diff --git a/ui/litellm-dashboard/package-lock.json b/ui/litellm-dashboard/package-lock.json
index fe52c04e3d..aec6ccb3d0 100644
--- a/ui/litellm-dashboard/package-lock.json
+++ b/ui/litellm-dashboard/package-lock.json
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+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
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+        "url": "https://github.com/sponsors/wooorm"
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+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
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+        "url": "https://github.com/sponsors/wooorm"
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+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/refractor/node_modules/is-hexadecimal": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/is-hexadecimal/-/is-hexadecimal-1.0.4.tgz",
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+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/refractor/node_modules/parse-entities": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/parse-entities/-/parse-entities-2.0.0.tgz",
+      "integrity": "sha512-kkywGpCcRYhqQIchaWqZ875wzpS/bMKhz5HnN3p7wveJTkTtyAB/AlnS0f8DFSqYW1T82t6yEAkEcB+A1I3MbQ==",
+      "dependencies": {
+        "character-entities": "^1.0.0",
+        "character-entities-legacy": "^1.0.0",
+        "character-reference-invalid": "^1.0.0",
+        "is-alphanumerical": "^1.0.0",
+        "is-decimal": "^1.0.0",
+        "is-hexadecimal": "^1.0.0"
+      },
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/refractor/node_modules/prismjs": {
+      "version": "1.27.0",
+      "resolved": "https://registry.npmjs.org/prismjs/-/prismjs-1.27.0.tgz",
+      "integrity": "sha512-t13BGPUlFDR7wRB5kQDG4jjl7XeuH6jbJGt11JHPL96qwsEHNX2+68tFXqc1/k+/jALsbSWJKUOT/hcYAZ5LkA==",
+      "engines": {
+        "node": ">=6"
+      }
+    },
     "node_modules/regenerator-runtime": {
       "version": "0.14.1",
       "resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.14.1.tgz",
@@ -5336,6 +6454,37 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/remark-parse": {
+      "version": "11.0.0",
+      "resolved": "https://registry.npmjs.org/remark-parse/-/remark-parse-11.0.0.tgz",
+      "integrity": "sha512-FCxlKLNGknS5ba/1lmpYijMUzX2esxW5xQqjWxw2eHFfS2MSdaHVINFmhjo+qN1WhZhNimq0dZATN9pH0IDrpA==",
+      "dependencies": {
+        "@types/mdast": "^4.0.0",
+        "mdast-util-from-markdown": "^2.0.0",
+        "micromark-util-types": "^2.0.0",
+        "unified": "^11.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/remark-rehype": {
+      "version": "11.1.0",
+      "resolved": "https://registry.npmjs.org/remark-rehype/-/remark-rehype-11.1.0.tgz",
+      "integrity": "sha512-z3tJrAs2kIs1AqIIy6pzHmAHlF1hWQ+OdY4/hv+Wxe35EhyLKcajL33iUEn3ScxtFox9nUvRufR/Zre8Q08H/g==",
+      "dependencies": {
+        "@types/hast": "^3.0.0",
+        "@types/mdast": "^4.0.0",
+        "mdast-util-to-hast": "^13.0.0",
+        "unified": "^11.0.0",
+        "vfile": "^6.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/resize-observer-polyfill": {
       "version": "1.5.1",
       "resolved": "https://registry.npmjs.org/resize-observer-polyfill/-/resize-observer-polyfill-1.5.1.tgz",
@@ -5627,6 +6776,15 @@
         "node": ">=0.10.0"
       }
     },
+    "node_modules/space-separated-tokens": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/space-separated-tokens/-/space-separated-tokens-2.0.2.tgz",
+      "integrity": "sha512-PEGlAwrG8yXGXRjW32fGbg66JAlOAwbObuqVoJpv/mRgoWDQfgH1wDPvtzWyUSNAXBGSk8h755YDbbcEy3SH2Q==",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/streamsearch": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/streamsearch/-/streamsearch-1.1.0.tgz",
@@ -5765,6 +6923,19 @@
         "url": "https://github.com/sponsors/ljharb"
       }
     },
+    "node_modules/stringify-entities": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/stringify-entities/-/stringify-entities-4.0.3.tgz",
+      "integrity": "sha512-BP9nNHMhhfcMbiuQKCqMjhDP5yBCAxsPu4pHFFzJ6Alo9dZgY4VLDPutXqIjpRiMoKdp7Av85Gr73Q5uH9k7+g==",
+      "dependencies": {
+        "character-entities-html4": "^2.0.0",
+        "character-entities-legacy": "^3.0.0"
+      },
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/strip-ansi": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
@@ -5809,6 +6980,14 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/style-to-object": {
+      "version": "1.0.5",
+      "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-1.0.5.tgz",
+      "integrity": "sha512-rDRwHtoDD3UMMrmZ6BzOW0naTjMsVZLIjsGleSKS/0Oz+cgCfAPRspaqJuE8rDzpKha/nEvnM0IF4seEAZUTKQ==",
+      "dependencies": {
+        "inline-style-parser": "0.2.2"
+      }
+    },
     "node_modules/styled-jsx": {
       "version": "5.1.1",
       "resolved": "https://registry.npmjs.org/styled-jsx/-/styled-jsx-5.1.1.tgz",
@@ -5998,6 +7177,24 @@
       "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
       "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="
     },
+    "node_modules/trim-lines": {
+      "version": "3.0.1",
+      "resolved": "https://registry.npmjs.org/trim-lines/-/trim-lines-3.0.1.tgz",
+      "integrity": "sha512-kRj8B+YHZCc9kQYdWfJB2/oUl9rA99qbowYYBtr4ui4mZyAQ2JpvVBd/6U2YloATfqBhBTSMhTpgBHtU0Mf3Rg==",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
+    "node_modules/trough": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/trough/-/trough-2.2.0.tgz",
+      "integrity": "sha512-tmMpK00BjZiUyVyvrBK7knerNgmgvcV/KLVyuma/SC+TQN167GrMRciANTz09+k3zW8L8t60jWO1GpfkZdjTaw==",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    },
     "node_modules/ts-api-utils": {
       "version": "1.0.3",
       "resolved": "https://registry.npmjs.org/ts-api-utils/-/ts-api-utils-1.0.3.tgz",
@@ -6154,6 +7351,100 @@
       "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
       "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="
     },
+    "node_modules/unified": {
+      "version": "11.0.4",
+      "resolved": "https://registry.npmjs.org/unified/-/unified-11.0.4.tgz",
+      "integrity": "sha512-apMPnyLjAX+ty4OrNap7yumyVAMlKx5IWU2wlzzUdYJO9A8f1p9m/gywF/GM2ZDFcjQPrx59Mc90KwmxsoklxQ==",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "bail": "^2.0.0",
+        "devlop": "^1.0.0",
+        "extend": "^3.0.0",
+        "is-plain-obj": "^4.0.0",
+        "trough": "^2.0.0",
+        "vfile": "^6.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/unist-util-is": {
+      "version": "6.0.0",
+      "resolved": "https://registry.npmjs.org/unist-util-is/-/unist-util-is-6.0.0.tgz",
+      "integrity": "sha512-2qCTHimwdxLfz+YzdGfkqNlH0tLi9xjTnHddPmJwtIG9MGsdbutfTc4P+haPD7l7Cjxf/WZj+we5qfVPvvxfYw==",
+      "dependencies": {
+        "@types/unist": "^3.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/unist-util-position": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/unist-util-position/-/unist-util-position-5.0.0.tgz",
+      "integrity": "sha512-fucsC7HjXvkB5R3kTCO7kUjRdrS0BJt3M/FPxmHMBOm8JQi2BsHAHFsy27E0EolP8rp0NzXsJ+jNPyDWvOJZPA==",
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+      },
+      "funding": {
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+        "url": "https://opencollective.com/unified"
+      }
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+    "node_modules/unist-util-remove-position": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/unist-util-remove-position/-/unist-util-remove-position-5.0.0.tgz",
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+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "unist-util-visit": "^5.0.0"
+      },
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+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/unist-util-stringify-position": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/unist-util-stringify-position/-/unist-util-stringify-position-4.0.0.tgz",
+      "integrity": "sha512-0ASV06AAoKCDkS2+xw5RXJywruurpbC4JZSm7nr7MOt1ojAzvyyaO+UxZf18j8FCF6kmzCZKcAgN/yu2gm2XgQ==",
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+      },
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+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/unist-util-visit": {
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/unist-util-visit/-/unist-util-visit-5.0.0.tgz",
+      "integrity": "sha512-MR04uvD+07cwl/yhVuVWAtw+3GOR/knlL55Nd/wAdblk27GCVt3lqpTivy/tkJcZoNPzTwS1Y+KMojlLDhoTzg==",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "unist-util-is": "^6.0.0",
+        "unist-util-visit-parents": "^6.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/unist-util-visit-parents": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/unist-util-visit-parents/-/unist-util-visit-parents-6.0.1.tgz",
+      "integrity": "sha512-L/PqWzfTP9lzzEa6CKs0k2nARxTdZduw3zyh8d2NVBnsyvHjSX4TWse388YrrQKbvI8w20fGjGlhgT96WwKykw==",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "unist-util-is": "^6.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/update-browserslist-db": {
       "version": "1.0.13",
       "resolved": "https://registry.npmjs.org/update-browserslist-db/-/update-browserslist-db-1.0.13.tgz",
@@ -6198,6 +7489,33 @@
       "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz",
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     },
+    "node_modules/vfile": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/vfile/-/vfile-6.0.1.tgz",
+      "integrity": "sha512-1bYqc7pt6NIADBJ98UiG0Bn/CHIVOoZ/IyEkqIruLg0mE1BKzkOXY2D6CSqQIcKqgadppE5lrxgWXJmXd7zZJw==",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "unist-util-stringify-position": "^4.0.0",
+        "vfile-message": "^4.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
+    "node_modules/vfile-message": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-4.0.2.tgz",
+      "integrity": "sha512-jRDZ1IMLttGj41KcZvlrYAaI3CfqpLpfpf+Mfig13viT6NKvRzWZ+lXz0Y5D60w6uJIBAOGq9mSHf0gktF0duw==",
+      "dependencies": {
+        "@types/unist": "^3.0.0",
+        "unist-util-stringify-position": "^4.0.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/unified"
+      }
+    },
     "node_modules/victory-vendor": {
       "version": "36.8.2",
       "resolved": "https://registry.npmjs.org/victory-vendor/-/victory-vendor-36.8.2.tgz",
@@ -6424,6 +7742,14 @@
       "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
       "dev": true
     },
+    "node_modules/xtend": {
+      "version": "4.0.2",
+      "resolved": "https://registry.npmjs.org/xtend/-/xtend-4.0.2.tgz",
+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "engines": {
+        "node": ">=0.4"
+      }
+    },
     "node_modules/yallist": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
@@ -6448,6 +7774,15 @@
       "funding": {
         "url": "https://github.com/sponsors/sindresorhus"
       }
+    },
+    "node_modules/zwitch": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
+      "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
     }
   }
 }
diff --git a/ui/litellm-dashboard/package.json b/ui/litellm-dashboard/package.json
index dcc14a2433..586be16f75 100644
--- a/ui/litellm-dashboard/package.json
+++ b/ui/litellm-dashboard/package.json
@@ -21,7 +21,9 @@
     "next": "14.1.0",
     "openai": "^4.28.0",
     "react": "^18",
-    "react-dom": "^18"
+    "react-dom": "^18",
+    "react-markdown": "^9.0.1",
+    "react-syntax-highlighter": "^15.5.0"
   },
   "devDependencies": {
     "@tailwindcss/forms": "^0.5.7",
diff --git a/ui/litellm-dashboard/src/components/chat_ui.tsx b/ui/litellm-dashboard/src/components/chat_ui.tsx
index f0f2d3b282..f5e7bf28cf 100644
--- a/ui/litellm-dashboard/src/components/chat_ui.tsx
+++ b/ui/litellm-dashboard/src/components/chat_ui.tsx
@@ -1,4 +1,5 @@
 import React, { useState, useEffect } from "react";
+import ReactMarkdown from "react-markdown";
 import { Card, Title, Table, TableHead, TableRow, TableCell, TableBody, Grid, Tab,
     TabGroup,
     TabList,
@@ -7,7 +8,7 @@ import { Card, Title, Table, TableHead, TableRow, TableCell, TableBody, Grid, Ta
     TabPanels, } from "@tremor/react";
 import { modelInfoCall } from "./networking";
 import openai from "openai";
-
+import { Prism as SyntaxHighlighter } from 'react-syntax-highlighter';
 
 
 interface ChatUIProps {
@@ -106,7 +107,7 @@ const ChatUI: React.FC<ChatUIProps> = ({ accessToken, token, userRole, userID })
           <TabGroup>
             <TabList className="mt-4">
                 <Tab>Chat</Tab>
-                <Tab>Proxy Usage</Tab>
+                <Tab>API Reference</Tab>
             </TabList>
 
             <TabPanels>
@@ -157,9 +158,126 @@ const ChatUI: React.FC<ChatUIProps> = ({ accessToken, token, userRole, userID })
                     </div>
                 </TabPanel>
                 <TabPanel>
-                    <Metric>
-                        Usage
-                    </Metric>
+                    <TabGroup>
+                        <TabList>
+                            <Tab>OpenAI Python SDK</Tab>
+                            <Tab>LlamaIndex</Tab>
+                            <Tab>Langchain Py</Tab>
+                        </TabList>
+                        <TabPanels>
+                        <TabPanel>
+                    
+                    <SyntaxHighlighter language="python">
+            {`
+import openai
+client = openai.OpenAI(
+    api_key="your_api_key",
+    base_url="http://0.0.0.0:4000" # proxy base url
+)
+
+response = client.chat.completions.create(
+    model="gpt-3.5-turbo", # model to use from Models Tab
+    messages = [
+        {
+            "role": "user",
+            "content": "this is a test request, write a short poem"
+        }
+    ],
+    extra_body={
+        "metadata": {
+            "generation_name": "ishaan-generation-openai-client",
+            "generation_id": "openai-client-gen-id22",
+            "trace_id": "openai-client-trace-id22",
+            "trace_user_id": "openai-client-user-id2"
+        }
+    }
+)
+
+print(response)
+            `}
+        </SyntaxHighlighter>
+     </TabPanel>
+     <TabPanel>
+                    
+                    <SyntaxHighlighter language="python">
+            {`
+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="http://0.0.0.0:4000", # 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="http://0.0.0.0:4000",
+    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)
+
+            `}
+        </SyntaxHighlighter>
+     </TabPanel>
+     <TabPanel>
+                    
+                    <SyntaxHighlighter language="python">
+            {`
+from langchain.chat_models import ChatOpenAI
+from langchain.prompts.chat import (
+    ChatPromptTemplate,
+    HumanMessagePromptTemplate,
+    SystemMessagePromptTemplate,
+)
+from langchain.schema import HumanMessage, SystemMessage
+
+chat = ChatOpenAI(
+    openai_api_base="http://0.0.0.0:8000",
+    model = "gpt-3.5-turbo",
+    temperature=0.1,
+    extra_body={
+        "metadata": {
+            "generation_name": "ishaan-generation-langchain-client",
+            "generation_id": "langchain-client-gen-id22",
+            "trace_id": "langchain-client-trace-id22",
+            "trace_user_id": "langchain-client-user-id2"
+        }
+    }
+)
+
+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)
+
+            `}
+        </SyntaxHighlighter>
+     </TabPanel>
+        </TabPanels>
+        </TabGroup>
+                    
                 </TabPanel>
             </TabPanels>
         </TabGroup>