;
-  setPage: (newPage: string) => void;
   sidebarCollapsed: boolean;
 }
 
 const SidebarProvider = ({ setPage, defaultSelectedKey, sidebarCollapsed }: SidebarProviderProps) => {
-  const { refactoredUIFlag } = useFeatureFlags();
   const { accessToken, userRole } = useAuthorized();
 
-  return refactoredUIFlag ? (
-    <Sidebar2 accessToken={accessToken} defaultSelectedKey={defaultSelectedKey} userRole={userRole} />
-  ) : (
+  return (
     <Sidebar
       accessToken={accessToken}
       setPage={setPage}
diff --git a/ui/litellm-dashboard/src/app/layout.tsx b/ui/litellm-dashboard/src/app/layout.tsx
index 9b6c027a56c..95c485fe2f0 100644
--- a/ui/litellm-dashboard/src/app/layout.tsx
+++ b/ui/litellm-dashboard/src/app/layout.tsx
@@ -1,7 +1,6 @@
 import type { Metadata } from "next";
 import { Inter } from "next/font/google";
 import "./globals.css";
-import { FeatureFlagsProvider } from "@/hooks/useFeatureFlags";
 
 const inter = Inter({ subsets: ["latin"] });
 
@@ -18,12 +17,7 @@ export default function RootLayout({
 }>) {
   return (
     <html lang="en">
-
-        <body className={inter.className}>
-          <FeatureFlagsProvider>
-            {children}
-          </FeatureFlagsProvider>
-        </body>
+      <body className={inter.className}>{children}</body>
     </html>
   );
 }
diff --git a/ui/litellm-dashboard/src/app/page.tsx b/ui/litellm-dashboard/src/app/page.tsx
index 56c35804df9..422d140e07c 100644
--- a/ui/litellm-dashboard/src/app/page.tsx
+++ b/ui/litellm-dashboard/src/app/page.tsx
@@ -40,7 +40,6 @@ import UIThemeSettings from "@/components/ui_theme_settings";
 import { CostTrackingSettings } from "@/components/CostTrackingSettings";
 import { UiLoadingSpinner } from "@/components/ui/ui-loading-spinner";
 import { cx } from "@/lib/cva.config";
-import useFeatureFlags from "@/hooks/useFeatureFlags";
 import SidebarProvider from "@/app/(dashboard)/components/SidebarProvider";
 import OldTeams from "@/components/OldTeams";
 import { SearchTools } from "@/components/search_tools";
@@ -147,7 +146,6 @@ export default function CreateKeyPage() {
   const [createClicked, setCreateClicked] = useState<boolean>(false);
   const [authLoading, setAuthLoading] = useState(true);
   const [userID, setUserID] = useState<string | null>(null);
-  const { refactoredUIFlag } = useFeatureFlags();
 
   const invitation_id = searchParams.get("invitation_id");
 
diff --git a/ui/litellm-dashboard/src/components/navbar.tsx b/ui/litellm-dashboard/src/components/navbar.tsx
index 667691168ca..9113a0f54c0 100644
--- a/ui/litellm-dashboard/src/components/navbar.tsx
+++ b/ui/litellm-dashboard/src/components/navbar.tsx
@@ -1,7 +1,7 @@
 import Link from "next/link";
 import React, { useState, useEffect } from "react";
 import type { MenuProps } from "antd";
-import { Dropdown, Tooltip, Switch } from "antd";
+import { Dropdown, Tooltip } from "antd";
 import { getProxyBaseUrl } from "@/components/networking";
 import {
   UserOutlined,
@@ -15,7 +15,6 @@ import {
 import { clearTokenCookies } from "@/utils/cookieUtils";
 import { fetchProxySettings } from "@/utils/proxyUtils";
 import { useTheme } from "@/contexts/ThemeContext";
-import useFeatureFlags from "@/hooks/useFeatureFlags";
 
 interface NavbarProps {
   userID: string | null;
@@ -45,7 +44,6 @@ const Navbar: React.FC<NavbarProps> = ({
   const baseUrl = getProxyBaseUrl();
   const [logoutUrl, setLogoutUrl] = useState("");
   const { logoUrl } = useTheme();
-  const { refactoredUIFlag, setRefactoredUIFlag } = useFeatureFlags();
 
   // Simple logo URL: use custom logo if available, otherwise default
   const imageUrl = logoUrl || `${baseUrl}/get_image`;
@@ -114,18 +112,6 @@ const Navbar: React.FC<NavbarProps> = ({
                 {userEmail || "Unknown"}
               </span>
             </div>
-
-            {/* NEW: Feature flag label + toggle below the email field */}
-            <div className="flex items-center text-sm pt-2 mt-2 border-t border-gray-100">
-              <span className="text-gray-500 text-xs">Refactored UI</span>
-              <Switch
-                className="ml-auto"
-                size="small"
-                checked={refactoredUIFlag}
-                onChange={(checked) => setRefactoredUIFlag(checked)}
-                aria-label="Toggle refactored UI feature flag"
-              />
-            </div>
           </div>
         </div>
       ),
diff --git a/ui/litellm-dashboard/src/components/public_model_hub.test.tsx b/ui/litellm-dashboard/src/components/public_model_hub.test.tsx
index 8ff57b49e08..47a44fa5147 100644
--- a/ui/litellm-dashboard/src/components/public_model_hub.test.tsx
+++ b/ui/litellm-dashboard/src/components/public_model_hub.test.tsx
@@ -1,7 +1,6 @@
 import { describe, it, expect, vi, beforeAll, beforeEach } from "vitest";
 import { render } from "@testing-library/react";
 import PublicModelHub from "./public_model_hub";
-import { FeatureFlagsProvider } from "@/hooks/useFeatureFlags";
 
 vi.mock("next/navigation", () => ({
   useRouter: vi.fn(() => ({
@@ -58,11 +57,7 @@ beforeEach(() => {
 
 describe("PublicModelHub", () => {
   it("renders", () => {
-    const { container } = render(
-      <FeatureFlagsProvider>
-        <PublicModelHub />
-      </FeatureFlagsProvider>,
-    );
+    const { container } = render(<PublicModelHub />);
     expect(container).toBeInTheDocument();
   });
 });
diff --git a/ui/litellm-dashboard/src/hooks/useFeatureFlags.test.tsx b/ui/litellm-dashboard/src/hooks/useFeatureFlags.test.tsx
deleted file mode 100644
index ca0529b0f28..00000000000
--- a/ui/litellm-dashboard/src/hooks/useFeatureFlags.test.tsx
+++ /dev/null
@@ -1,296 +0,0 @@
-import { describe, it, expect, beforeEach, afterEach, vi } from "vitest";
-import { renderHook, waitFor } from "@testing-library/react";
-import { useRouter } from "next/navigation";
-import useFeatureFlags, { FeatureFlagsProvider } from "./useFeatureFlags";
-
-// Mock next/navigation
-vi.mock("next/navigation", () => ({
-  useRouter: vi.fn(),
-}));
-
-// Mock the networking module to control serverRootPath
-vi.mock("@/components/networking", () => ({
-  serverRootPath: "/",
-}));
-
-describe("useFeatureFlags", () => {
-  let mockReplace: ReturnType<typeof vi.fn>;
-  let originalLocation: Location;
-
-  beforeEach(() => {
-    // Mock router
-    mockReplace = vi.fn();
-    (useRouter as ReturnType<typeof vi.fn>).mockReturnValue({
-      replace: mockReplace,
-    });
-
-    // Store original location
-    originalLocation = window.location;
-
-    // Mock localStorage
-    Storage.prototype.getItem = vi.fn(() => null);
-    Storage.prototype.setItem = vi.fn();
-    Storage.prototype.removeItem = vi.fn();
-  });
-
-  afterEach(() => {
-    vi.clearAllMocks();
-    // Restore location
-    Object.defineProperty(window, "location", {
-      writable: true,
-      value: originalLocation,
-    });
-  });
-
-  describe("FeatureFlagsProvider - redirect logic", () => {
-    it("should not redirect when refactoredUIFlag is true", async () => {
-      // Set flag to true
-      Storage.prototype.getItem = vi.fn(() => "true");
-
-      const { result } = renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      expect(result.current.refactoredUIFlag).toBe(true);
-
-      // Wait for any effects
-      await waitFor(() => {
-        expect(mockReplace).not.toHaveBeenCalled();
-      });
-    });
-
-    it("should not redirect when already on a /ui path (race condition protection)", async () => {
-      // Set flag to false to trigger redirect logic
-      Storage.prototype.getItem = vi.fn(() => "false");
-
-      // Mock window.location to be on a custom UI path
-      delete (window as any).location;
-      window.location = {
-        pathname: "/my-custom-path/ui/",
-      } as Location;
-
-      renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      // Wait for timeout and check redirect was NOT called
-      await new Promise((resolve) => setTimeout(resolve, 150));
-
-      expect(mockReplace).not.toHaveBeenCalled();
-    });
-
-    it("should not redirect when on /ui path without custom root", async () => {
-      // Set flag to false
-      Storage.prototype.getItem = vi.fn(() => "false");
-
-      // Mock window.location to be on standard UI path
-      delete (window as any).location;
-      window.location = {
-        pathname: "/ui/",
-      } as Location;
-
-      renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      // Wait for timeout and check redirect was NOT called
-      await new Promise((resolve) => setTimeout(resolve, 150));
-
-      expect(mockReplace).not.toHaveBeenCalled();
-    });
-
-    it("should redirect when flag is false and not on a /ui path", async () => {
-      // Set flag to false
-      Storage.prototype.getItem = vi.fn(() => "false");
-
-      // Mock window.location to be on a non-UI path
-      delete (window as any).location;
-      window.location = {
-        pathname: "/some-other-path/",
-      } as Location;
-
-      renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      // Wait for timeout plus a bit more
-      await new Promise((resolve) => setTimeout(resolve, 150));
-
-      // Should have called replace to redirect to base path
-      expect(mockReplace).toHaveBeenCalledWith("/");
-    });
-
-    it("should not redirect if already at base path", async () => {
-      // Set flag to false
-      Storage.prototype.getItem = vi.fn(() => "false");
-
-      // Mock window.location to be at root
-      delete (window as any).location;
-      window.location = {
-        pathname: "/",
-      } as Location;
-
-      renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      // Wait for timeout
-      await new Promise((resolve) => setTimeout(resolve, 150));
-
-      expect(mockReplace).not.toHaveBeenCalled();
-    });
-  });
-
-  describe("useFeatureFlags - flag management", () => {
-    it("should initialize with false when no value in localStorage", () => {
-      Storage.prototype.getItem = vi.fn(() => null);
-
-      const { result } = renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      expect(result.current.refactoredUIFlag).toBe(false);
-    });
-
-    it("should initialize with true when localStorage has true", () => {
-      Storage.prototype.getItem = vi.fn(() => "true");
-
-      const { result } = renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      expect(result.current.refactoredUIFlag).toBe(true);
-    });
-
-    it("should update localStorage when setRefactoredUIFlag is called", () => {
-      const setItemMock = vi.fn();
-      Storage.prototype.setItem = setItemMock;
-      Storage.prototype.getItem = vi.fn(() => "false");
-
-      const { result } = renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      result.current.setRefactoredUIFlag(true);
-
-      expect(setItemMock).toHaveBeenCalledWith(
-        "feature.refactoredUIFlag",
-        "true"
-      );
-    });
-
-    it("should handle malformed localStorage values gracefully", () => {
-      Storage.prototype.getItem = vi.fn(() => "invalid-value");
-
-      const { result } = renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      // Should default to false for malformed values
-      expect(result.current.refactoredUIFlag).toBe(false);
-    });
-  });
-
-  describe("getBasePath logic with serverRootPath", () => {
-    it("should handle serverRootPath being set to custom path", async () => {
-      // Mock the networking module with custom serverRootPath
-      vi.doMock("@/components/networking", () => ({
-        serverRootPath: "/my-custom-path",
-      }));
-
-      // Set flag to false to trigger redirect
-      Storage.prototype.getItem = vi.fn(() => "false");
-
-      // Mock location to be on wrong path
-      delete (window as any).location;
-      window.location = {
-        pathname: "/wrong-path/",
-      } as Location;
-
-      renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      // Wait for timeout
-      await new Promise((resolve) => setTimeout(resolve, 150));
-
-      // With default NEXT_PUBLIC_BASE_URL being empty, should redirect to "/"
-      // (In reality, with serverRootPath="/my-custom-path", it would be "/my-custom-path/")
-      expect(mockReplace).toHaveBeenCalled();
-    });
-  });
-
-  describe("storage event synchronization", () => {
-    it("should update flag when storage event is fired", async () => {
-      Storage.prototype.getItem = vi.fn(() => "false");
-
-      const { result } = renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      expect(result.current.refactoredUIFlag).toBe(false);
-
-      // Simulate storage event from another tab
-      const storageEvent = new StorageEvent("storage", {
-        key: "feature.refactoredUIFlag",
-        newValue: "true",
-      });
-
-      window.dispatchEvent(storageEvent);
-
-      await waitFor(() => {
-        expect(result.current.refactoredUIFlag).toBe(true);
-      });
-    });
-
-    it("should self-heal when storage key is cleared", async () => {
-      const setItemMock = vi.fn();
-      Storage.prototype.setItem = setItemMock;
-      Storage.prototype.getItem = vi.fn(() => "true");
-
-      renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      // Simulate storage event where key was cleared
-      const storageEvent = new StorageEvent("storage", {
-        key: "feature.refactoredUIFlag",
-        newValue: null,
-      });
-
-      window.dispatchEvent(storageEvent);
-
-      await waitFor(() => {
-        expect(setItemMock).toHaveBeenCalledWith(
-          "feature.refactoredUIFlag",
-          "false"
-        );
-      });
-    });
-  });
-
-  describe("timeout cleanup", () => {
-    it("should cleanup timeout on unmount", async () => {
-      Storage.prototype.getItem = vi.fn(() => "false");
-
-      delete (window as any).location;
-      window.location = {
-        pathname: "/some-path/",
-      } as Location;
-
-      const { unmount } = renderHook(() => useFeatureFlags(), {
-        wrapper: FeatureFlagsProvider,
-      });
-
-      // Unmount immediately before timeout fires
-      unmount();
-
-      // Wait past the timeout
-      await new Promise((resolve) => setTimeout(resolve, 150));
-
-      // Should not have called replace since component unmounted
-      expect(mockReplace).not.toHaveBeenCalled();
-    });
-  });
-});
-
diff --git a/ui/litellm-dashboard/src/hooks/useFeatureFlags.tsx b/ui/litellm-dashboard/src/hooks/useFeatureFlags.tsx
deleted file mode 100644
index 03b4465b096..00000000000
--- a/ui/litellm-dashboard/src/hooks/useFeatureFlags.tsx
+++ /dev/null
@@ -1,137 +0,0 @@
-"use client";
-
-import React, { createContext, useContext, useEffect, useState } from "react";
-import { useRouter } from "next/navigation";
-import { serverRootPath } from "@/components/networking";
-
-const getBasePath = () => {
-  const raw = process.env.NEXT_PUBLIC_BASE_URL ?? "";
-  const trimmed = raw.replace(/^\/+|\/+$/g, ""); // strip leading/trailing slashes
-  const uiPath = trimmed ? `/${trimmed}/` : "/";
-  
-  // If serverRootPath is set and not "/", prepend it to the UI path
-  if (serverRootPath && serverRootPath !== "/") {
-    // Remove trailing slash from serverRootPath and ensure uiPath has no leading slash for proper joining
-    const cleanServerRoot = serverRootPath.replace(/\/+$/, "");
-    const cleanUiPath = uiPath.replace(/^\/+/, "");
-    return `${cleanServerRoot}/${cleanUiPath}`;
-  }
-  
-  return uiPath;
-}
-
-type Flags = {
-  refactoredUIFlag: boolean;
-  setRefactoredUIFlag: (v: boolean) => void;
-};
-
-const STORAGE_KEY = "feature.refactoredUIFlag";
-
-const FeatureFlagsCtx = createContext<Flags | null>(null);
-
-/** Safely read the flag from localStorage. If anything goes wrong, reset to false. */
-function readFlagSafely(): boolean {
-  try {
-    const raw = localStorage.getItem(STORAGE_KEY);
-    if (raw === null) {
-      localStorage.setItem(STORAGE_KEY, "false");
-      return false;
-    }
-
-    const v = raw.trim().toLowerCase();
-    if (v === "true" || v === "1") return true;
-    if (v === "false" || v === "0") return false;
-
-    // Last chance: try JSON.parse in case something odd was stored.
-    const parsed = JSON.parse(raw);
-    if (typeof parsed === "boolean") return parsed;
-
-    // Malformed → reset to false
-    localStorage.setItem(STORAGE_KEY, "false");
-    return false;
-  } catch {
-    // If even accessing localStorage throws, best effort reset then default to false
-    try {
-      localStorage.setItem(STORAGE_KEY, "false");
-    } catch {}
-    return false;
-  }
-}
-
-function writeFlagSafely(v: boolean) {
-  try {
-    localStorage.setItem(STORAGE_KEY, String(v));
-  } catch {
-    // Ignore write errors; state will still reflect the intended value.
-  }
-}
-
-export const FeatureFlagsProvider = ({ children }: { children: React.ReactNode }) => {
-  const router = useRouter(); // ⟵ add this
-
-  // Lazy init reads from localStorage only on the client
-  const [refactoredUIFlag, setRefactoredUIFlagState] = useState<boolean>(() => readFlagSafely());
-
-  const setRefactoredUIFlag = (v: boolean) => {
-    setRefactoredUIFlagState(v);
-    writeFlagSafely(v);
-  };
-
-  // Keep this flag in sync across tabs/windows.
-  useEffect(() => {
-    const onStorage = (e: StorageEvent) => {
-      if (e.key === STORAGE_KEY && e.newValue != null) {
-        const next = e.newValue.trim().toLowerCase();
-        setRefactoredUIFlagState(next === "true" || next === "1");
-      }
-      // If the key was cleared elsewhere, self-heal to false.
-      if (e.key === STORAGE_KEY && e.newValue === null) {
-        writeFlagSafely(false);
-        setRefactoredUIFlagState(false);
-      }
-    };
-    window.addEventListener("storage", onStorage);
-    return () => window.removeEventListener("storage", onStorage);
-  }, []);
-
-  // Redirect to base path the moment the flag is OFF.
-  useEffect(() => {
-    if (refactoredUIFlag) return; // only act when turned off
-
-    // Wait a moment for serverRootPath to be initialized from getUiConfig()
-    // This prevents a race condition where we redirect before knowing the correct path
-    const checkAndRedirect = () => {
-      const base = getBasePath();
-      const normalize = (p: string) => (p.endsWith("/") ? p : p + "/");
-      const current = normalize(window.location.pathname);
-
-      // Don't redirect if we're already on a UI path (even if serverRootPath hasn't loaded yet)
-      // This handles the case where the page is mounted at a custom server root path
-      if (current.includes("/ui")) {
-        return;
-      }
-
-      // Avoid a redirect loop if we're already at the base path.
-      if (current !== base) {
-        // Replace so the "off" redirect doesn't pollute history.
-        router.replace(base);
-      }
-    };
-
-    // Small delay to allow serverRootPath to be set by getUiConfig()
-    const timeoutId = setTimeout(checkAndRedirect, 100);
-    return () => clearTimeout(timeoutId);
-  }, [refactoredUIFlag, router]);
-
-  return (
-    <FeatureFlagsCtx.Provider value={{ refactoredUIFlag, setRefactoredUIFlag }}>{children}</FeatureFlagsCtx.Provider>
-  );
-};
-
-const useFeatureFlags = () => {
-  const ctx = useContext(FeatureFlagsCtx);
-  if (!ctx) throw new Error("useFeatureFlags must be used within FeatureFlagsProvider");
-  return ctx;
-};
-
-export default useFeatureFlags;

From 0d329826f10da90a6b8205ac58ce0344ef82ee9c Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 17:40:38 -0800
Subject: [PATCH 30/37] Fix flaky tests

---
 .../src/components/entity_usage.test.tsx               | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/entity_usage.test.tsx b/ui/litellm-dashboard/src/components/entity_usage.test.tsx
index d5cc503fd10..17016b6479d 100644
--- a/ui/litellm-dashboard/src/components/entity_usage.test.tsx
+++ b/ui/litellm-dashboard/src/components/entity_usage.test.tsx
@@ -168,16 +168,18 @@ describe("EntityUsage", () => {
   });
 
   it("should render with organization entity type and call organization API", async () => {
-    const { getByText, getAllByText } = render(<EntityUsage {...defaultProps} entityType="organization" />);
+    render(<EntityUsage {...defaultProps} entityType="organization" />);
 
     await waitFor(() => {
       expect(mockOrganizationDailyActivityCall).toHaveBeenCalled();
     });
 
-    expect(getByText("Organization Spend Overview")).toBeInTheDocument();
+    expect(screen.getByText("Organization Spend Overview")).toBeInTheDocument();
 
-    const spendElements = getAllByText("$100.50");
-    expect(spendElements.length).toBeGreaterThan(0);
+    await waitFor(() => {
+      const spendElements = screen.getAllByText("$100.50");
+      expect(spendElements.length).toBeGreaterThan(0);
+    });
   });
 
   it("should switch between tabs", async () => {

From a33a2cb5b54d98dc061406cbec62840274e7a811 Mon Sep 17 00:00:00 2001
From: yuneng-jiang <yuneng.jiang@gmail.com>
Date: Thu, 27 Nov 2025 17:53:09 -0800
Subject: [PATCH 31/37] Adding timeout to flaky test

---
 .../e2e_ui_tests/view_user_info.spec.ts                   | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/tests/proxy_admin_ui_tests/e2e_ui_tests/view_user_info.spec.ts b/tests/proxy_admin_ui_tests/e2e_ui_tests/view_user_info.spec.ts
index 5b9a9ab133c..01eadc9ad1a 100644
--- a/tests/proxy_admin_ui_tests/e2e_ui_tests/view_user_info.spec.ts
+++ b/tests/proxy_admin_ui_tests/e2e_ui_tests/view_user_info.spec.ts
@@ -29,8 +29,12 @@ test.describe("User Info View", () => {
     await firstUserIdCell.click();
 
     // Check for tabs
-    await expect(page.locator('button:has-text("Overview")')).toBeVisible();
-    await expect(page.locator('button:has-text("Details")')).toBeVisible();
+    await expect(page.locator('button:has-text("Overview")')).toBeVisible({
+      timeout: 10000,
+    });
+    await expect(page.locator('button:has-text("Details")')).toBeVisible({
+      timeout: 10000,
+    });
 
     // Switch to details tab
     await page.locator('button:has-text("Details")').click();

From d43c0776534251213c47323e5abfcc9b2a645a60 Mon Sep 17 00:00:00 2001
From: Wei-Chiet Ku <weichiet@outlook.com>
Date: Fri, 28 Nov 2025 13:24:04 +0800
Subject: [PATCH 32/37] Fix/issue 16759 streaming error validation (#17242)

* Enhance error handling in OpenAIResponsesAPIConfig to coalesce null error codes into a default string, preventing validation errors and improving stability during streaming iterations.

* Add test for coalescing null error codes in streaming responses

This test ensures that when a streaming error event has error.code set to None, the system correctly transforms it to 'unknown_error' and returns an ErrorEvent instance without raising a ValidationError.

---------

Co-authored-by: Ku Wei Chiet <chietkuw@fpt.com>
---
 .../llms/openai/responses/transformation.py   | 18 +++++++++++++
 .../test_openai_responses_transformation.py   | 27 +++++++++++++++++++
 2 files changed, 45 insertions(+)

diff --git a/litellm/llms/openai/responses/transformation.py b/litellm/llms/openai/responses/transformation.py
index f75213b0688..4c9d3828383 100644
--- a/litellm/llms/openai/responses/transformation.py
+++ b/litellm/llms/openai/responses/transformation.py
@@ -238,6 +238,24 @@ class OpenAIResponsesAPIConfig(BaseResponsesAPIConfig):
         event_pydantic_model = OpenAIResponsesAPIConfig.get_event_model_class(
             event_type=event_type
         )
+        # Defensive: Some OpenAI-compatible providers may send `error.code: null`.
+        # Pydantic will raise a ValidationError when it expects a string but gets None.
+        # Coalesce a None `error.code` to a stable default string so streaming
+        # iteration does not crash (see issue report). This keeps behavior similar
+        # to previous fixes (coalesce before validation) and lets higher-level
+        # handlers still receive an `ErrorEvent` object.
+        try:
+            error_obj = parsed_chunk.get("error")
+            if isinstance(error_obj, dict) and error_obj.get("code") is None:
+                # Preserve other fields, but ensure `code` is a non-null string
+                parsed_chunk = dict(parsed_chunk)
+                parsed_chunk["error"] = dict(error_obj)
+                parsed_chunk["error"]["code"] = "unknown_error"
+        except Exception:
+            # If anything unexpected happens here, fall back to attempting
+            # instantiation and let higher-level handlers manage errors.
+            verbose_logger.debug("Failed to coalesce error.code in parsed_chunk")
+
         return event_pydantic_model(**parsed_chunk)
 
     @staticmethod
diff --git a/tests/test_litellm/llms/openai/responses/test_openai_responses_transformation.py b/tests/test_litellm/llms/openai/responses/test_openai_responses_transformation.py
index fa5231a2a2f..074378fd562 100644
--- a/tests/test_litellm/llms/openai/responses/test_openai_responses_transformation.py
+++ b/tests/test_litellm/llms/openai/responses/test_openai_responses_transformation.py
@@ -390,6 +390,33 @@ class TestOpenAIResponsesAPIConfig:
             assert result["partial_images"] == partial_images_value
             assert result["stream"] is True
 
+    def test_transform_streaming_response_coalesces_null_error_code(self):
+        """Ensure that when a streaming error event contains error.code=None,
+        transform_streaming_response coalesces it to 'unknown_error' and returns
+        an ErrorEvent instance without raising a ValidationError.
+        """
+        from litellm.types.llms.openai import ErrorEvent
+
+        parsed_chunk = {
+            "type": "error",
+            "sequence_number": 1,
+            "error": {
+                "type": "invalid_request_error",
+                "code": None,
+                "message": "Something went wrong",
+                "param": None,
+            },
+        }
+
+        event = self.config.transform_streaming_response(
+            model=self.model, parsed_chunk=parsed_chunk, logging_obj=self.logging_obj
+        )
+
+        # Validate returned type and coalesced code
+        assert isinstance(event, ErrorEvent)
+        assert event.error.code == "unknown_error"
+        assert event.error.message == "Something went wrong"
+
 
 class TestAzureResponsesAPIConfig:
     def setup_method(self):

From 334d09b3b21c728e6f7152d1804cb8b5aac643ef Mon Sep 17 00:00:00 2001
From: YutaSaito <36355491+uc4w6c@users.noreply.github.com>
Date: Fri, 28 Nov 2025 14:26:27 +0900
Subject: [PATCH 33/37] feat: add regex-based tool_name/tool_type matching for
 tool-permission (#17164)

* feat: add regex-based tool_name/tool_type matching for tool-permission

* docs: update tool permission quick start for UI workflow
---
 .../docs/proxy/guardrails/tool_permission.md  |  45 +++++-
 .../guardrail_hooks/tool_permission.py        | 139 +++++++++++------
 .../guardrail_hooks/tool_permission.py        |  33 +++-
 .../guardrail_hooks/test_tool_permission.py   | 144 ++++++++++++------
 .../ToolPermissionRulesEditor.tsx             |  36 ++++-
 5 files changed, 286 insertions(+), 111 deletions(-)

diff --git a/docs/my-website/docs/proxy/guardrails/tool_permission.md b/docs/my-website/docs/proxy/guardrails/tool_permission.md
index 19b674c9e55..897c31d9dab 100644
--- a/docs/my-website/docs/proxy/guardrails/tool_permission.md
+++ b/docs/my-website/docs/proxy/guardrails/tool_permission.md
@@ -7,9 +7,38 @@ import TabItem from '@theme/TabItem';
 LiteLLM provides the LiteLLM Tool Permission Guardrail that lets you control which **tool calls** a model is allowed to invoke, using configurable allow/deny rules. This offers fine-grained, provider-agnostic control over tool execution (e.g., OpenAI Chat Completions `tool_calls`, Anthropic Messages `tool_use`, MCP tools).
 
 ## Quick Start
-### 1. Define Guardrails on your LiteLLM config.yaml 
 
-Define your guardrails under the `guardrails` section
+### LiteLLM UI
+
+#### Step 1: Select Tool Permission Guardrail
+
+Open the LiteLLM Dashboard, click **Add New Guardrail**, and choose **LiteLLM Tool Permission Guardrail**. This loads the rule builder UI.
+
+<Image img={require('../../../img/create_guard_tool_permission.png')} alt="Configure tool permission guardrail in LiteLLM UI" />
+
+#### Step 2: Define Regex Rules
+
+1. Click **Add Rule**.
+2. Enter a unique Rule ID.
+3. Provide a regex for the tool name (e.g., `^mcp__github_.*$`).
+4. Optionally add a regex for tool type (e.g., `^function$`).
+5. Pick **Allow** or **Deny**.
+
+<Image img={require('../../../img/create_rule_tool_permission.png')} alt="Configure tool permission guardrail in LiteLLM UI" />
+
+#### Step 3: Restrict Tool Arguments (Optional)
+
+Select **+ Restrict tool arguments** to attach regex validations to nested paths (dot + `[]` notation). This enforces that sensitive parameters (such as `arguments.to[]`) conform to pre-approved formats.
+
+#### Step 4: Choose Defaults & Actions
+
+- Set the fallback decision (`default_action`) for tools that do not hit any rule.
+- Decide how disallowed tools behave: **Block** halts the request, **Rewrite** strips forbidden tools and returns an error message inside the response.
+- Customize `violation_message_template` if you want branded error copy.
+- Save the guardrail.
+
+### LiteLLM Config.yaml Setup
+
 ```yaml
 guardrails:
   - guardrail_name: "tool-permission-guardrail"
@@ -21,16 +50,17 @@ guardrails:
           tool_name: "Bash"
           decision: "allow"
         - id: "allow_github_mcp"
-          tool_name: "mcp__github_*"
+          tool_name: "^mcp__github_.*$"
           decision: "allow"
         - id: "allow_aws_documentation"
-          tool_name: "mcp__aws-documentation_*_documentation"
+          tool_name: "^mcp__aws-documentation_.*_documentation$"
           decision: "allow"
         - id: "deny_read_commands"
           tool_name: "Read"
-          decision: "Deny"
+          decision: "deny"
         - id: "mail-domain"
-          tool_name: "send_email"
+          tool_name: "^send_email$"
+          tool_type: "^function$"
           decision: "allow"
           allowed_param_patterns:
             "to[]": "^.+@berri\\.ai$"
@@ -44,7 +74,8 @@ guardrails:
 
 ```yaml
 - id: "unique_rule_id"           # Unique identifier for the rule
-  tool_name: "pattern"           # Tool name or pattern to match
+  tool_name: "^regex$"           # Regex for tool name (optional, at least one of name/type required)
+  tool_type: "^function$"        # Regex for tool type (optional)
   decision: "allow"              # "allow" or "deny"
   allowed_param_patterns:         # Optional - regex map for argument paths (dot + [] notation)
     "path.to[].field": "^regex$"
diff --git a/litellm/proxy/guardrails/guardrail_hooks/tool_permission.py b/litellm/proxy/guardrails/guardrail_hooks/tool_permission.py
index 02e06acbda4..64753d9fa85 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/tool_permission.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/tool_permission.py
@@ -62,6 +62,7 @@ class ToolPermissionGuardrail(CustomGuardrail):
 
         self.rules: List[ToolPermissionRule] = []
         self._compiled_rule_patterns: Dict[str, Dict[str, re.Pattern]] = {}
+        self._compiled_rule_targets: Dict[str, Dict[str, Optional[re.Pattern]]] = {}
         if rules:
             for rule_item in rules:
                 if isinstance(rule_item, ToolPermissionRule):
@@ -70,6 +71,30 @@ class ToolPermissionGuardrail(CustomGuardrail):
                     rule = ToolPermissionRule(**rule_item)
                 self.rules.append(rule)
 
+                compiled_target_patterns: Dict[str, Optional[re.Pattern]] = {
+                    "tool_name": None,
+                    "tool_type": None,
+                }
+                if rule.tool_name is not None:
+                    try:
+                        compiled_target_patterns["tool_name"] = re.compile(
+                            rule.tool_name
+                        )
+                    except re.error as exc:
+                        raise ValueError(
+                            f"Invalid regex for tool_name in rule '{rule.id}': {exc}"
+                        ) from exc
+                if rule.tool_type is not None:
+                    try:
+                        compiled_target_patterns["tool_type"] = re.compile(
+                            rule.tool_type
+                        )
+                    except re.error as exc:
+                        raise ValueError(
+                            f"Invalid regex for tool_type in rule '{rule.id}': {exc}"
+                        ) from exc
+                self._compiled_rule_targets[rule.id] = compiled_target_patterns
+
                 if rule.allowed_param_patterns:
                     compiled_patterns: Dict[str, re.Pattern] = {}
                     for path, pattern in rule.allowed_param_patterns.items():
@@ -100,59 +125,75 @@ class ToolPermissionGuardrail(CustomGuardrail):
 
         return ToolPermissionGuardrailConfigModel
 
-    def _matches_pattern(self, tool_name: str, pattern: str) -> bool:
-        """
-        Check if a tool name matches a pattern
-
-        Supports patterns like:
-        - "Bash" - exact match
-        - "mcp__*" - prefix pattern (matches names starting wich "mcp__")
-        - "*_read" - suffix wildcard (matches names ending with "_read")
-        - "mcp__github_*_read" - infix wildcard (matches names like "mcp__github_mark_all_notifications_read")
-
-        Args:
-            tool_name: Name of the tool to check
-            pattern: Pattern to match against
-
-        Returns:
-            True if the tool name matches the pattern
-        """
-        # Handle exact matches
-        if tool_name == pattern:
+    def _matches_regex(
+        self, pattern: Optional[re.Pattern], value: Optional[str]
+    ) -> bool:
+        if pattern is None:
             return True
+        if value is None:
+            return False
+        return bool(pattern.fullmatch(value))
 
-        if "*" in pattern:
-            # Escape regex special chars except '*'
-            escaped_pattern = re.escape(pattern)
-            # Turn \* into .*
-            regex_pattern = escaped_pattern.replace(r"\*", ".*")
-            return bool(re.fullmatch(regex_pattern, tool_name))
+    def _rule_matches_tool(
+        self,
+        rule: ToolPermissionRule,
+        *,
+        tool_name: Optional[str],
+        tool_type: Optional[str] = None,
+    ) -> tuple[bool, bool]:
+        target_patterns = self._compiled_rule_targets.get(rule.id, {})
+        name_pattern = target_patterns.get("tool_name")
+        type_pattern = target_patterns.get("tool_type")
 
-        return False
+        name_required = rule.tool_name is not None
+        type_required = rule.tool_type is not None
+
+        name_matched = (
+            self._matches_regex(name_pattern, tool_name) if name_required else True
+        )
+        type_matched = (
+            self._matches_regex(type_pattern, tool_type) if type_required else True
+        )
+
+        overall_match = name_matched and type_matched
+        should_check_params = name_required and name_matched
+
+        return overall_match, should_check_params
 
     def _check_tool_permission(
-        self, tool_name: str
+        self,
+        tool_name: Optional[str],
+        tool_type: Optional[str] = None,
     ) -> tuple[bool, Optional[str], Optional[str]]:
         """
         Check if a tool is allowed based on the configured rules
 
         Args:
             tool_name: Name of the tool to check
+            tool_type: Type of the tool to check
 
         Returns:
             Tuple of (is_allowed, rule_id, message)
         """
-        verbose_proxy_logger.debug(f"Checking permission for tool: {tool_name}")
+        verbose_proxy_logger.debug(
+            f"Checking permission for tool: {tool_name or tool_type}"
+        )
 
         # Check each rule in order
         for rule in self.rules:
-            if self._matches_pattern(tool_name, rule.tool_name):
+            matches, _ = self._rule_matches_tool(
+                rule,
+                tool_name=tool_name,
+                tool_type=tool_type,
+            )
+            if matches:
                 is_allowed = rule.decision == "allow"
-                default_message = f"Tool '{tool_name}' {'allowed' if is_allowed else 'denied'} by rule '{rule.id}'"
+                tool_identifier = tool_name or tool_type or "unknown_tool"
+                default_message = f"Tool '{tool_identifier}' {'allowed' if is_allowed else 'denied'} by rule '{rule.id}'"
                 message = self.render_violation_message(
                     default=default_message,
                     context={
-                        "tool_name": tool_name,
+                        "tool_name": tool_name or tool_identifier,
                         "rule_id": rule.id,
                     },
                 )
@@ -161,11 +202,12 @@ class ToolPermissionGuardrail(CustomGuardrail):
 
         # No rule matched, use default action
         is_allowed = self.default_action == "allow"
-        default_message = f"Tool '{tool_name}' {'allowed' if is_allowed else 'denied'} by default action"
+        tool_identifier = tool_name or tool_type or "unknown_tool"
+        default_message = f"Tool '{tool_identifier}' {'allowed' if is_allowed else 'denied'} by default action"
         message = self.render_violation_message(
             default=default_message,
             context={
-                "tool_name": tool_name,
+                "tool_name": tool_name or tool_identifier,
                 "rule_id": None,
             },
         )
@@ -228,7 +270,7 @@ class ToolPermissionGuardrail(CustomGuardrail):
         *,
         arguments: Dict[str, Any],
         rule: ToolPermissionRule,
-        tool_name: str,
+        tool_name: Optional[str],
     ) -> tuple[bool, Optional[str]]:
         compiled_patterns = self._compiled_rule_patterns.get(rule.id)
         if not compiled_patterns:
@@ -249,7 +291,7 @@ class ToolPermissionGuardrail(CustomGuardrail):
                     return (
                         False,
                         f"Value '{raw_value}' for path '{path}' does not match allowed pattern"
-                        f" '{compiled_pattern.pattern}' for tool '{tool_name}'",
+                        f" '{compiled_pattern.pattern}' for tool '{tool_name or 'unknown_tool'}'",
                     )
 
         return True, None
@@ -258,19 +300,27 @@ class ToolPermissionGuardrail(CustomGuardrail):
         self, tool_call: ChatCompletionMessageToolCall
     ) -> tuple[bool, Optional[str], Optional[str]]:
         tool_name = tool_call.function.name if tool_call.function else None
-        if not tool_name:
+        tool_type = getattr(tool_call, "type", None)
+        if not tool_name and not tool_type:
             return self.default_action == "allow", None, None
 
+        tool_identifier = tool_name or tool_type or "unknown_tool"
+
         last_pattern_failure_msg: Optional[str] = None
 
         for rule in self.rules:
-            if not self._matches_pattern(tool_name, rule.tool_name):
+            matches, should_check_params = self._rule_matches_tool(
+                rule,
+                tool_name=tool_name,
+                tool_type=tool_type,
+            )
+            if not matches:
                 continue
 
-            if rule.allowed_param_patterns:
+            if rule.allowed_param_patterns and should_check_params:
                 arguments = self._parse_tool_call_arguments(tool_call)
                 if not arguments:
-                    last_pattern_failure_msg = f"Tool '{tool_name}' is missing arguments required by rule '{rule.id}'"
+                    last_pattern_failure_msg = f"Tool '{tool_identifier}' is missing arguments required by rule '{rule.id}'"
                     continue
 
                 patterns_match, failure_message = self._patterns_match_for_rule(
@@ -283,10 +333,10 @@ class ToolPermissionGuardrail(CustomGuardrail):
                     continue
 
             is_allowed = rule.decision == "allow"
-            default_message = f"Tool '{tool_name}' {'allowed' if is_allowed else 'denied'} by rule '{rule.id}'"
+            default_message = f"Tool '{tool_identifier}' {'allowed' if is_allowed else 'denied'} by rule '{rule.id}'"
             message = self.render_violation_message(
                 default=default_message,
-                context={"tool_name": tool_name, "rule_id": rule.id},
+                context={"tool_name": tool_identifier, "rule_id": rule.id},
             )
             return is_allowed, rule.id, message
 
@@ -294,11 +344,11 @@ class ToolPermissionGuardrail(CustomGuardrail):
         default_message = (
             last_pattern_failure_msg
             if (last_pattern_failure_msg and not is_allowed)
-            else f"Tool '{tool_name}' {'allowed' if is_allowed else 'denied'} by default action"
+            else f"Tool '{tool_identifier}' {'allowed' if is_allowed else 'denied'} by default action"
         )
         message = self.render_violation_message(
             default=default_message,
-            context={"tool_name": tool_name, "rule_id": None},
+            context={"tool_name": tool_identifier, "rule_id": None},
         )
         return is_allowed, None, message
 
@@ -469,8 +519,9 @@ class ToolPermissionGuardrail(CustomGuardrail):
             if tool["type"] != "function":
                 continue
             tool_name: str = tool["function"]["name"]
+            tool_type: Optional[str] = tool.get("type")
 
-            is_allowed, _, message = self._check_tool_permission(tool_name)
+            is_allowed, _, message = self._check_tool_permission(tool_name, tool_type)
 
             if not is_allowed and message is not None:
                 verbose_proxy_logger.warning(f"Tool Permission Guardrail: {message}")
diff --git a/litellm/types/proxy/guardrails/guardrail_hooks/tool_permission.py b/litellm/types/proxy/guardrails/guardrail_hooks/tool_permission.py
index e78cfad8bdb..2ed1f3d2e3a 100644
--- a/litellm/types/proxy/guardrails/guardrail_hooks/tool_permission.py
+++ b/litellm/types/proxy/guardrails/guardrail_hooks/tool_permission.py
@@ -1,7 +1,7 @@
 # Tool Permission Guardrail Type Definitions
 from typing import Dict, List, Literal, Optional
 
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, Field, field_validator, model_validator
 
 from .base import GuardrailConfigModel
 
@@ -12,8 +12,13 @@ class ToolPermissionRule(BaseModel):
     """
 
     id: str = Field(description="Unique identifier for the rule")
-    tool_name: str = Field(
-        description="Tool name or pattern (e.g., 'Bash', 'mcp__github_*', 'mcp__github_*_read', '*_read')"
+    tool_name: Optional[str] = Field(
+        default=None,
+        description="Regex pattern applied to the tool's function name",
+    )
+    tool_type: Optional[str] = Field(
+        default=None,
+        description="Regex pattern applied to the tool type (e.g., function)",
     )
     decision: Literal["allow", "deny"] = Field(
         description="Whether to allow or deny this tool usage"
@@ -23,6 +28,26 @@ class ToolPermissionRule(BaseModel):
         description="Optional regex map enforcing nested parameter values using dot/[] paths",
     )
 
+    @field_validator("tool_name", "tool_type", mode="before")
+    @classmethod
+    def _blank_to_none(cls, value: Optional[str]) -> Optional[str]:
+        if value is None:
+            return None
+        if isinstance(value, str):
+            stripped = value.strip()
+            if not stripped:
+                return None
+            return stripped
+        return value
+
+    @model_validator(mode="after")
+    def _ensure_target_present(self):
+        if self.tool_name is None and self.tool_type is None:
+            raise ValueError(
+                "Each rule must specify at least a tool_name or tool_type regex"
+            )
+        return self
+
 
 class ToolResult(BaseModel):
     """
@@ -52,7 +77,7 @@ class ToolPermissionGuardrailConfigModel(GuardrailConfigModel):
 
     rules: Optional[List[ToolPermissionRule]] = Field(
         default=None,
-        description="Ordered allow/deny rules. Patterns support * wildcards and optional regex constraints on tool arguments.",
+        description="Ordered allow/deny rules. Patterns use regex for tool names/types and optional regex constraints on tool arguments.",
     )
     default_action: Literal["allow", "deny"] = Field(
         default="deny", description="Fallback decision when no rule matches"
diff --git a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_tool_permission.py b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_tool_permission.py
index 5468dcf9491..a7fd1c64955 100644
--- a/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_tool_permission.py
+++ b/tests/test_litellm/proxy/guardrails/guardrail_hooks/test_tool_permission.py
@@ -3,6 +3,7 @@ Unit tests for Tool Permission Guardrail (OpenAI tool_calls semantics)
 """
 
 import os
+import re
 import sys
 from unittest.mock import patch
 
@@ -36,15 +37,19 @@ class TestToolPermissionGuardrail:
     def setup_method(self):
         """Set up test fixtures"""
         self.test_rules = [
-            {"id": "allow_bash", "tool_name": "Bash", "decision": "allow"},
-            {"id": "allow_github", "tool_name": "mcp__github_*", "decision": "allow"},
+            {"id": "allow_bash", "tool_name": r"^Bash$", "decision": "allow"},
             {
-                "id": "allow_documentation",
-                "tool_name": "mcp__aws-documentation_*_documentation",
+                "id": "allow_github",
+                "tool_name": r"^mcp__github_.*$",
                 "decision": "allow",
             },
-            {"id": "deny_read", "tool_name": "Read", "decision": "deny"},
-            {"id": "deny_get", "tool_name": "*_get", "decision": "deny"},
+            {
+                "id": "allow_documentation",
+                "tool_name": r"^mcp__aws-documentation_.*_documentation$",
+                "decision": "allow",
+            },
+            {"id": "deny_read", "tool_name": r"^Read$", "decision": "deny"},
+            {"id": "deny_get", "tool_name": r".*_get$", "decision": "deny"},
         ]
 
         self.guardrail = ToolPermissionGuardrail(
@@ -64,50 +69,91 @@ class TestToolPermissionGuardrail:
             self.guardrail.supported_event_hooks or []
         )
 
-    def test_pattern_matching_exact(self):
-        """Test exact pattern matching"""
-        assert self.guardrail._matches_pattern("Read", "Read") is True
-        assert self.guardrail._matches_pattern("Write", "Read") is False
+    def test_matches_regex_helper(self):
+        pattern = re.compile(r"^Read$")
+        assert self.guardrail._matches_regex(pattern, "Read") is True
+        assert self.guardrail._matches_regex(pattern, "Write") is False
+        assert self.guardrail._matches_regex(None, "Any") is True
+        assert self.guardrail._matches_regex(pattern, None) is False
 
-    def test_pattern_matching_wildcards(self):
-        """Test wildcard pattern matching"""
-        assert (
-            self.guardrail._matches_pattern(
-                "mcp__github_add_issue_comment", "mcp__github_*"
-            )
-            is True
+    def test_rule_matches_tool_with_type_only(self):
+        guardrail = ToolPermissionGuardrail(
+            guardrail_name="type-only",
+            rules=[
+                {
+                    "id": "allow_functions",
+                    "tool_type": r"^function$",
+                    "decision": "allow",
+                }
+            ],
+            default_action="deny",
+            on_disallowed_action="block",
         )
-        assert (
-            self.guardrail._matches_pattern(
-                "mcp__github_add_issue_comment", "mcp__github_*_comment"
-            )
-            is True
+
+        is_allowed, rule_id, _ = guardrail._check_tool_permission("AnyTool", "function")
+        assert is_allowed is True
+        assert rule_id == "allow_functions"
+
+        is_allowed, rule_id, _ = guardrail._check_tool_permission("AnyTool", "custom")
+        assert is_allowed is False
+        assert rule_id is None
+
+    def test_rule_matches_tool_with_name_and_type(self):
+        guardrail = ToolPermissionGuardrail(
+            guardrail_name="name-type",
+            rules=[
+                {
+                    "id": "allow_specific",
+                    "tool_name": r"^Bash$",
+                    "tool_type": r"^function$",
+                    "decision": "allow",
+                }
+            ],
+            default_action="deny",
+            on_disallowed_action="block",
         )
-        assert (
-            self.guardrail._matches_pattern(
-                "mcp__github_add_issue_comment", "*_comment"
+
+        is_allowed, rule_id, _ = guardrail._check_tool_permission("Bash", "function")
+        assert is_allowed is True
+        assert rule_id == "allow_specific"
+
+        is_allowed, rule_id, _ = guardrail._check_tool_permission("Bash", "custom")
+        assert is_allowed is False
+        assert rule_id is None
+
+    def test_rule_requires_name_or_type(self):
+        with pytest.raises(ValueError):
+            ToolPermissionGuardrail(
+                guardrail_name="invalid-rule",
+                rules=[{"id": "no_target", "decision": "allow"}],
+                default_action="deny",
+                on_disallowed_action="block",
             )
-            is True
+
+    def test_type_only_rule_skips_param_patterns(self):
+        guardrail = ToolPermissionGuardrail(
+            guardrail_name="type-param",
+            rules=[
+                {
+                    "id": "allow_type_only",
+                    "tool_type": r"^function$",
+                    "decision": "allow",
+                    "allowed_param_patterns": {"foo": r"^bar$"},
+                }
+            ],
+            default_action="deny",
+            on_disallowed_action="block",
         )
-        assert (
-            self.guardrail._matches_pattern(
-                "mcp__git_add_issue_comment", "mcp__github_*"
-            )
-            is False
-        )
-        assert (
-            self.guardrail._matches_pattern(
-                "mcp__github_assign_copilot_to_issue", "mcp__github_*_comment"
-            )
-            is False
-        )
-        assert (
-            self.guardrail._matches_pattern(
-                "mcp__github_assign_copilot_to_issue", "*_comment"
-            )
-            is False
+
+        tool_call = ChatCompletionMessageToolCall(
+            function={"name": "AnyTool", "arguments": "{}"},
+            type="function",
         )
 
+        is_allowed, rule_id, _ = guardrail._get_permission_for_tool_call(tool_call)
+        assert is_allowed is True
+        assert rule_id == "allow_type_only"
+
     def test_check_tool_permission_allow(self):
         is_allowed, rule_id, msg = self.guardrail._check_tool_permission("Bash")
         assert is_allowed is True
@@ -232,7 +278,7 @@ class TestToolPermissionGuardrail:
             rules=[
                 {
                     "id": "allow_mail",
-                    "tool_name": "mail_mcp-send_email",
+                    "tool_name": r"^mail_mcp-send_email$",
                     "decision": "allow",
                     "allowed_param_patterns": {
                         "to[]": r"^.+@berri\.ai$",
@@ -267,7 +313,7 @@ class TestToolPermissionGuardrail:
             rules=[
                 {
                     "id": "allow_mail",
-                    "tool_name": "mail_mcp-send_email",
+                    "tool_name": r"^mail_mcp-send_email$",
                     "decision": "allow",
                     "allowed_param_patterns": {"to[]": r"^.+@berri\.ai$"},
                 }
@@ -300,7 +346,7 @@ class TestToolPermissionGuardrail:
             rules=[
                 {
                     "id": "allow_mail",
-                    "tool_name": "mail_mcp-send_email",
+                    "tool_name": r"^mail_mcp-send_email$",
                     "decision": "allow",
                     "allowed_param_patterns": {"to[]": r"^.+@berri\.ai$"},
                 }
@@ -339,7 +385,7 @@ class TestToolPermissionGuardrail:
             rules=[
                 {
                     "id": "deny_gmail",
-                    "tool_name": "mail_mcp-send_email",
+                    "tool_name": r"^mail_mcp-send_email$",
                     "decision": "deny",
                     "allowed_param_patterns": {"to[]": r"^.+@gmail\.com$"},
                 }
@@ -486,7 +532,9 @@ class TestToolPermissionGuardrailIntegration:
     def test_default_action_allow(self):
         guardrail = ToolPermissionGuardrail(
             guardrail_name="test-allow-default",
-            rules=[{"id": "deny_read", "tool_name": "Read", "decision": "deny"}],
+            rules=[
+                {"id": "deny_read", "tool_name": r"^Read$", "decision": "deny"}
+            ],
             default_action="allow",
         )
 
diff --git a/ui/litellm-dashboard/src/components/guardrails/tool_permission/ToolPermissionRulesEditor.tsx b/ui/litellm-dashboard/src/components/guardrails/tool_permission/ToolPermissionRulesEditor.tsx
index 790876ed3f0..68bbc055f45 100644
--- a/ui/litellm-dashboard/src/components/guardrails/tool_permission/ToolPermissionRulesEditor.tsx
+++ b/ui/litellm-dashboard/src/components/guardrails/tool_permission/ToolPermissionRulesEditor.tsx
@@ -9,7 +9,8 @@ export type ToolPermissionOnDisallowedAction = "block" | "rewrite";
 
 export interface ToolPermissionRuleConfig {
   id: string;
-  tool_name: string;
+  tool_name?: string;
+  tool_type?: string;
   decision: ToolPermissionDecision;
   allowed_param_patterns?: Record<string, string>;
 }
@@ -67,7 +68,6 @@ const ToolPermissionRulesEditor: React.FC<ToolPermissionRulesEditorProps> = ({
       ...config.rules,
       {
         id: `rule_${Math.random().toString(36).slice(2, 8)}`,
-        tool_name: "",
         decision: "allow" as ToolPermissionDecision,
         allowed_param_patterns: undefined,
       },
@@ -195,8 +195,8 @@ const ToolPermissionRulesEditor: React.FC<ToolPermissionRulesEditorProps> = ({
         <div>
           <Text className="text-lg font-semibold">LiteLLM Tool Permission Guardrail</Text>
           <Text className="text-sm text-gray-500">
-            Use wildcards (e.g., mcp__github_*) to scope which tools can run and optionally constrain
-            payload fields.
+            Provide regex patterns (e.g., ^mcp__github_.*$) for tool names or types and optionally
+            constrain payload fields.
           </Text>
         </div>
         {!disabled && (
@@ -242,12 +242,32 @@ const ToolPermissionRulesEditor: React.FC<ToolPermissionRulesEditorProps> = ({
                   />
                 </div>
                 <div>
-                  <Text className="text-sm font-medium">Tool Name / Pattern</Text>
+                  <Text className="text-sm font-medium">Tool Name (optional)</Text>
                   <Input
                     disabled={disabled}
-                    placeholder="mcp__github_*"
-                    value={rule.tool_name}
-                    onChange={(e) => updateRule(index, { tool_name: e.target.value })}
+                    placeholder="^mcp__github_.*$"
+                    value={rule.tool_name ?? ""}
+                    onChange={(e) =>
+                      updateRule(index, {
+                        tool_name: e.target.value.trim() === "" ? undefined : e.target.value,
+                      })
+                    }
+                  />
+                </div>
+              </div>
+
+              <div className="grid grid-cols-1 gap-4 md:grid-cols-2 mt-4">
+                <div>
+                  <Text className="text-sm font-medium">Tool Type (optional)</Text>
+                  <Input
+                    disabled={disabled}
+                    placeholder="^function$"
+                    value={rule.tool_type ?? ""}
+                    onChange={(e) =>
+                      updateRule(index, {
+                        tool_type: e.target.value.trim() === "" ? undefined : e.target.value,
+                      })
+                    }
                   />
                 </div>
               </div>

From 87050c6a022053147fde198d418312615a08981b Mon Sep 17 00:00:00 2001
From: Saar wintrov <saar1122@gmail.com>
Date: Fri, 28 Nov 2025 07:27:23 +0200
Subject: [PATCH 34/37] SSO: fix the generic SSO provider (#17227)

* SSO: fix the generic SSO provider

* adding tests
---
 litellm/proxy/management_endpoints/ui_sso.py  |  12 +-
 .../proxy/management_endpoints/test_ui_sso.py | 221 ++++++++++++++++++
 2 files changed, 225 insertions(+), 8 deletions(-)

diff --git a/litellm/proxy/management_endpoints/ui_sso.py b/litellm/proxy/management_endpoints/ui_sso.py
index 44b593efea4..a033e2cf5f4 100644
--- a/litellm/proxy/management_endpoints/ui_sso.py
+++ b/litellm/proxy/management_endpoints/ui_sso.py
@@ -1253,7 +1253,8 @@ class SSOAuthenticationHandler:
         Priority order:
         1. CLI state (if provided)
         2. GENERIC_CLIENT_STATE environment variable
-        3. Generated UUID for Okta (if Okta endpoint detected)
+        3. Generated UUID (required by Okta and most OAuth providers)
+
 
         Args:
             state: Optional state parameter (e.g., CLI state)
@@ -1275,13 +1276,8 @@ class SSOAuthenticationHandler:
             generic_client_state = os.getenv("GENERIC_CLIENT_STATE", None)
             if generic_client_state:
                 redirect_params["state"] = generic_client_state
-            elif (
-                generic_authorization_endpoint
-                and "okta" in generic_authorization_endpoint
-            ):
-                redirect_params["state"] = (
-                    uuid.uuid4().hex
-                )  # set state param for okta - required
+            else:
+                redirect_params["state"] = uuid.uuid4().hex
 
         # Handle PKCE (Proof Key for Code Exchange) if enabled
         # Set GENERIC_CLIENT_USE_PKCE=true to enable PKCE for enhanced OAuth security
diff --git a/tests/test_litellm/proxy/management_endpoints/test_ui_sso.py b/tests/test_litellm/proxy/management_endpoints/test_ui_sso.py
index 4f5f4e0d858..f01813fa587 100644
--- a/tests/test_litellm/proxy/management_endpoints/test_ui_sso.py
+++ b/tests/test_litellm/proxy/management_endpoints/test_ui_sso.py
@@ -2239,6 +2239,227 @@ class TestGenericResponseConvertorNestedAttributes:
             assert result.display_name == "user-sub-123"  # Top-level attribute works
 
 
+class TestGetGenericSSORedirectParams:
+    """Test _get_generic_sso_redirect_params state parameter priority handling"""
+
+    def test_state_priority_cli_state_provided(self):
+        """
+        Test that CLI state takes highest priority when provided
+        """
+        from litellm.proxy.management_endpoints.ui_sso import SSOAuthenticationHandler
+
+        # Arrange
+        cli_state = "litellm-session-token:sk-test123"
+        
+        with patch.dict(os.environ, {"GENERIC_CLIENT_STATE": "env_state_value"}):
+            # Act
+            redirect_params, code_verifier = (
+                SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                    state=cli_state,
+                    generic_authorization_endpoint="https://auth.example.com/authorize",
+                )
+            )
+
+            # Assert
+            assert redirect_params["state"] == cli_state
+            assert code_verifier is None  # PKCE not enabled by default
+
+    def test_state_priority_env_variable_when_no_cli_state(self):
+        """
+        Test that GENERIC_CLIENT_STATE environment variable is used when CLI state is not provided
+        """
+        from litellm.proxy.management_endpoints.ui_sso import SSOAuthenticationHandler
+
+        # Arrange
+        env_state = "custom_env_state_value"
+        
+        with patch.dict(os.environ, {"GENERIC_CLIENT_STATE": env_state}):
+            # Act
+            redirect_params, code_verifier = (
+                SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                    state=None,
+                    generic_authorization_endpoint="https://auth.example.com/authorize",
+                )
+            )
+
+            # Assert
+            assert redirect_params["state"] == env_state
+            assert code_verifier is None
+
+    def test_state_priority_generated_uuid_fallback(self):
+        """
+        Test that a UUID is generated when neither CLI state nor env variable is provided
+        """
+        from litellm.proxy.management_endpoints.ui_sso import SSOAuthenticationHandler
+
+        # Arrange - no CLI state and no env variable
+        with patch.dict(os.environ, {}, clear=False):
+            # Remove GENERIC_CLIENT_STATE if it exists
+            os.environ.pop("GENERIC_CLIENT_STATE", None)
+            
+            # Act
+            redirect_params, code_verifier = (
+                SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                    state=None,
+                    generic_authorization_endpoint="https://auth.example.com/authorize",
+                )
+            )
+
+            # Assert
+            assert "state" in redirect_params
+            assert redirect_params["state"] is not None
+            assert len(redirect_params["state"]) == 32  # UUID hex is 32 chars
+            assert code_verifier is None
+
+    def test_state_with_pkce_enabled(self):
+        """
+        Test that PKCE parameters are generated when GENERIC_CLIENT_USE_PKCE is enabled
+        """
+        import base64
+        import hashlib
+
+        from litellm.proxy.management_endpoints.ui_sso import SSOAuthenticationHandler
+
+        # Arrange
+        test_state = "test_state_123"
+        
+        with patch.dict(os.environ, {"GENERIC_CLIENT_USE_PKCE": "true"}):
+            # Act
+            redirect_params, code_verifier = (
+                SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                    state=test_state,
+                    generic_authorization_endpoint="https://auth.example.com/authorize",
+                )
+            )
+
+            # Assert state
+            assert redirect_params["state"] == test_state
+            
+            # Assert PKCE parameters
+            assert code_verifier is not None
+            assert len(code_verifier) == 43  # Standard PKCE verifier length
+            assert "code_challenge" in redirect_params
+            assert "code_challenge_method" in redirect_params
+            assert redirect_params["code_challenge_method"] == "S256"
+            
+            # Verify code_challenge is correctly derived from code_verifier
+            expected_challenge_bytes = hashlib.sha256(
+                code_verifier.encode("utf-8")
+            ).digest()
+            expected_challenge = (
+                base64.urlsafe_b64encode(expected_challenge_bytes)
+                .decode("utf-8")
+                .rstrip("=")
+            )
+            assert redirect_params["code_challenge"] == expected_challenge
+
+    def test_state_with_pkce_disabled(self):
+        """
+        Test that PKCE parameters are NOT generated when GENERIC_CLIENT_USE_PKCE is false
+        """
+        from litellm.proxy.management_endpoints.ui_sso import SSOAuthenticationHandler
+
+        # Arrange
+        test_state = "test_state_456"
+        
+        with patch.dict(os.environ, {"GENERIC_CLIENT_USE_PKCE": "false"}):
+            # Act
+            redirect_params, code_verifier = (
+                SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                    state=test_state,
+                    generic_authorization_endpoint="https://auth.example.com/authorize",
+                )
+            )
+
+            # Assert
+            assert redirect_params["state"] == test_state
+            assert code_verifier is None
+            assert "code_challenge" not in redirect_params
+            assert "code_challenge_method" not in redirect_params
+
+    def test_state_priority_cli_state_overrides_env_with_pkce(self):
+        """
+        Test that CLI state takes priority over env variable even when PKCE is enabled
+        """
+        from litellm.proxy.management_endpoints.ui_sso import SSOAuthenticationHandler
+
+        # Arrange
+        cli_state = "cli_state_priority"
+        env_state = "env_state_should_not_be_used"
+        
+        with patch.dict(
+            os.environ,
+            {
+                "GENERIC_CLIENT_STATE": env_state,
+                "GENERIC_CLIENT_USE_PKCE": "true",
+            },
+        ):
+            # Act
+            redirect_params, code_verifier = (
+                SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                    state=cli_state,
+                    generic_authorization_endpoint="https://auth.example.com/authorize",
+                )
+            )
+
+            # Assert
+            assert redirect_params["state"] == cli_state  # CLI state takes priority
+            assert redirect_params["state"] != env_state
+            
+            # PKCE should still be generated
+            assert code_verifier is not None
+            assert "code_challenge" in redirect_params
+            assert "code_challenge_method" in redirect_params
+
+    def test_empty_string_state_uses_env_variable(self):
+        """
+        Test that empty string state is treated as None and uses env variable
+        """
+        from litellm.proxy.management_endpoints.ui_sso import SSOAuthenticationHandler
+
+        # Arrange
+        env_state = "env_state_for_empty_cli"
+        
+        with patch.dict(os.environ, {"GENERIC_CLIENT_STATE": env_state}):
+            # Act
+            redirect_params, code_verifier = (
+                SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                    state="",  # Empty string
+                    generic_authorization_endpoint="https://auth.example.com/authorize",
+                )
+            )
+
+            # Assert - empty string is falsy, so env variable should be used
+            # Note: This tests current implementation behavior
+            # If empty string should be treated differently, implementation needs update
+            assert redirect_params["state"] == env_state
+
+    def test_multiple_calls_generate_different_uuids(self):
+        """
+        Test that multiple calls without state generate different UUIDs
+        """
+        from litellm.proxy.management_endpoints.ui_sso import SSOAuthenticationHandler
+
+        # Arrange - no state provided
+        with patch.dict(os.environ, {}, clear=False):
+            os.environ.pop("GENERIC_CLIENT_STATE", None)
+            
+            # Act
+            params1, _ = SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                state=None,
+                generic_authorization_endpoint="https://auth.example.com/authorize",
+            )
+            params2, _ = SSOAuthenticationHandler._get_generic_sso_redirect_params(
+                state=None,
+                generic_authorization_endpoint="https://auth.example.com/authorize",
+            )
+
+            # Assert
+            assert params1["state"] != params2["state"]
+            assert len(params1["state"]) == 32
+            assert len(params2["state"]) == 32
+
+
 class TestPKCEFunctionality:
     """Test PKCE (Proof Key for Code Exchange) functionality"""
 

From 8aa4f3d476f373bd8c0520dfdb15147353641118 Mon Sep 17 00:00:00 2001
From: Andy Forest <andy@dimentians.com>
Date: Fri, 28 Nov 2025 00:50:35 -0500
Subject: [PATCH 35/37] fix(bedrock): handle cohere v4 embed response
 dictionary format (#17220)

---
 .../llms/cohere/embed/v1_transformation.py    | 10 +++-
 .../bedrock/embed/test_bedrock_embedding.py   | 55 ++++++++++++++++++-
 2 files changed, 62 insertions(+), 3 deletions(-)

diff --git a/litellm/llms/cohere/embed/v1_transformation.py b/litellm/llms/cohere/embed/v1_transformation.py
index 1a4bc393e84..feca9cb5b88 100644
--- a/litellm/llms/cohere/embed/v1_transformation.py
+++ b/litellm/llms/cohere/embed/v1_transformation.py
@@ -1,5 +1,5 @@
 """
-Legacy /v1/embedding transformation logic for Bedrock Cohere. 
+Legacy /v1/embedding transformation logic for Bedrock Cohere.
 """
 
 from typing import Any, List, Optional, Union
@@ -123,7 +123,13 @@ class CohereEmbeddingConfig:
         """
         embeddings = response_json["embeddings"]
         output_data = []
-        is_embeddings_by_type = response_json.get("response_type") == "embeddings_by_type"
+        is_embeddings_by_type = (
+            response_json.get("response_type") == "embeddings_by_type"
+        )
+
+        if isinstance(embeddings, dict):
+            is_embeddings_by_type = True
+
         if is_embeddings_by_type:
             for embedding_type in embeddings:
                 for idx, embedding in enumerate(embeddings[embedding_type]):
diff --git a/tests/test_litellm/llms/bedrock/embed/test_bedrock_embedding.py b/tests/test_litellm/llms/bedrock/embed/test_bedrock_embedding.py
index a266bea3513..d6253e59488 100644
--- a/tests/test_litellm/llms/bedrock/embed/test_bedrock_embedding.py
+++ b/tests/test_litellm/llms/bedrock/embed/test_bedrock_embedding.py
@@ -554,4 +554,57 @@ def test_bedrock_embedding_extra_headers_and_headers_merge():
             print(f"  Final headers: {list(headers.keys())}")
             
         except Exception as e:
-            pytest.fail(f"Failed to merge and forward headers: {str(e)}")
\ No newline at end of file
+            pytest.fail(f"Failed to merge and forward headers: {str(e)}")
+
+
+def test_bedrock_cohere_v4_embedding_response_parsing():
+    """
+    Test parsing of Bedrock Cohere v4 embedding response which returns a dictionary of embeddings
+    keyed by type (e.g. 'float', 'int8') instead of a direct list.
+    """
+    litellm.set_verbose = True
+    client = HTTPHandler()
+    test_api_key = "test-bearer-token-12345"
+    model = "bedrock/cohere.embed-v4:0"
+
+    # Mock response for Cohere v4 with multiple embedding types
+    cohere_v4_response = {
+        "embeddings": {
+            "float": [[0.1, 0.2, 0.3]],
+            "int8": [[1, 2, 3]]
+        },
+        "response_type": "embeddings_by_type",
+        "id": "test-id",
+        "texts": ["test input"]
+    }
+
+    with patch.object(client, "post") as mock_post:
+        mock_response = Mock()
+        mock_response.status_code = 200
+        mock_response.text = json.dumps(cohere_v4_response)
+        mock_response.json = lambda: json.loads(mock_response.text)
+        mock_post.return_value = mock_response
+
+        response = litellm.embedding(
+            model=model,
+            input=["test input"],
+            client=client,
+            aws_region_name="us-east-1",
+            aws_bedrock_runtime_endpoint="https://bedrock-runtime.us-east-1.amazonaws.com",
+            api_key=test_api_key
+        )
+
+        assert isinstance(response, litellm.EmbeddingResponse)
+        
+        # Verify we get two embedding objects back (one for float, one for int8)
+        assert len(response.data) == 2
+        
+        # Check first embedding (float)
+        assert response.data[0]['object'] == 'embedding'
+        assert response.data[0]['embedding'] == [0.1, 0.2, 0.3]
+        assert response.data[0]['type'] == 'float'
+        
+        # Check second embedding (int8)
+        assert response.data[1]['object'] == 'embedding'
+        assert response.data[1]['embedding'] == [1, 2, 3]
+        assert response.data[1]['type'] == 'int8'

From bbea83fd9366bf6cd2592eed133b00bda0421015 Mon Sep 17 00:00:00 2001
From: Omkar Malpure <77787482+omkar806@users.noreply.github.com>
Date: Fri, 28 Nov 2025 11:29:24 +0530
Subject: [PATCH 36/37] Fix : acompletion throws error with SambaNova models
 (#17217)

Co-authored-by: Omkar Malpure <omkarmalpure@Omkars-MacBook-Pro.local>
---
 litellm/llms/sambanova/chat.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/litellm/llms/sambanova/chat.py b/litellm/llms/sambanova/chat.py
index b0534347c9a..2218c808721 100644
--- a/litellm/llms/sambanova/chat.py
+++ b/litellm/llms/sambanova/chat.py
@@ -121,5 +121,10 @@ class SambanovaConfig(OpenAIGPTConfig):
         SambaNova API doesn't support content as a list - only string content.
         This converts content lists like [{"type": "text", "text": "..."}] to strings.
         """
+        async def _async_transform():
+            return handle_messages_with_content_list_to_str_conversion(messages)
+
+        if is_async:
+            return _async_transform()
         messages = handle_messages_with_content_list_to_str_conversion(messages)
         return messages

From 205a563b65d179063ea90128081a0676f75235c2 Mon Sep 17 00:00:00 2001
From: v0rtex20k <55466324+v0rtex20k@users.noreply.github.com>
Date: Fri, 28 Nov 2025 01:10:19 -0500
Subject: [PATCH 37/37] Allow wildcard routes for nonproxy admin (SCIM)
 (#17178)

* checked for wildcards in nonproxy

* ready
---
 litellm/proxy/auth/route_checks.py            |  6 ++++
 .../proxy/auth/test_route_checks.py           | 28 +++++++++++++++++++
 2 files changed, 34 insertions(+)

diff --git a/litellm/proxy/auth/route_checks.py b/litellm/proxy/auth/route_checks.py
index 664b8a9ddce..76621e95cd3 100644
--- a/litellm/proxy/auth/route_checks.py
+++ b/litellm/proxy/auth/route_checks.py
@@ -241,6 +241,12 @@ class RouteChecks:
                     route_allowed = True
                     break
 
+                if RouteChecks._route_matches_wildcard_pattern(
+                    route=route, pattern=allowed_route
+                ):
+                    route_allowed = True
+                    break
+
             if not route_allowed:
                 RouteChecks._raise_admin_only_route_exception(
                     user_obj=user_obj, route=route
diff --git a/tests/test_litellm/proxy/auth/test_route_checks.py b/tests/test_litellm/proxy/auth/test_route_checks.py
index b2a51de3d67..de2aa2427ca 100644
--- a/tests/test_litellm/proxy/auth/test_route_checks.py
+++ b/tests/test_litellm/proxy/auth/test_route_checks.py
@@ -732,3 +732,31 @@ def test_videos_route_with_virtual_key_llm_api_routes():
         assert (
             result is True
         ), f"Virtual key with llm_api_routes should be able to access {route}"
+
+def test_non_proxy_admin_wildcard_allowed_routes():
+    """Test that nonproxy admin users can still use wildcard routes"""
+
+    user_obj = LiteLLM_UserTable(
+        user_id="test_user",
+        user_email="test@example.com",
+        user_role=LitellmUserRoles.INTERNAL_USER.value,
+    )
+
+    valid_token = UserAPIKeyAuth(
+        user_id="test_user",
+        user_role=LitellmUserRoles.INTERNAL_USER.value,
+        allowed_routes=["/scim/*"],
+    )
+    
+    request = MagicMock(spec=Request)
+    request.query_params = {}
+
+    RouteChecks.non_proxy_admin_allowed_routes_check(
+        user_obj=user_obj,
+        _user_role=LitellmUserRoles.INTERNAL_USER.value,
+        route="/scim/v2/Users",
+        request=request,
+        valid_token=valid_token,
+        request_data={},
+    )
+