diff --git a/docs/my-website/docs/proxy/config_settings.md b/docs/my-website/docs/proxy/config_settings.md
index d87c8b3f468..3bffc141fde 100644
--- a/docs/my-website/docs/proxy/config_settings.md
+++ b/docs/my-website/docs/proxy/config_settings.md
@@ -487,6 +487,7 @@ router_settings:
 | DEFAULT_CRON_JOB_LOCK_TTL_SECONDS | Time-to-live for cron job locks in seconds. Default is 60 (1 minute)
 | DEFAULT_DATAFORSEO_LOCATION_CODE | Default location code for DataForSEO search API. Default is 2250 (France)
 | DEFAULT_FAILURE_THRESHOLD_PERCENT | Threshold percentage of failures to cool down a deployment. Default is 0.5 (50%)
+| DEFAULT_FAILURE_THRESHOLD_MINIMUM_REQUESTS | Minimum number of requests before applying error rate cooldown. Prevents cooldown from triggering on first failure. Default is 5
 | DEFAULT_FLUSH_INTERVAL_SECONDS | Default interval in seconds for flushing operations. Default is 5
 | DEFAULT_HEALTH_CHECK_INTERVAL | Default interval in seconds for health checks. Default is 300 (5 minutes)
 | DEFAULT_HEALTH_CHECK_PROMPT | Default prompt used during health checks for non-image models. Default is "test from litellm"
diff --git a/litellm/integrations/anthropic_cache_control_hook.py b/litellm/integrations/anthropic_cache_control_hook.py
index 45b932a73af..5df79580d3e 100644
--- a/litellm/integrations/anthropic_cache_control_hook.py
+++ b/litellm/integrations/anthropic_cache_control_hook.py
@@ -7,7 +7,7 @@ Users can define
 """
 
 import copy
-from typing import Any, Dict, List, Optional, Tuple, Union, cast
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union, cast
 
 from litellm._logging import verbose_logger
 from litellm.integrations.custom_logger import CustomLogger
@@ -21,6 +21,11 @@ from litellm.types.llms.openai import AllMessageValues, ChatCompletionCachedCont
 from litellm.types.prompts.init_prompts import PromptSpec
 from litellm.types.utils import StandardCallbackDynamicParams
 
+if TYPE_CHECKING:
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
+else:
+    LiteLLMLoggingObj = Any
+
 
 class AnthropicCacheControlHook(CustomPromptManagement):
     def get_chat_completion_prompt(
@@ -198,11 +203,13 @@ class AnthropicCacheControlHook(CustomPromptManagement):
         prompt_id: Optional[str],
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
-        litellm_logging_obj: Any,
+        litellm_logging_obj: LiteLLMLoggingObj,
         prompt_spec: Optional[PromptSpec] = None,
         tools: Optional[List[Dict]] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
+        ignore_prompt_manager_model: Optional[bool] = False,
+        ignore_prompt_manager_optional_params: Optional[bool] = False,
     ) -> Tuple[str, List[AllMessageValues], dict]:
         """Async version - delegates to sync since no async operations needed."""
         return self.get_chat_completion_prompt(
@@ -212,8 +219,11 @@ class AnthropicCacheControlHook(CustomPromptManagement):
             prompt_id=prompt_id,
             prompt_variables=prompt_variables,
             dynamic_callback_params=dynamic_callback_params,
+            prompt_spec=prompt_spec,
             prompt_label=prompt_label,
             prompt_version=prompt_version,
+            ignore_prompt_manager_model=ignore_prompt_manager_model,
+            ignore_prompt_manager_optional_params=ignore_prompt_manager_optional_params,
         )
 
     @staticmethod
diff --git a/litellm/integrations/arize/arize_phoenix_prompt_manager.py b/litellm/integrations/arize/arize_phoenix_prompt_manager.py
index aa028e389ca..19af0bb9552 100644
--- a/litellm/integrations/arize/arize_phoenix_prompt_manager.py
+++ b/litellm/integrations/arize/arize_phoenix_prompt_manager.py
@@ -13,6 +13,7 @@ from litellm.integrations.prompt_management_base import (
     PromptManagementClient,
 )
 from litellm.types.llms.openai import AllMessageValues
+from litellm.types.prompts.init_prompts import PromptSpec
 from litellm.types.utils import StandardCallbackDynamicParams
 
 from .arize_phoenix_client import ArizePhoenixClient
@@ -362,7 +363,8 @@ class ArizePhoenixPromptManager(CustomPromptManagement):
 
     def should_run_prompt_management(
         self,
-        prompt_id: str,
+        prompt_id: Optional[str],
+        prompt_spec: Optional[PromptSpec],
         dynamic_callback_params: StandardCallbackDynamicParams,
     ) -> bool:
         """
@@ -375,7 +377,8 @@ class ArizePhoenixPromptManager(CustomPromptManagement):
 
     def _compile_prompt_helper(
         self,
-        prompt_id: str,
+        prompt_id: Optional[str],
+        prompt_spec: Optional[PromptSpec],
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
         prompt_label: Optional[str] = None,
@@ -390,6 +393,8 @@ class ArizePhoenixPromptManager(CustomPromptManagement):
         3. Returns formatted chat messages
         4. Extracts model and optional parameters from metadata
         """
+        if prompt_id is None:
+            raise ValueError("prompt_id is required for Arize Phoenix prompt manager")
         try:
             # Load the prompt from Arize Phoenix if not already loaded
             if prompt_id not in self.prompt_manager.prompts:
@@ -426,6 +431,30 @@ class ArizePhoenixPromptManager(CustomPromptManagement):
         except Exception as e:
             raise ValueError(f"Error compiling prompt '{prompt_id}': {e}")
 
+    async def async_compile_prompt_helper(
+        self,
+        prompt_id: Optional[str],
+        prompt_variables: Optional[dict],
+        dynamic_callback_params: StandardCallbackDynamicParams,
+        prompt_spec: Optional[PromptSpec] = None,
+        prompt_label: Optional[str] = None,
+        prompt_version: Optional[int] = None,
+    ) -> PromptManagementClient:
+        """
+        Async version of compile prompt helper. Since Arize Phoenix operations are synchronous,
+        this simply delegates to the sync version.
+        """
+        if prompt_id is None:
+            raise ValueError("prompt_id is required for Arize Phoenix prompt manager")
+        return self._compile_prompt_helper(
+            prompt_id=prompt_id,
+            prompt_spec=prompt_spec,
+            prompt_variables=prompt_variables,
+            dynamic_callback_params=dynamic_callback_params,
+            prompt_label=prompt_label,
+            prompt_version=prompt_version,
+        )
+
     def get_chat_completion_prompt(
         self,
         model: str,
@@ -434,6 +463,7 @@ class ArizePhoenixPromptManager(CustomPromptManagement):
         prompt_id: Optional[str],
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
+        prompt_spec: Optional[PromptSpec] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
         ignore_prompt_manager_model: Optional[bool] = False,
@@ -450,8 +480,9 @@ class ArizePhoenixPromptManager(CustomPromptManagement):
             prompt_id,
             prompt_variables,
             dynamic_callback_params,
-            prompt_label,
-            prompt_version,
-            self.ignore_prompt_manager_model,
-            self.ignore_prompt_manager_optional_params,
+            prompt_spec=prompt_spec,
+            prompt_label=prompt_label,
+            prompt_version=prompt_version,
+            ignore_prompt_manager_model=ignore_prompt_manager_model,
+            ignore_prompt_manager_optional_params=ignore_prompt_manager_optional_params,
         )
diff --git a/litellm/integrations/bitbucket/bitbucket_prompt_manager.py b/litellm/integrations/bitbucket/bitbucket_prompt_manager.py
index aa6bff5509e..701f2273640 100644
--- a/litellm/integrations/bitbucket/bitbucket_prompt_manager.py
+++ b/litellm/integrations/bitbucket/bitbucket_prompt_manager.py
@@ -3,11 +3,16 @@ BitBucket prompt manager that integrates with LiteLLM's prompt management system
 Fetches .prompt files from BitBucket repositories and provides team-based access control.
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
 
 from jinja2 import DictLoader, Environment, select_autoescape
 
 from litellm.integrations.custom_prompt_management import CustomPromptManagement
+
+if TYPE_CHECKING:
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
+else:
+    LiteLLMLoggingObj = Any
 from litellm.integrations.prompt_management_base import (
     PromptManagementBase,
     PromptManagementClient,
@@ -550,11 +555,13 @@ class BitBucketPromptManager(CustomPromptManagement):
         prompt_id: Optional[str],
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
-        litellm_logging_obj: Any,
+        litellm_logging_obj: LiteLLMLoggingObj,
         prompt_spec: Optional[PromptSpec] = None,
         tools: Optional[List[Dict]] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
+        ignore_prompt_manager_model: Optional[bool] = False,
+        ignore_prompt_manager_optional_params: Optional[bool] = False,
     ) -> Tuple[str, List[AllMessageValues], dict]:
         """
         Async version - delegates to PromptManagementBase async implementation.
@@ -572,4 +579,6 @@ class BitBucketPromptManager(CustomPromptManagement):
             tools=tools,
             prompt_label=prompt_label,
             prompt_version=prompt_version,
+            ignore_prompt_manager_model=ignore_prompt_manager_model,
+            ignore_prompt_manager_optional_params=ignore_prompt_manager_optional_params,
         )
diff --git a/litellm/integrations/custom_prompt_management.py b/litellm/integrations/custom_prompt_management.py
index 875ad8f1ef5..61e619aba65 100644
--- a/litellm/integrations/custom_prompt_management.py
+++ b/litellm/integrations/custom_prompt_management.py
@@ -68,3 +68,16 @@ class CustomPromptManagement(CustomLogger, PromptManagementBase):
         raise NotImplementedError(
             "Custom prompt management does not support compile prompt helper"
         )
+
+    async def async_compile_prompt_helper(
+        self,
+        prompt_id: Optional[str],
+        prompt_variables: Optional[dict],
+        dynamic_callback_params: StandardCallbackDynamicParams,
+        prompt_spec: Optional[PromptSpec] = None,
+        prompt_label: Optional[str] = None,
+        prompt_version: Optional[int] = None,
+    ) -> PromptManagementClient:
+        raise NotImplementedError(
+            "Custom prompt management does not support async compile prompt helper"
+        )
diff --git a/litellm/integrations/dotprompt/dotprompt_manager.py b/litellm/integrations/dotprompt/dotprompt_manager.py
index e3901bd9359..9412ac3c842 100644
--- a/litellm/integrations/dotprompt/dotprompt_manager.py
+++ b/litellm/integrations/dotprompt/dotprompt_manager.py
@@ -4,7 +4,7 @@ Builds on top of PromptManagementBase to provide .prompt file support.
 """
 
 import json
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
 
 from litellm.integrations.custom_prompt_management import CustomPromptManagement
 from litellm.integrations.prompt_management_base import PromptManagementClient
@@ -12,6 +12,11 @@ from litellm.types.llms.openai import AllMessageValues
 from litellm.types.prompts.init_prompts import PromptSpec
 from litellm.types.utils import StandardCallbackDynamicParams
 
+if TYPE_CHECKING:
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
+else:
+    LiteLLMLoggingObj = Any
+
 from .prompt_manager import PromptManager, PromptTemplate
 
 
@@ -224,11 +229,13 @@ class DotpromptManager(CustomPromptManagement):
         prompt_id: Optional[str],
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
-        litellm_logging_obj: Any,
+        litellm_logging_obj: LiteLLMLoggingObj,
         prompt_spec: Optional[PromptSpec] = None,
         tools: Optional[List[Dict]] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
+        ignore_prompt_manager_model: Optional[bool] = False,
+        ignore_prompt_manager_optional_params: Optional[bool] = False,
     ) -> Tuple[str, List[AllMessageValues], dict]:
         """
         Async version - delegates to PromptManagementBase async implementation.
@@ -248,6 +255,8 @@ class DotpromptManager(CustomPromptManagement):
             tools=tools,
             prompt_label=prompt_label,
             prompt_version=prompt_version,
+            ignore_prompt_manager_model=ignore_prompt_manager_model,
+            ignore_prompt_manager_optional_params=ignore_prompt_manager_optional_params,
         )
 
     def _convert_to_messages(self, rendered_content: str) -> List[AllMessageValues]:
diff --git a/litellm/integrations/gitlab/gitlab_prompt_manager.py b/litellm/integrations/gitlab/gitlab_prompt_manager.py
index 85335a811a3..b073948d768 100644
--- a/litellm/integrations/gitlab/gitlab_prompt_manager.py
+++ b/litellm/integrations/gitlab/gitlab_prompt_manager.py
@@ -2,11 +2,16 @@
 GitLab prompt manager with configurable prompts folder.
 """
 
-from typing import Any, Dict, List, Optional, Tuple, Union
+from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
 
 from jinja2 import DictLoader, Environment, select_autoescape
 
 from litellm.integrations.custom_prompt_management import CustomPromptManagement
+
+if TYPE_CHECKING:
+    from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
+else:
+    LiteLLMLoggingObj = Any
 from litellm.integrations.gitlab.gitlab_client import GitLabClient
 from litellm.integrations.prompt_management_base import (
     PromptManagementBase,
@@ -571,11 +576,13 @@ class GitLabPromptManager(CustomPromptManagement):
         prompt_id: Optional[str],
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
-        litellm_logging_obj: Any,
+        litellm_logging_obj: LiteLLMLoggingObj,
         prompt_spec: Optional[PromptSpec] = None,
         tools: Optional[List[Dict]] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
+        ignore_prompt_manager_model: Optional[bool] = False,
+        ignore_prompt_manager_optional_params: Optional[bool] = False,
     ) -> Tuple[str, List[AllMessageValues], dict]:
         """
         Async version - delegates to PromptManagementBase async implementation.
@@ -593,6 +600,8 @@ class GitLabPromptManager(CustomPromptManagement):
             tools=tools,
             prompt_label=prompt_label,
             prompt_version=prompt_version,
+            ignore_prompt_manager_model=ignore_prompt_manager_model,
+            ignore_prompt_manager_optional_params=ignore_prompt_manager_optional_params,
         )
 
 
diff --git a/litellm/integrations/humanloop.py b/litellm/integrations/humanloop.py
index df967272687..369df5ee0bd 100644
--- a/litellm/integrations/humanloop.py
+++ b/litellm/integrations/humanloop.py
@@ -14,6 +14,7 @@ from litellm.caching import DualCache
 from litellm.llms.custom_httpx.http_handler import _get_httpx_client
 from litellm.secret_managers.main import get_secret_str
 from litellm.types.llms.openai import AllMessageValues
+from litellm.types.prompts.init_prompts import PromptSpec
 from litellm.types.utils import StandardCallbackDynamicParams
 
 from .custom_logger import CustomLogger
@@ -156,6 +157,7 @@ class HumanloopLogger(CustomLogger):
         prompt_id: Optional[str],
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
+        prompt_spec: Optional[PromptSpec] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
         ignore_prompt_manager_model: Optional[bool] = False,
@@ -180,6 +182,7 @@ class HumanloopLogger(CustomLogger):
                 prompt_id=prompt_id,
                 prompt_variables=prompt_variables,
                 dynamic_callback_params=dynamic_callback_params,
+                prompt_spec=prompt_spec,
             )
 
         prompt_template = prompt_manager._get_prompt_from_id(
diff --git a/litellm/integrations/langfuse/langfuse.py b/litellm/integrations/langfuse/langfuse.py
index 7d7f5ded614..10347bc7c67 100644
--- a/litellm/integrations/langfuse/langfuse.py
+++ b/litellm/integrations/langfuse/langfuse.py
@@ -3,7 +3,7 @@
 import os
 import traceback
 from datetime import datetime
-from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union, cast
+from typing import TYPE_CHECKING, Any, Callable, Dict, List, Optional, Tuple, Union, cast
 
 from packaging.version import Version
 
@@ -539,12 +539,36 @@ class LangFuseLogger:
             trace_id = clean_metadata.pop("trace_id", None)
             # Use standard_logging_object.trace_id if available (when trace_id from metadata is None)
             # This allows standard trace_id to be used when provided in standard_logging_object
+            # However, we skip standard_logging_object.trace_id if it's a UUID (from litellm_trace_id default),
+            # as we want to fall back to litellm_call_id instead for better traceability.
+            # Note: Users can still explicitly set a UUID trace_id via metadata["trace_id"] (highest priority)
             if trace_id is None and standard_logging_object is not None:
-                trace_id = cast(Optional[str], standard_logging_object.get("trace_id"))
+                standard_trace_id = cast(Optional[str], standard_logging_object.get("trace_id"))
+                # Only use standard_logging_object.trace_id if it's not a UUID
+                # UUIDs are 36 characters with hyphens in format: xxxxxxxx-xxxx-xxxx-xxxx-xxxxxxxxxxxx
+                # We check for this specific pattern to avoid rejecting valid trace_ids that happen to have hyphens
+                # This primarily filters out default litellm_trace_id UUIDs, while still allowing user-provided
+                # trace_ids via metadata["trace_id"] (which is checked first and not affected by this logic)
+                if standard_trace_id is not None:
+                    # Check if it's a UUID: 36 chars, 4 hyphens, specific pattern
+                    is_uuid = (
+                        len(standard_trace_id) == 36
+                        and standard_trace_id.count("-") == 4
+                        and standard_trace_id[8] == "-"
+                        and standard_trace_id[13] == "-"
+                        and standard_trace_id[18] == "-"
+                        and standard_trace_id[23] == "-"
+                    )
+                    if not is_uuid:
+                        trace_id = standard_trace_id
             # Fallback to litellm_call_id if no trace_id found
             if trace_id is None:
                 trace_id = litellm_call_id
             existing_trace_id = clean_metadata.pop("existing_trace_id", None)
+            # If existing_trace_id is provided, use it as the trace_id to return
+            # This allows continuing an existing trace while still returning the correct trace_id
+            if existing_trace_id is not None:
+                trace_id = existing_trace_id
             update_trace_keys = cast(list, clean_metadata.pop("update_trace_keys", []))
             debug = clean_metadata.pop("debug_langfuse", None)
             mask_input = clean_metadata.pop("mask_input", False)
@@ -894,7 +918,7 @@ class LangFuseLogger:
         return Version(self.langfuse_sdk_version) >= Version("2.7.3")
 
     @staticmethod
-    def _apply_masking_function(data: Any, masking_function: callable) -> Any:
+    def _apply_masking_function(data: Any, masking_function: Callable[[Any], Any]) -> Any:
         """
         Apply a masking function to data, handling different data types.
 
diff --git a/litellm/integrations/langfuse/langfuse_prompt_management.py b/litellm/integrations/langfuse/langfuse_prompt_management.py
index 8e562238cc7..adc8ae61d01 100644
--- a/litellm/integrations/langfuse/langfuse_prompt_management.py
+++ b/litellm/integrations/langfuse/langfuse_prompt_management.py
@@ -188,6 +188,8 @@ class LangfusePromptManagement(LangFuseLogger, PromptManagementBase, CustomLogge
         tools: Optional[List[Dict]] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
+        ignore_prompt_manager_model: Optional[bool] = False,
+        ignore_prompt_manager_optional_params: Optional[bool] = False,
     ) -> Tuple[str, List[AllMessageValues], dict,]:
         return self.get_chat_completion_prompt(
             model,
@@ -196,8 +198,11 @@ class LangfusePromptManagement(LangFuseLogger, PromptManagementBase, CustomLogge
             prompt_id,
             prompt_variables,
             dynamic_callback_params,
+            prompt_spec=prompt_spec,
             prompt_label=prompt_label,
             prompt_version=prompt_version,
+            ignore_prompt_manager_model=ignore_prompt_manager_model,
+            ignore_prompt_manager_optional_params=ignore_prompt_manager_optional_params,
         )
 
     def should_run_prompt_management(
diff --git a/litellm/integrations/vector_store_integrations/vector_store_pre_call_hook.py b/litellm/integrations/vector_store_integrations/vector_store_pre_call_hook.py
index 218581a41ad..c94b925ea21 100644
--- a/litellm/integrations/vector_store_integrations/vector_store_pre_call_hook.py
+++ b/litellm/integrations/vector_store_integrations/vector_store_pre_call_hook.py
@@ -12,6 +12,7 @@ import litellm.vector_stores
 from litellm._logging import verbose_logger
 from litellm.integrations.custom_logger import CustomLogger
 from litellm.types.llms.openai import AllMessageValues, ChatCompletionUserMessage
+from litellm.types.prompts.init_prompts import PromptSpec
 from litellm.types.utils import StandardCallbackDynamicParams
 from litellm.types.vector_stores import (
     LiteLLM_ManagedVectorStore,
@@ -23,7 +24,7 @@ from litellm.types.vector_stores import (
 if TYPE_CHECKING:
     from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 else:
-    LiteLLMLoggingObj = None
+    LiteLLMLoggingObj = Any
 
 
 class VectorStorePreCallHook(CustomLogger):
@@ -49,9 +50,12 @@ class VectorStorePreCallHook(CustomLogger):
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
         litellm_logging_obj: LiteLLMLoggingObj,
+        prompt_spec: Optional[PromptSpec] = None,
         tools: Optional[List[Dict]] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
+        ignore_prompt_manager_model: Optional[bool] = False,
+        ignore_prompt_manager_optional_params: Optional[bool] = False,
     ) -> Tuple[str, List[AllMessageValues], dict]:
         """
         Perform vector store search and append results as context to messages.
diff --git a/litellm/llms/azure/files/handler.py b/litellm/llms/azure/files/handler.py
index 50c122ccf2c..69b2d71753b 100644
--- a/litellm/llms/azure/files/handler.py
+++ b/litellm/llms/azure/files/handler.py
@@ -24,13 +24,26 @@ class AzureOpenAIFilesAPI(BaseAzureLLM):
     def __init__(self) -> None:
         super().__init__()
 
+    @staticmethod
+    def _prepare_create_file_data(create_file_data: CreateFileRequest) -> dict[str, Any]:
+        """
+        Prepare create_file_data for OpenAI SDK.
+        
+        Removes expires_after if None to match SDK's Omit pattern.
+        SDK expects file_create_params.ExpiresAfter | Omit, but FileExpiresAfter works at runtime.
+        """
+        data = dict(create_file_data)
+        if data.get("expires_after") is None:
+            data.pop("expires_after", None)
+        return data
+
     async def acreate_file(
         self,
         create_file_data: CreateFileRequest,
         openai_client: AsyncAzureOpenAI,
     ) -> OpenAIFileObject:
         verbose_logger.debug("create_file_data=%s", create_file_data)
-        response = await openai_client.files.create(**create_file_data)
+        response = await openai_client.files.create(**self._prepare_create_file_data(create_file_data))  # type: ignore[arg-type]
         verbose_logger.debug("create_file_response=%s", response)
         return OpenAIFileObject(**response.model_dump())
 
@@ -69,7 +82,7 @@ class AzureOpenAIFilesAPI(BaseAzureLLM):
             return self.acreate_file(
                 create_file_data=create_file_data, openai_client=openai_client
             )
-        response = cast(AzureOpenAI, openai_client).files.create(**create_file_data)
+        response = cast(AzureOpenAI, openai_client).files.create(**self._prepare_create_file_data(create_file_data))  # type: ignore[arg-type]
         return OpenAIFileObject(**response.model_dump())
 
     async def afile_content(
diff --git a/litellm/llms/sap/embed/transformation.py b/litellm/llms/sap/embed/transformation.py
index 6a641626a0b..231cc3ceccf 100644
--- a/litellm/llms/sap/embed/transformation.py
+++ b/litellm/llms/sap/embed/transformation.py
@@ -5,10 +5,8 @@ Translates from OpenAI's `/v1/embeddings` to IBM's `/text/embeddings` route.
 from typing import Optional, List, Dict, Literal, Union
 from pydantic import BaseModel, Field
 from functools import cached_property
-from typing import Dict, List, Literal, Optional, Union
 
 import httpx
-from pydantic import BaseModel, Field
 
 from litellm.llms.base_llm.embedding.transformation import (
     BaseEmbeddingConfig,
diff --git a/litellm/proxy/_experimental/mcp_server/server.py b/litellm/proxy/_experimental/mcp_server/server.py
index edf53e99573..bdff60c932b 100644
--- a/litellm/proxy/_experimental/mcp_server/server.py
+++ b/litellm/proxy/_experimental/mcp_server/server.py
@@ -1280,6 +1280,11 @@ if MCP_AVAILABLE:
                 standard_logging_mcp_tool_call["mcp_server_cost_info"] = (
                     mcp_server.mcp_info or {}
                 ).get("mcp_server_cost_info")
+                # Update model_call_details with the cost info
+                if litellm_logging_obj:
+                    litellm_logging_obj.model_call_details[
+                        "mcp_tool_call_metadata"
+                    ] = standard_logging_mcp_tool_call
                 response = await _handle_managed_mcp_tool(
                     server_name=server_name,
                     name=original_tool_name,  # Pass the full name (potentially prefixed)
@@ -1317,6 +1322,20 @@ if MCP_AVAILABLE:
                 start_time=start_time,
                 end_time=end_time,
             )
+            # Set call_type to call_mcp_tool so cost calculator recognizes it
+            from litellm.types.utils import CallTypes
+
+            litellm_logging_obj.call_type = CallTypes.call_mcp_tool.value
+            # Trigger success logging to build standard_logging_object and call callbacks
+            # async_success_handler will:
+            # 1. Call _success_handler_helper_fn which recognizes call_mcp_tool
+            # 2. Call _process_hidden_params_and_response_cost which:
+            #    - Calculates cost via _response_cost_calculator -> MCPCostCalculator
+            #    - Builds standard_logging_object
+            # 3. Call async_log_success_event on all callbacks
+            await litellm_logging_obj.async_success_handler(
+                result=response, start_time=start_time, end_time=end_time
+            )
         return response
 
     async def mcp_get_prompt(
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/1345-7e09c10108e98f45.js b/litellm/proxy/_experimental/out/_next/static/chunks/1345-c68e14accc28d43b.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/1345-7e09c10108e98f45.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/1345-c68e14accc28d43b.js
index 991d3fe29cf..6c03090144e 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/1345-7e09c10108e98f45.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/1345-c68e14accc28d43b.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/2117-bb4323b3c0b11a1f.js b/litellm/proxy/_experimental/out/_next/static/chunks/2117-26a589a1115bdd0a.js
similarity index 83%
rename from litellm/proxy/_experimental/out/_next/static/chunks/2117-bb4323b3c0b11a1f.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/2117-26a589a1115bdd0a.js
index fae288cfede..10b7be385dc 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/2117-bb4323b3c0b11a1f.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/2117-26a589a1115bdd0a.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/7996-0d49a395a24908e2.js b/litellm/proxy/_experimental/out/_next/static/chunks/7996-dc0963f1c599e551.js
similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/7996-0d49a395a24908e2.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/7996-dc0963f1c599e551.js
index c71cf724cdc..c5ee883a22a 100644
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similarity index 82%
rename from litellm/proxy/_experimental/out/_next/static/chunks/816-e7500f06e5b83b0f.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/816-924f34bbf6b36a05.js
index 495ec91a3d6..43053648660 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/816-e7500f06e5b83b0f.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/816-924f34bbf6b36a05.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/9409-1623bf2af5cc0af0.js b/litellm/proxy/_experimental/out/_next/static/chunks/9409-6eefc92a7f8433ff.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/9409-1623bf2af5cc0af0.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/9409-6eefc92a7f8433ff.js
index 7cfaa9df2ab..d978a180535 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/9409-1623bf2af5cc0af0.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/9409-6eefc92a7f8433ff.js
@@ -1 +1 @@
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/api-reference/page-e1a54745192ab0f1.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/api-reference/page-a6a3e9e67b671303.js
index caff9c0c4e1..f163965ce2b 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-805b3a8223a7f280.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-490ab789ed48b11f.js
similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-805b3a8223a7f280.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-490ab789ed48b11f.js
index e9bb12d87f0..7dd01affc51 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-805b3a8223a7f280.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/api-playground/page-490ab789ed48b11f.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-4af60fa620ffe700.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/budgets/page-6b60bd8b9c36ec3c.js
index 0fd8a92cb78..832828ccee9 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-af292c7e3fe771c1.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-2e9778daf0f3f357.js
similarity index 97%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-af292c7e3fe771c1.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-2e9778daf0f3f357.js
index a1f7bc36cd6..0052ce95e5c 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/caching/page-af292c7e3fe771c1.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-095a440396c1287c.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-c6998461c4bb1948.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-095a440396c1287c.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/experimental/old-usage/page-c6998461c4bb1948.js
index 0de8e7aff5e..5d2b456f33c 100644
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rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/guardrails/page-4fcd456a3982b933.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-3b79b85fbcc1b861.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-1cebd03bcda907b5.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-3b79b85fbcc1b861.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-1cebd03bcda907b5.js
index 42ae02bde4c..eb2768e3d70 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/model-hub/page-3b79b85fbcc1b861.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/models-and-endpoints/page-d2cc187caf42ae8a.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/models-and-endpoints/page-6c5a4f3384f79c4b.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/models-and-endpoints/page-d2cc187caf42ae8a.js
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index 23b621d1f98..a1d409bbed8 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-b2d3dfdee2f701e4.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-f7c090fae98be89f.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-b2d3dfdee2f701e4.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-f7c090fae98be89f.js
index 0aceabe4478..a53c1260c82 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-b2d3dfdee2f701e4.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/playground/page-f7c090fae98be89f.js
@@ -1 +1 @@
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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(x).length>0,t="";if(e){let e=JSON.stringify({metadata:x},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=I.length>0?I:[{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(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(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",r.A2A_AGENTS="a2a_agents";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:u=!1}=e,[m,c]=(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&&c(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: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,[9028,9409,4865,337,8135,1442,2926,2409,353,1994,8565,3709,5319,7906,816,7271,2586,8345,8049,1253,9039,2971,2117,1744],function(){return e(e.s=49568)}),_N_E=e.O()}]);
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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(x).length>0,t="";if(e){let e=JSON.stringify({metadata:x},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=I.length>0?I:[{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(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(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",r.A2A_AGENTS="a2a_agents";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:u=!1}=e,[m,c]=(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&&c(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: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,[9028,9409,4865,337,8135,1442,2926,2409,353,1994,8565,3709,5319,7906,816,7271,2586,8345,8049,1253,9039,2971,2117,1744],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-1d68edc5e87173ad.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-e95708e7b78ba224.js
similarity index 97%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-1d68edc5e87173ad.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-e95708e7b78ba224.js
index 8861bc12018..e0e122698ed 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-1d68edc5e87173ad.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/admin-settings/page-e95708e7b78ba224.js
@@ -1 +1 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/logging-and-alerts/page-58549a63fe8cb1d3.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/logging-and-alerts/page-58549a63fe8cb1d3.js
deleted file mode 100644
index c2139dc641f..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/logging-and-alerts/page-58549a63fe8cb1d3.js
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similarity index 96%
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rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/router-settings/page-eefe7ad4c842118c.js
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similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/ui-theme/page-f893c3922f94dd67.js
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index 48f414d9ed3..a47a1afbf5c 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/settings/ui-theme/page-f893c3922f94dd67.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-5eb58c1020c66bd3.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-1950cb517788e9e2.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/teams/page-5eb58c1020c66bd3.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-658c5020a04f1921.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-033141d0fb470f4b.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-658c5020a04f1921.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-033141d0fb470f4b.js
index 0c4c2616485..ee3e50ace1c 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-658c5020a04f1921.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/test-key/page-033141d0fb470f4b.js
@@ -1 +1 @@
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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(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(x).length>0,t="";if(e){let e=JSON.stringify({metadata:x},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=v.length>0?v:[{role:"user",content:E}];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(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(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(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(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(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(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(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(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(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(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",r.A2A_AGENTS="a2a_agents";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:u=!1}=e,[m,c]=(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&&c(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: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,[9028,9409,4865,337,8135,2409,353,1994,8565,3709,5319,7906,816,7271,2586,8717,8049,1253,2971,2117,1744],function(){return e(e.s=35831)}),_N_E=e.O()}]);
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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(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(x).length>0,t="";if(e){let e=JSON.stringify({metadata:x},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();t=",\n    extra_body=".concat(e)}let a=v.length>0?v:[{role:"user",content:E}];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(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(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(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(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(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(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(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(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(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(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",r.A2A_AGENTS="a2a_agents";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:u=!1}=e,[m,c]=(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&&c(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: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,[9028,9409,4865,337,8135,2409,353,1994,8565,3709,5319,7906,816,7271,2586,8717,8049,1253,2971,2117,1744],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)/tools/mcp-servers/page-e32975d6d0c7ba75.js b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-d5482fe9034b9670.js
similarity index 98%
rename from litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-e32975d6d0c7ba75.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-d5482fe9034b9670.js
index 908c682c08f..4d1fca193ba 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-e32975d6d0c7ba75.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/app/(dashboard)/tools/mcp-servers/page-d5482fe9034b9670.js
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similarity index 98%
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rename from litellm/proxy/_experimental/out/_next/static/1PY3Wl46M_g34vYqk3clZ/_buildManifest.js
rename to litellm/proxy/_experimental/out/_next/static/tSSDi6aH0KB6-pLpVu9eO/_buildManifest.js
diff --git a/litellm/proxy/_experimental/out/_next/static/1PY3Wl46M_g34vYqk3clZ/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/tSSDi6aH0KB6-pLpVu9eO/_ssgManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/1PY3Wl46M_g34vYqk3clZ/_ssgManifest.js
rename to litellm/proxy/_experimental/out/_next/static/tSSDi6aH0KB6-pLpVu9eO/_ssgManifest.js
diff --git a/litellm/proxy/_experimental/out/api-reference.html b/litellm/proxy/_experimental/out/api-reference.html
index a384ea85f7a..07992850395 100644
--- a/litellm/proxy/_experimental/out/api-reference.html
+++ b/litellm/proxy/_experimental/out/api-reference.html
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diff --git a/litellm/proxy/_experimental/out/experimental/old-usage.txt b/litellm/proxy/_experimental/out/experimental/old-usage.txt
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diff --git a/litellm/proxy/_experimental/out/models-and-endpoints.txt b/litellm/proxy/_experimental/out/models-and-endpoints.txt
index f82972f72fe..f9bf4b2903d 100644
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diff --git a/litellm/proxy/_experimental/out/settings/logging-and-alerts.txt b/litellm/proxy/_experimental/out/settings/logging-and-alerts.txt
index f02f21df435..ba86df6ad73 100644
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diff --git a/litellm/proxy/custom_prompt_management.py b/litellm/proxy/custom_prompt_management.py
index 7cb7e935348..62a51911409 100644
--- a/litellm/proxy/custom_prompt_management.py
+++ b/litellm/proxy/custom_prompt_management.py
@@ -3,6 +3,7 @@ from typing import List, Optional, Tuple
 from litellm._logging import verbose_logger
 from litellm.integrations.custom_prompt_management import CustomPromptManagement
 from litellm.types.llms.openai import AllMessageValues
+from litellm.types.prompts.init_prompts import PromptSpec
 from litellm.types.utils import StandardCallbackDynamicParams
 
 
@@ -15,6 +16,7 @@ class X42PromptManagement(CustomPromptManagement):
         prompt_id: Optional[str],
         prompt_variables: Optional[dict],
         dynamic_callback_params: StandardCallbackDynamicParams,
+        prompt_spec: Optional[PromptSpec] = None,
         prompt_label: Optional[str] = None,
         prompt_version: Optional[int] = None,
         ignore_prompt_manager_model: Optional[bool] = False,
diff --git a/litellm/proxy/guardrails/guardrail_hooks/presidio.py b/litellm/proxy/guardrails/guardrail_hooks/presidio.py
index 106e4769915..b850e5cec08 100644
--- a/litellm/proxy/guardrails/guardrail_hooks/presidio.py
+++ b/litellm/proxy/guardrails/guardrail_hooks/presidio.py
@@ -724,6 +724,9 @@ class _OPTIONAL_PresidioPIIMasking(CustomGuardrail):
         )
 
         for choice in response.choices:
+            # Type narrowing: StreamingChoices doesn't have .message attribute
+            if not hasattr(choice, "message"):
+                continue
             content = getattr(choice.message, "content", None)
             if content is None:
                 continue
diff --git a/litellm/proxy/openai_files_endpoints/files_endpoints.py b/litellm/proxy/openai_files_endpoints/files_endpoints.py
index 805b156a7d8..810f5c62720 100644
--- a/litellm/proxy/openai_files_endpoints/files_endpoints.py
+++ b/litellm/proxy/openai_files_endpoints/files_endpoints.py
@@ -369,9 +369,52 @@ async def create_file(  # noqa: PLR0915
                         "error": "Both expires_after[anchor] and expires_after[seconds] must be provided if expires_after is specified",
                     },
                 )
+            
+            # Validate expires_after[anchor] is a string (not UploadFile)
+            if isinstance(expires_after_anchor, UploadFile):
+                raise HTTPException(
+                    status_code=400,
+                    detail={
+                        "error": "expires_after[anchor] must be a string, not a file upload",
+                    },
+                )
+            
+            # Validate expires_after[seconds] is a string (not UploadFile)
+            # Use positive isinstance check for proper type narrowing (matches codebase pattern)
+            if not isinstance(expires_after_seconds_str, str):
+                raise HTTPException(
+                    status_code=400,
+                    detail={
+                        "error": "expires_after[seconds] must be a string, not a file upload",
+                    },
+                )
+            # After this check, mypy knows expires_after_seconds_str is str
+            expires_after_seconds_str_validated: str = expires_after_seconds_str
+            
+            # Validate anchor is "created_at"
+            if expires_after_anchor != "created_at":
+                raise HTTPException(
+                    status_code=400,
+                    detail={
+                        "error": f"expires_after[anchor] must be 'created_at', got '{expires_after_anchor}'",
+                    },
+                )
+            
+            # Convert seconds to int
+            try:
+                expires_after_seconds = int(expires_after_seconds_str_validated)
+            except (ValueError, TypeError) as e:
+                raise HTTPException(
+                    status_code=400,
+                    detail={
+                        "error": f"expires_after[seconds] must be a valid integer, got '{expires_after_seconds_str}': {e}",
+                    },
+                )
+            
+            # Use literal "created_at" (not variable) for TypedDict to satisfy Literal type
             expires_after = FileExpiresAfter(
-                anchor=expires_after_anchor,
-                seconds=int(expires_after_seconds_str),
+                anchor="created_at",  # Literal, not expires_after_anchor variable
+                seconds=expires_after_seconds,
             )
 
         # Include original request and headers in the data
diff --git a/litellm/proxy/openai_files_endpoints/storage_backend_service.py b/litellm/proxy/openai_files_endpoints/storage_backend_service.py
index 727a7876a5c..991fff1d3fc 100644
--- a/litellm/proxy/openai_files_endpoints/storage_backend_service.py
+++ b/litellm/proxy/openai_files_endpoints/storage_backend_service.py
@@ -15,7 +15,7 @@ from litellm.llms.base_llm.files.storage_backend_factory import get_storage_back
 from litellm.llms.base_llm.files.transformation import BaseFileEndpoints
 from litellm.proxy._types import ProxyException, UserAPIKeyAuth
 from litellm.proxy.utils import ProxyLogging
-from litellm.types.llms.openai import OpenAIFileObject
+from litellm.types.llms.openai import OpenAIFileObject, OpenAIFilesPurpose
 from litellm.types.utils import SpecialEnums
 
 
@@ -35,7 +35,7 @@ class StorageBackendFileService:
         file_data: Mapping[str, Any],
         target_storage: str,
         target_model_names: List[str],
-        purpose: str,
+        purpose: OpenAIFilesPurpose,
         proxy_logging_obj: ProxyLogging,
         user_api_key_dict: UserAPIKeyAuth,
     ) -> OpenAIFileObject:
@@ -112,7 +112,7 @@ class StorageBackendFileService:
     def _create_file_object_with_storage_metadata(
         file_content: bytes,
         filename: str,
-        purpose: str,
+        purpose: OpenAIFilesPurpose,
         target_storage: str,
         storage_url: str,
     ) -> OpenAIFileObject:
diff --git a/litellm/types/services.py b/litellm/types/services.py
index bb34f817f29..580d5653dec 100644
--- a/litellm/types/services.py
+++ b/litellm/types/services.py
@@ -37,6 +37,7 @@ class ServiceTypes(str, enum.Enum):
     REDIS_DAILY_END_USER_SPEND_UPDATE_QUEUE = "redis_daily_end_user_spend_update_queue"
     REDIS_DAILY_ORG_SPEND_UPDATE_QUEUE = "redis_daily_org_spend_update_queue"
     REDIS_DAILY_TEAM_SPEND_UPDATE_QUEUE = "redis_daily_team_spend_update_queue"
+    REDIS_DAILY_AGENT_SPEND_UPDATE_QUEUE = "redis_daily_agent_spend_update_queue"
     REDIS_DAILY_TAG_SPEND_UPDATE_QUEUE = "redis_daily_tag_spend_update_queue"
     # spend update queue - current spend of key, user, team
     IN_MEMORY_SPEND_UPDATE_QUEUE = "in_memory_spend_update_queue"
@@ -93,6 +94,9 @@ DEFAULT_SERVICE_CONFIGS = {
     ServiceTypes.REDIS_DAILY_END_USER_SPEND_UPDATE_QUEUE.value: {
         "metrics": [ServiceMetrics.GAUGE]
     },
+    ServiceTypes.REDIS_DAILY_AGENT_SPEND_UPDATE_QUEUE.value: {
+        "metrics": [ServiceMetrics.GAUGE]
+    },
     ServiceTypes.IN_MEMORY_SPEND_UPDATE_QUEUE.value: {
         "metrics": [ServiceMetrics.GAUGE]
     },
diff --git a/tests/proxy_unit_tests/test_user_api_key_auth.py b/tests/proxy_unit_tests/test_user_api_key_auth.py
index 1e3ec1e3019..ec61c7305bb 100644
--- a/tests/proxy_unit_tests/test_user_api_key_auth.py
+++ b/tests/proxy_unit_tests/test_user_api_key_auth.py
@@ -1036,7 +1036,7 @@ async def test_jwt_non_admin_team_route_access(monkeypatch):
 
     # Create request
     request = Request(
-        scope={"type": "http", "headers": [("Authorization", "Bearer fake.jwt.token")]}
+        scope={"type": "http", "headers": [(b"authorization", b"Bearer fake.jwt.token")]}
     )
     request._url = URL(url="/team/new")