diff --git a/litellm-proxy-extras/pyproject.toml b/litellm-proxy-extras/pyproject.toml
index 4d237622da2..a54db2ace65 100644
--- a/litellm-proxy-extras/pyproject.toml
+++ b/litellm-proxy-extras/pyproject.toml
@@ -1,6 +1,6 @@
[project]
name = "litellm-proxy-extras"
-version = "0.4.75"
+version = "0.4.76"
description = "Additional files for the LiteLLM Proxy. Reduces the size of the main litellm package."
readme = "README.md"
requires-python = ">=3.9"
@@ -26,7 +26,7 @@ required-version = ">=0.10.9"
module-root = ""
[tool.commitizen]
-version = "0.4.75"
+version = "0.4.76"
version_files = [
"pyproject.toml:^version",
"../pyproject.toml:litellm-proxy-extras==",
diff --git a/litellm/proxy/_experimental/out/404.html b/litellm/proxy/_experimental/out/404.html
index 4009a7f4b95..7d4cc0b67af 100644
--- a/litellm/proxy/_experimental/out/404.html
+++ b/litellm/proxy/_experimental/out/404.html
@@ -1 +1 @@
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404
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diff --git a/litellm/proxy/_experimental/out/404/index.html b/litellm/proxy/_experimental/out/404/index.html
index 4009a7f4b95..7d4cc0b67af 100644
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@@ -1 +1 @@
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404
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/0-0c4mv4-mc9n.js b/litellm/proxy/_experimental/out/_next/static/chunks/0-0c4mv4-mc9n.js
deleted file mode 100644
index 8f16e50edb1..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/0-0c4mv4-mc9n.js
+++ /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/0-px9-g~2oyp5.js b/litellm/proxy/_experimental/out/_next/static/chunks/0-px9-g~2oyp5.js
new file mode 100644
index 00000000000..0c51d099fb1
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/0-px9-g~2oyp5.js
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+curl -X POST --location '/end_user/new' \\
+
+-H 'Authorization: Bearer ' \\
+
+-H 'Content-Type: application/json' \\
+
+-d '{"user_id": "my-customer-id', "budget_id": ""}' # 👈 KEY CHANGE
+
+`,H=`
+curl -X POST --location '/chat/completions' \\
+
+-H 'Authorization: Bearer ' \\
+
+-H 'Content-Type: application/json' \\
+
+-d '{
+ "model": "gpt-3.5-turbo',
+ "messages":[{"role": "user", "content": "Hey, how's it going?"}],
+ "user": "my-customer-id"
+}' # 👈 KEY CHANGE
+
+`,_=`from openai import OpenAI
+client = OpenAI(
+ base_url="",
+ api_key=""
+)
+
+completion = client.chat.completions.create(
+ model="gpt-3.5-turbo",
+ messages=[
+ {"role": "system", "content": "You are a helpful assistant."},
+ {"role": "user", "content": "Hello!"}
+ ],
+ user="my-customer-id"
+)
+
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new file mode 100644
index 00000000000..6504ddd6e5e
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/0-~nw1zmks9_4.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/0.w8~sa9q0n_s.js b/litellm/proxy/_experimental/out/_next/static/chunks/0.w8~sa9q0n_s.js
deleted file mode 100644
index 6994bde5e6d..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/0.w8~sa9q0n_s.js
+++ /dev/null
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/0y5ybr0-5yc_z.js b/litellm/proxy/_experimental/out/_next/static/chunks/0.xp85h9ki~9t.js
similarity index 66%
rename from litellm/proxy/_experimental/out/_next/static/chunks/0y5ybr0-5yc_z.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/0.xp85h9ki~9t.js
index a2b2359b381..24c8f4e7454 100644
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/16-7emebrt-xf.js b/litellm/proxy/_experimental/out/_next/static/chunks/00-xblkiz3o8~.js
similarity index 64%
rename from litellm/proxy/_experimental/out/_next/static/chunks/16-7emebrt-xf.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/00-xblkiz3o8~.js
index d3ffb6638d4..53ea96e5a69 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/16-7emebrt-xf.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/00-xblkiz3o8~.js
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new file mode 100644
index 00000000000..caf394915fd
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/0.1o3m2oaq6je.js b/litellm/proxy/_experimental/out/_next/static/chunks/01dk-b-_masm~.js
similarity index 58%
rename from litellm/proxy/_experimental/out/_next/static/chunks/0.1o3m2oaq6je.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/01dk-b-_masm~.js
index 2eeed6a6c76..03fe5143c6c 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/0.1o3m2oaq6je.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/01dk-b-_masm~.js
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@@ -18,7 +18,7 @@
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"key1": "value1",
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0",lineHeight:1.6},children:["Add this to"," ",(0,t.jsx)("code",{style:{fontSize:13,backgroundColor:"#f1f3f4",padding:"1px 6px",borderRadius:4},children:"~/.claude/settings.json"})," ","to point Claude Code at your proxy:"]}),(0,t.jsxs)("div",{style:{border:"1px solid #dadce0",borderRadius:8,overflow:"hidden"},children:[(0,t.jsxs)("div",{style:{display:"flex",alignItems:"center",justifyContent:"space-between",padding:"10px 16px",backgroundColor:"#f8f9fa",borderBottom:"1px solid #dadce0"},children:[(0,t.jsx)("span",{style:{fontSize:13,color:"#3c4043",fontWeight:500},children:"~/.claude/settings.json"}),(0,t.jsxs)("button",{onClick:()=>{u(JSON.stringify({extraKnownMarketplaces:{"my-org":{source:"url",url:`${window.location.origin}/claude-code/marketplace.json`}}},null,2),"settings")},style:{display:"flex",alignItems:"center",gap:4,fontSize:12,color:"settings"===c?"#137333":"#1a73e8",background:"none",border:"none",cursor:"pointer",padding:0},children:["settings"===c?(0,t.jsx)(n.CheckOutlined,{}):(0,t.jsx)(o.CopyOutlined,{}),"settings"===c?"Copied":"Copy"]})]}),(0,t.jsx)("pre",{style:{margin:0,padding:"14px 16px",fontSize:13,fontFamily:"monospace",color:"#202124",backgroundColor:"#fff"},children:JSON.stringify({extraKnownMarketplaces:{"my-org":{source:"url",url:`${window.location.origin}/claude-code/marketplace.json`}}},null,2)})]})]})]})}],652272)},798496,e=>{"use strict";var t=e.i(843476),i=e.i(152990),a=e.i(682830),o=e.i(271645),n=e.i(269200),r=e.i(427612),s=e.i(64848),l=e.i(942232),d=e.i(496020),p=e.i(977572),c=e.i(94629),m=e.i(360820),u=e.i(871943);e.s(["ModelDataTable",0,function({data:e=[],columns:g,isLoading:f=!1,defaultSorting:h=[],pagination:_,onPaginationChange:x,enablePagination:b=!1,onRowClick:y}){let[v,w]=o.default.useState(h),[j]=o.default.useState("onChange"),[S,k]=o.default.useState({}),[C,z]=o.default.useState({}),I=(0,i.useReactTable)({data:e,columns:g,state:{sorting:v,columnSizing:S,columnVisibility:C,...b&&_?{pagination:_}:{}},columnResizeMode:j,onSortingChange:w,onColumnSizingChange:k,onColumnVisibilityChange:z,...b&&x?{onPaginationChange:x}:{},getCoreRowModel:(0,a.getCoreRowModel)(),getSortedRowModel:(0,a.getSortedRowModel)(),...b?{getPaginationRowModel:(0,a.getPaginationRowModel)()}:{},enableSorting:!0,enableColumnResizing:!0,defaultColumn:{minSize:40,maxSize:500}});return(0,t.jsx)("div",{className:"rounded-lg custom-border relative",children:(0,t.jsx)("div",{className:"overflow-x-auto",children:(0,t.jsx)("div",{className:"relative min-w-full",children:(0,t.jsxs)(n.Table,{className:"[&_td]:py-2 [&_th]:py-2",style:{width:I.getTotalSize(),minWidth:"100%",tableLayout:"fixed"},children:[(0,t.jsx)(r.TableHead,{children:I.getHeaderGroups().map(e=>(0,t.jsx)(d.TableRow,{children:e.headers.map(e=>(0,t.jsxs)(s.TableHeaderCell,{className:`py-1 h-8 relative ${"actions"===e.id?"sticky right-0 bg-white shadow-[-4px_0_8px_-6px_rgba(0,0,0,0.1)] w-[120px] ml-8":""} ${e.column.columnDef.meta?.className||""}`,style:{width:"actions"===e.id?120:e.getSize(),position:"actions"===e.id?"sticky":"relative",right:"actions"===e.id?0:"auto"},onClick:e.column.getCanSort()?e.column.getToggleSortingHandler():void 0,children:[(0,t.jsxs)("div",{className:"flex items-center justify-between gap-2",children:[(0,t.jsx)("div",{className:"flex items-center",children:e.isPlaceholder?null:(0,i.flexRender)(e.column.columnDef.header,e.getContext())}),"actions"!==e.id&&e.column.getCanSort()&&(0,t.jsx)("div",{className:"w-4",children:e.column.getIsSorted()?({asc:(0,t.jsx)(m.ChevronUpIcon,{className:"h-4 w-4 text-blue-500"}),desc:(0,t.jsx)(u.ChevronDownIcon,{className:"h-4 w-4 text-blue-500"})})[e.column.getIsSorted()]:(0,t.jsx)(c.SwitchVerticalIcon,{className:"h-4 w-4 text-gray-400"})})]}),e.column.getCanResize()&&(0,t.jsx)("div",{onMouseDown:e.getResizeHandler(),onTouchStart:e.getResizeHandler(),className:`absolute right-0 top-0 h-full w-2 cursor-col-resize select-none touch-none ${e.column.getIsResizing()?"bg-blue-500":"hover:bg-blue-200"}`})]},e.id))},e.id))}),(0,t.jsx)(l.TableBody,{children:f?(0,t.jsx)(d.TableRow,{children:(0,t.jsx)(p.TableCell,{colSpan:g.length,className:"h-8 text-center",children:(0,t.jsx)("div",{className:"text-center text-gray-500",children:(0,t.jsx)("p",{children:"🚅 Loading models..."})})})}):I.getRowModel().rows.length>0?I.getRowModel().rows.map(e=>(0,t.jsx)(d.TableRow,{onClick:()=>y?.(e.original),className:y?"cursor-pointer hover:bg-gray-50":"",children:e.getVisibleCells().map(e=>(0,t.jsx)(p.TableCell,{className:`py-0.5 overflow-hidden ${"actions"===e.column.id?"sticky right-0 bg-white shadow-[-4px_0_8px_-6px_rgba(0,0,0,0.1)] w-[120px] ml-8":""} ${e.column.columnDef.meta?.className||""}`,style:{width:"actions"===e.column.id?120:e.column.getSize(),position:"actions"===e.column.id?"sticky":"relative",right:"actions"===e.column.id?0:"auto"},children:(0,i.flexRender)(e.column.columnDef.cell,e.getContext())},e.id))},e.id)):(0,t.jsx)(d.TableRow,{children:(0,t.jsx)(p.TableCell,{colSpan:g.length,className:"h-8 text-center",children:(0,t.jsx)("div",{className:"text-center text-gray-500",children:(0,t.jsx)("p",{children:"No models found"})})})})})]})})})})}])},339019,865361,e=>{"use strict";var t,i,a=((t={}).AUDIO_SPEECH="audio_speech",t.AUDIO_TRANSCRIPTION="audio_transcription",t.IMAGE_GENERATION="image_generation",t.VIDEO_GENERATION="video_generation",t.CHAT="chat",t.RESPONSES="responses",t.IMAGE_EDITS="image_edits",t.ANTHROPIC_MESSAGES="anthropic_messages",t.EMBEDDING="embedding",t),o=((i={}).IMAGE="image",i.VIDEO="video",i.CHAT="chat",i.RESPONSES="responses",i.IMAGE_EDITS="image_edits",i.ANTHROPIC_MESSAGES="anthropic_messages",i.EMBEDDINGS="embeddings",i.SPEECH="speech",i.TRANSCRIPTION="transcription",i.A2A_AGENTS="a2a_agents",i.MCP="mcp",i.REALTIME="realtime",i.INTERACTIONS="interactions",i);let n={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"};e.s(["EndpointType",()=>o,"getEndpointType",0,e=>Object.values(a).includes(e)?n[e]:"chat"],865361),e.s(["generateCodeSnippet",0,e=>{let t,{apiKeySource:i,accessToken:a,apiKey:n,inputMessage:r,chatHistory:s,selectedTags:l,selectedVectorStores:d,selectedGuardrails:p,selectedPolicies:c,selectedMCPServers:m,mcpServers:u,mcpServerToolRestrictions:g,selectedVoice:f,endpointType:h,selectedModel:_,selectedSdk:x,proxySettings:b}=e,y="session"===i?a:n,v=window.location.origin,w=b?.LITELLM_UI_API_DOC_BASE_URL;w&&w.trim()?v=w:b?.PROXY_BASE_URL&&(v=b.PROXY_BASE_URL);let j=r||"Your prompt here",S=j.replace(/\\/g,"\\\\").replace(/"/g,'\\"').replace(/\n/g,"\\n"),k=s.filter(e=>!e.isImage).map(({role:e,content:t})=>({role:e,content:t})),C={};l.length>0&&(C.tags=l),d.length>0&&(C.vector_stores=d),p.length>0&&(C.guardrails=p),c.length>0&&(C.policies=c);let z=_||"your-model-name",I="azure"===x?`import openai
+
+client = openai.AzureOpenAI(
+ api_key="${y||"YOUR_LITELLM_API_KEY"}",
+ azure_endpoint="${v}",
+ api_version="2024-02-01"
+)`:`import openai
+
+client = openai.OpenAI(
+ api_key="${y||"YOUR_LITELLM_API_KEY"}",
+ base_url="${v}"
+)`;switch(h){case o.CHAT:{let e=Object.keys(C).length>0,i="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();i=`,
+ extra_body=${e}`}let a=k.length>0?k:[{role:"user",content:j}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+ with open(image_path, "rb") as image_file:
+ return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.chat.completions.create(
+ model="${z}",
+ messages=${JSON.stringify(a,null,4)}${i}
+)
+
+print(response)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg") # or .pdf
+# response_with_file = client.chat.completions.create(
+# model="${z}",
+# messages=[
+# {
+# "role": "user",
+# "content": [
+# {
+# "type": "text",
+# "text": "${S}"
+# },
+# {
+# "type": "image_url",
+# "image_url": {
+# "url": f"data:image/jpeg;base64,{base64_file}" # or data:application/pdf;base64,{base64_file}
+# }
+# }
+# ]
+# }
+# ]${i}
+# )
+# print(response_with_file)
+`;break}case o.RESPONSES:{let e=Object.keys(C).length>0,i="";if(e){let e=JSON.stringify({metadata:C},null,2).split("\n").map(e=>" ".repeat(4)+e).join("\n").trim();i=`,
+ extra_body=${e}`}let a=k.length>0?k:[{role:"user",content:j}];t=`
+import base64
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+ with open(image_path, "rb") as image_file:
+ return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Example with text only
+response = client.responses.create(
+ model="${z}",
+ input=${JSON.stringify(a,null,4)}${i}
+)
+
+print(response.output_text)
+
+# Example with image or PDF (uncomment and provide file path to use)
+# base64_file = encode_image("path/to/your/file.jpg") # or .pdf
+# response_with_file = client.responses.create(
+# model="${z}",
+# input=[
+# {
+# "role": "user",
+# "content": [
+# {"type": "input_text", "text": "${S}"},
+# {
+# "type": "input_image",
+# "image_url": f"data:image/jpeg;base64,{base64_file}", # or data:application/pdf;base64,{base64_file}
+# },
+# ],
+# }
+# ]${i}
+# )
+# print(response_with_file.output_text)
+`;break}case o.IMAGE:t="azure"===x?`
+# NOTE: The Azure SDK does not have a direct equivalent to the multi-modal 'responses.create' method shown for OpenAI.
+# This snippet uses 'client.images.generate' and will create a new image based on your prompt.
+# It does not use the uploaded image, as 'client.images.generate' does not support image inputs in this context.
+import os
+import requests
+import json
+import time
+from PIL import Image
+
+result = client.images.generate(
+ model="${z}",
+ prompt="${r}",
+ n=1
+)
+
+json_response = json.loads(result.model_dump_json())
+
+# Set the directory for the stored image
+image_dir = os.path.join(os.curdir, 'images')
+
+# If the directory doesn't exist, create it
+if not os.path.isdir(image_dir):
+ os.mkdir(image_dir)
+
+# Initialize the image path
+image_filename = f"generated_image_{int(time.time())}.png"
+image_path = os.path.join(image_dir, image_filename)
+
+try:
+ # Retrieve the generated image
+ if json_response.get("data") && len(json_response["data"]) > 0 && json_response["data"][0].get("url"):
+ image_url = json_response["data"][0]["url"]
+ generated_image = requests.get(image_url).content
+ with open(image_path, "wb") as image_file:
+ image_file.write(generated_image)
+
+ print(f"Image saved to {image_path}")
+ # Display the image
+ image = Image.open(image_path)
+ image.show()
+ else:
+ print("Could not find image URL in response.")
+ print("Full response:", json_response)
+except Exception as e:
+ print(f"An error occurred: {e}")
+ print("Full response:", json_response)
+`:`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+ with open(image_path, "rb") as image_file:
+ return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+ # In a real implementation, this would upload the file to OpenAI
+ # For this example, we'll just return a placeholder ID
+ return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${S}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+ model="${z}",
+ input=[
+ {
+ "role": "user",
+ "content": [
+ {"type": "input_text", "text": prompt},
+ {
+ "type": "input_image",
+ "image_url": f"data:image/jpeg;base64,{base64_image1}",
+ },
+ {
+ "type": "input_image",
+ "image_url": f"data:image/jpeg;base64,{base64_image2}",
+ },
+ {
+ "type": "input_image",
+ "file_id": file_id1,
+ },
+ {
+ "type": "input_image",
+ "file_id": file_id2,
+ }
+ ],
+ }
+ ],
+ tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+ output
+ for output in response.output
+ if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+ image_base64 = image_data[0]
+ image_filename = f"edited_image_{int(time.time())}.png"
+ with open(image_filename, "wb") as f:
+ f.write(base64.b64decode(image_base64))
+ print(f"Image saved to {image_filename}")
+else:
+ # If no image is generated, there might be a text response with an explanation
+ text_response = [output.text for output in response.output if hasattr(output, 'text')]
+ if text_response:
+ print("No image generated. Model response:")
+ print("\\n".join(text_response))
+ else:
+ print("No image data found in response.")
+ print("Full response for debugging:")
+ print(response)
+`;break;case o.IMAGE_EDITS:t="azure"===x?`
+import base64
+import os
+import time
+import json
+from PIL import Image
+import requests
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+ with open(image_path, "rb") as image_file:
+ return base64.b64encode(image_file.read()).decode('utf-8')
+
+# The prompt entered by the user
+prompt = "${S}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+ model="${z}",
+ input=[
+ {
+ "role": "user",
+ "content": [
+ {"type": "input_text", "text": prompt},
+ {
+ "type": "input_image",
+ "image_url": f"data:image/jpeg;base64,{base64_image1}",
+ },
+ {
+ "type": "input_image",
+ "image_url": f"data:image/jpeg;base64,{base64_image2}",
+ },
+ {
+ "type": "input_image",
+ "file_id": file_id1,
+ },
+ {
+ "type": "input_image",
+ "file_id": file_id2,
+ }
+ ],
+ }
+ ],
+ tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+ output
+ for output in response.output
+ if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+ image_base64 = image_data[0]
+ image_filename = f"edited_image_{int(time.time())}.png"
+ with open(image_filename, "wb") as f:
+ f.write(base64.b64decode(image_base64))
+ print(f"Image saved to {image_filename}")
+else:
+ # If no image is generated, there might be a text response with an explanation
+ text_response = [output.text for output in response.output if hasattr(output, 'text')]
+ if text_response:
+ print("No image generated. Model response:")
+ print("\\n".join(text_response))
+ else:
+ print("No image data found in response.")
+ print("Full response for debugging:")
+ print(response)
+`:`
+import base64
+import os
+import time
+
+# Helper function to encode images to base64
+def encode_image(image_path):
+ with open(image_path, "rb") as image_file:
+ return base64.b64encode(image_file.read()).decode('utf-8')
+
+# Helper function to create a file (simplified for this example)
+def create_file(image_path):
+ # In a real implementation, this would upload the file to OpenAI
+ # For this example, we'll just return a placeholder ID
+ return f"file_{os.path.basename(image_path).replace('.', '_')}"
+
+# The prompt entered by the user
+prompt = "${S}"
+
+# Encode images to base64
+base64_image1 = encode_image("body-lotion.png")
+base64_image2 = encode_image("soap.png")
+
+# Create file IDs
+file_id1 = create_file("body-lotion.png")
+file_id2 = create_file("incense-kit.png")
+
+response = client.responses.create(
+ model="${z}",
+ input=[
+ {
+ "role": "user",
+ "content": [
+ {"type": "input_text", "text": prompt},
+ {
+ "type": "input_image",
+ "image_url": f"data:image/jpeg;base64,{base64_image1}",
+ },
+ {
+ "type": "input_image",
+ "image_url": f"data:image/jpeg;base64,{base64_image2}",
+ },
+ {
+ "type": "input_image",
+ "file_id": file_id1,
+ },
+ {
+ "type": "input_image",
+ "file_id": file_id2,
+ }
+ ],
+ }
+ ],
+ tools=[{"type": "image_generation"}],
+)
+
+# Process the response
+image_generation_calls = [
+ output
+ for output in response.output
+ if output.type == "image_generation_call"
+]
+
+image_data = [output.result for output in image_generation_calls]
+
+if image_data:
+ image_base64 = image_data[0]
+ image_filename = f"edited_image_{int(time.time())}.png"
+ with open(image_filename, "wb") as f:
+ f.write(base64.b64decode(image_base64))
+ print(f"Image saved to {image_filename}")
+else:
+ # If no image is generated, there might be a text response with an explanation
+ text_response = [output.text for output in response.output if hasattr(output, 'text')]
+ if text_response:
+ print("No image generated. Model response:")
+ print("\\n".join(text_response))
+ else:
+ print("No image data found in response.")
+ print("Full response for debugging:")
+ print(response)
+`;break;case o.EMBEDDINGS:t=`
+response = client.embeddings.create(
+ input="${r||"Your string here"}",
+ model="${z}",
+ encoding_format="base64" # or "float"
+)
+
+print(response.data[0].embedding)
+`;break;case o.TRANSCRIPTION:t=`
+# Open the audio file
+audio_file = open("path/to/your/audio/file.mp3", "rb")
+
+# Make the transcription request
+response = client.audio.transcriptions.create(
+ model="${z}",
+ file=audio_file${r?`,
+ prompt="${r.replace(/\\/g,"\\\\").replace(/"/g,'\\"')}"`:""}
+)
+
+print(response.text)
+`;break;case o.SPEECH:t=`
+# Make the text-to-speech request
+response = client.audio.speech.create(
+ model="${z}",
+ input="${r||"Your text to convert to speech here"}",
+ voice="${f}" # Options: alloy, ash, ballad, coral, echo, fable, nova, onyx, sage, shimmer
+)
+
+# Save the audio to a file
+output_filename = "output_speech.mp3"
+response.stream_to_file(output_filename)
+print(f"Audio saved to {output_filename}")
+
+# Optional: Customize response format and speed
+# response = client.audio.speech.create(
+# model="${z}",
+# input="${r||"Your text to convert to speech here"}",
+# voice="alloy",
+# response_format="mp3", # Options: mp3, opus, aac, flac, wav, pcm
+# speed=1.0 # Range: 0.25 to 4.0
+# )
+# response.stream_to_file("output_speech.mp3")
+`;break;default:t="\n# Code generation for this endpoint is not implemented yet."}return`${I}
+${t}`}],339019)}]);
\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/01m7lab3u92-v.js b/litellm/proxy/_experimental/out/_next/static/chunks/01m7lab3u92-v.js
new file mode 100644
index 00000000000..dd0196da59e
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/01m7lab3u92-v.js
@@ -0,0 +1,13 @@
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new file mode 100644
index 00000000000..cfc8e6ddd0d
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/01ut.srbq8~b9.js
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/00q4mtjboprhm.js b/litellm/proxy/_experimental/out/_next/static/chunks/02-u6qtmsnqn0.js
similarity index 89%
rename from litellm/proxy/_experimental/out/_next/static/chunks/00q4mtjboprhm.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/02-u6qtmsnqn0.js
index a2355d3675e..e1a7a779038 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/00q4mtjboprhm.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/02-u6qtmsnqn0.js
@@ -1,4 +1,4 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/024dtgrf2jszs.js b/litellm/proxy/_experimental/out/_next/static/chunks/024dtgrf2jszs.js
deleted file mode 100644
index b1a91138cd5..00000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/024dtgrf2jszs.js
+++ /dev/null
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deleted file mode 100644
index c0fe3dcc751..00000000000
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bg-white/80 px-3.5 py-2 text-sm font-medium text-zinc-700 shadow-xs","hover:bg-white focus-visible:outline-hidden focus-visible:ring-2 focus-visible:ring-blue-500 active:translate-y-[0.5px]",r),children:[(0,o.jsx)("span",{children:"API Reference Docs"}),(0,o.jsx)(d.ExternalLink,{"aria-hidden":!0,className:"h-4 w-4 opacity-80"}),(0,o.jsx)("span",{className:"sr-only",children:"(opens in a new tab)"})]}),m=({proxySettings:e})=>{let d="",g=e?.LITELLM_UI_API_DOC_BASE_URL;return g&&g.trim()?d=g:e?.PROXY_BASE_URL&&(d=e.PROXY_BASE_URL),(0,o.jsx)(o.Fragment,{children:(0,o.jsx)(i.Grid,{className:"gap-2 p-8 h-[80vh] w-full mt-2",children:(0,o.jsxs)("div",{className:"mb-5",children:[(0,o.jsxs)("div",{className:"flex items-center justify-between",children:[(0,o.jsx)("p",{className:"text-2xl text-tremor-content-strong dark:text-dark-tremor-content-strong font-semibold",children:"OpenAI Compatible Proxy: API Reference"}),(0,o.jsx)(p,{className:"ml-3 shrink-0",href:"https://docs.litellm.ai/docs/proxy/user_keys"})]}),(0,o.jsxs)(r.Text,{className:"mt-2 mb-2",children:["LiteLLM is OpenAI Compatible. This means your API Key works with the OpenAI SDK. Just replace the base_url to point to your litellm proxy. Example Below"," "]}),(0,o.jsxs)(n.TabGroup,{children:[(0,o.jsxs)(t.TabList,{children:[(0,o.jsx)(l.Tab,{children:"OpenAI Python SDK"}),(0,o.jsx)(l.Tab,{children:"LlamaIndex"}),(0,o.jsx)(l.Tab,{children:"Langchain Py"})]}),(0,o.jsxs)(s.TabPanels,{children:[(0,o.jsx)(a.TabPanel,{children:(0,o.jsx)(c.default,{language:"python",code:`import openai
-client = openai.OpenAI(
- api_key="your_api_key",
- base_url="${d}" # LiteLLM Proxy is OpenAI compatible, Read More: https://docs.litellm.ai/docs/proxy/user_keys
-)
-
-response = client.chat.completions.create(
- model="gpt-3.5-turbo", # model to send to the proxy
- messages = [
- {
- "role": "user",
- "content": "this is a test request, write a short poem"
- }
- ]
-)
-
-print(response)`})}),(0,o.jsx)(a.TabPanel,{children:(0,o.jsx)(c.default,{language:"python",code:`import os, dotenv
-
-from llama_index.llms import AzureOpenAI
-from llama_index.embeddings import AzureOpenAIEmbedding
-from llama_index import VectorStoreIndex, SimpleDirectoryReader, ServiceContext
-
-llm = AzureOpenAI(
- engine="azure-gpt-3.5", # model_name on litellm proxy
- temperature=0.0,
- azure_endpoint="${d}", # litellm proxy endpoint
- api_key="sk-1234", # litellm proxy API Key
- api_version="2023-07-01-preview",
-)
-
-embed_model = AzureOpenAIEmbedding(
- deployment_name="azure-embedding-model",
- azure_endpoint="${d}",
- api_key="sk-1234",
- api_version="2023-07-01-preview",
-)
-
-documents = SimpleDirectoryReader("llama_index_data").load_data()
-service_context = ServiceContext.from_defaults(llm=llm, embed_model=embed_model)
-index = VectorStoreIndex.from_documents(documents, service_context=service_context)
-
-query_engine = index.as_query_engine()
-response = query_engine.query("What did the author do growing up?")
-print(response)`})}),(0,o.jsx)(a.TabPanel,{children:(0,o.jsx)(c.default,{language:"python",code:`from langchain.chat_models import ChatOpenAI
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- SystemMessagePromptTemplate,
-)
-from langchain.schema import HumanMessage, SystemMessage
-
-chat = ChatOpenAI(
- openai_api_base="${d}",
- model = "gpt-3.5-turbo",
- temperature=0.1
-)
-
-messages = [
- SystemMessage(
- content="You are a helpful assistant that im using to make a test request to."
- ),
- HumanMessage(
- content="test from litellm. tell me why it's amazing in 1 sentence"
- ),
-]
-response = chat(messages)
-
-print(response)`})})]})]})]})})})};var h=e.i(135214),u=e.i(592392);e.s(["default",0,()=>{let{accessToken:e}=(0,h.default)(),r=(0,u.default)(e);return(0,o.jsx)(m,{proxySettings:r})}],191905)}]);
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new file mode 100644
index 00000000000..b410c1ed1a1
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new file mode 100644
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deleted file mode 100644
index 7e8cf73121d..00000000000
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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/0bj0yt1e7b-fn.js b/litellm/proxy/_experimental/out/_next/static/chunks/03m16pvgn6tls.js
similarity index 89%
rename from litellm/proxy/_experimental/out/_next/static/chunks/0bj0yt1e7b-fn.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/03m16pvgn6tls.js
index 9e9cd1aeb5e..604bf07d6dd 100644
--- a/litellm/proxy/_experimental/out/_next/static/chunks/0bj0yt1e7b-fn.js
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/03m16pvgn6tls.js
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new file mode 100644
index 00000000000..ee0c24f0032
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new file mode 100644
index 00000000000..b275472205d
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/03zxkn.2-qj65.js
@@ -0,0 +1,31 @@
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A=e.i(122577),I=e.i(592968),F=e.i(898586),L=e.i(356449),M=e.i(127952),O=e.i(418371),B=e.i(708347),E=e.i(888259),R=e.i(695411),P=e.i(212931);let D=(0,e.i(475254).default)("arrow-right",[["path",{d:"M5 12h14",key:"1ays0h"}],["path",{d:"m12 5 7 7-7 7",key:"xquz4c"}]]);function $({open:e,onCancel:r,children:l}){return(0,t.jsx)(P.Modal,{title:(0,t.jsx)("div",{className:"pb-4 border-b border-gray-100",children:(0,t.jsxs)("div",{className:"flex items-center gap-2 text-gray-800",children:[(0,t.jsx)("div",{className:"p-2 bg-indigo-50 rounded-lg",children:(0,t.jsx)(D,{className:"w-5 h-5 text-indigo-600"})}),(0,t.jsxs)("div",{children:[(0,t.jsx)("h2",{className:"text-lg font-bold m-0",children:"Configure Model Fallbacks"}),(0,t.jsx)("p",{className:"text-sm text-gray-500 font-normal m-0",children:"Manage multiple fallback chains for different models (up to 5 groups at a 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Add fallbacks to automatically try another model when the primary fails."})}),(0,t.jsx)(M.default,{isOpen:x,title:"Delete Fallback?",message:"Are you sure you want to delete this fallback? This action cannot be undone.",resourceInformationTitle:"Fallback Information",resourceInformation:[{label:"Model Name",value:h?Object.keys(h)[0]:"",code:!0}],onCancel:()=>{_(!1),y(null)},onOk:v,confirmLoading:p})]})};var z=e.i(175712),J=e.i(525720),Q=e.i(311451),Y=e.i(770914),V=e.i(646563),X=e.i(91979),W=e.i(928685),Z=e.i(135214),ee=e.i(954616),et=e.i(266027),er=e.i(912598),el=e.i(243652);let ea=(0,el.createQueryKeys)("routingGroups"),es=async e=>{let t=await (0,b.getRouterSettingsCall)(e),r=t?.current_values??{},l=(Array.isArray(t?.fields)?t.fields:[]).find(e=>e?.field_name==="routing_strategy");return{routingGroups:Array.isArray(r.routing_groups)?r.routing_groups:[],routingStrategy:r.routing_strategy??null,availableStrategies:Array.isArray(l?.options)?l.options:[]}},en=(0,el.createQueryKeys)("routerFields"),ei=async e=>{try{let t=b.proxyBaseUrl?`${b.proxyBaseUrl}/router/fields`:"/router/fields",r=await fetch(t,{method:"GET",headers:{[(0,b.getGlobalLitellmHeaderName)()]:`Bearer ${e}`,"Content-Type":"application/json"}});if(!r.ok){let e=await r.json(),t=e?.error&&(e.error.message||e.error)||e?.message||e?.detail||e?.error||JSON.stringify(e);throw Error(t)}return await r.json()}catch(e){throw console.error("Failed to fetch router fields:",e),e}};var eo=e.i(625901),ed=e.i(592392),ec=e.i(291542),eu=e.i(653496),eg=e.i(262218),em=e.i(539677),ep=e.i(955135),ef=e.i(751904),eh=e.i(245094);let{Text:ey,Paragraph:ex}=F.Typography,eb=e=>{switch(e){case"simple-shuffle":return"Simple Shuffle";case"least-busy":return"Least Busy";case"usage-based-routing":return"Usage Based";case"latency-based-routing":return"Latency Based";default:return e}},e_=e=>e.models[0]??"",ej={backgroundColor:"#111827",color:"#f3f4f6",borderRadius:6,padding:16,fontSize:12,whiteSpace:"pre",overflowX:"auto"},ew=({group:e,baseUrl:l})=>{let a={curl:`curl -X POST '${l}/v1/chat/completions' \\
+ -H 'Content-Type: application/json' \\
+ -H 'Authorization: Bearer $LITELLM_API_KEY' \\
+ -d '{
+ "model": "${e_(e)}",
+ "messages": [{"role": "user", "content": "Hello!"}]
+ }'`,python:`from openai import OpenAI
+
+client = OpenAI(
+ api_key="$LITELLM_API_KEY",
+ base_url="${l}",
+)
+
+response = client.chat.completions.create(
+ model="${e_(e)}",
+ messages=[{"role": "user", "content": "Hello!"}],
+)
+
+print(response)`,javascript:`import OpenAI from "openai";
+
+const client = new OpenAI({
+ apiKey: process.env.LITELLM_API_KEY,
+ baseURL: "${l}",
+});
+
+const response = await client.chat.completions.create({
+ model: "${e_(e)}",
+ messages: [{ role: "user", content: "Hello!" }],
+});
+
+console.log(response);`},[s,n]=(0,r.useState)("curl"),i=[{key:"curl",label:"cURL"},{key:"python",label:"Python (OpenAI SDK)"},{key:"javascript",label:"JavaScript (OpenAI SDK)"}].map(({key:e,label:r})=>({key:e,label:r,children:(0,t.jsx)(ex,{code:!0,className:"mb-0!",style:ej,children:a[e]})}));return(0,t.jsx)(eu.Tabs,{size:"small",activeKey:s,onChange:e=>n(e),items:i,tabBarExtraContent:(0,t.jsx)(ex,{copyable:{text:a[s],tooltips:["Copy","Copied"]},className:"mb-0!"})})},eC=({groups:e,loading:l,onEdit:a,onDelete:s,proxyBaseUrl:n})=>{let[i,o]=(0,r.useState)([]),d=n&&n.trim()?n:window.location?.origin?window.location.origin:"",c=[{title:"GROUP NAME",dataIndex:"group_name",key:"group_name",render:e=>(0,t.jsx)(ey,{strong:!0,className:"text-blue-600",children:e})},{title:"MODELS",dataIndex:"models",key:"models",render:e=>(0,t.jsx)(J.Flex,{wrap:"wrap",gap:4,children:e.map(e=>(0,t.jsx)(eg.Tag,{children:e},e))})},{title:"STRATEGY",dataIndex:"routing_strategy",key:"routing_strategy",render:e=>(0,t.jsxs)("span",{className:"inline-flex items-center gap-1.5",children:[(0,t.jsx)(em.BranchesOutlined,{className:"text-gray-400"}),(0,t.jsx)(ey,{children:eb(e)})]})},{title:"ACTIONS",key:"actions",width:120,align:"right",render:(e,r)=>(0,t.jsxs)(J.Flex,{justify:"flex-end",align:"center",gap:8,children:[(0,t.jsx)(I.Tooltip,{title:"Edit",children:(0,t.jsx)(C.Button,{type:"text",icon:(0,t.jsx)(ef.EditOutlined,{}),onClick:e=>{e.stopPropagation(),a(r)}})}),(0,t.jsx)(I.Tooltip,{title:"Delete",children:(0,t.jsx)(C.Button,{type:"text",danger:!0,icon:(0,t.jsx)(ep.DeleteOutlined,{}),onClick:e=>{e.stopPropagation(),s(r)}})})]})}];return(0,t.jsx)(ec.Table,{rowKey:"group_name",columns:c,dataSource:e,loading:l,pagination:!1,expandable:{expandedRowKeys:i,onExpandedRowsChange:e=>o([...e]),expandedRowRender:e=>(0,t.jsxs)("div",{className:"bg-gray-50 border border-gray-200 rounded-md p-4 my-2",children:[(0,t.jsxs)(J.Flex,{align:"center",gap:8,className:"mb-2",children:[(0,t.jsx)(eh.CodeOutlined,{className:"text-blue-500"}),(0,t.jsx)(ey,{strong:!0,children:"How routing works for this group"})]}),(0,t.jsxs)(ex,{className:"text-sm text-gray-600 mb-3",children:["Callers request any model in the group by name — LiteLLM picks a deployment behind the scenes using the"," ",(0,t.jsx)(ey,{strong:!0,children:eb(e.routing_strategy)})," strategy."]}),(0,t.jsx)(ew,{group:e,baseUrl:d})]})}})};var eS=e.i(808613),ek=e.i(199133);let{Text:ev,Paragraph:eT}=F.Typography,eN=new Set(["latency-based-routing","usage-based-routing"]),eA=/^[A-Za-z0-9._-]+$/,eI=({open:e,mode:l,initialValue:a,availableStrategies:s,strategyDescriptions:n,modelOptions:i,existingGroupNames:o,onClose:d,onSubmit:c,saving:u})=>{let[g]=eS.Form.useForm(),m=eS.Form.useWatch("routing_strategy",g),p={group_name:a?.group_name??"",models:a?.models??[],routing_strategy:a?.routing_strategy??s[0]??"simple-shuffle",routing_strategy_args:a?.routing_strategy_args?JSON.stringify(a.routing_strategy_args,null,2):""},f=(0,r.useMemo)(()=>new Set(o.filter(e=>e!==a?.group_name).map(e=>e.toLowerCase())),[o,a]),h=async()=>{let e=await g.validateFields(),t=eN.has(String(e.routing_strategy)),r=null;if(t&&e.routing_strategy_args&&e.routing_strategy_args.trim())try{r=JSON.parse(e.routing_strategy_args)}catch{g.setFields([{name:"routing_strategy_args",errors:["Must be valid JSON"]}]);return}await 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