diff --git a/asynchronous-authorization/langchain-next-js/README.md b/asynchronous-authorization/langchain-next-js/README.md
index 6569d5b5..835aeb2e 100644
--- a/asynchronous-authorization/langchain-next-js/README.md
+++ b/asynchronous-authorization/langchain-next-js/README.md
@@ -29,17 +29,17 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional - start the postgres database
 docker compose up -d
 # Optional - create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun all:dev # or npm run all:dev
+npm run all:dev # or bun all:dev
 ```
 
 This will start an in-memory LangGraph server on port 54367 and a Next.js server on port 3000. Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -88,7 +88,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build # or $ ANALYZE=true npm run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/asynchronous-authorization/langchain-next-js/package-lock.json b/asynchronous-authorization/langchain-next-js/package-lock.json
index 26a58363..a40b97cf 100644
--- a/asynchronous-authorization/langchain-next-js/package-lock.json
+++ b/asynchronous-authorization/langchain-next-js/package-lock.json
@@ -8,7 +8,7 @@
       "name": "auth0-assistant0",
       "version": "0.0.0",
       "dependencies": {
-        "@auth0/ai-langchain": "^3.5.0",
+        "@auth0/ai-langchain": "^4.0.0",
         "@auth0/nextjs-auth0": "^4.10.0",
         "@langchain/community": "^0.3.55",
         "@langchain/core": "^0.3.75",
@@ -24,9 +24,11 @@
         "class-variance-authority": "^0.7.1",
         "clsx": "^2.1.1",
         "date-fns": "^4.1.0",
-        "drizzle-orm": "^0.44.5",
-        "drizzle-zod": "0.7.1",
+        "dotenv": "^16.4.7",
+        "drizzle-orm": "^0.43.1",
+        "drizzle-zod": "^0.7.1",
         "googleapis": "^159.0.0",
+        "jose": "^6.1.0",
         "langchain": "^0.3.33",
         "langgraph-nextjs-api-passthrough": "^0.1.4",
         "lucide-react": "^0.543.0",
@@ -48,8 +50,8 @@
         "tailwindcss-animate": "^1.0.7",
         "use-stick-to-bottom": "^1.1.1",
         "vaul": "^1.1.2",
-        "zod": "3.25.76 || ^4",
-        "zod-to-json-schema": "^3.23.2"
+        "zod": "^3.25.76",
+        "zod-to-json-schema": "^3.24.5"
       },
       "devDependencies": {
         "@next/bundle-analyzer": "^15.5.2",
@@ -60,7 +62,6 @@
         "@typescript-eslint/eslint-plugin": "^8.45.0",
         "@typescript-eslint/parser": "^8.45.0",
         "autoprefixer": "^10.4.21",
-        "dotenv": "^16.4.5",
         "drizzle-kit": "^0.31.4",
         "eslint": "^9.36.0",
         "eslint-config-next": "^15.5.2",
@@ -122,9 +123,9 @@
       "peer": true
     },
     "node_modules/@auth0/ai": {
-      "version": "4.0.1",
-      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-4.0.1.tgz",
-      "integrity": "sha512-9RTRyD+DsXiym9Sgw11ijs9zZLNV38ctKIUxBpIUvFACXGx843TDcZd+4rbFA7bigUwKZ+pg2rhUn5h3Haa+gw==",
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-5.0.0.tgz",
+      "integrity": "sha512-lvMXNup/vkpA+gWu0Bs2MouM0P5hNpIWInZQwkGmyd5LCBEDN1MbZprdeBj0b/KgfdkaLu+psTDXbPCIB9AugQ==",
       "license": "Apache-2.0",
       "dependencies": {
         "@openfga/sdk": "^0.8.0",
@@ -137,9 +138,9 @@
       }
     },
     "node_modules/@auth0/ai-langchain": {
-      "version": "3.5.1",
-      "resolved": "https://registry.npmjs.org/@auth0/ai-langchain/-/ai-langchain-3.5.1.tgz",
-      "integrity": "sha512-kEWQzsLcspAJTGGSjylJGNreu+VLDnvh14+z8kI9i/KQ/3lWsRwYtlSrkepmNro0UYTSQyQwMcNN4+dU7Nmx6g==",
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai-langchain/-/ai-langchain-4.0.0.tgz",
+      "integrity": "sha512-lZDZxEHiKJPEnhKJgFppzRT+1H7A3hFtM7Hu8Unst1Orr9Px3qydnjrEf1LuV+5MT/7pOaVGC7gFJHI+zXabSA==",
       "license": "Apache-2.0",
       "dependencies": {
         "@auth0/ai": "*",
@@ -153,6 +154,15 @@
         "zod": "^3.25.76"
       }
     },
+    "node_modules/@auth0/ai/node_modules/jose": {
+      "version": "5.10.0",
+      "resolved": "https://registry.npmjs.org/jose/-/jose-5.10.0.tgz",
+      "integrity": "sha512-s+3Al/p9g32Iq+oqXxkW//7jk2Vig6FF1CFqzVXoTUXt2qz89YWbL+OwS17NFYEvxC35n0FKeGO2LGYSxeM2Gg==",
+      "license": "MIT",
+      "funding": {
+        "url": "https://github.com/sponsors/panva"
+      }
+    },
     "node_modules/@auth0/nextjs-auth0": {
       "version": "4.10.0",
       "resolved": "https://registry.npmjs.org/@auth0/nextjs-auth0/-/nextjs-auth0-4.10.0.tgz",
@@ -172,15 +182,6 @@
         "react-dom": "^18.0.0 || ^19.0.0 || ^19.0.0-0"
       }
     },
-    "node_modules/@auth0/nextjs-auth0/node_modules/jose": {
-      "version": "6.1.0",
-      "resolved": "https://registry.npmjs.org/jose/-/jose-6.1.0.tgz",
-      "integrity": "sha512-TTQJyoEoKcC1lscpVDCSsVgYzUDg/0Bt3WE//WiTPK6uOCQC2KZS4MpugbMWt/zyjkopgZoXhZuCi00gLudfUA==",
-      "license": "MIT",
-      "funding": {
-        "url": "https://github.com/sponsors/panva"
-      }
-    },
     "node_modules/@browserbasehq/sdk": {
       "version": "2.6.0",
       "resolved": "https://registry.npmjs.org/@browserbasehq/sdk/-/sdk-2.6.0.tgz",
@@ -736,9 +737,9 @@
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+      "integrity": "sha512-Xt1dOL13m8u0WE8iplx9Ibbm+hFAO0GsU2P34UNoDGvZYkY8ifSiy6Zuc1lYxfG7svWE2fzqCUmFp5HCn51gJg==",
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@@ -753,9 +754,9 @@
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-      "integrity": "sha512-dQAxF1dW1C3zpeCDc5KqIYuZ1tgAdRXNoZP7vkBIRtKZPYe2xVr/d3SkirklCHudW1B45tGiUlz2pUWDfbDD4w==",
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@@ -770,9 +771,9 @@
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@@ -787,9 +788,9 @@
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@@ -804,9 +805,9 @@
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@@ -855,9 +856,9 @@
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+        "@esbuild/openharmony-arm64": "0.25.11",
+        "@esbuild/sunos-x64": "0.25.11",
+        "@esbuild/win32-arm64": "0.25.11",
+        "@esbuild/win32-ia32": "0.25.11",
+        "@esbuild/win32-x64": "0.25.11"
       }
     },
     "node_modules/esbuild-register": {
@@ -6387,13 +6384,13 @@
       }
     },
     "node_modules/eslint-config-next": {
-      "version": "15.5.4",
-      "resolved": "https://registry.npmjs.org/eslint-config-next/-/eslint-config-next-15.5.4.tgz",
-      "integrity": "sha512-BzgVVuT3kfJes8i2GHenC1SRJ+W3BTML11lAOYFOOPzrk2xp66jBOAGEFRw+3LkYCln5UzvFsLhojrshb5Zfaw==",
+      "version": "15.5.5",
+      "resolved": "https://registry.npmjs.org/eslint-config-next/-/eslint-config-next-15.5.5.tgz",
+      "integrity": "sha512-f8lRSSelp6cqrYjxEMjJ5En3WV913gTu/w9goYShnIujwDSQlKt4x9MwSDiduE9R5mmFETK44+qlQDxeSA0rUA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@next/eslint-plugin-next": "15.5.4",
+        "@next/eslint-plugin-next": "15.5.5",
         "@rushstack/eslint-patch": "^1.10.3",
         "@typescript-eslint/eslint-plugin": "^5.4.2 || ^6.0.0 || ^7.0.0 || ^8.0.0",
         "@typescript-eslint/parser": "^5.4.2 || ^6.0.0 || ^7.0.0 || ^8.0.0",
@@ -7313,9 +7310,9 @@
       }
     },
     "node_modules/gcp-metadata": {
-      "version": "7.0.1",
-      "resolved": "https://registry.npmjs.org/gcp-metadata/-/gcp-metadata-7.0.1.tgz",
-      "integrity": "sha512-UcO3kefx6dCcZkgcTGgVOTFb7b1LlQ02hY1omMjjrrBzkajRMCFgYOjs7J71WqnuG1k2b+9ppGL7FsOfhZMQKQ==",
+      "version": "8.1.1",
+      "resolved": "https://registry.npmjs.org/gcp-metadata/-/gcp-metadata-8.1.1.tgz",
+      "integrity": "sha512-dTCcAe9fRQf06ELwel6lWWFrEbstwjUBYEhr5VRGoC+iPDZQucHppCowaIp8b8v92tU1G4X4H3b/Y6zXZxkMsQ==",
       "license": "Apache-2.0",
       "dependencies": {
         "gaxios": "^7.0.0",
@@ -7485,15 +7482,15 @@
       }
     },
     "node_modules/google-auth-library": {
-      "version": "10.4.0",
-      "resolved": "https://registry.npmjs.org/google-auth-library/-/google-auth-library-10.4.0.tgz",
-      "integrity": "sha512-CmIrSy1bqMQUsPmA9+hcSbAXL80cFhu40cGMUjCaLpNKVzzvi+0uAHq8GNZxkoGYIsTX4ZQ7e4aInAqWxgn4fg==",
+      "version": "10.4.1",
+      "resolved": "https://registry.npmjs.org/google-auth-library/-/google-auth-library-10.4.1.tgz",
+      "integrity": "sha512-VlvZ+QDWng3aPh++0BSQlSJyjn4qgLLTmqylAR3as0dr6YwPkZpHcZAngAFr68TDVCUSQVRTkV73K/D3m7vEIg==",
       "license": "Apache-2.0",
       "dependencies": {
         "base64-js": "^1.3.0",
         "ecdsa-sig-formatter": "^1.0.11",
         "gaxios": "^7.0.0",
-        "gcp-metadata": "^7.0.0",
+        "gcp-metadata": "^8.0.0",
         "google-logging-utils": "^1.0.0",
         "gtoken": "^8.0.0",
         "jws": "^4.0.0"
@@ -8472,9 +8469,9 @@
       }
     },
     "node_modules/jose": {
-      "version": "5.10.0",
-      "resolved": "https://registry.npmjs.org/jose/-/jose-5.10.0.tgz",
-      "integrity": "sha512-s+3Al/p9g32Iq+oqXxkW//7jk2Vig6FF1CFqzVXoTUXt2qz89YWbL+OwS17NFYEvxC35n0FKeGO2LGYSxeM2Gg==",
+      "version": "6.1.0",
+      "resolved": "https://registry.npmjs.org/jose/-/jose-6.1.0.tgz",
+      "integrity": "sha512-TTQJyoEoKcC1lscpVDCSsVgYzUDg/0Bt3WE//WiTPK6uOCQC2KZS4MpugbMWt/zyjkopgZoXhZuCi00gLudfUA==",
       "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/panva"
@@ -8661,9 +8658,9 @@
       }
     },
     "node_modules/langchain": {
-      "version": "0.3.35",
-      "resolved": "https://registry.npmjs.org/langchain/-/langchain-0.3.35.tgz",
-      "integrity": "sha512-OkPstP43L3rgaAk72UAVcXy4BzJSiyzXfJsHRBTx9xD3rRtgrAu/jsWpMcsbFAoNO3iGerK+ULzkTzaBJBz6kg==",
+      "version": "0.3.36",
+      "resolved": "https://registry.npmjs.org/langchain/-/langchain-0.3.36.tgz",
+      "integrity": "sha512-PqC19KChFF0QlTtYDFgfEbIg+SCnCXox29G8tY62QWfj9bOW7ew2kgWmPw5qoHLOTKOdQPvXET20/1Pdq8vAtQ==",
       "license": "MIT",
       "dependencies": {
         "@langchain/openai": ">=0.1.0 <0.7.0",
@@ -8765,9 +8762,9 @@
       }
     },
     "node_modules/langsmith": {
-      "version": "0.3.73",
-      "resolved": "https://registry.npmjs.org/langsmith/-/langsmith-0.3.73.tgz",
-      "integrity": "sha512-zuAAFiY6yfqU+Y8OicEmBqahLWqzMumNY7tcXnuGk8P26hS5aqh+9rXfI4zv0nr++97kNP9WCiBDgPWcrSWlDA==",
+      "version": "0.3.74",
+      "resolved": "https://registry.npmjs.org/langsmith/-/langsmith-0.3.74.tgz",
+      "integrity": "sha512-ZuW3Qawz8w88XcuCRH91yTp6lsdGuwzRqZ5J0Hf5q/AjMz7DwcSv0MkE6V5W+8hFMI850QZN2Wlxwm3R9lHlZg==",
       "license": "MIT",
       "dependencies": {
         "@types/uuid": "^10.0.0",
@@ -9769,12 +9766,12 @@
       "license": "MIT"
     },
     "node_modules/next": {
-      "version": "15.5.4",
-      "resolved": "https://registry.npmjs.org/next/-/next-15.5.4.tgz",
-      "integrity": "sha512-xH4Yjhb82sFYQfY3vbkJfgSDgXvBB6a8xPs9i35k6oZJRoQRihZH+4s9Yo2qsWpzBmZ3lPXaJ2KPXLfkvW4LnA==",
+      "version": "15.5.5",
+      "resolved": "https://registry.npmjs.org/next/-/next-15.5.5.tgz",
+      "integrity": "sha512-OQVdBPtpBfq7HxFN0kOVb7rXXOSIkt5lTzDJDGRBcOyVvNRIWFauMqi1gIHd1pszq1542vMOGY0HP4CaiALfkA==",
       "license": "MIT",
       "dependencies": {
-        "@next/env": "15.5.4",
+        "@next/env": "15.5.5",
         "@swc/helpers": "0.5.15",
         "caniuse-lite": "^1.0.30001579",
         "postcss": "8.4.31",
@@ -9787,14 +9784,14 @@
         "node": "^18.18.0 || ^19.8.0 || >= 20.0.0"
       },
       "optionalDependencies": {
-        "@next/swc-darwin-arm64": "15.5.4",
-        "@next/swc-darwin-x64": "15.5.4",
-        "@next/swc-linux-arm64-gnu": "15.5.4",
-        "@next/swc-linux-arm64-musl": "15.5.4",
-        "@next/swc-linux-x64-gnu": "15.5.4",
-        "@next/swc-linux-x64-musl": "15.5.4",
-        "@next/swc-win32-arm64-msvc": "15.5.4",
-        "@next/swc-win32-x64-msvc": "15.5.4",
+        "@next/swc-darwin-arm64": "15.5.5",
+        "@next/swc-darwin-x64": "15.5.5",
+        "@next/swc-linux-arm64-gnu": "15.5.5",
+        "@next/swc-linux-arm64-musl": "15.5.5",
+        "@next/swc-linux-x64-gnu": "15.5.5",
+        "@next/swc-linux-x64-musl": "15.5.5",
+        "@next/swc-win32-arm64-msvc": "15.5.5",
+        "@next/swc-win32-x64-msvc": "15.5.5",
         "sharp": "^0.34.3"
       },
       "peerDependencies": {
@@ -9960,9 +9957,9 @@
       }
     },
     "node_modules/node-releases": {
-      "version": "2.0.23",
-      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.23.tgz",
-      "integrity": "sha512-cCmFDMSm26S6tQSDpBCg/NR8NENrVPhAJSf+XbxBG4rPFaaonlEoE9wHQmun+cls499TQGSb7ZyPBRlzgKfpeg==",
+      "version": "2.0.25",
+      "resolved": "https://registry.npmjs.org/node-releases/-/node-releases-2.0.25.tgz",
+      "integrity": "sha512-4auku8B/vw5psvTiiN9j1dAOsXvMoGqJuKJcR+dTdqiXEK20mMTk1UEo3HS16LeGQsVG6+qKTPM9u/qQ2LqATA==",
       "dev": true,
       "license": "MIT"
     },
@@ -10210,9 +10207,9 @@
       }
     },
     "node_modules/nuqs": {
-      "version": "2.7.1",
-      "resolved": "https://registry.npmjs.org/nuqs/-/nuqs-2.7.1.tgz",
-      "integrity": "sha512-3WDgrOZWat0QyOheyljTlXK4TGFh1JKSLvXMgusMDcTyMJXe1xL8+q3zuQ6ke1vyeGnpJwztlZl2aDkMW2eIUg==",
+      "version": "2.7.2",
+      "resolved": "https://registry.npmjs.org/nuqs/-/nuqs-2.7.2.tgz",
+      "integrity": "sha512-wOPJoz5om7jMJQick9zU1S/Q+joL+B2DZTZxfCleHEcUzjUnPoujGod4+nAmUWb+G9TwZnyv+mfNqlyfEi8Zag==",
       "license": "MIT",
       "dependencies": {
         "@standard-schema/spec": "1.0.0"
@@ -10462,15 +10459,6 @@
         "url": "https://github.com/sponsors/panva"
       }
     },
-    "node_modules/openid-client/node_modules/jose": {
-      "version": "6.1.0",
-      "resolved": "https://registry.npmjs.org/jose/-/jose-6.1.0.tgz",
-      "integrity": "sha512-TTQJyoEoKcC1lscpVDCSsVgYzUDg/0Bt3WE//WiTPK6uOCQC2KZS4MpugbMWt/zyjkopgZoXhZuCi00gLudfUA==",
-      "license": "MIT",
-      "funding": {
-        "url": "https://github.com/sponsors/panva"
-      }
-    },
     "node_modules/optionator": {
       "version": "0.9.4",
       "resolved": "https://registry.npmjs.org/optionator/-/optionator-0.9.4.tgz",
@@ -12446,18 +12434,18 @@
       }
     },
     "node_modules/style-to-js": {
-      "version": "1.1.17",
-      "resolved": "https://registry.npmjs.org/style-to-js/-/style-to-js-1.1.17.tgz",
-      "integrity": "sha512-xQcBGDxJb6jjFCTzvQtfiPn6YvvP2O8U1MDIPNfJQlWMYfktPy+iGsHE7cssjs7y84d9fQaK4UF3RIJaAHSoYA==",
+      "version": "1.1.18",
+      "resolved": "https://registry.npmjs.org/style-to-js/-/style-to-js-1.1.18.tgz",
+      "integrity": "sha512-JFPn62D4kJaPTnhFUI244MThx+FEGbi+9dw1b9yBBQ+1CZpV7QAT8kUtJ7b7EUNdHajjF/0x8fT+16oLJoojLg==",
       "license": "MIT",
       "dependencies": {
-        "style-to-object": "1.0.9"
+        "style-to-object": "1.0.11"
       }
     },
     "node_modules/style-to-object": {
-      "version": "1.0.9",
-      "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-1.0.9.tgz",
-      "integrity": "sha512-G4qppLgKu/k6FwRpHiGiKPaPTFcG3g4wNVX/Qsfu+RqQM30E7Tyu/TEgxcL9PNLF5pdRLwQdE3YKKf+KF2Dzlw==",
+      "version": "1.0.11",
+      "resolved": "https://registry.npmjs.org/style-to-object/-/style-to-object-1.0.11.tgz",
+      "integrity": "sha512-5A560JmXr7wDyGLK12Nq/EYS38VkGlglVzkis1JEdbGWSnbQIEhZzTJhzURXN5/8WwwFCs/f/VVcmkTppbXLow==",
       "license": "MIT",
       "dependencies": {
         "inline-style-parser": "0.2.4"
diff --git a/asynchronous-authorization/langchain-next-js/package.json b/asynchronous-authorization/langchain-next-js/package.json
index b6d93650..3d6e098c 100644
--- a/asynchronous-authorization/langchain-next-js/package.json
+++ b/asynchronous-authorization/langchain-next-js/package.json
@@ -25,7 +25,7 @@
     "node": ">=20 <23"
   },
   "dependencies": {
-    "@auth0/ai-langchain": "^3.5.0",
+    "@auth0/ai-langchain": "^4.0.0",
     "@auth0/nextjs-auth0": "^4.10.0",
     "@langchain/community": "^0.3.55",
     "@langchain/core": "^0.3.75",
@@ -41,9 +41,11 @@
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
-    "drizzle-orm": "^0.44.5",
-    "drizzle-zod": "0.7.1",
+    "dotenv": "^16.4.7",
+    "drizzle-orm": "^0.43.1",
+    "drizzle-zod": "^0.7.1",
     "googleapis": "^159.0.0",
+    "jose": "^6.1.0",
     "langchain": "^0.3.33",
     "langgraph-nextjs-api-passthrough": "^0.1.4",
     "lucide-react": "^0.543.0",
@@ -65,8 +67,8 @@
     "tailwindcss-animate": "^1.0.7",
     "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "3.25.76 || ^4",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76",
+    "zod-to-json-schema": "^3.24.5"
   },
   "devDependencies": {
     "@next/bundle-analyzer": "^15.5.2",
@@ -77,7 +79,6 @@
     "@typescript-eslint/eslint-plugin": "^8.45.0",
     "@typescript-eslint/parser": "^8.45.0",
     "autoprefixer": "^10.4.21",
-    "dotenv": "^16.4.5",
     "drizzle-kit": "^0.31.4",
     "eslint": "^9.36.0",
     "eslint-config-next": "^15.5.2",
@@ -89,4 +90,4 @@
     "tsx": "^4.20.5",
     "typescript": "^5.9.2"
   }
-}
\ No newline at end of file
+}
diff --git a/asynchronous-authorization/langchain-next-js/src/app/documents/page.tsx b/asynchronous-authorization/langchain-next-js/src/app/documents/page.tsx
index fe107dab..f34aff1c 100644
--- a/asynchronous-authorization/langchain-next-js/src/app/documents/page.tsx
+++ b/asynchronous-authorization/langchain-next-js/src/app/documents/page.tsx
@@ -1,12 +1,12 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { auth0 } from '@/lib/auth0';
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
+import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
   const session = await auth0.getSession();
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/asynchronous-authorization/langchain-next-js/src/lib/auth0-ai.ts b/asynchronous-authorization/langchain-next-js/src/lib/auth0-ai.ts
index f2fdbc28..9ed00b5c 100644
--- a/asynchronous-authorization/langchain-next-js/src/lib/auth0-ai.ts
+++ b/asynchronous-authorization/langchain-next-js/src/lib/auth0-ai.ts
@@ -4,7 +4,7 @@ import { AccessDeniedInterrupt } from '@auth0/ai/interrupts';
 const auth0AI = new Auth0AI();
 
 // CIBA flow for user confirmation
-export const withAsyncAuthorization = auth0AI.withAsyncUserConfirmation({
+export const withAsyncAuthorization = auth0AI.withAsyncAuthorization({
   userID: async (_params, config) => {
     return config.configurable?.langgraph_auth_user?.sub;
   },
@@ -12,20 +12,19 @@ export const withAsyncAuthorization = auth0AI.withAsyncUserConfirmation({
   scopes: ['openid', 'product:buy'], // add any scopes you want to use with your API
   audience: process.env['SHOP_API_AUDIENCE']!,
 
-
   /**
    * Note: setting a requestedExpiry to >= 301 will currently ensure email is used. Otherwise,
    * the default is to use push notification if available.
-  */
+   */
   // requestedExpiry: 301,
 
   /**
    * The behavior when the authorization request is made.
-   * 
+   *
    * - `block`: The tool execution is blocked until the user completes the authorization.
    * - `interrupt`: The tool execution is interrupted until the user completes the authorization.
    * - a callback: Same as "block" but give access to the auth request and executing logic.
-   * 
+   *
    * Defaults to `interrupt`.
    *
    * When this flag is set to `block`, the execution of the tool awaits
diff --git a/asynchronous-authorization/langchain-next-js/src/lib/tools/shop-online.ts b/asynchronous-authorization/langchain-next-js/src/lib/tools/shop-online.ts
index 5ea6a68f..d0f53db7 100644
--- a/asynchronous-authorization/langchain-next-js/src/lib/tools/shop-online.ts
+++ b/asynchronous-authorization/langchain-next-js/src/lib/tools/shop-online.ts
@@ -1,7 +1,7 @@
 import { tool } from '@langchain/core/tools';
 import { z } from 'zod';
 
-import { getCIBACredentials } from '@auth0/ai-langchain';
+import { getAsyncAuthorizationCredentials } from '@auth0/ai-langchain';
 
 export const shopOnlineTool = tool(
   async ({ product, qty, priceLimit }) => {
@@ -24,7 +24,7 @@ export const shopOnlineTool = tool(
       priceLimit,
     };
 
-    const credentials = getCIBACredentials();
+    const credentials = getAsyncAuthorizationCredentials();
     const accessToken = credentials?.accessToken;
 
     if (accessToken) {
diff --git a/asynchronous-authorization/vercel-ai-next-js/README.md b/asynchronous-authorization/vercel-ai-next-js/README.md
index 16c50f22..374aed58 100644
--- a/asynchronous-authorization/vercel-ai-next-js/README.md
+++ b/asynchronous-authorization/vercel-ai-next-js/README.md
@@ -28,17 +28,17 @@ Next, you'll need to set up environment variables in your repo's `.env.local` fi
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional: start the postgres database
 docker compose up -d
 # Optional: create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun dev # or npm run dev
+npm run dev # or bun dev
 ```
 
 Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -86,7 +86,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build # or $ ANALYZE=true npm run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/asynchronous-authorization/vercel-ai-next-js/package-lock.json b/asynchronous-authorization/vercel-ai-next-js/package-lock.json
index 3bf995fb..4934a3e7 100644
--- a/asynchronous-authorization/vercel-ai-next-js/package-lock.json
+++ b/asynchronous-authorization/vercel-ai-next-js/package-lock.json
@@ -8,10 +8,10 @@
       "name": "auth0-assistant0",
       "version": "0.0.0",
       "dependencies": {
-        "@ai-sdk/openai": "^2.0.32",
-        "@ai-sdk/react": "^2.0.45",
-        "@auth0/ai": "^4.0.1",
-        "@auth0/ai-vercel": "^3.8.1",
+        "@ai-sdk/openai": "2.0.24",
+        "@ai-sdk/react": "2.0.33",
+        "@auth0/ai": "^5.0.0",
+        "@auth0/ai-vercel": "^4.0.0",
         "@auth0/nextjs-auth0": "^4.10.0",
         "@radix-ui/react-avatar": "^1.1.10",
         "@radix-ui/react-checkbox": "^1.3.3",
@@ -19,12 +19,13 @@
         "@radix-ui/react-dropdown-menu": "^2.1.16",
         "@radix-ui/react-popover": "^1.1.15",
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         "type": "github",
         "url": "https://github.com/sponsors/wooorm"
diff --git a/asynchronous-authorization/vercel-ai-next-js/package.json b/asynchronous-authorization/vercel-ai-next-js/package.json
index 65580000..8d01e4c4 100644
--- a/asynchronous-authorization/vercel-ai-next-js/package.json
+++ b/asynchronous-authorization/vercel-ai-next-js/package.json
@@ -21,10 +21,10 @@
     "node": ">=20 <23"
   },
   "dependencies": {
-    "@ai-sdk/openai": "^2.0.32",
-    "@ai-sdk/react": "^2.0.45",
-    "@auth0/ai": "^4.0.1",
-    "@auth0/ai-vercel": "^3.8.1",
+    "@ai-sdk/openai": "2.0.24",
+    "@ai-sdk/react": "2.0.33",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-vercel": "^4.0.0",
     "@auth0/nextjs-auth0": "^4.10.0",
     "@radix-ui/react-avatar": "^1.1.10",
     "@radix-ui/react-checkbox": "^1.3.3",
@@ -32,12 +32,13 @@
     "@radix-ui/react-dropdown-menu": "^2.1.16",
     "@radix-ui/react-popover": "^1.1.15",
     "@radix-ui/react-slot": "^1.2.3",
-    "ai": "^5.0.45",
+    "ai": "5.0.33",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
-    "drizzle-orm": "^0.44.5",
-    "drizzle-zod": "^0.8.3",
+    "dotenv": "^16.4.7",
+    "drizzle-orm": "^0.43.1",
+    "drizzle-zod": "^0.7.1",
     "googleapis": "^159.0.0",
     "llm-chunk": "^0.0.1",
     "lucide-react": "^0.543.0",
@@ -58,7 +59,7 @@
     "tailwindcss-animate": "^1.0.7",
     "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "^4.1.9"
+    "zod": "^3.25.76"
   },
   "devDependencies": {
     "@next/bundle-analyzer": "^15.5.2",
@@ -67,7 +68,6 @@
     "@types/react": "^19.1.12",
     "@types/react-dom": "^19.1.9",
     "autoprefixer": "^10.4.21",
-    "dotenv": "^17.2.2",
     "drizzle-kit": "^0.31.4",
     "eslint": "^9.35.0",
     "eslint-config-next": "^15.5.2",
diff --git a/asynchronous-authorization/vercel-ai-next-js/src/app/documents/page.tsx b/asynchronous-authorization/vercel-ai-next-js/src/app/documents/page.tsx
index 650e813e..f34aff1c 100644
--- a/asynchronous-authorization/vercel-ai-next-js/src/app/documents/page.tsx
+++ b/asynchronous-authorization/vercel-ai-next-js/src/app/documents/page.tsx
@@ -1,11 +1,11 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
 import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/asynchronous-authorization/vercel-ai-next-js/src/lib/auth0-ai.ts b/asynchronous-authorization/vercel-ai-next-js/src/lib/auth0-ai.ts
index 5b48220c..dd65a442 100644
--- a/asynchronous-authorization/vercel-ai-next-js/src/lib/auth0-ai.ts
+++ b/asynchronous-authorization/vercel-ai-next-js/src/lib/auth0-ai.ts
@@ -6,7 +6,7 @@ import { getUser } from './auth0';
 const auth0AI = new Auth0AI();
 
 // CIBA flow for user confirmation
-export const withAsyncAuthorization = auth0AI.withAsyncUserConfirmation({
+export const withAsyncAuthorization = auth0AI.withAsyncAuthorization({
   userID: async () => {
     const user = await getUser();
     return user?.sub as string;
@@ -22,11 +22,11 @@ export const withAsyncAuthorization = auth0AI.withAsyncUserConfirmation({
 
   /**
    * The behavior when the authorization request is made.
-   * 
+   *
    * - `block`: The tool execution is blocked until the user completes the authorization.
    * - `interrupt`: The tool execution is interrupted until the user completes the authorization.
    * - a callback: Same as "block" but give access to the auth request and executing logic.
-   * 
+   *
    * Defaults to `interrupt`.
    *
    * When this flag is set to `block`, the execution of the tool awaits
diff --git a/asynchronous-authorization/vercel-ai-next-js/src/lib/rag/embedding.ts b/asynchronous-authorization/vercel-ai-next-js/src/lib/rag/embedding.ts
index 8ac39247..bbff9b68 100644
--- a/asynchronous-authorization/vercel-ai-next-js/src/lib/rag/embedding.ts
+++ b/asynchronous-authorization/vercel-ai-next-js/src/lib/rag/embedding.ts
@@ -1,20 +1,28 @@
 import { embed, embedMany } from 'ai';
-import { openai } from '@ai-sdk/openai';
-import { desc, gt, sql, cosineDistance } from 'drizzle-orm';
+import { cosineDistance, desc, gt, sql } from 'drizzle-orm';
 import { chunk } from 'llm-chunk';
 
 import { db } from '@/lib/db';
 import { embeddings } from '@/lib/db/schema/embeddings';
+import { openai } from '@ai-sdk/openai';
 
 const embeddingModel = openai.embedding('text-embedding-3-small');
 
 export const generateEmbeddings = async (value: string): Promise<Array<{ embedding: number[]; content: string }>> => {
   const chunks = chunk(value);
+
+  // Filter out empty or whitespace-only chunks
+  const validChunks = chunks.filter((chunk) => chunk && chunk.trim().length > 0);
+
+  if (validChunks.length === 0) {
+    throw new Error('No valid chunks found after filtering empty content');
+  }
+
   const { embeddings } = await embedMany({
     model: embeddingModel,
-    values: chunks,
+    values: validChunks,
   });
-  return embeddings.map((e, i) => ({ content: chunks[i], embedding: e }));
+  return embeddings.map((e, i) => ({ content: validChunks[i], embedding: e }));
 };
 
 export const generateEmbedding = async (value: string): Promise<number[]> => {
diff --git a/asynchronous-authorization/vercel-ai-next-js/src/lib/tools/shop-online.ts b/asynchronous-authorization/vercel-ai-next-js/src/lib/tools/shop-online.ts
index 1f080a34..de705c81 100644
--- a/asynchronous-authorization/vercel-ai-next-js/src/lib/tools/shop-online.ts
+++ b/asynchronous-authorization/vercel-ai-next-js/src/lib/tools/shop-online.ts
@@ -1,6 +1,6 @@
 import { tool } from 'ai';
 import { z } from 'zod';
-import { getCIBACredentials } from '@auth0/ai-vercel';
+import { getAsyncAuthorizationCredentials } from '@auth0/ai-vercel';
 import { withAsyncAuthorization } from '../auth0-ai';
 
 export const shopOnlineTool = withAsyncAuthorization(
@@ -16,7 +16,7 @@ export const shopOnlineTool = withAsyncAuthorization(
       const apiUrl = process.env.SHOP_API_URL;
       const headers: Record<string, string> = { 'Content-Type': 'application/json' };
 
-      const credentials = getCIBACredentials();
+      const credentials = getAsyncAuthorizationCredentials();
       if (credentials?.accessToken) {
         headers.Authorization = `Bearer ${credentials.accessToken}`;
       }
diff --git a/asynchronous-authorization/vercel-ai-node-js/README.md b/asynchronous-authorization/vercel-ai-node-js/README.md
index 61df13a9..641c27e3 100644
--- a/asynchronous-authorization/vercel-ai-node-js/README.md
+++ b/asynchronous-authorization/vercel-ai-node-js/README.md
@@ -43,7 +43,7 @@ OPENAI_API_KEY="openai-api-key"
 1. Install dependencies.
 
    ```sh
-   bun install # or npm install
+   npm install # or bun install
    ```
 
 2. Update your user id in the sample [src/index.ts](./src/index.ts) provided.
@@ -61,7 +61,7 @@ OPENAI_API_KEY="openai-api-key"
 3. Running the example
 
    ```sh
-   bun start # or npm start
+    npm start # or bun start
    ```
 
 ## License
diff --git a/asynchronous-authorization/vercel-ai-node-js/package-lock.json b/asynchronous-authorization/vercel-ai-node-js/package-lock.json
index d157e3ab..f9885a6b 100644
--- a/asynchronous-authorization/vercel-ai-node-js/package-lock.json
+++ b/asynchronous-authorization/vercel-ai-node-js/package-lock.json
@@ -9,14 +9,16 @@
       "version": "1.0.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "@ai-sdk/openai": "^2.0.31",
-        "@auth0/ai-vercel": "^3.8.1",
-        "ai": "^5.0.45",
+        "@ai-sdk/openai": "2.0.24",
+        "@auth0/ai": "^5.0.0",
+        "@auth0/ai-vercel": "^4.0.0",
+        "ai": "5.0.33",
         "auth0": "^5.0.0",
-        "dotenv": "17.2.2",
-        "zod": "4.1.5"
+        "dotenv": "^16.4.7",
+        "zod": "^3.25.76"
       },
       "devDependencies": {
+        "@types/node": "^24.7.2",
         "npm-check-updates": "^18.1.0"
       },
       "engines": {
@@ -24,43 +26,39 @@
       }
     },
     "node_modules/@ai-sdk/gateway": {
-      "version": "1.0.36",
-      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-1.0.36.tgz",
-      "integrity": "sha512-G/CLHzyOy9mhbimSBmV+o59M7ao/NfRFrrhC+eHGp+0qT0diP3IDW5VdkPHKFmDp4Iq7wb4/yOCe7Yk2fQtSrg==",
-      "license": "Apache-2.0",
+      "version": "1.0.18",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-1.0.18.tgz",
+      "integrity": "sha512-tpUF9nwTVFJGH+u9LHccf1TTRMeUrfJPzYJVpHH1tc1vclO695SQUTIR9jnTCuvn1XFYtkiXUALYpQhBYWf3Pg==",
       "dependencies": {
         "@ai-sdk/provider": "2.0.0",
-        "@ai-sdk/provider-utils": "3.0.11",
-        "@vercel/oidc": "3.0.2"
+        "@ai-sdk/provider-utils": "3.0.8"
       },
       "engines": {
         "node": ">=18"
       },
       "peerDependencies": {
-        "zod": "^3.25.76 || ^4.1.8"
+        "zod": "^3.25.76 || ^4"
       }
     },
     "node_modules/@ai-sdk/openai": {
-      "version": "2.0.46",
-      "resolved": "https://registry.npmjs.org/@ai-sdk/openai/-/openai-2.0.46.tgz",
-      "integrity": "sha512-3FHZdiTLbjnHw0rbu1yOPW8FruHrzN6SlJYsaLSQgbxYfE5y+60Nj4Xp8/k7rtD3FmrjkKcp/XTMSbAJWfoJig==",
-      "license": "Apache-2.0",
+      "version": "2.0.24",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/openai/-/openai-2.0.24.tgz",
+      "integrity": "sha512-8fPFvlb6PpDjy6JtJBP3Hqs4THKFNYOw6+j7nG7iJivNp+uvHlrHwnU6wQgMAesxEDjZRmVB6ntXWxGPCbBeJw==",
       "dependencies": {
         "@ai-sdk/provider": "2.0.0",
-        "@ai-sdk/provider-utils": "3.0.11"
+        "@ai-sdk/provider-utils": "3.0.8"
       },
       "engines": {
         "node": ">=18"
       },
       "peerDependencies": {
-        "zod": "^3.25.76 || ^4.1.8"
+        "zod": "^3.25.76 || ^4"
       }
     },
     "node_modules/@ai-sdk/provider": {
       "version": "2.0.0",
       "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-2.0.0.tgz",
       "integrity": "sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA==",
-      "license": "Apache-2.0",
       "dependencies": {
         "json-schema": "^0.4.0"
       },
@@ -69,10 +67,9 @@
       }
     },
     "node_modules/@ai-sdk/provider-utils": {
-      "version": "3.0.11",
-      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.11.tgz",
-      "integrity": "sha512-4hgHj89VqyOHzGaV85TkcgvO8WjecVF35TOUVg+C56vnzpWSgdIZu/ZWZNdZ6BTrv8y0N1toBWW7XcWiRRicLg==",
-      "license": "Apache-2.0",
+      "version": "3.0.8",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.8.tgz",
+      "integrity": "sha512-cDj1iigu7MW2tgAQeBzOiLhjHOUM9vENsgh4oAVitek0d//WdgfPCsKO3euP7m7LyO/j9a1vr/So+BGNdpFXYw==",
       "dependencies": {
         "@ai-sdk/provider": "2.0.0",
         "@standard-schema/spec": "^1.0.0",
@@ -82,17 +79,16 @@
         "node": ">=18"
       },
       "peerDependencies": {
-        "zod": "^3.25.76 || ^4.1.8"
+        "zod": "^3.25.76 || ^4"
       }
     },
     "node_modules/@ai-sdk/react": {
-      "version": "2.0.65",
-      "resolved": "https://registry.npmjs.org/@ai-sdk/react/-/react-2.0.65.tgz",
-      "integrity": "sha512-GV1gf6MU9iHXDukgKO2Pb79Nn6UFS5fT5MLFHgR8o9OklhwFsOguIG0S5YhngsvTFC3U0fX2kFulN3RnX5D0Fg==",
-      "license": "Apache-2.0",
+      "version": "2.0.72",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/react/-/react-2.0.72.tgz",
+      "integrity": "sha512-3BdjktQd/k7oulaAjVJcati6Iw2GtKPpqbEpJ/lrRohbjM2EhrDkOXOxzPcHwNrVOznIp/EjGPmt6i9dzPXEAg==",
       "dependencies": {
-        "@ai-sdk/provider-utils": "3.0.11",
-        "ai": "5.0.65",
+        "@ai-sdk/provider-utils": "3.0.12",
+        "ai": "5.0.72",
         "swr": "^2.2.5",
         "throttleit": "2.1.0"
       },
@@ -109,11 +105,59 @@
         }
       }
     },
+    "node_modules/@ai-sdk/react/node_modules/@ai-sdk/gateway": {
+      "version": "1.0.40",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/gateway/-/gateway-1.0.40.tgz",
+      "integrity": "sha512-zlixM9jac0w0jjYl5gwNq+w9nydvraAmLaZQbbh+QpHU+OPkTIZmyBcKeTq5eGQKQxhi+oquHxzCSKyJx3egGw==",
+      "dependencies": {
+        "@ai-sdk/provider": "2.0.0",
+        "@ai-sdk/provider-utils": "3.0.12",
+        "@vercel/oidc": "3.0.2"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/@ai-sdk/react/node_modules/@ai-sdk/provider-utils": {
+      "version": "3.0.12",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider-utils/-/provider-utils-3.0.12.tgz",
+      "integrity": "sha512-ZtbdvYxdMoria+2SlNarEk6Hlgyf+zzcznlD55EAl+7VZvJaSg2sqPvwArY7L6TfDEDJsnCq0fdhBSkYo0Xqdg==",
+      "dependencies": {
+        "@ai-sdk/provider": "2.0.0",
+        "@standard-schema/spec": "^1.0.0",
+        "eventsource-parser": "^3.0.5"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
+    "node_modules/@ai-sdk/react/node_modules/ai": {
+      "version": "5.0.72",
+      "resolved": "https://registry.npmjs.org/ai/-/ai-5.0.72.tgz",
+      "integrity": "sha512-LB4APrlESLGHG/5x+VVdl0yYPpHPHpnGd5Gwl7AWVL+n7T0GYsNos/S/6dZ5CZzxLnPPEBkRgvJC4rupeZqyNg==",
+      "dependencies": {
+        "@ai-sdk/gateway": "1.0.40",
+        "@ai-sdk/provider": "2.0.0",
+        "@ai-sdk/provider-utils": "3.0.12",
+        "@opentelemetry/api": "1.9.0"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4.1.8"
+      }
+    },
     "node_modules/@auth0/ai": {
-      "version": "4.0.1",
-      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-4.0.1.tgz",
-      "integrity": "sha512-9RTRyD+DsXiym9Sgw11ijs9zZLNV38ctKIUxBpIUvFACXGx843TDcZd+4rbFA7bigUwKZ+pg2rhUn5h3Haa+gw==",
-      "license": "Apache-2.0",
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-5.0.0.tgz",
+      "integrity": "sha512-lvMXNup/vkpA+gWu0Bs2MouM0P5hNpIWInZQwkGmyd5LCBEDN1MbZprdeBj0b/KgfdkaLu+psTDXbPCIB9AugQ==",
       "dependencies": {
         "@openfga/sdk": "^0.8.0",
         "auth0": "^4.30.0",
@@ -125,10 +169,9 @@
       }
     },
     "node_modules/@auth0/ai-vercel": {
-      "version": "3.8.1",
-      "resolved": "https://registry.npmjs.org/@auth0/ai-vercel/-/ai-vercel-3.8.1.tgz",
-      "integrity": "sha512-31dD0/LClGSWgPPDDlTKAQQctNnNNjpGNBAiMurUmlhTMuAOjV0IwVL8tUVsepC4TuRw76i9NWn7FsDBrU9iAQ==",
-      "license": "Apache-2.0",
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai-vercel/-/ai-vercel-4.0.0.tgz",
+      "integrity": "sha512-ta2EPCrkWL9gv47fgmWEZTlGKZ1LySMkiqmKXD96V7/elQ27IHxYkyJ59P5s4D6YxqUrT6zQ6Vo+rxSlFNOerw==",
       "dependencies": {
         "@ai-sdk/react": "^2.0.0",
         "@auth0/ai": "*",
@@ -143,10 +186,9 @@
       }
     },
     "node_modules/@auth0/ai/node_modules/auth0": {
-      "version": "4.32.0",
-      "resolved": "https://registry.npmjs.org/auth0/-/auth0-4.32.0.tgz",
-      "integrity": "sha512-PYi17311JJ4aTrdCFxWGfDzD1dR0Vmqg+pOqKtfPKW3kaWg77M35sFQTeNwFk8bFtqk9bLQDr8zckMH/jxSy/Q==",
-      "license": "MIT",
+      "version": "4.33.0",
+      "resolved": "https://registry.npmjs.org/auth0/-/auth0-4.33.0.tgz",
+      "integrity": "sha512-+zRMFXakIpKudDJKGzwlsYp6LC91J9w7hMz9k9d/qRmGbfqkJeqp3wPmKV7GqAcprfUr9fWCJH3XFFxzJV2jow==",
       "dependencies": {
         "jose": "^4.13.2",
         "undici-types": "^6.15.0",
@@ -160,11 +202,15 @@
       "version": "4.15.9",
       "resolved": "https://registry.npmjs.org/jose/-/jose-4.15.9.tgz",
       "integrity": "sha512-1vUQX+IdDMVPj4k8kOxgUqlcK518yluMuGZwqlr44FS1ppZB/5GWh4rZG89erpOBOJjU/OBsnCVFfapsRz6nEA==",
-      "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/panva"
       }
     },
+    "node_modules/@auth0/ai/node_modules/undici-types": {
+      "version": "6.21.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
+      "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ=="
+    },
     "node_modules/@auth0/ai/node_modules/uuid": {
       "version": "9.0.1",
       "resolved": "https://registry.npmjs.org/uuid/-/uuid-9.0.1.tgz",
@@ -173,25 +219,14 @@
         "https://github.com/sponsors/broofa",
         "https://github.com/sponsors/ctavan"
       ],
-      "license": "MIT",
       "bin": {
         "uuid": "dist/bin/uuid"
       }
     },
-    "node_modules/@auth0/ai/node_modules/zod": {
-      "version": "3.25.76",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
-      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
-      "license": "MIT",
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@@ -662,7 +672,6 @@
       "version": "6.1.0",
       "resolved": "https://registry.npmjs.org/jose/-/jose-6.1.0.tgz",
       "integrity": "sha512-TTQJyoEoKcC1lscpVDCSsVgYzUDg/0Bt3WE//WiTPK6uOCQC2KZS4MpugbMWt/zyjkopgZoXhZuCi00gLudfUA==",
-      "license": "MIT",
       "funding": {
         "url": "https://github.com/sponsors/panva"
       }
@@ -670,20 +679,26 @@
     "node_modules/proxy-from-env": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
-      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==",
-      "license": "MIT"
+      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg=="
+    },
+    "node_modules/react": {
+      "version": "19.2.0",
+      "resolved": "https://registry.npmjs.org/react/-/react-19.2.0.tgz",
+      "integrity": "sha512-tmbWg6W31tQLeB5cdIBOicJDJRR2KzXsV7uSK9iNfLWQ5bIZfxuPEHp7M8wiHyHnn0DD1i7w3Zmin0FtkrwoCQ==",
+      "peer": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
     },
     "node_modules/stable-hash": {
       "version": "0.0.5",
       "resolved": "https://registry.npmjs.org/stable-hash/-/stable-hash-0.0.5.tgz",
-      "integrity": "sha512-+L3ccpzibovGXFK+Ap/f8LOS0ahMrHTf3xu7mMLSpEGU0EO9ucaysSylKo9eRDFNhWve/y275iPmIZ4z39a9iA==",
-      "license": "MIT"
+      "integrity": "sha512-+L3ccpzibovGXFK+Ap/f8LOS0ahMrHTf3xu7mMLSpEGU0EO9ucaysSylKo9eRDFNhWve/y275iPmIZ4z39a9iA=="
     },
     "node_modules/swr": {
       "version": "2.3.6",
       "resolved": "https://registry.npmjs.org/swr/-/swr-2.3.6.tgz",
       "integrity": "sha512-wfHRmHWk/isGNMwlLGlZX5Gzz/uTgo0o2IRuTMcf4CPuPFJZlq0rDaKUx+ozB5nBOReNV1kiOyzMfj+MBMikLw==",
-      "license": "MIT",
       "dependencies": {
         "dequal": "^2.0.3",
         "use-sync-external-store": "^1.4.0"
@@ -696,7 +711,6 @@
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/tempbox/-/tempbox-1.1.1.tgz",
       "integrity": "sha512-gQ4+9CSz3Rz5eQsSAfwl4kn+rgApaNaiwjELbhMzUycgXl+AXGn8lpq45DTaipADu1eJk5N90w0+OYWlCHQD5A==",
-      "license": "MIT",
       "dependencies": {
         "tinyqueue": "^3.0.0"
       }
@@ -705,7 +719,6 @@
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/throttleit/-/throttleit-2.1.0.tgz",
       "integrity": "sha512-nt6AMGKW1p/70DF/hGBdJB57B8Tspmbp5gfJ8ilhLnt7kkr2ye7hzD6NVG8GGErk2HWF34igrL2CXmNIkzKqKw==",
-      "license": "MIT",
       "engines": {
         "node": ">=18"
       },
@@ -716,26 +729,23 @@
     "node_modules/tiny-async-pool": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/tiny-async-pool/-/tiny-async-pool-2.1.0.tgz",
-      "integrity": "sha512-ltAHPh/9k0STRQqaoUX52NH4ZQYAJz24ZAEwf1Zm+HYg3l9OXTWeqWKyYsHu40wF/F0rxd2N2bk5sLvX2qlSvg==",
-      "license": "MIT"
+      "integrity": "sha512-ltAHPh/9k0STRQqaoUX52NH4ZQYAJz24ZAEwf1Zm+HYg3l9OXTWeqWKyYsHu40wF/F0rxd2N2bk5sLvX2qlSvg=="
     },
     "node_modules/tinyqueue": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/tinyqueue/-/tinyqueue-3.0.0.tgz",
-      "integrity": "sha512-gRa9gwYU3ECmQYv3lslts5hxuIa90veaEcxDYuu3QGOIAEM2mOZkVHp48ANJuu1CURtRdHKUBY5Lm1tHV+sD4g==",
-      "license": "ISC"
+      "integrity": "sha512-gRa9gwYU3ECmQYv3lslts5hxuIa90veaEcxDYuu3QGOIAEM2mOZkVHp48ANJuu1CURtRdHKUBY5Lm1tHV+sD4g=="
     },
     "node_modules/undici-types": {
-      "version": "6.21.0",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
-      "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==",
-      "license": "MIT"
+      "version": "7.14.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.14.0.tgz",
+      "integrity": "sha512-QQiYxHuyZ9gQUIrmPo3IA+hUl4KYk8uSA7cHrcKd/l3p1OTpZcM0Tbp9x7FAtXdAYhlasd60ncPpgu6ihG6TOA==",
+      "dev": true
     },
     "node_modules/use-sync-external-store": {
       "version": "1.6.0",
       "resolved": "https://registry.npmjs.org/use-sync-external-store/-/use-sync-external-store-1.6.0.tgz",
       "integrity": "sha512-Pp6GSwGP/NrPIrxVFAIkOQeyw8lFenOHijQWkUTrDvrF4ALqylP2C/KCkeS9dpUM3KvYRQhna5vt7IL95+ZQ9w==",
-      "license": "MIT",
       "peerDependencies": {
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
       }
@@ -748,16 +758,14 @@
         "https://github.com/sponsors/broofa",
         "https://github.com/sponsors/ctavan"
       ],
-      "license": "MIT",
       "bin": {
         "uuid": "dist/esm/bin/uuid"
       }
     },
     "node_modules/zod": {
-      "version": "4.1.5",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-4.1.5.tgz",
-      "integrity": "sha512-rcUUZqlLJgBC33IT3PNMgsCq6TzLQEG/Ei/KTCU0PedSWRMAXoOUN+4t/0H+Q8bdnLPdqUYnvboJT0bn/229qg==",
-      "license": "MIT",
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
@@ -766,7 +774,6 @@
       "version": "3.24.6",
       "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
       "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
-      "license": "ISC",
       "peerDependencies": {
         "zod": "^3.24.1"
       }
diff --git a/asynchronous-authorization/vercel-ai-node-js/package.json b/asynchronous-authorization/vercel-ai-node-js/package.json
index b06e6637..f575b7fd 100644
--- a/asynchronous-authorization/vercel-ai-node-js/package.json
+++ b/asynchronous-authorization/vercel-ai-node-js/package.json
@@ -15,14 +15,16 @@
   "license": "Apache-2.0",
   "description": "",
   "dependencies": {
-    "@ai-sdk/openai": "^2.0.31",
-    "@auth0/ai-vercel": "^3.8.1",
-    "ai": "^5.0.45",
+    "@ai-sdk/openai": "2.0.24",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-vercel": "^4.0.0",
+    "ai": "5.0.33",
     "auth0": "^5.0.0",
-    "dotenv": "17.2.2",
-    "zod": "4.1.5"
+    "dotenv": "^16.4.7",
+    "zod": "^3.25.76"
   },
   "devDependencies": {
+    "@types/node": "^24.7.2",
     "npm-check-updates": "^18.1.0"
   }
 }
diff --git a/asynchronous-authorization/vercel-ai-node-js/src/lib/tools/buy.ts b/asynchronous-authorization/vercel-ai-node-js/src/lib/tools/buy.ts
index 1bd38960..90e9e517 100644
--- a/asynchronous-authorization/vercel-ai-node-js/src/lib/tools/buy.ts
+++ b/asynchronous-authorization/vercel-ai-node-js/src/lib/tools/buy.ts
@@ -3,7 +3,11 @@ import "dotenv/config";
 import { tool } from "ai";
 import { z } from "zod";
 
-import { Auth0AI, getCIBACredentials, type ToolWrapper } from "@auth0/ai-vercel";
+import {
+  Auth0AI,
+  getAsyncAuthorizationCredentials,
+  ToolWrapper,
+} from "@auth0/ai-vercel";
 import { AccessDeniedInterrupt } from "@auth0/ai/interrupts";
 
 export type Context = {
@@ -13,7 +17,7 @@ export type Context = {
 const auth0AI = new Auth0AI();
 
 export const buy = (context: Context) => {
-  const withAsyncAuthorization: ToolWrapper = auth0AI.withAsyncUserConfirmation({
+  const withAsyncAuthorization: ToolWrapper = auth0AI.withAsyncAuthorization({
     userID: context.userId,
     bindingMessage: async ({ ticker, qty }: { ticker: string; qty: number }) =>
       `Do you want to buy ${qty} shares of ${ticker}`,
@@ -69,7 +73,7 @@ export const buy = (context: Context) => {
         const headers: Record<string, string> = {
           "Content-Type": "application/json",
         };
-        const credentials = getCIBACredentials();
+        const credentials = getAsyncAuthorizationCredentials();
         const accessToken = credentials?.accessToken;
         if (accessToken) headers["Authorization"] = `Bearer ${accessToken}`;
 
diff --git a/asynchronous-authorization/vercel-ai-node-js/tsconfig.json b/asynchronous-authorization/vercel-ai-node-js/tsconfig.json
new file mode 100644
index 00000000..16bcccf5
--- /dev/null
+++ b/asynchronous-authorization/vercel-ai-node-js/tsconfig.json
@@ -0,0 +1,27 @@
+{
+  "compilerOptions": {
+    "target": "ESNext",
+    "lib": ["dom", "dom.iterable", "esnext"],
+    "allowJs": true,
+    "skipLibCheck": true,
+    "strict": true,
+    "noEmit": true,
+    "esModuleInterop": true,
+    "module": "esnext",
+    "moduleResolution": "bundler",
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "jsx": "preserve",
+    "incremental": true,
+    "paths": {
+      "@/*": ["./src/*"]
+    }
+  },
+  "include": [
+    "next-env.d.ts",
+    "**/*.ts",
+    "**/*.tsx",
+    ".next/types/**/*.ts"
+  ],
+  "exclude": ["node_modules"]
+}
diff --git a/authenticate-users/langchain-fastapi-py/frontend/src/pages/DocumentsPage.tsx b/authenticate-users/langchain-fastapi-py/frontend/src/pages/DocumentsPage.tsx
index 9beddd3d..9e491167 100644
--- a/authenticate-users/langchain-fastapi-py/frontend/src/pages/DocumentsPage.tsx
+++ b/authenticate-users/langchain-fastapi-py/frontend/src/pages/DocumentsPage.tsx
@@ -1,11 +1,12 @@
 import { format } from "date-fns";
-import { type ReactNode } from "react";
 import { LogIn, UserPlus } from "lucide-react";
-import { Button } from "@/components/ui/button";
-import useAuth, { getLoginUrl, getSignupUrl } from "@/lib/use-auth";
-import DocumentUploadForm from "@/components/document-upload-form";
+import { ReactNode } from "react";
+
 import DocumentItemActions from "@/components/document-item-actions";
+import DocumentUploadForm from "@/components/document-upload-form";
+import { Button } from "@/components/ui/button";
 import { getDocumentsForUser } from "@/lib/documents";
+import useAuth, { getLoginUrl, getSignupUrl } from "@/lib/use-auth";
 import { useQuery, useQueryClient } from "@tanstack/react-query";
 
 export default function DocumentsPage() {
@@ -55,15 +56,15 @@ export default function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
     return (
-      <p className="text-sm text-blue-500">
+      <span className="text-sm text-blue-500">
         Shared with: {sharedWith.join(", ")}
-      </p>
+      </span>
     );
   }
 
diff --git a/authenticate-users/langchain-next-js/README.md b/authenticate-users/langchain-next-js/README.md
index 5b486378..835aeb2e 100644
--- a/authenticate-users/langchain-next-js/README.md
+++ b/authenticate-users/langchain-next-js/README.md
@@ -29,17 +29,17 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional - start the postgres database
 docker compose up -d
 # Optional - create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun all:dev # or npm run all:dev
+npm run all:dev # or bun all:dev
 ```
 
 This will start an in-memory LangGraph server on port 54367 and a Next.js server on port 3000. Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -88,7 +88,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/authenticate-users/langchain-next-js/bun.lock b/authenticate-users/langchain-next-js/bun.lock
deleted file mode 100644
index c683b44d..00000000
--- a/authenticate-users/langchain-next-js/bun.lock
+++ /dev/null
@@ -1,1916 +0,0 @@
-{
-  "lockfileVersion": 1,
-  "workspaces": {
-    "": {
-      "name": "auth0-assistant0",
-      "dependencies": {
-        "@auth0/ai": "^4.0.0",
-        "@auth0/ai-langchain": "^3.5.0",
-        "@auth0/nextjs-auth0": "4.4.2",
-        "@langchain/community": "0.3.53",
-        "@langchain/core": "^0.3.77",
-        "@langchain/langgraph": "^0.4.4",
-        "@langchain/openai": "0.6.1",
-        "@radix-ui/react-avatar": "^1.1.7",
-        "@radix-ui/react-checkbox": "^1.2.3",
-        "@radix-ui/react-dialog": "^1.1.11",
-        "@radix-ui/react-dropdown-menu": "^2.1.12",
-        "@radix-ui/react-popover": "^1.1.11",
-        "@radix-ui/react-slot": "^1.2.0",
-        "@types/pg": "^8.15.4",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
-        "date-fns": "^4.1.0",
-        "dotenv": "^17.0.1",
-        "drizzle-orm": "^0.43.1",
-        "drizzle-zod": "^0.7.1",
-        "googleapis": "^148.0.0",
-        "langchain": "0.3.30",
-        "langgraph-nextjs-api-passthrough": "^0.1.4",
-        "lucide-react": "^0.475.0",
-        "marked": "^15.0.7",
-        "nanoid": "^5.1.5",
-        "next": "15.2.4",
-        "next-themes": "^0.4.4",
-        "nuqs": "^2.4.3",
-        "pdf-parse": "^1.1.1",
-        "pg": "^8.16.3",
-        "postgres": "^3.4.5",
-        "react": "19.0.0",
-        "react-device-detect": "^2.2.3",
-        "react-dom": "19.0.0",
-        "react-markdown": "^10.0.0",
-        "react-toastify": "11.0.3",
-        "sonner": "^1.7.2",
-        "tailwind-merge": "^2.6.0",
-        "tailwindcss-animate": "^1.0.7",
-        "use-stick-to-bottom": "^1.0.44",
-        "vaul": "^1.1.2",
-        "zod": "^3.24.2",
-        "zod-to-json-schema": "^3.23.2",
-      },
-      "devDependencies": {
-        "@next/bundle-analyzer": "^15.1.7",
-        "@types/node": "^22.13.4",
-        "@types/pdf-parse": "^1.1.5",
-        "@types/react": "19.0.9",
-        "@types/react-dom": "19.0.3",
-        "autoprefixer": "^10.4.20",
-        "drizzle-kit": "^0.31.1",
-        "eslint": "^9.20.1",
-        "eslint-config-next": "^15.1.7",
-        "npm-run-all": "^4.1.5",
-        "postcss": "8.5.2",
-        "prettier": "^3.4.2",
-        "tailwindcss": "3.4.17",
-        "tsx": "^4.19.4",
-        "typescript": "5.7.3",
-      },
-    },
-  },
-  "packages": {
-    "@alloc/quick-lru": ["@alloc/quick-lru@5.2.0", "", {}, "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw=="],
-
-    "@anthropic-ai/sdk": ["@anthropic-ai/sdk@0.27.3", "", { "dependencies": { "@types/node": "^18.11.18", "@types/node-fetch": "^2.6.4", "abort-controller": "^3.0.0", "agentkeepalive": "^4.2.1", "form-data-encoder": "1.7.2", "formdata-node": "^4.3.2", "node-fetch": "^2.6.7" } }, "sha512-IjLt0gd3L4jlOfilxVXTifn42FnVffMgDC04RJK1KDZpmkBWLv0XC92MVVmkxrFZNS/7l3xWgP/I3nqtX1sQHw=="],
-
-    "@auth0/ai": ["@auth0/ai@4.0.0", "", { "dependencies": { "@openfga/sdk": "^0.8.0", "auth0": "^4.30.0", "jose": "^5.9.6", "openid-client": "^6.1.7", "stable-hash": "^0.0.5", "tempbox": "^1.1.1", "zod": "^3.25.76" } }, "sha512-za4TFoehAbAXWDs04XuPXtDtYIZEMtJljTrSW65DLXW0GZigeJ/61GkD8TFoUG8o8ztxUY381yuVOG2Xmfm6kA=="],
-
-    "@auth0/ai-langchain": ["@auth0/ai-langchain@3.5.0", "", { "dependencies": { "@auth0/ai": "*", "langchain": "^0.3.11" }, "peerDependencies": { "@langchain/core": "^0.3.72", "@langchain/langgraph": "^0.4.4", "@langchain/langgraph-sdk": "^0.0.107", "@openfga/sdk": "0.8.0", "zod": "^3.25.76" } }, "sha512-eHu1sBZjShVm5RABl6myTinxh65W1t94sr1+pTIzRmm1p7/JN7uv6vc00zk7tIj6S1H3BTLji9HdFV3oUhFr0A=="],
-
-    "@auth0/nextjs-auth0": ["@auth0/nextjs-auth0@4.4.2", "", { "dependencies": { "@edge-runtime/cookies": "^5.0.1", "@panva/hkdf": "^1.2.1", "jose": "^5.9.6", "oauth4webapi": "^3.1.2", "swr": "^2.2.5" }, "peerDependencies": { "next": "^14.2.25 || ^15.2.3", "react": "^18.0.0 || ^19.0.0 || ^19.0.0-0", "react-dom": "^18.0.0 || ^19.0.0 || ^19.0.0-0" } }, "sha512-vLz6C+b1jxbxpYg63+JpcoRF+w287w0YzyWj2kANHMDLFzwVx7hTooqAGdiywNONxiMLQbc2vFDpGeSA0FjSjA=="],
-
-    "@browserbasehq/sdk": ["@browserbasehq/sdk@2.6.0", "", { "dependencies": { "@types/node": "^18.11.18", "@types/node-fetch": "^2.6.4", "abort-controller": "^3.0.0", "agentkeepalive": "^4.2.1", "form-data-encoder": "1.7.2", "formdata-node": "^4.3.2", "node-fetch": "^2.6.7" } }, "sha512-83iXP5D7xMm8Wyn66TUaUrgoByCmAJuoMoZQI3sGg3JAiMlTfnCIMqyVBoNSaItaPIkaCnrsj6LiusmXV2X9YA=="],
-
-    "@browserbasehq/stagehand": ["@browserbasehq/stagehand@1.14.0", "", { "dependencies": { "@anthropic-ai/sdk": "^0.27.3", "@browserbasehq/sdk": "^2.0.0", "ws": "^8.18.0", "zod-to-json-schema": "^3.23.5" }, "peerDependencies": { "@playwright/test": "^1.42.1", "deepmerge": "^4.3.1", "dotenv": "^16.4.5", "openai": "^4.62.1", "zod": "^3.23.8" } }, "sha512-Hi/EzgMFWz+FKyepxHTrqfTPjpsuBS4zRy3e9sbMpBgLPv+9c0R+YZEvS7Bw4mTS66QtvvURRT6zgDGFotthVQ=="],
-
-    "@cfworker/json-schema": ["@cfworker/json-schema@4.1.1", "", {}, "sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og=="],
-
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diff --git a/authenticate-users/langchain-next-js/package-lock.json b/authenticate-users/langchain-next-js/package-lock.json
new file mode 100644
index 00000000..ba04fafa
--- /dev/null
+++ b/authenticate-users/langchain-next-js/package-lock.json
@@ -0,0 +1,12781 @@
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+      "integrity": "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg==",
+      "dependencies": {
+        "color-convert": "^2.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi/node_modules/ansi-styles": {
+      "version": "6.2.3",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.3.tgz",
+      "integrity": "sha512-4Dj6M28JB+oAH8kFkTLUo+a2jwOFkuqb3yucU0CANcRRUbxS0cP0nZYCGjcc3BNXwRIsUVmDGgzawme7zvJHvg==",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/ws": {
+      "version": "8.18.3",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
+      "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
+      "peer": true,
+      "engines": {
+        "node": ">=10.0.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": 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/y18n": {
+      "version": "5.0.8",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/yaml": {
+      "version": "2.8.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.1.tgz",
+      "integrity": "sha512-lcYcMxX2PO9XMGvAJkJ3OsNMw+/7FKes7/hgerGUYWIoWu5j/+YQqcZr5JnPZWzOsEBgMbSbiSTn/dv/69Mkpw==",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      }
+    },
+    "node_modules/yargs": {
+      "version": "17.7.2",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
+      "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
+      "dependencies": {
+        "cliui": "^8.0.1",
+        "escalade": "^3.1.1",
+        "get-caller-file": "^2.0.5",
+        "require-directory": "^2.1.1",
+        "string-width": "^4.2.3",
+        "y18n": "^5.0.5",
+        "yargs-parser": "^21.1.1"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs-parser": {
+      "version": "21.1.1",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
+      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs/node_modules/ansi-regex": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yargs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
+    },
+    "node_modules/yargs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yargs/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.24.6",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
+      "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
+      "peerDependencies": {
+        "zod": "^3.24.1"
+      }
+    },
+    "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/authenticate-users/langchain-next-js/package.json b/authenticate-users/langchain-next-js/package.json
index 5b28aea5..6a0f4c83 100644
--- a/authenticate-users/langchain-next-js/package.json
+++ b/authenticate-users/langchain-next-js/package.json
@@ -25,66 +25,66 @@
     "node": ">=18"
   },
   "dependencies": {
-    "@auth0/ai": "^4.0.0",
-    "@auth0/ai-langchain": "^3.5.0",
-    "@auth0/nextjs-auth0": "4.4.2",
-    "@langchain/community": "0.3.53",
-    "@langchain/core": "^0.3.77",
-    "@langchain/langgraph": "^0.4.4",
-    "@langchain/openai": "0.6.1",
-    "@radix-ui/react-avatar": "^1.1.7",
-    "@radix-ui/react-checkbox": "^1.2.3",
-    "@radix-ui/react-dialog": "^1.1.11",
-    "@radix-ui/react-dropdown-menu": "^2.1.12",
-    "@radix-ui/react-popover": "^1.1.11",
-    "@radix-ui/react-slot": "^1.2.0",
-    "@types/pg": "^8.15.4",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-langchain": "^4.0.0",
+    "@auth0/nextjs-auth0": "^4.10.0",
+    "@langchain/community": "^0.3.55",
+    "@langchain/core": "^0.3.78",
+    "@langchain/langgraph": "^0.4.9",
+    "@langchain/openai": "^0.6.14",
+    "@radix-ui/react-avatar": "^1.1.10",
+    "@radix-ui/react-checkbox": "^1.3.3",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-dropdown-menu": "^2.1.16",
+    "@radix-ui/react-popover": "^1.1.15",
+    "@radix-ui/react-slot": "^1.2.3",
+    "@types/pg": "^8.15.5",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
-    "dotenv": "^17.0.1",
+    "dotenv": "^16.4.7",
     "drizzle-orm": "^0.43.1",
     "drizzle-zod": "^0.7.1",
-    "googleapis": "^148.0.0",
-    "langchain": "0.3.30",
+    "googleapis": "^161.0.0",
+    "langchain": "0.3.35",
     "langgraph-nextjs-api-passthrough": "^0.1.4",
-    "lucide-react": "^0.475.0",
-    "marked": "^15.0.7",
-    "nanoid": "^5.1.5",
-    "next": "15.2.4",
-    "next-themes": "^0.4.4",
-    "nuqs": "^2.4.3",
+    "lucide-react": "^0.544.0",
+    "marked": "^16.3.0",
+    "nanoid": "^5.1.6",
+    "next": "15.5.4",
+    "next-themes": "^0.4.6",
+    "nuqs": "^2.7.0",
     "pdf-parse": "^1.1.1",
     "pg": "^8.16.3",
-    "postgres": "^3.4.5",
-    "react": "19.0.0",
+    "postgres": "^3.4.7",
+    "react": "19.2.0",
     "react-device-detect": "^2.2.3",
-    "react-dom": "19.0.0",
-    "react-markdown": "^10.0.0",
-    "react-toastify": "11.0.3",
-    "sonner": "^1.7.2",
-    "tailwind-merge": "^2.6.0",
+    "react-dom": "19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-toastify": "11.0.5",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^3.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.44",
+    "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "^3.24.2",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76",
+    "zod-to-json-schema": "^3.24.5"
   },
   "devDependencies": {
-    "@next/bundle-analyzer": "^15.1.7",
-    "@types/node": "^22.13.4",
+    "@next/bundle-analyzer": "^15.5.4",
+    "@types/node": "^24.6.2",
     "@types/pdf-parse": "^1.1.5",
-    "@types/react": "19.0.9",
-    "@types/react-dom": "19.0.3",
-    "autoprefixer": "^10.4.20",
-    "drizzle-kit": "^0.31.1",
-    "eslint": "^9.20.1",
-    "eslint-config-next": "^15.1.7",
+    "@types/react": "19.2.0",
+    "@types/react-dom": "19.2.0",
+    "autoprefixer": "^10.4.21",
+    "drizzle-kit": "^0.31.5",
+    "eslint": "^9.36.0",
+    "eslint-config-next": "^15.5.4",
     "npm-run-all": "^4.1.5",
-    "postcss": "8.5.2",
-    "prettier": "^3.4.2",
+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/authenticate-users/langchain-next-js/src/app/documents/page.tsx b/authenticate-users/langchain-next-js/src/app/documents/page.tsx
index fe107dab..f34aff1c 100644
--- a/authenticate-users/langchain-next-js/src/app/documents/page.tsx
+++ b/authenticate-users/langchain-next-js/src/app/documents/page.tsx
@@ -1,12 +1,12 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { auth0 } from '@/lib/auth0';
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
+import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
   const session = await auth0.getSession();
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/authenticate-users/langchain-next-js/src/lib/fga/fga.ts b/authenticate-users/langchain-next-js/src/lib/fga/fga.ts
index 84a20cb6..78d23bbb 100644
--- a/authenticate-users/langchain-next-js/src/lib/fga/fga.ts
+++ b/authenticate-users/langchain-next-js/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
 import { buildOpenFgaClient } from '@auth0/ai';
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
+
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/authenticate-users/vercel-ai-next-js-starter/README.md b/authenticate-users/vercel-ai-next-js-starter/README.md
index c7b08412..cf64255a 100644
--- a/authenticate-users/vercel-ai-next-js-starter/README.md
+++ b/authenticate-users/vercel-ai-next-js-starter/README.md
@@ -28,17 +28,17 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional: start the postgres database
 docker compose up -d
 # Optional: create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun dev # or npm run dev
+npm run dev # or bun dev
 ```
 
 Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -86,7 +86,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/authenticate-users/vercel-ai-next-js-starter/bun.lock b/authenticate-users/vercel-ai-next-js-starter/bun.lock
deleted file mode 100644
index 98c16dc8..00000000
--- a/authenticate-users/vercel-ai-next-js-starter/bun.lock
+++ /dev/null
@@ -1,1704 +0,0 @@
-{
-  "lockfileVersion": 1,
-  "workspaces": {
-    "": {
-      "name": "auth0-assistant0",
-      "dependencies": {
-        "@ai-sdk/openai": "^1.3.21",
-        "@auth0/ai-vercel": "^3.1.0",
-        "@auth0/nextjs-auth0": "4",
-        "@radix-ui/react-avatar": "^1.1.7",
-        "@radix-ui/react-checkbox": "^1.2.3",
-        "@radix-ui/react-dialog": "^1.1.11",
-        "@radix-ui/react-dropdown-menu": "^2.1.12",
-        "@radix-ui/react-popover": "^1.1.11",
-        "@radix-ui/react-slot": "^1.2.0",
-        "ai": "^4.3.13",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
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diff --git a/authenticate-users/vercel-ai-next-js-starter/package-lock.json b/authenticate-users/vercel-ai-next-js-starter/package-lock.json
new file mode 100644
index 00000000..7e697eff
--- /dev/null
+++ b/authenticate-users/vercel-ai-next-js-starter/package-lock.json
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diff --git a/authenticate-users/vercel-ai-next-js-starter/package.json b/authenticate-users/vercel-ai-next-js-starter/package.json
index 16ccfe92..8e4cfff6 100644
--- a/authenticate-users/vercel-ai-next-js-starter/package.json
+++ b/authenticate-users/vercel-ai-next-js-starter/package.json
@@ -21,59 +21,61 @@
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+    "react-dom": "19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-toastify": "11.0.5",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^3.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.44",
+    "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "^3.24.2",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76",
+    "zod-to-json-schema": "^3.24.5"
   },
   "devDependencies": {
-    "@next/bundle-analyzer": "^15.1.7",
-    "@types/node": "^22.13.4",
+    "@next/bundle-analyzer": "^15.5.4",
+    "@types/node": "^24.6.2",
     "@types/pdf-parse": "^1.1.5",
-    "@types/react": "19.0.9",
-    "@types/react-dom": "19.0.3",
-    "autoprefixer": "^10.4.20",
-    "dotenv": "^17.0.1",
-    "drizzle-kit": "^0.31.1",
-    "eslint": "^9.20.1",
-    "eslint-config-next": "^15.1.7",
+    "@types/react": "19.2.0",
+    "@types/react-dom": "19.2.0",
+    "autoprefixer": "^10.4.21",
+    "drizzle-kit": "^0.31.5",
+    "eslint": "^9.36.0",
+    "eslint-config-next": "^15.5.4",
     "npm-run-all": "^4.1.5",
-    "postcss": "8.5.2",
-    "prettier": "^3.4.2",
+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/authenticate-users/vercel-ai-next-js-starter/src/app/api/chat/route.ts b/authenticate-users/vercel-ai-next-js-starter/src/app/api/chat/route.ts
index 6b7174a7..f8e898a4 100644
--- a/authenticate-users/vercel-ai-next-js-starter/src/app/api/chat/route.ts
+++ b/authenticate-users/vercel-ai-next-js-starter/src/app/api/chat/route.ts
@@ -1,6 +1,7 @@
 import { NextRequest } from 'next/server';
-import { streamText, Message, createDataStreamResponse, DataStreamWriter } from 'ai';
+import { streamText, UIMessage, createUIMessageStream, convertToModelMessages, stepCountIs, createUIMessageStreamResponse } from 'ai';
 import { openai } from '@ai-sdk/openai';
+import { setAIContext } from '@auth0/ai-vercel';
 
 const date = new Date().toISOString();
 
@@ -10,36 +11,33 @@ const AGENT_SYSTEM_TEMPLATE = `You are a personal assistant named Assistant0. Yo
  * This handler initializes and calls an tool calling agent.
  */
 export async function POST(req: NextRequest) {
-  const request = await req.json();
-
-  const messages = sanitizeMessages(request.messages);
+  const { id, messages }: { id: string; messages: Array<UIMessage> } = await req.json();
+  setAIContext({ threadID: id });
 
   const tools = {};
 
-  return createDataStreamResponse({
-    execute: async (dataStream: DataStreamWriter) => {
+  const stream = createUIMessageStream({
+    originalMessages: messages,
+    execute: async ({ writer }) => {
       const result = streamText({
         model: openai('gpt-4o-mini'),
         system: AGENT_SYSTEM_TEMPLATE,
-        messages,
-        maxSteps: 5,
+        messages: convertToModelMessages(messages),
+        stopWhen: stepCountIs(5),
         tools,
       });
 
-      result.mergeIntoDataStream(dataStream, {
-        sendReasoning: true,
-      });
+      writer.merge(
+        result.toUIMessageStream({
+          sendReasoning: true,
+        })
+      );
     },
     onError: (err: any) => {
       console.log(err);
       return `An error occurred! ${err.message}`;
     },
   });
-}
 
-// Vercel AI tends to get stuck when there are incomplete tool calls in messages
-const sanitizeMessages = (messages: Message[]) => {
-  return messages.filter(
-    (message) => !(message.role === 'assistant' && message.parts && message.parts.length > 0 && message.content === ''),
-  );
-};
+  return createUIMessageStreamResponse({ stream });
+}
diff --git a/authenticate-users/vercel-ai-next-js-starter/src/app/documents/page.tsx b/authenticate-users/vercel-ai-next-js-starter/src/app/documents/page.tsx
index 76c7998e..ecaac9dc 100644
--- a/authenticate-users/vercel-ai-next-js-starter/src/app/documents/page.tsx
+++ b/authenticate-users/vercel-ai-next-js-starter/src/app/documents/page.tsx
@@ -1,11 +1,11 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
 
 export default async function DocumentsPage() {
   const user = {
@@ -25,12 +25,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -38,9 +38,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/authenticate-users/vercel-ai-next-js-starter/src/components/chat-message-bubble.tsx b/authenticate-users/vercel-ai-next-js-starter/src/components/chat-message-bubble.tsx
index 4e68c268..6f4d897e 100644
--- a/authenticate-users/vercel-ai-next-js-starter/src/components/chat-message-bubble.tsx
+++ b/authenticate-users/vercel-ai-next-js-starter/src/components/chat-message-bubble.tsx
@@ -1,8 +1,8 @@
-import type { Message } from 'ai/react';
+import type { UIMessage } from 'ai';
 import { MemoizedMarkdown } from './memoized-markdown';
 import { cn } from '@/utils/cn';
 
-export function ChatMessageBubble(props: { message: Message; aiEmoji?: string }) {
+export function ChatMessageBubble(props: { message: UIMessage; aiEmoji?: string }) {
   return (
     <div
       className={cn(
@@ -18,7 +18,7 @@ export function ChatMessageBubble(props: { message: Message; aiEmoji?: string })
       )}
 
       <div className="chat-message-bubble whitespace-pre-wrap flex flex-col prose dark:prose-invert max-w-none">
-        <MemoizedMarkdown content={props.message.content} id={props.message.id} />
+      <MemoizedMarkdown content={(props.message?.parts[props.message.parts.length - 1] as any)?.text ?? ''} id={props.message.id} />
       </div>
     </div>
   );
diff --git a/authenticate-users/vercel-ai-next-js-starter/src/components/chat-window.tsx b/authenticate-users/vercel-ai-next-js-starter/src/components/chat-window.tsx
index 2406db03..1362ee62 100644
--- a/authenticate-users/vercel-ai-next-js-starter/src/components/chat-window.tsx
+++ b/authenticate-users/vercel-ai-next-js-starter/src/components/chat-window.tsx
@@ -1,8 +1,8 @@
 'use client';
 
-import { type Message } from 'ai';
+import { DefaultChatTransport, generateId, lastAssistantMessageIsCompleteWithToolCalls, type UIMessage } from 'ai';
 import { useChat } from '@ai-sdk/react';
-import type { FormEvent, ReactNode } from 'react';
+import { useState, type FormEvent, type ReactNode } from 'react';
 import { toast } from 'sonner';
 import { StickToBottom, useStickToBottomContext } from 'use-stick-to-bottom';
 import { ArrowDown, ArrowUpIcon, LoaderCircle } from 'lucide-react';
@@ -12,7 +12,7 @@ import { Button } from '@/components/ui/button';
 import { cn } from '@/utils/cn';
 
 function ChatMessages(props: {
-  messages: Message[];
+  messages: UIMessage[];
   emptyStateComponent: ReactNode;
   aiEmoji?: string;
   className?: string;
@@ -110,22 +110,20 @@ export function ChatWindow(props: {
   placeholder?: string;
   emoji?: string;
 }) {
-  const chat = useChat({
-    api: props.endpoint,
-    onError: (e: Error) => {
-      console.error('Error: ', e);
-      toast.error(`Error while processing your request`, { description: e.message });
-    },
-  });
+  const [input, setInput] = useState("");
+  const { messages, sendMessage, status } = useChat({
+      transport: new DefaultChatTransport({ api: props.endpoint }),
+      experimental_throttle: 100,
+      generateId,
+      onError: (e: Error) => {
+        console.error('Error: ', e);
+        toast.error(`Error while processing your request`, { description: e.message });
+      },
+      sendAutomaticallyWhen: lastAssistantMessageIsCompleteWithToolCalls,
+    });
 
   function isChatLoading(): boolean {
-    return chat.status === 'streaming';
-  }
-
-  async function sendMessage(e: FormEvent<HTMLFormElement>) {
-    e.preventDefault();
-    if (isChatLoading()) return;
-    chat.handleSubmit(e);
+    return status === 'streaming';
   }
 
   return (
@@ -134,13 +132,13 @@ export function ChatWindow(props: {
         className="absolute inset-0"
         contentClassName="py-8 px-2"
         content={
-          chat.messages.length === 0 ? (
+          messages.length === 0 ? (
             <div>{props.emptyStateComponent}</div>
           ) : (
             <>
               <ChatMessages
                 aiEmoji={props.emoji}
-                messages={chat.messages}
+                messages={messages}
                 emptyStateComponent={props.emptyStateComponent}
               />
             </>
@@ -150,9 +148,13 @@ export function ChatWindow(props: {
           <div className="sticky bottom-8 px-2">
             <ScrollToBottom className="absolute bottom-full left-1/2 -translate-x-1/2 mb-4" />
             <ChatInput
-              value={chat.input}
-              onChange={chat.handleInputChange}
-              onSubmit={sendMessage}
+              value={input}
+              onChange={(e) => setInput(e.target.value)}
+              onSubmit={(e) => {
+                e.preventDefault();
+                sendMessage({ text: input });
+                setInput("");
+              }}
               loading={isChatLoading()}
               placeholder={props.placeholder ?? 'What can I help you with?'}
             ></ChatInput>
diff --git a/authenticate-users/vercel-ai-next-js-starter/src/lib/fga/fga.ts b/authenticate-users/vercel-ai-next-js-starter/src/lib/fga/fga.ts
index 84a20cb6..e90c992b 100644
--- a/authenticate-users/vercel-ai-next-js-starter/src/lib/fga/fga.ts
+++ b/authenticate-users/vercel-ai-next-js-starter/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
-import { buildOpenFgaClient } from '@auth0/ai';
+import { buildOpenFgaClient } from "@auth0/ai";
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+  
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
+  
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/authenticate-users/vercel-ai-next-js-starter/src/lib/rag/embedding.ts b/authenticate-users/vercel-ai-next-js-starter/src/lib/rag/embedding.ts
index 8ac39247..bbff9b68 100644
--- a/authenticate-users/vercel-ai-next-js-starter/src/lib/rag/embedding.ts
+++ b/authenticate-users/vercel-ai-next-js-starter/src/lib/rag/embedding.ts
@@ -1,20 +1,28 @@
 import { embed, embedMany } from 'ai';
-import { openai } from '@ai-sdk/openai';
-import { desc, gt, sql, cosineDistance } from 'drizzle-orm';
+import { cosineDistance, desc, gt, sql } from 'drizzle-orm';
 import { chunk } from 'llm-chunk';
 
 import { db } from '@/lib/db';
 import { embeddings } from '@/lib/db/schema/embeddings';
+import { openai } from '@ai-sdk/openai';
 
 const embeddingModel = openai.embedding('text-embedding-3-small');
 
 export const generateEmbeddings = async (value: string): Promise<Array<{ embedding: number[]; content: string }>> => {
   const chunks = chunk(value);
+
+  // Filter out empty or whitespace-only chunks
+  const validChunks = chunks.filter((chunk) => chunk && chunk.trim().length > 0);
+
+  if (validChunks.length === 0) {
+    throw new Error('No valid chunks found after filtering empty content');
+  }
+
   const { embeddings } = await embedMany({
     model: embeddingModel,
-    values: chunks,
+    values: validChunks,
   });
-  return embeddings.map((e, i) => ({ content: chunks[i], embedding: e }));
+  return embeddings.map((e, i) => ({ content: validChunks[i], embedding: e }));
 };
 
 export const generateEmbedding = async (value: string): Promise<number[]> => {
diff --git a/authenticate-users/vercel-ai-next-js/README.md b/authenticate-users/vercel-ai-next-js/README.md
index a65a63f7..cfb8b53c 100644
--- a/authenticate-users/vercel-ai-next-js/README.md
+++ b/authenticate-users/vercel-ai-next-js/README.md
@@ -28,17 +28,17 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional: start the postgres database
 docker compose up -d
 # Optional: create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun dev # or npm run dev
+npm run dev # or bun dev
 ```
 
 Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -86,7 +86,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/authenticate-users/vercel-ai-next-js/bun.lock b/authenticate-users/vercel-ai-next-js/bun.lock
deleted file mode 100644
index 98c16dc8..00000000
--- a/authenticate-users/vercel-ai-next-js/bun.lock
+++ /dev/null
@@ -1,1704 +0,0 @@
-{
-  "lockfileVersion": 1,
-  "workspaces": {
-    "": {
-      "name": "auth0-assistant0",
-      "dependencies": {
-        "@ai-sdk/openai": "^1.3.21",
-        "@auth0/ai-vercel": "^3.1.0",
-        "@auth0/nextjs-auth0": "4",
-        "@radix-ui/react-avatar": "^1.1.7",
-        "@radix-ui/react-checkbox": "^1.2.3",
-        "@radix-ui/react-dialog": "^1.1.11",
-        "@radix-ui/react-dropdown-menu": "^2.1.12",
-        "@radix-ui/react-popover": "^1.1.11",
-        "@radix-ui/react-slot": "^1.2.0",
-        "ai": "^4.3.13",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
-        "date-fns": "^4.1.0",
-        "drizzle-orm": "^0.43.1",
-        "drizzle-zod": "^0.7.1",
-        "googleapis": "^148.0.0",
-        "llm-chunk": "^0.0.1",
-        "lucide-react": "^0.475.0",
-        "marked": "^15.0.7",
-        "nanoid": "^5.1.5",
-        "next": "15.2.4",
-        "next-themes": "^0.4.4",
-        "nuqs": "^2.4.3",
-        "pdf-parse": "^1.1.1",
-        "postgres": "^3.4.5",
-        "react": "19.0.0",
-        "react-device-detect": "^2.2.3",
-        "react-dom": "19.0.0",
-        "react-markdown": "^10.0.0",
-        "react-toastify": "11.0.3",
-        "sonner": "^1.7.2",
-        "tailwind-merge": "^2.6.0",
-        "tailwindcss-animate": "^1.0.7",
-        "use-stick-to-bottom": "^1.0.44",
-        "vaul": "^1.1.2",
-        "zod": "^3.24.2",
-        "zod-to-json-schema": "^3.23.2",
-      },
-      "devDependencies": {
-        "@next/bundle-analyzer": "^15.1.7",
-        "@types/node": "^22.13.4",
-        "@types/pdf-parse": "^1.1.5",
-        "@types/react": "19.0.9",
-        "@types/react-dom": "19.0.3",
-        "autoprefixer": "^10.4.20",
-        "dotenv": "^17.0.1",
-        "drizzle-kit": "^0.31.1",
-        "eslint": "^9.20.1",
-        "eslint-config-next": "^15.1.7",
-        "npm-run-all": "^4.1.5",
-        "postcss": "8.5.2",
-        "prettier": "^3.4.2",
-        "tailwindcss": "3.4.17",
-        "tsx": "^4.19.4",
-        "typescript": "5.7.3",
-      },
-    },
-  },
-  "packages": {
-    "@ai-sdk/openai": ["@ai-sdk/openai@1.3.21", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "@ai-sdk/provider-utils": "2.2.7" }, "peerDependencies": { "zod": "^3.0.0" } }, "sha512-ipAhkRKUd2YaMmn7DAklX3N7Ywx/rCsJHVyb0V/lKRqPcc612qAFVbjg+Uve8QYJlbPxgfsM4s9JmCFp6PSdYw=="],
-
-    "@ai-sdk/provider": ["@ai-sdk/provider@1.1.3", "", { "dependencies": { "json-schema": "^0.4.0" } }, "sha512-qZMxYJ0qqX/RfnuIaab+zp8UAeJn/ygXXAffR5I4N0n1IrvA6qBsjc8hXLmBiMV2zoXlifkacF7sEFnYnjBcqg=="],
-
-    "@ai-sdk/provider-utils": ["@ai-sdk/provider-utils@2.2.7", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "nanoid": "^3.3.8", "secure-json-parse": "^2.7.0" }, "peerDependencies": { "zod": "^3.23.8" } }, "sha512-kM0xS3GWg3aMChh9zfeM+80vEZfXzR3JEUBdycZLtbRZ2TRT8xOj3WodGHPb06sUK5yD7pAXC/P7ctsi2fvUGQ=="],
-
-    "@ai-sdk/react": ["@ai-sdk/react@1.2.11", "", { "dependencies": { "@ai-sdk/provider-utils": "2.2.7", "@ai-sdk/ui-utils": "1.2.10", "swr": "^2.2.5", "throttleit": "2.1.0" }, "peerDependencies": { "react": "^18 || ^19 || ^19.0.0-rc", "zod": "^3.23.8" }, "optionalPeers": ["zod"] }, "sha512-+kPqLkJ3TWP6czaJPV+vzAKSUcKQ1598BUrcLHt56sH99+LhmIIW3ylZp0OfC3O6TR3eO1Lt0Yzw4R0mK6g9Gw=="],
-
-    "@ai-sdk/ui-utils": ["@ai-sdk/ui-utils@1.2.10", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "@ai-sdk/provider-utils": "2.2.7", "zod-to-json-schema": "^3.24.1" }, "peerDependencies": { "zod": "^3.23.8" } }, "sha512-GUj+LBoAlRQF1dL/M49jtufGqtLOMApxTpCmVjoRpIPt/dFALVL9RfqfvxwztyIwbK+IxGzcYjSGRsrWrj+86g=="],
-
-    "@alloc/quick-lru": ["@alloc/quick-lru@5.2.0", "", {}, "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw=="],
-
-    "@auth0/ai": ["@auth0/ai@3.0.0", "", { "dependencies": { "@openfga/sdk": "^0.8.0", "auth0": "^4.18.0", "jose": "^5.9.6", "openid-client": "^6.1.7", "stable-hash": "^0.0.5", "tempbox": "^1.1.1", "zod": "^3.24.2" } }, "sha512-jokm3cL0Y0tyGnXJOi5gadqxjoBVZfLmkr5IagSK94BVDmJ8kn0QniwbD9k5xYIv17q0g2hh5TNIfJl57LXLdg=="],
-
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diff --git a/authenticate-users/vercel-ai-next-js/package-lock.json b/authenticate-users/vercel-ai-next-js/package-lock.json
new file mode 100644
index 00000000..73f15acc
--- /dev/null
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+        "strip-ansi": "^6.0.0"
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+      "version": "5.0.1",
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+        "strip-ansi": "^6.0.1"
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+      "bin": {
+        "yaml": "bin.mjs"
+      },
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+      }
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+        "node": ">=10"
+      },
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+        "url": "https://github.com/sponsors/sindresorhus"
+      }
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+      }
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+      "peerDependencies": {
+        "zod": "^3.24.1"
+      }
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+    "node_modules/zwitch": {
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+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    }
+  }
+}
diff --git a/authenticate-users/vercel-ai-next-js/package.json b/authenticate-users/vercel-ai-next-js/package.json
index 0efa8d34..32213983 100644
--- a/authenticate-users/vercel-ai-next-js/package.json
+++ b/authenticate-users/vercel-ai-next-js/package.json
@@ -21,60 +21,62 @@
     "node": ">=18"
   },
   "dependencies": {
-    "@ai-sdk/openai": "^1.3.21",
-    "@auth0/ai-vercel": "^3.1.0",
+    "@ai-sdk/openai": "2.0.24",
+    "@ai-sdk/react": "2.0.33",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-vercel": "^4.0.0",
     "@auth0/nextjs-auth0": "4",
-    "@radix-ui/react-avatar": "^1.1.7",
-    "@radix-ui/react-checkbox": "^1.2.3",
-    "@radix-ui/react-dialog": "^1.1.11",
-    "@radix-ui/react-dropdown-menu": "^2.1.12",
-    "@radix-ui/react-popover": "^1.1.11",
-    "@radix-ui/react-slot": "^1.2.0",
-    "ai": "^4.3.13",
+    "@radix-ui/react-avatar": "^1.1.10",
+    "@radix-ui/react-checkbox": "^1.3.3",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-dropdown-menu": "^2.1.16",
+    "@radix-ui/react-popover": "^1.1.15",
+    "@radix-ui/react-slot": "^1.2.3",
+    "ai": "5.0.33",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
+    "dotenv": "^16.4.7",
     "drizzle-orm": "^0.43.1",
     "drizzle-zod": "^0.7.1",
-    "googleapis": "^148.0.0",
+    "googleapis": "^161.0.0",
     "llm-chunk": "^0.0.1",
-    "lucide-react": "^0.475.0",
-    "marked": "^15.0.7",
-    "nanoid": "^5.1.5",
-    "next": "15.2.4",
-    "next-themes": "^0.4.4",
-    "nuqs": "^2.4.3",
+    "lucide-react": "^0.544.0",
+    "marked": "^16.3.0",
+    "nanoid": "^5.1.6",
+    "next": "15.5.4",
+    "next-themes": "^0.4.6",
+    "nuqs": "^2.7.0",
     "pdf-parse": "^1.1.1",
-    "postgres": "^3.4.5",
-    "react": "19.0.0",
+    "postgres": "^3.4.7",
+    "react": "19.2.0",
     "react-device-detect": "^2.2.3",
-    "react-dom": "19.0.0",
-    "react-markdown": "^10.0.0",
-    "react-toastify": "11.0.3",
-    "sonner": "^1.7.2",
-    "tailwind-merge": "^2.6.0",
+    "react-dom": "19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-toastify": "11.0.5",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^3.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.44",
+    "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "^3.24.2",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76",
+    "zod-to-json-schema": "^3.24.5"
   },
   "devDependencies": {
-    "@next/bundle-analyzer": "^15.1.7",
-    "@types/node": "^22.13.4",
+    "@next/bundle-analyzer": "^15.5.4",
+    "@types/node": "^24.6.2",
     "@types/pdf-parse": "^1.1.5",
-    "@types/react": "19.0.9",
-    "@types/react-dom": "19.0.3",
-    "autoprefixer": "^10.4.20",
-    "dotenv": "^17.0.1",
-    "drizzle-kit": "^0.31.1",
-    "eslint": "^9.20.1",
-    "eslint-config-next": "^15.1.7",
+    "@types/react": "19.2.0",
+    "@types/react-dom": "19.2.0",
+    "autoprefixer": "^10.4.21",
+    "drizzle-kit": "^0.31.5",
+    "eslint": "^9.36.0",
+    "eslint-config-next": "^15.5.4",
     "npm-run-all": "^4.1.5",
-    "postcss": "8.5.2",
-    "prettier": "^3.4.2",
+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/authenticate-users/vercel-ai-next-js/src/app/api/chat/route.ts b/authenticate-users/vercel-ai-next-js/src/app/api/chat/route.ts
index 6b7174a7..c7a00cd6 100644
--- a/authenticate-users/vercel-ai-next-js/src/app/api/chat/route.ts
+++ b/authenticate-users/vercel-ai-next-js/src/app/api/chat/route.ts
@@ -1,6 +1,7 @@
 import { NextRequest } from 'next/server';
-import { streamText, Message, createDataStreamResponse, DataStreamWriter } from 'ai';
+import { streamText, UIMessage, createUIMessageStream, createUIMessageStreamResponse, convertToModelMessages, stepCountIs } from 'ai';
 import { openai } from '@ai-sdk/openai';
+import { setAIContext } from '@auth0/ai-vercel';
 
 const date = new Date().toISOString();
 
@@ -10,36 +11,33 @@ const AGENT_SYSTEM_TEMPLATE = `You are a personal assistant named Assistant0. Yo
  * This handler initializes and calls an tool calling agent.
  */
 export async function POST(req: NextRequest) {
-  const request = await req.json();
-
-  const messages = sanitizeMessages(request.messages);
-
+  const { id, messages }: { id: string; messages: Array<UIMessage> } = await req.json();
+  setAIContext({ threadID: id });
   const tools = {};
 
-  return createDataStreamResponse({
-    execute: async (dataStream: DataStreamWriter) => {
+  const stream = createUIMessageStream({
+    originalMessages: messages,
+    execute: async ({ writer }) => {
       const result = streamText({
         model: openai('gpt-4o-mini'),
         system: AGENT_SYSTEM_TEMPLATE,
-        messages,
-        maxSteps: 5,
+        messages: convertToModelMessages(messages),
+        stopWhen: stepCountIs(5),
         tools,
       });
 
-      result.mergeIntoDataStream(dataStream, {
-        sendReasoning: true,
-      });
+      writer.merge(
+        result.toUIMessageStream({
+          sendReasoning: true,
+        })
+      );
     },
     onError: (err: any) => {
       console.log(err);
       return `An error occurred! ${err.message}`;
     },
   });
+
+  return createUIMessageStreamResponse({ stream });
 }
 
-// Vercel AI tends to get stuck when there are incomplete tool calls in messages
-const sanitizeMessages = (messages: Message[]) => {
-  return messages.filter(
-    (message) => !(message.role === 'assistant' && message.parts && message.parts.length > 0 && message.content === ''),
-  );
-};
diff --git a/authenticate-users/vercel-ai-next-js/src/app/documents/page.tsx b/authenticate-users/vercel-ai-next-js/src/app/documents/page.tsx
index 650e813e..f34aff1c 100644
--- a/authenticate-users/vercel-ai-next-js/src/app/documents/page.tsx
+++ b/authenticate-users/vercel-ai-next-js/src/app/documents/page.tsx
@@ -1,11 +1,11 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
 import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/authenticate-users/vercel-ai-next-js/src/components/chat-message-bubble.tsx b/authenticate-users/vercel-ai-next-js/src/components/chat-message-bubble.tsx
index 4e68c268..9a46dcc4 100644
--- a/authenticate-users/vercel-ai-next-js/src/components/chat-message-bubble.tsx
+++ b/authenticate-users/vercel-ai-next-js/src/components/chat-message-bubble.tsx
@@ -1,8 +1,8 @@
-import type { Message } from 'ai/react';
+import type { UIMessage } from 'ai';
 import { MemoizedMarkdown } from './memoized-markdown';
 import { cn } from '@/utils/cn';
 
-export function ChatMessageBubble(props: { message: Message; aiEmoji?: string }) {
+export function ChatMessageBubble(props: { message: UIMessage; aiEmoji?: string }) {
   return (
     <div
       className={cn(
@@ -18,7 +18,7 @@ export function ChatMessageBubble(props: { message: Message; aiEmoji?: string })
       )}
 
       <div className="chat-message-bubble whitespace-pre-wrap flex flex-col prose dark:prose-invert max-w-none">
-        <MemoizedMarkdown content={props.message.content} id={props.message.id} />
+        <MemoizedMarkdown content={(props.message?.parts[props.message.parts.length - 1] as any)?.text ?? ''} id={props.message.id} />
       </div>
     </div>
   );
diff --git a/authenticate-users/vercel-ai-next-js/src/components/chat-window.tsx b/authenticate-users/vercel-ai-next-js/src/components/chat-window.tsx
index 2406db03..1362ee62 100644
--- a/authenticate-users/vercel-ai-next-js/src/components/chat-window.tsx
+++ b/authenticate-users/vercel-ai-next-js/src/components/chat-window.tsx
@@ -1,8 +1,8 @@
 'use client';
 
-import { type Message } from 'ai';
+import { DefaultChatTransport, generateId, lastAssistantMessageIsCompleteWithToolCalls, type UIMessage } from 'ai';
 import { useChat } from '@ai-sdk/react';
-import type { FormEvent, ReactNode } from 'react';
+import { useState, type FormEvent, type ReactNode } from 'react';
 import { toast } from 'sonner';
 import { StickToBottom, useStickToBottomContext } from 'use-stick-to-bottom';
 import { ArrowDown, ArrowUpIcon, LoaderCircle } from 'lucide-react';
@@ -12,7 +12,7 @@ import { Button } from '@/components/ui/button';
 import { cn } from '@/utils/cn';
 
 function ChatMessages(props: {
-  messages: Message[];
+  messages: UIMessage[];
   emptyStateComponent: ReactNode;
   aiEmoji?: string;
   className?: string;
@@ -110,22 +110,20 @@ export function ChatWindow(props: {
   placeholder?: string;
   emoji?: string;
 }) {
-  const chat = useChat({
-    api: props.endpoint,
-    onError: (e: Error) => {
-      console.error('Error: ', e);
-      toast.error(`Error while processing your request`, { description: e.message });
-    },
-  });
+  const [input, setInput] = useState("");
+  const { messages, sendMessage, status } = useChat({
+      transport: new DefaultChatTransport({ api: props.endpoint }),
+      experimental_throttle: 100,
+      generateId,
+      onError: (e: Error) => {
+        console.error('Error: ', e);
+        toast.error(`Error while processing your request`, { description: e.message });
+      },
+      sendAutomaticallyWhen: lastAssistantMessageIsCompleteWithToolCalls,
+    });
 
   function isChatLoading(): boolean {
-    return chat.status === 'streaming';
-  }
-
-  async function sendMessage(e: FormEvent<HTMLFormElement>) {
-    e.preventDefault();
-    if (isChatLoading()) return;
-    chat.handleSubmit(e);
+    return status === 'streaming';
   }
 
   return (
@@ -134,13 +132,13 @@ export function ChatWindow(props: {
         className="absolute inset-0"
         contentClassName="py-8 px-2"
         content={
-          chat.messages.length === 0 ? (
+          messages.length === 0 ? (
             <div>{props.emptyStateComponent}</div>
           ) : (
             <>
               <ChatMessages
                 aiEmoji={props.emoji}
-                messages={chat.messages}
+                messages={messages}
                 emptyStateComponent={props.emptyStateComponent}
               />
             </>
@@ -150,9 +148,13 @@ export function ChatWindow(props: {
           <div className="sticky bottom-8 px-2">
             <ScrollToBottom className="absolute bottom-full left-1/2 -translate-x-1/2 mb-4" />
             <ChatInput
-              value={chat.input}
-              onChange={chat.handleInputChange}
-              onSubmit={sendMessage}
+              value={input}
+              onChange={(e) => setInput(e.target.value)}
+              onSubmit={(e) => {
+                e.preventDefault();
+                sendMessage({ text: input });
+                setInput("");
+              }}
               loading={isChatLoading()}
               placeholder={props.placeholder ?? 'What can I help you with?'}
             ></ChatInput>
diff --git a/authenticate-users/vercel-ai-next-js/src/lib/fga/fga.ts b/authenticate-users/vercel-ai-next-js/src/lib/fga/fga.ts
index 84a20cb6..e90c992b 100644
--- a/authenticate-users/vercel-ai-next-js/src/lib/fga/fga.ts
+++ b/authenticate-users/vercel-ai-next-js/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
-import { buildOpenFgaClient } from '@auth0/ai';
+import { buildOpenFgaClient } from "@auth0/ai";
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+  
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
+  
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/authenticate-users/vercel-ai-next-js/src/lib/rag/embedding.ts b/authenticate-users/vercel-ai-next-js/src/lib/rag/embedding.ts
index 8ac39247..705f5da9 100644
--- a/authenticate-users/vercel-ai-next-js/src/lib/rag/embedding.ts
+++ b/authenticate-users/vercel-ai-next-js/src/lib/rag/embedding.ts
@@ -10,11 +10,19 @@ const embeddingModel = openai.embedding('text-embedding-3-small');
 
 export const generateEmbeddings = async (value: string): Promise<Array<{ embedding: number[]; content: string }>> => {
   const chunks = chunk(value);
+  
+  // Filter out empty or whitespace-only chunks
+  const validChunks = chunks.filter(chunk => chunk && chunk.trim().length > 0);
+  
+  if (validChunks.length === 0) {
+    throw new Error('No valid chunks found after filtering empty content');
+  }
+  
   const { embeddings } = await embedMany({
     model: embeddingModel,
-    values: chunks,
+    values: validChunks,
   });
-  return embeddings.map((e, i) => ({ content: chunks[i], embedding: e }));
+  return embeddings.map((e, i) => ({ content: validChunks[i], embedding: e }));
 };
 
 export const generateEmbedding = async (value: string): Promise<number[]> => {
diff --git a/authorization-for-rag/langchain-fastapi-py/frontend/src/pages/DocumentsPage.tsx b/authorization-for-rag/langchain-fastapi-py/frontend/src/pages/DocumentsPage.tsx
index 9beddd3d..9e491167 100644
--- a/authorization-for-rag/langchain-fastapi-py/frontend/src/pages/DocumentsPage.tsx
+++ b/authorization-for-rag/langchain-fastapi-py/frontend/src/pages/DocumentsPage.tsx
@@ -1,11 +1,12 @@
 import { format } from "date-fns";
-import { type ReactNode } from "react";
 import { LogIn, UserPlus } from "lucide-react";
-import { Button } from "@/components/ui/button";
-import useAuth, { getLoginUrl, getSignupUrl } from "@/lib/use-auth";
-import DocumentUploadForm from "@/components/document-upload-form";
+import { ReactNode } from "react";
+
 import DocumentItemActions from "@/components/document-item-actions";
+import DocumentUploadForm from "@/components/document-upload-form";
+import { Button } from "@/components/ui/button";
 import { getDocumentsForUser } from "@/lib/documents";
+import useAuth, { getLoginUrl, getSignupUrl } from "@/lib/use-auth";
 import { useQuery, useQueryClient } from "@tanstack/react-query";
 
 export default function DocumentsPage() {
@@ -55,15 +56,15 @@ export default function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
     return (
-      <p className="text-sm text-blue-500">
+      <span className="text-sm text-blue-500">
         Shared with: {sharedWith.join(", ")}
-      </p>
+      </span>
     );
   }
 
diff --git a/authorization-for-rag/langchain-js/package-lock.json b/authorization-for-rag/langchain-js/package-lock.json
index 5018b149..1c77be8c 100644
--- a/authorization-for-rag/langchain-js/package-lock.json
+++ b/authorization-for-rag/langchain-js/package-lock.json
@@ -9,60 +9,57 @@
       "version": "0.0.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "@auth0/ai-langchain": "^2.0.0",
-        "@langchain/openai": "^0.5.4",
+        "@auth0/ai": "^5.0.0",
+        "@auth0/ai-langchain": "^4.0.0",
+        "@langchain/openai": "^0.6.1",
         "@openfga/sdk": "^0.8.0",
         "dotenv": "^16.4.7",
-        "langchain": "^0.3.20"
+        "langchain": "^0.3.35"
       },
       "devDependencies": {
-        "@types/node": "^22.10.7"
+        "@types/node": "^24.6.2"
       }
     },
     "node_modules/@auth0/ai": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-2.0.1.tgz",
-      "integrity": "sha512-Wv/H1kUcutbhEVVA4ZGxQZfcIY+GVjX8j6LvM1XHto5kYOVY3/AHygY5gTSR+wzkq56cWyVRkTQhL4UtfSh8iA==",
-      "license": "Apache-2.0",
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-5.0.0.tgz",
+      "integrity": "sha512-lvMXNup/vkpA+gWu0Bs2MouM0P5hNpIWInZQwkGmyd5LCBEDN1MbZprdeBj0b/KgfdkaLu+psTDXbPCIB9AugQ==",
       "dependencies": {
         "@openfga/sdk": "^0.8.0",
-        "auth0": "^4.18.0",
+        "auth0": "^4.30.0",
         "jose": "^5.9.6",
         "openid-client": "^6.1.7",
         "stable-hash": "^0.0.5",
         "tempbox": "^1.1.1",
-        "zod": "^3.24.2"
+        "zod": "^3.25.76"
       }
     },
     "node_modules/@auth0/ai-langchain": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@auth0/ai-langchain/-/ai-langchain-2.0.0.tgz",
-      "integrity": "sha512-W3Wgc1X86VcmgIUuKc4JCeYcHhRSBn0FzDs26NVky4ih51Gn5eFX6V563Fci0iwX/lru2P3Dbk/At2K+xeYt/g==",
-      "license": "Apache-2.0",
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai-langchain/-/ai-langchain-4.0.0.tgz",
+      "integrity": "sha512-lZDZxEHiKJPEnhKJgFppzRT+1H7A3hFtM7Hu8Unst1Orr9Px3qydnjrEf1LuV+5MT/7pOaVGC7gFJHI+zXabSA==",
       "dependencies": {
         "@auth0/ai": "*",
         "langchain": "^0.3.11"
       },
       "peerDependencies": {
-        "@langchain/core": "^0.3.19",
-        "@langchain/langgraph": "^0.2.55",
-        "@langchain/langgraph-sdk": "^0.0.57",
+        "@langchain/core": "^0.3.72",
+        "@langchain/langgraph": "^0.4.4",
+        "@langchain/langgraph-sdk": "^0.0.107",
         "@openfga/sdk": "0.8.0",
-        "zod": "^3.24.2"
+        "zod": "^3.25.76"
       }
     },
     "node_modules/@cfworker/json-schema": {
-      "version": "4.0.3",
-      "resolved": "https://registry.npmjs.org/@cfworker/json-schema/-/json-schema-4.0.3.tgz",
-      "integrity": "sha512-ZykIcDTVv5UNmKWSTLAs3VukO6NDJkkSKxrgUTDPBkAlORVT3H9n5DbRjRl8xIotklscHdbLIa0b9+y3mQq73g==",
-      "license": "MIT",
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/@cfworker/json-schema/-/json-schema-4.1.1.tgz",
+      "integrity": "sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og==",
       "peer": true
     },
     "node_modules/@langchain/core": {
-      "version": "0.3.43",
-      "resolved": "https://registry.npmjs.org/@langchain/core/-/core-0.3.43.tgz",
-      "integrity": "sha512-DwiSUwmZqcuOn7j8SFdeOH1nvaUqG7q8qn3LhobdQYEg5PmjLgd2yLr2KzuT/YWMBfjkOR+Di5K6HEdFmouTxg==",
-      "license": "MIT",
+      "version": "0.3.78",
+      "resolved": "https://registry.npmjs.org/@langchain/core/-/core-0.3.78.tgz",
+      "integrity": "sha512-Nn0x9erQlK3zgtRU1Z8NUjLuyW0gzdclMsvLQ6wwLeDqV91pE+YKl6uQb+L2NUDs4F0N7c2Zncgz46HxrvPzuA==",
       "peer": true,
       "dependencies": {
         "@cfworker/json-schema": "^4.0.2",
@@ -70,12 +67,12 @@
         "camelcase": "6",
         "decamelize": "1.2.0",
         "js-tiktoken": "^1.0.12",
-        "langsmith": ">=0.2.8 <0.4.0",
+        "langsmith": "^0.3.67",
         "mustache": "^4.2.0",
         "p-queue": "^6.6.2",
         "p-retry": "4",
         "uuid": "^10.0.0",
-        "zod": "^3.22.4",
+        "zod": "^3.25.32",
         "zod-to-json-schema": "^3.22.3"
       },
       "engines": {
@@ -83,22 +80,21 @@
       }
     },
     "node_modules/@langchain/langgraph": {
-      "version": "0.2.63",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-0.2.63.tgz",
-      "integrity": "sha512-gmivnxybyBQkR7lpoBz8emrWRt9jFp0csrlDZTI/SlMJ5F+3DvxbsRyH2edI0RPzL7XpiW9QnFGCLMp6wfGblw==",
-      "license": "MIT",
+      "version": "0.4.9",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-0.4.9.tgz",
+      "integrity": "sha512-+rcdTGi4Ium4X/VtIX3Zw4RhxEkYWpwUyz806V6rffjHOAMamg6/WZDxpJbrP33RV/wJG1GH12Z29oX3Pqq3Aw==",
       "peer": true,
       "dependencies": {
-        "@langchain/langgraph-checkpoint": "~0.0.16",
-        "@langchain/langgraph-sdk": "~0.0.32",
+        "@langchain/langgraph-checkpoint": "^0.1.1",
+        "@langchain/langgraph-sdk": "~0.1.0",
         "uuid": "^10.0.0",
-        "zod": "^3.23.8"
+        "zod": "^3.25.32"
       },
       "engines": {
         "node": ">=18"
       },
       "peerDependencies": {
-        "@langchain/core": ">=0.2.36 <0.3.0 || >=0.3.40 < 0.4.0",
+        "@langchain/core": ">=0.3.58 < 0.4.0",
         "zod-to-json-schema": "^3.x"
       },
       "peerDependenciesMeta": {
@@ -108,10 +104,9 @@
       }
     },
     "node_modules/@langchain/langgraph-checkpoint": {
-      "version": "0.0.16",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-0.0.16.tgz",
-      "integrity": "sha512-B50l7w9o9353drHsdsD01vhQrCJw0eqvYeXid7oKeoj1Yye+qY90r97xuhiflaYCZHM5VEo2oaizs8oknerZsQ==",
-      "license": "MIT",
+      "version": "0.1.1",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-0.1.1.tgz",
+      "integrity": "sha512-h2bP0RUikQZu0Um1ZUPErQLXyhzroJqKRbRcxYRTAh49oNlsfeq4A3K4YEDRbGGuyPZI/Jiqwhks1wZwY73AZw==",
       "peer": true,
       "dependencies": {
         "uuid": "^10.0.0"
@@ -120,14 +115,13 @@
         "node": ">=18"
       },
       "peerDependencies": {
-        "@langchain/core": ">=0.2.31 <0.4.0"
+        "@langchain/core": ">=0.2.31 <0.4.0 || ^1.0.0-alpha"
       }
     },
     "node_modules/@langchain/langgraph-sdk": {
-      "version": "0.0.57",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.0.57.tgz",
-      "integrity": "sha512-xb1OgsQ7fq6zjWaspa/9yjZ35kf1/qIPBC8wkNUI0gelnZLeAnss9RhGKc8L2qMB1P3anxRB9IPGwqCoMUHimg==",
-      "license": "MIT",
+      "version": "0.0.107",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.0.107.tgz",
+      "integrity": "sha512-2qzboDgYH8KJNz7q2Yzvj6H9i4iZUYfZnB7xY+Dkye6yvI+2m1fFIdpP/Ppu+eFvoIUAsbDHDF+wvR4F11kS3Q==",
       "peer": true,
       "dependencies": {
         "@types/json-schema": "^7.0.15",
@@ -137,7 +131,8 @@
       },
       "peerDependencies": {
         "@langchain/core": ">=0.2.31 <0.4.0",
-        "react": "^18 || ^19"
+        "react": "^18 || ^19",
+        "react-dom": "^18 || ^19"
       },
       "peerDependenciesMeta": {
         "@langchain/core": {
@@ -145,6 +140,9 @@
         },
         "react": {
           "optional": true
+        },
+        "react-dom": {
+          "optional": true
         }
       }
     },
@@ -156,35 +154,72 @@
         "https://github.com/sponsors/broofa",
         "https://github.com/sponsors/ctavan"
       ],
-      "license": "MIT",
+      "peer": true,
+      "bin": {
+        "uuid": "dist/bin/uuid"
+      }
+    },
+    "node_modules/@langchain/langgraph/node_modules/@langchain/langgraph-sdk": {
+      "version": "0.1.10",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.1.10.tgz",
+      "integrity": "sha512-9srSCb2bSvcvehMgjA2sMMwX0o1VUgPN6ghwm5Fwc9JGAKsQa6n1S4eCwy1h4abuYxwajH5n3spBw+4I2WYbgw==",
+      "peer": true,
+      "dependencies": {
+        "@types/json-schema": "^7.0.15",
+        "p-queue": "^6.6.2",
+        "p-retry": "4",
+        "uuid": "^9.0.0"
+      },
+      "peerDependencies": {
+        "@langchain/core": ">=0.2.31 <0.4.0 || ^1.0.0-alpha",
+        "react": "^18 || ^19",
+        "react-dom": "^18 || ^19"
+      },
+      "peerDependenciesMeta": {
+        "@langchain/core": {
+          "optional": true
+        },
+        "react": {
+          "optional": true
+        },
+        "react-dom": {
+          "optional": true
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-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
-      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==",
-      "license": "MIT"
-    },
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       "version": "12.1.3",
       "resolved": "https://registry.npmjs.org/openapi-types/-/openapi-types-12.1.3.tgz",
-      "integrity": "sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw==",
-      "license": "MIT"
+      "integrity": "sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw=="
     },
     "node_modules/openid-client": {
-      "version": "6.4.1",
-      "resolved": "https://registry.npmjs.org/openid-client/-/openid-client-6.4.1.tgz",
-      "integrity": "sha512-Bwta7kyGn0vyRGOatIAAvEOYCIiTwxBptrBpJgV9KdV0OGJ8OPe8wWY7bQbDqCJrDCclq6xbJMfK2Ilp5TugbA==",
-      "license": "MIT",
+      "version": "6.8.1",
+      "resolved": "https://registry.npmjs.org/openid-client/-/openid-client-6.8.1.tgz",
+      "integrity": "sha512-VoYT6enBo6Vj2j3Q5Ec0AezS+9YGzQo1f5Xc42lreMGlfP4ljiXPKVDvCADh+XHCV/bqPu/wWSiCVXbJKvrODw==",
       "dependencies": {
-        "jose": "^6.0.10",
-        "oauth4webapi": "^3.4.0"
+        "jose": "^6.1.0",
+        "oauth4webapi": "^3.8.2"
       },
       "funding": {
         "url": "https://github.com/sponsors/panva"
       }
     },
     "node_modules/openid-client/node_modules/jose": {
-      "version": "6.0.10",
-      "resolved": "https://registry.npmjs.org/jose/-/jose-6.0.10.tgz",
-      "integrity": "sha512-skIAxZqcMkOrSwjJvplIPYrlXGpxTPnro2/QWTDCxAdWQrSTV5/KqspMWmi5WAx5+ULswASJiZ0a+1B/Lxt9cw==",
-      "license": "MIT",
+      "version": "6.1.0",
+      "resolved": "https://registry.npmjs.org/jose/-/jose-6.1.0.tgz",
+      "integrity": "sha512-TTQJyoEoKcC1lscpVDCSsVgYzUDg/0Bt3WE//WiTPK6uOCQC2KZS4MpugbMWt/zyjkopgZoXhZuCi00gLudfUA==",
       "funding": {
         "url": "https://github.com/sponsors/panva"
       }
@@ -833,7 +928,6 @@
       "version": "1.0.0",
       "resolved": "https://registry.npmjs.org/p-finally/-/p-finally-1.0.0.tgz",
       "integrity": "sha512-LICb2p9CB7FS+0eR1oqWnHhp0FljGLZCWBE9aix0Uye9W8LTQPwMTYVGWQWIw9RdQiDg4+epXQODwIYJtSJaow==",
-      "license": "MIT",
       "engines": {
         "node": ">=4"
       }
@@ -842,7 +936,6 @@
       "version": "6.6.2",
       "resolved": "https://registry.npmjs.org/p-queue/-/p-queue-6.6.2.tgz",
       "integrity": "sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ==",
-      "license": "MIT",
       "dependencies": {
         "eventemitter3": "^4.0.4",
         "p-timeout": "^3.2.0"
@@ -858,7 +951,6 @@
       "version": "4.6.2",
       "resolved": "https://registry.npmjs.org/p-retry/-/p-retry-4.6.2.tgz",
       "integrity": "sha512-312Id396EbJdvRONlngUx0NydfrIQ5lsYu0znKVUzVvArzEIt08V1qhtyESbGVd1FGX7UKtiFp5uwKZdM8wIuQ==",
-      "license": "MIT",
       "dependencies": {
         "@types/retry": "0.12.0",
         "retry": "^0.13.1"
@@ -871,7 +963,6 @@
       "version": "3.2.0",
       "resolved": "https://registry.npmjs.org/p-timeout/-/p-timeout-3.2.0.tgz",
       "integrity": "sha512-rhIwUycgwwKcP9yTOOFK/AKsAopjjCakVqLHePO3CC6Mir1Z99xT+R63jZxAT5lFZLa2inS5h+ZS2GvR99/FBg==",
-      "license": "MIT",
       "dependencies": {
         "p-finally": "^1.0.0"
       },
@@ -882,23 +973,20 @@
     "node_modules/proxy-from-env": {
       "version": "1.1.0",
       "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz",
-      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==",
-      "license": "MIT"
+      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg=="
     },
     "node_modules/retry": {
       "version": "0.13.1",
       "resolved": "https://registry.npmjs.org/retry/-/retry-0.13.1.tgz",
       "integrity": "sha512-XQBQ3I8W1Cge0Seh+6gjj03LbmRFWuoszgK9ooCpwYIrhhoO80pfq4cUkU5DkknwfOfFteRwlZ56PYOGYyFWdg==",
-      "license": "MIT",
       "engines": {
         "node": ">= 4"
       }
     },
     "node_modules/semver": {
-      "version": "7.6.3",
-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.6.3.tgz",
-      "integrity": "sha512-oVekP1cKtI+CTDvHWYFUcMtsK/00wmAEfyqKfNdARm8u1wNVhSgaX7A8d4UuIlUI5e84iEwOhs7ZPYRmzU9U6A==",
-      "license": "ISC",
+      "version": "7.7.3",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
+      "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
       "bin": {
         "semver": "bin/semver.js"
       },
@@ -906,17 +994,31 @@
         "node": ">=10"
       }
     },
+    "node_modules/simple-wcswidth": {
+      "version": "1.1.2",
+      "resolved": "https://registry.npmjs.org/simple-wcswidth/-/simple-wcswidth-1.1.2.tgz",
+      "integrity": "sha512-j7piyCjAeTDSjzTSQ7DokZtMNwNlEAyxqSZeCS+CXH7fJ4jx3FuJ/mTW3mE+6JLs4VJBbcll0Kjn+KXI5t21Iw=="
+    },
     "node_modules/stable-hash": {
       "version": "0.0.5",
       "resolved": "https://registry.npmjs.org/stable-hash/-/stable-hash-0.0.5.tgz",
-      "integrity": "sha512-+L3ccpzibovGXFK+Ap/f8LOS0ahMrHTf3xu7mMLSpEGU0EO9ucaysSylKo9eRDFNhWve/y275iPmIZ4z39a9iA==",
-      "license": "MIT"
+      "integrity": "sha512-+L3ccpzibovGXFK+Ap/f8LOS0ahMrHTf3xu7mMLSpEGU0EO9ucaysSylKo9eRDFNhWve/y275iPmIZ4z39a9iA=="
+    },
+    "node_modules/supports-color": {
+      "version": "7.2.0",
+      "resolved": "https://registry.npmjs.org/supports-color/-/supports-color-7.2.0.tgz",
+      "integrity": "sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==",
+      "dependencies": {
+        "has-flag": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=8"
+      }
     },
     "node_modules/tempbox": {
       "version": "1.1.1",
       "resolved": "https://registry.npmjs.org/tempbox/-/tempbox-1.1.1.tgz",
       "integrity": "sha512-gQ4+9CSz3Rz5eQsSAfwl4kn+rgApaNaiwjELbhMzUycgXl+AXGn8lpq45DTaipADu1eJk5N90w0+OYWlCHQD5A==",
-      "license": "MIT",
       "dependencies": {
         "tinyqueue": "^3.0.0"
       }
@@ -924,26 +1026,18 @@
     "node_modules/tiny-async-pool": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/tiny-async-pool/-/tiny-async-pool-2.1.0.tgz",
-      "integrity": "sha512-ltAHPh/9k0STRQqaoUX52NH4ZQYAJz24ZAEwf1Zm+HYg3l9OXTWeqWKyYsHu40wF/F0rxd2N2bk5sLvX2qlSvg==",
-      "license": "MIT"
+      "integrity": "sha512-ltAHPh/9k0STRQqaoUX52NH4ZQYAJz24ZAEwf1Zm+HYg3l9OXTWeqWKyYsHu40wF/F0rxd2N2bk5sLvX2qlSvg=="
     },
     "node_modules/tinyqueue": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/tinyqueue/-/tinyqueue-3.0.0.tgz",
-      "integrity": "sha512-gRa9gwYU3ECmQYv3lslts5hxuIa90veaEcxDYuu3QGOIAEM2mOZkVHp48ANJuu1CURtRdHKUBY5Lm1tHV+sD4g==",
-      "license": "ISC"
-    },
-    "node_modules/tr46": {
-      "version": "0.0.3",
-      "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
-      "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw==",
-      "license": "MIT"
+      "integrity": "sha512-gRa9gwYU3ECmQYv3lslts5hxuIa90veaEcxDYuu3QGOIAEM2mOZkVHp48ANJuu1CURtRdHKUBY5Lm1tHV+sD4g=="
     },
     "node_modules/undici-types": {
-      "version": "6.20.0",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.20.0.tgz",
-      "integrity": "sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg==",
-      "license": "MIT"
+      "version": "7.14.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.14.0.tgz",
+      "integrity": "sha512-QQiYxHuyZ9gQUIrmPo3IA+hUl4KYk8uSA7cHrcKd/l3p1OTpZcM0Tbp9x7FAtXdAYhlasd60ncPpgu6ihG6TOA==",
+      "dev": true
     },
     "node_modules/uuid": {
       "version": "10.0.0",
@@ -953,62 +1047,34 @@
         "https://github.com/sponsors/broofa",
         "https://github.com/sponsors/ctavan"
       ],
-      "license": "MIT",
       "bin": {
         "uuid": "dist/bin/uuid"
       }
     },
-    "node_modules/web-streams-polyfill": {
-      "version": "4.0.0-beta.3",
-      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz",
-      "integrity": "sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==",
-      "license": "MIT",
-      "engines": {
-        "node": ">= 14"
-      }
-    },
-    "node_modules/webidl-conversions": {
-      "version": "3.0.1",
-      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
-      "integrity": "sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==",
-      "license": "BSD-2-Clause"
-    },
-    "node_modules/whatwg-url": {
-      "version": "5.0.0",
-      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
-      "integrity": "sha512-saE57nupxk6v3HY35+jzBwYa0rKSy0XR8JSxZPwgLr7ys0IBzhGviA1/TUGJLmSVqs8pb9AnvICXEuOHLprYTw==",
-      "license": "MIT",
-      "dependencies": {
-        "tr46": "~0.0.3",
-        "webidl-conversions": "^3.0.0"
-      }
-    },
     "node_modules/yaml": {
-      "version": "2.7.0",
-      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.7.0.tgz",
-      "integrity": "sha512-+hSoy/QHluxmC9kCIJyL/uyFmLmc+e5CFR5Wa+bpIhIj85LVb9ZH2nVnqrHoSvKogwODv0ClqZkmiSSaIH5LTA==",
-      "license": "ISC",
+      "version": "2.8.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.1.tgz",
+      "integrity": "sha512-lcYcMxX2PO9XMGvAJkJ3OsNMw+/7FKes7/hgerGUYWIoWu5j/+YQqcZr5JnPZWzOsEBgMbSbiSTn/dv/69Mkpw==",
       "bin": {
         "yaml": "bin.mjs"
       },
       "engines": {
-        "node": ">= 14"
+        "node": ">= 14.6"
       }
     },
     "node_modules/zod": {
-      "version": "3.24.2",
-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.2.tgz",
-      "integrity": "sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==",
-      "license": "MIT",
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
     },
     "node_modules/zod-to-json-schema": {
-      "version": "3.24.1",
-      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.1.tgz",
-      "integrity": "sha512-3h08nf3Vw3Wl3PK+q3ow/lIil81IT2Oa7YpQyUUDsEWbXveMesdfK1xBd2RhCkynwZndAxixji/7SYJJowr62w==",
-      "license": "ISC",
+      "version": "3.24.6",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
+      "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
+      "peer": true,
       "peerDependencies": {
         "zod": "^3.24.1"
       }
diff --git a/authorization-for-rag/langchain-js/package.json b/authorization-for-rag/langchain-js/package.json
index 23d44f5b..fa230898 100644
--- a/authorization-for-rag/langchain-js/package.json
+++ b/authorization-for-rag/langchain-js/package.json
@@ -14,13 +14,14 @@
     "fga:init": "npx tsx ./scripts/fga-init.ts"
   },
   "dependencies": {
-    "@auth0/ai-langchain": "^2.0.0",
-    "@langchain/openai": "^0.5.4",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-langchain": "^4.0.0",
+    "@langchain/openai": "^0.6.1",
     "@openfga/sdk": "^0.8.0",
     "dotenv": "^16.4.7",
-    "langchain": "^0.3.20"
+    "langchain": "^0.3.35"
   },
   "devDependencies": {
-    "@types/node": "^22.10.7"
+    "@types/node": "^24.6.2"
   }
 }
diff --git a/authorization-for-rag/langchain-js/scripts/fga-init.ts b/authorization-for-rag/langchain-js/scripts/fga-init.ts
index 6bfa232d..50236fb7 100644
--- a/authorization-for-rag/langchain-js/scripts/fga-init.ts
+++ b/authorization-for-rag/langchain-js/scripts/fga-init.ts
@@ -54,7 +54,7 @@ async function main() {
   await fgaClient.write(
     {
       writes: [
-        { user: "user:*", relation: "viewer", object: "doc:public-doc" },
+        { user: "user:*", relation: "viewer", object: "doc:public-doc" }
       ],
     },
     {
diff --git a/authorization-for-rag/langchain-next-js/.eslintrc.json b/authorization-for-rag/langchain-next-js/.eslintrc.json
index bffb357a..471659f6 100644
--- a/authorization-for-rag/langchain-next-js/.eslintrc.json
+++ b/authorization-for-rag/langchain-next-js/.eslintrc.json
@@ -1,3 +1,27 @@
 {
-  "extends": "next/core-web-vitals"
+  "root": true,
+  "extends": ["next/core-web-vitals", "plugin:@typescript-eslint/recommended"],
+  "parser": "@typescript-eslint/parser",
+  "plugins": ["@typescript-eslint", "import"],
+  "rules": {
+    "@typescript-eslint/no-var-requires": "off",
+    "import/no-commonjs": "off",
+    "@typescript-eslint/no-explicit-any": "off",
+    "@typescript-eslint/no-non-null-asserted-optional-chain": "off",
+    "@typescript-eslint/no-require-imports": "off",
+    "@typescript-eslint/no-unused-vars": "warn"
+  },
+  "overrides": [
+    {
+      "files": ["*.config.{js,cjs,mjs}", "scripts/**", "next.config.*", "postcss.config.js", "tailwind.config.*"],
+      "rules": {
+        "@typescript-eslint/no-var-requires": "off",
+        "import/no-commonjs": "off"
+      }
+    },
+    {
+      "files": ["**/__tests__/**", "**/*.test.{ts,tsx}"],
+      "env": { "jest": true }
+    }
+  ]
 }
diff --git a/authorization-for-rag/langchain-next-js/README.md b/authorization-for-rag/langchain-next-js/README.md
index 5b486378..10eca1f9 100644
--- a/authorization-for-rag/langchain-next-js/README.md
+++ b/authorization-for-rag/langchain-next-js/README.md
@@ -29,17 +29,25 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional - start the postgres database
 docker compose up -d
 # Optional - create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
+Now, run the initialization script to set up the OpenFGA store with the necessary authorization model:
+
+```bash
+npm run fga:init # or bun run fga:init
+```
+This script configures the authorization model and sets up initial permissions (all users can view the public document).
+
+
 Now you're ready to run the development server:
 
 ```bash
-bun all:dev # or npm run all:dev
+npm run all:dev # or bun all:dev
 ```
 
 This will start an in-memory LangGraph server on port 54367 and a Next.js server on port 3000. Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -88,7 +96,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/authorization-for-rag/langchain-next-js/bun.lock b/authorization-for-rag/langchain-next-js/bun.lock
deleted file mode 100644
index 9ccaa5fe..00000000
--- a/authorization-for-rag/langchain-next-js/bun.lock
+++ /dev/null
@@ -1,1929 +0,0 @@
-{
-  "lockfileVersion": 1,
-  "workspaces": {
-    "": {
-      "name": "auth0-assistant0",
-      "dependencies": {
-        "@auth0/ai-langchain": "^3.5.0",
-        "@auth0/nextjs-auth0": "4.4.2",
-        "@langchain/community": "0.3.53",
-        "@langchain/core": "^0.3.77",
-        "@langchain/langgraph": "^0.4.4",
-        "@langchain/langgraph-sdk": "^0.1.8",
-        "@langchain/openai": "^0.6.13",
-        "@radix-ui/react-avatar": "^1.1.7",
-        "@radix-ui/react-checkbox": "^1.2.3",
-        "@radix-ui/react-dialog": "^1.1.11",
-        "@radix-ui/react-dropdown-menu": "^2.1.12",
-        "@radix-ui/react-popover": "^1.1.11",
-        "@radix-ui/react-slot": "^1.2.0",
-        "@types/pg": "^8.15.4",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
-        "date-fns": "^4.1.0",
-        "dotenv": "^17.0.1",
-        "drizzle-orm": "^0.43.1",
-        "drizzle-zod": "^0.7.1",
-        "googleapis": "^148.0.0",
-        "jose": "^6.1.0",
-        "langchain": "^0.3.12",
-        "langgraph-nextjs-api-passthrough": "^0.1.4",
-        "lucide-react": "^0.475.0",
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diff --git a/authorization-for-rag/langchain-next-js/package-lock.json b/authorization-for-rag/langchain-next-js/package-lock.json
new file mode 100644
index 00000000..8817692f
--- /dev/null
+++ b/authorization-for-rag/langchain-next-js/package-lock.json
@@ -0,0 +1,12772 @@
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diff --git a/authorization-for-rag/langchain-next-js/package.json b/authorization-for-rag/langchain-next-js/package.json
index c4e86254..41b8072b 100644
--- a/authorization-for-rag/langchain-next-js/package.json
+++ b/authorization-for-rag/langchain-next-js/package.json
@@ -25,67 +25,67 @@
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+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/authorization-for-rag/langchain-next-js/src/app/documents/page.tsx b/authorization-for-rag/langchain-next-js/src/app/documents/page.tsx
index fe107dab..f34aff1c 100644
--- a/authorization-for-rag/langchain-next-js/src/app/documents/page.tsx
+++ b/authorization-for-rag/langchain-next-js/src/app/documents/page.tsx
@@ -1,12 +1,12 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { auth0 } from '@/lib/auth0';
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
+import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
   const session = await auth0.getSession();
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/authorization-for-rag/langchain-next-js/src/components/chat-window.tsx b/authorization-for-rag/langchain-next-js/src/components/chat-window.tsx
index f4441bc7..6a82ec85 100644
--- a/authorization-for-rag/langchain-next-js/src/components/chat-window.tsx
+++ b/authorization-for-rag/langchain-next-js/src/components/chat-window.tsx
@@ -21,7 +21,7 @@ function ChatMessages(props: {
 }) {
   return (
     <div className="flex flex-col max-w-[768px] mx-auto pb-12 w-full">
-      {props.messages.map((m, i) => {
+      {props.messages.map((m) => {
         return <ChatMessageBubble key={m.id} message={m} aiEmoji={props.aiEmoji} />;
       })}
     </div>
diff --git a/authorization-for-rag/langchain-next-js/src/lib/agent.ts b/authorization-for-rag/langchain-next-js/src/lib/agent.ts
index 958a2246..38db698f 100644
--- a/authorization-for-rag/langchain-next-js/src/lib/agent.ts
+++ b/authorization-for-rag/langchain-next-js/src/lib/agent.ts
@@ -2,7 +2,6 @@ import { createReactAgent, ToolNode } from '@langchain/langgraph/prebuilt';
 import { ChatOpenAI } from '@langchain/openai';
 import { InMemoryStore, MemorySaver } from '@langchain/langgraph';
 import { Calculator } from '@langchain/community/tools/calculator';
-
 import { getContextDocumentsTool } from './tools/context-docs';
 
 const date = new Date().toISOString();
diff --git a/authorization-for-rag/langchain-next-js/src/lib/db/schema/documents.ts b/authorization-for-rag/langchain-next-js/src/lib/db/schema/documents.ts
index ee2c347f..dd50a305 100644
--- a/authorization-for-rag/langchain-next-js/src/lib/db/schema/documents.ts
+++ b/authorization-for-rag/langchain-next-js/src/lib/db/schema/documents.ts
@@ -1,5 +1,5 @@
 import { sql } from 'drizzle-orm';
-import { text, varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
+import { varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
 import { createSelectSchema } from 'drizzle-zod';
 import { z } from 'zod';
 
diff --git a/authorization-for-rag/langchain-next-js/src/lib/fga/fga.ts b/authorization-for-rag/langchain-next-js/src/lib/fga/fga.ts
index 84a20cb6..78d23bbb 100644
--- a/authorization-for-rag/langchain-next-js/src/lib/fga/fga.ts
+++ b/authorization-for-rag/langchain-next-js/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
 import { buildOpenFgaClient } from '@auth0/ai';
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
+
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/authorization-for-rag/langgraph-agentic-js/bun.lock b/authorization-for-rag/langgraph-agentic-js/bun.lock
new file mode 100644
index 00000000..fd4bf065
--- /dev/null
+++ b/authorization-for-rag/langgraph-agentic-js/bun.lock
@@ -0,0 +1,169 @@
+{
+  "lockfileVersion": 1,
+  "workspaces": {
+    "": {
+      "name": "auth0-langgraph-agentic-rag-js",
+      "dependencies": {
+        "@auth0/ai": "../../packages/auth0-ai-0.0.0.tgz",
+        "@auth0/ai-langchain": "../../packages/auth0-ai-langchain-0.0.0.tgz",
+        "@langchain/core": "^0.3.78",
+        "@langchain/langgraph": "^0.4.9",
+        "@langchain/openai": "^0.6.14",
+        "@openfga/sdk": "^0.8.0",
+        "dotenv": "^16.4.7",
+        "langchain": "^0.3.35",
+        "zod": "^3.25.76",
+      },
+      "devDependencies": {
+        "@types/node": "^24.6.2",
+      },
+    },
+  },
+  "overrides": {
+    "@auth0/ai": "../../packages/auth0-ai-0.0.0.tgz",
+    "@auth0/ai-langchain": "../../packages/auth0-ai-langchain-0.0.0.tgz",
+  },
+  "packages": {
+    "@auth0/ai": ["@auth0/ai@../../packages/auth0-ai-0.0.0.tgz", { "dependencies": { "@openfga/sdk": "^0.8.0", "auth0": "^4.30.0", "jose": "^5.9.6", "openid-client": "^6.1.7", "stable-hash": "^0.0.5", "tempbox": "^1.1.1", "zod": "^3.25.76" } }],
+
+    "@auth0/ai-langchain": ["@auth0/ai-langchain@../../packages/auth0-ai-langchain-0.0.0.tgz", { "dependencies": { "@auth0/ai": "*", "langchain": "^0.3.11" }, "peerDependencies": { "@langchain/core": "^0.3.72", "@langchain/langgraph": "^0.4.4", "@langchain/langgraph-sdk": "^0.0.107", "@openfga/sdk": "0.8.0", "zod": "^3.25.76" } }],
+
+    "@cfworker/json-schema": ["@cfworker/json-schema@4.1.0", "", {}, "sha512-/vYKi/qMxwNsuIJ9WGWwM2rflY40ZenK3Kh4uR5vB9/Nz12Y7IUN/Xf4wDA7vzPfw0VNh3b/jz4+MjcVgARKJg=="],
+
+    "@langchain/core": ["@langchain/core@0.3.78", "https://a0us.jfrog.io/artifactory/api/npm/npm/@langchain/core/-/core-0.3.78.tgz", { "dependencies": { "@cfworker/json-schema": "^4.0.2", "ansi-styles": "^5.0.0", "camelcase": "6", "decamelize": "1.2.0", "js-tiktoken": "^1.0.12", "langsmith": "^0.3.67", "mustache": "^4.2.0", "p-queue": "^6.6.2", "p-retry": "4", "uuid": "^10.0.0", "zod": "^3.25.32", "zod-to-json-schema": "^3.22.3" } }, "sha512-Nn0x9erQlK3zgtRU1Z8NUjLuyW0gzdclMsvLQ6wwLeDqV91pE+YKl6uQb+L2NUDs4F0N7c2Zncgz46HxrvPzuA=="],
+
+    "@langchain/langgraph": ["@langchain/langgraph@0.4.9", "https://a0us.jfrog.io/artifactory/api/npm/npm/@langchain/langgraph/-/langgraph-0.4.9.tgz", { "dependencies": { "@langchain/langgraph-checkpoint": "^0.1.1", "@langchain/langgraph-sdk": "~0.1.0", "uuid": "^10.0.0", "zod": "^3.25.32" }, "peerDependencies": { "@langchain/core": ">=0.3.58 < 0.4.0", "zod-to-json-schema": "^3.x" }, "optionalPeers": ["zod-to-json-schema"] }, "sha512-+rcdTGi4Ium4X/VtIX3Zw4RhxEkYWpwUyz806V6rffjHOAMamg6/WZDxpJbrP33RV/wJG1GH12Z29oX3Pqq3Aw=="],
+
+    "@langchain/langgraph-checkpoint": ["@langchain/langgraph-checkpoint@0.1.1", "https://a0us.jfrog.io/artifactory/api/npm/npm/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-0.1.1.tgz", { "dependencies": { "uuid": "^10.0.0" }, "peerDependencies": { "@langchain/core": ">=0.2.31 <0.4.0 || ^1.0.0-alpha" } }, "sha512-h2bP0RUikQZu0Um1ZUPErQLXyhzroJqKRbRcxYRTAh49oNlsfeq4A3K4YEDRbGGuyPZI/Jiqwhks1wZwY73AZw=="],
+
+    "@langchain/langgraph-sdk": ["@langchain/langgraph-sdk@0.1.9", "https://a0us.jfrog.io/artifactory/api/npm/npm/@langchain/langgraph-sdk/-/langgraph-sdk-0.1.9.tgz", { "dependencies": { "@types/json-schema": "^7.0.15", "p-queue": "^6.6.2", "p-retry": "4", "uuid": "^9.0.0" }, "peerDependencies": { "@langchain/core": ">=0.2.31 <0.4.0 || ^1.0.0-alpha", "react": "^18 || ^19", "react-dom": "^18 || ^19" }, "optionalPeers": ["@langchain/core", "react", "react-dom"] }, "sha512-7WEDHtbI3pYPUiiHq+dPaF92ZN2W7lqObdpK0X+roa8zPdHUjve/HiqYuKNWS12u1N+L5QIuQWqZvVNvUA7BfQ=="],
+
+    "@langchain/openai": ["@langchain/openai@0.6.14", "https://a0us.jfrog.io/artifactory/api/npm/npm/@langchain/openai/-/openai-0.6.14.tgz", { "dependencies": { "js-tiktoken": "^1.0.12", "openai": "5.12.2", "zod": "^3.25.32" }, "peerDependencies": { "@langchain/core": ">=0.3.68 <0.4.0" } }, "sha512-SM/xJOFDxT9NN/07fvhNB5dgAsIOQaLhmANxrRlSQ7Qs1zImMrzOvq+/5JP/ifpC/YxcgEnt4dblKVqvNU/C5A=="],
+
+    "@langchain/textsplitters": ["@langchain/textsplitters@0.1.0", "", { "dependencies": { "js-tiktoken": "^1.0.12" }, "peerDependencies": { "@langchain/core": ">=0.2.21 <0.4.0" } }, "sha512-djI4uw9rlkAb5iMhtLED+xJebDdAG935AdP4eRTB02R7OB/act55Bj9wsskhZsvuyQRpO4O1wQOp85s6T6GWmw=="],
+
+    "@openfga/sdk": ["@openfga/sdk@0.8.0", "", { "dependencies": { "@opentelemetry/api": "^1.9.0", "axios": "^1.7.9", "tiny-async-pool": "^2.1.0" } }, "sha512-tFd5oQ6a3ps8Qbj9V8VhETyKnl7QtQa0o9G9464yI6KAih0FhMg/5e1/T701j6hkeGqGGJCmv1csD/OXyGCpFQ=="],
+
+    "@opentelemetry/api": ["@opentelemetry/api@1.9.0", "", {}, "sha512-3giAOQvZiH5F9bMlMiv8+GSPMeqg0dbaeo58/0SlA9sxSqZhnUtxzX9/2FzyhS9sWQf5S0GJE0AKBrFqjpeYcg=="],
+
+    "@types/json-schema": ["@types/json-schema@7.0.15", "", {}, "sha512-5+fP8P8MFNC+AyZCDxrB2pkZFPGzqQWUzpSeuuVLvm8VMcorNYavBqoFcxK8bQz4Qsbn4oUEEem4wDLfcysGHA=="],
+
+    "@types/node": ["@types/node@24.7.1", "https://a0us.jfrog.io/artifactory/api/npm/npm/@types/node/-/node-24.7.1.tgz", { "dependencies": { "undici-types": "~7.14.0" } }, "sha512-CmyhGZanP88uuC5GpWU9q+fI61j2SkhO3UGMUdfYRE6Bcy0ccyzn1Rqj9YAB/ZY4kOXmNf0ocah5GtphmLMP6Q=="],
+
+    "@types/retry": ["@types/retry@0.12.0", "", {}, "sha512-wWKOClTTiizcZhXnPY4wikVAwmdYHp8q6DmC+EJUzAMsycb7HB32Kh9RN4+0gExjmPmZSAQjgURXIGATPegAvA=="],
+
+    "@types/uuid": ["@types/uuid@10.0.0", "", {}, "sha512-7gqG38EyHgyP1S+7+xomFtL+ZNHcKv6DwNaCZmJmo1vgMugyF3TCnXVg4t1uk89mLNwnLtnY3TpOpCOyp1/xHQ=="],
+
+    "ansi-styles": ["ansi-styles@5.2.0", "", {}, "sha512-Cxwpt2SfTzTtXcfOlzGEee8O+c+MmUgGrNiBcXnuWxuFJHe6a5Hz7qwhwe5OgaSYI0IJvkLqWX1ASG+cJOkEiA=="],
+
+    "argparse": ["argparse@2.0.1", "", {}, "sha512-8+9WqebbFzpX9OR+Wa6O29asIogeRMzcGtAINdpMHHyAg10f05aSFVBbcEqGf/PXw1EjAZ+q2/bEBg3DvurK3Q=="],
+
+    "asynckit": ["asynckit@0.4.0", "", {}, "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q=="],
+
+    "auth0": ["auth0@4.33.0", "https://a0us.jfrog.io/artifactory/api/npm/npm/auth0/-/auth0-4.33.0.tgz", { "dependencies": { "jose": "^4.13.2", "undici-types": "^6.15.0", "uuid": "^9.0.0" } }, "sha512-+zRMFXakIpKudDJKGzwlsYp6LC91J9w7hMz9k9d/qRmGbfqkJeqp3wPmKV7GqAcprfUr9fWCJH3XFFxzJV2jow=="],
+
+    "axios": ["axios@1.7.9", "", { "dependencies": { "follow-redirects": "^1.15.6", "form-data": "^4.0.0", "proxy-from-env": "^1.1.0" } }, "sha512-LhLcE7Hbiryz8oMDdDptSrWowmB4Bl6RCt6sIJKpRB4XtVf0iEgewX3au/pJqm+Py1kCASkb/FFKjxQaLtxJvw=="],
+
+    "base64-js": ["base64-js@1.5.1", "", {}, "sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA=="],
+
+    "camelcase": ["camelcase@6.3.0", "", {}, "sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA=="],
+
+    "chalk": ["chalk@4.1.2", "", { "dependencies": { "ansi-styles": "^4.1.0", "supports-color": "^7.1.0" } }, "sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA=="],
+
+    "color-convert": ["color-convert@2.0.1", "", { "dependencies": { "color-name": "~1.1.4" } }, "sha512-RRECPsj7iu/xb5oKYcsFHSppFNnsj/52OVTRKb4zP5onXwVF3zVmmToNcOfGC+CRDpfK/U584fMg38ZHCaElKQ=="],
+
+    "color-name": ["color-name@1.1.4", "", {}, "sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA=="],
+
+    "combined-stream": ["combined-stream@1.0.8", "", { "dependencies": { "delayed-stream": "~1.0.0" } }, "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg=="],
+
+    "console-table-printer": ["console-table-printer@2.12.1", "", { "dependencies": { "simple-wcswidth": "^1.0.1" } }, "sha512-wKGOQRRvdnd89pCeH96e2Fn4wkbenSP6LMHfjfyNLMbGuHEFbMqQNuxXqd0oXG9caIOQ1FTvc5Uijp9/4jujnQ=="],
+
+    "decamelize": ["decamelize@1.2.0", "", {}, "sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA=="],
+
+    "delayed-stream": ["delayed-stream@1.0.0", "", {}, "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ=="],
+
+    "dotenv": ["dotenv@16.6.1", "https://a0us.jfrog.io/artifactory/api/npm/npm/dotenv/-/dotenv-16.6.1.tgz", {}, "sha512-uBq4egWHTcTt33a72vpSG0z3HnPuIl6NqYcTrKEg2azoEyl2hpW0zqlxysq2pK9HlDIHyHyakeYaYnSAwd8bow=="],
+
+    "eventemitter3": ["eventemitter3@4.0.7", "", {}, "sha512-8guHBZCwKnFhYdHr2ysuRWErTwhoN2X8XELRlrRwpmfeY2jjuUN4taQMsULKUVo1K4DvZl+0pgfyoysHxvmvEw=="],
+
+    "follow-redirects": ["follow-redirects@1.15.9", "", {}, "sha512-gew4GsXizNgdoRyqmyfMHyAmXsZDk6mHkSxZFCzW9gwlbtOW44CDtYavM+y+72qD/Vq2l550kMF52DT8fOLJqQ=="],
+
+    "form-data": ["form-data@4.0.1", "", { "dependencies": { "asynckit": "^0.4.0", "combined-stream": "^1.0.8", "mime-types": "^2.1.12" } }, "sha512-tzN8e4TX8+kkxGPK8D5u0FNmjPUjw3lwC9lSLxxoB/+GtsJG91CO8bSWy73APlgAZzZbXEYZJuxjkHH2w+Ezhw=="],
+
+    "has-flag": ["has-flag@4.0.0", "", {}, "sha512-EykJT/Q1KjTWctppgIAgfSO0tKVuZUjhgMr17kqTumMl6Afv3EISleU7qZUzoXDFTAHTDC4NOoG/ZxU3EvlMPQ=="],
+
+    "jose": ["jose@5.10.0", "", {}, "sha512-s+3Al/p9g32Iq+oqXxkW//7jk2Vig6FF1CFqzVXoTUXt2qz89YWbL+OwS17NFYEvxC35n0FKeGO2LGYSxeM2Gg=="],
+
+    "js-tiktoken": ["js-tiktoken@1.0.16", "", { "dependencies": { "base64-js": "^1.5.1" } }, "sha512-nUVdO5k/M9llWpiaZlBBDdtmr6qWXwSD6fgaDu2zM8UP+OXxx9V37lFkI6w0/1IuaDx7WffZ37oYd9KvcWKElg=="],
+
+    "js-yaml": ["js-yaml@4.1.0", "", { "dependencies": { "argparse": "^2.0.1" }, "bin": "bin/js-yaml.js" }, "sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA=="],
+
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+
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+    "zod": ["zod@3.25.76", "https://a0us.jfrog.io/artifactory/api/npm/npm/zod/-/zod-3.25.76.tgz", {}, "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ=="],
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+
+    "@langchain/langgraph-sdk/uuid": ["uuid@9.0.1", "", { "bin": "dist/bin/uuid" }, "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA=="],
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+    "auth0/jose": ["jose@4.15.9", "", {}, "sha512-1vUQX+IdDMVPj4k8kOxgUqlcK518yluMuGZwqlr44FS1ppZB/5GWh4rZG89erpOBOJjU/OBsnCVFfapsRz6nEA=="],
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+    "auth0/uuid": ["uuid@9.0.1", "", { "bin": "dist/bin/uuid" }, "sha512-b+1eJOlsR9K8HJpow9Ok3fiWOWSIcIzXodvv0rQjVoOVNpWMpxf1wZNpt4y9h10odCNrqnYp1OBzRktckBe3sA=="],
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+  }
+}
diff --git a/authorization-for-rag/langgraph-agentic-js/package-lock.json b/authorization-for-rag/langgraph-agentic-js/package-lock.json
index 5b63b5f7..70ec8648 100644
--- a/authorization-for-rag/langgraph-agentic-js/package-lock.json
+++ b/authorization-for-rag/langgraph-agentic-js/package-lock.json
@@ -9,74 +9,71 @@
       "version": "0.0.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "@auth0/ai-langchain": "^2.0.0",
-        "@langchain/core": "^0.3.36",
-        "@langchain/langgraph": "^0.2.41",
-        "@langchain/openai": "^0.5.4",
+        "@auth0/ai": "^5.0.0",
+        "@auth0/ai-langchain": "^4.0.0",
+        "@langchain/core": "^0.3.78",
+        "@langchain/langgraph": "^0.4.9",
+        "@langchain/openai": "^0.6.14",
         "@openfga/sdk": "^0.8.0",
         "dotenv": "^16.4.7",
-        "langchain": "^0.3.20",
-        "zod": "^3.24.1"
+        "langchain": "^0.3.35",
+        "zod": "^3.25.76"
       },
       "devDependencies": {
-        "@types/node": "^22.12.0"
+        "@types/node": "^24.6.2"
       }
     },
     "node_modules/@auth0/ai": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-2.0.1.tgz",
-      "integrity": "sha512-Wv/H1kUcutbhEVVA4ZGxQZfcIY+GVjX8j6LvM1XHto5kYOVY3/AHygY5gTSR+wzkq56cWyVRkTQhL4UtfSh8iA==",
-      "license": "Apache-2.0",
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-5.0.0.tgz",
+      "integrity": "sha512-lvMXNup/vkpA+gWu0Bs2MouM0P5hNpIWInZQwkGmyd5LCBEDN1MbZprdeBj0b/KgfdkaLu+psTDXbPCIB9AugQ==",
       "dependencies": {
         "@openfga/sdk": "^0.8.0",
-        "auth0": "^4.18.0",
+        "auth0": "^4.30.0",
         "jose": "^5.9.6",
         "openid-client": "^6.1.7",
         "stable-hash": "^0.0.5",
         "tempbox": "^1.1.1",
-        "zod": "^3.24.2"
+        "zod": "^3.25.76"
       }
     },
     "node_modules/@auth0/ai-langchain": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@auth0/ai-langchain/-/ai-langchain-2.0.0.tgz",
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-      "license": "Apache-2.0",
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai-langchain/-/ai-langchain-4.0.0.tgz",
+      "integrity": "sha512-lZDZxEHiKJPEnhKJgFppzRT+1H7A3hFtM7Hu8Unst1Orr9Px3qydnjrEf1LuV+5MT/7pOaVGC7gFJHI+zXabSA==",
       "dependencies": {
         "@auth0/ai": "*",
         "langchain": "^0.3.11"
       },
       "peerDependencies": {
-        "@langchain/core": "^0.3.19",
-        "@langchain/langgraph": "^0.2.55",
-        "@langchain/langgraph-sdk": "^0.0.57",
+        "@langchain/core": "^0.3.72",
+        "@langchain/langgraph": "^0.4.4",
+        "@langchain/langgraph-sdk": "^0.0.107",
         "@openfga/sdk": "0.8.0",
-        "zod": "^3.24.2"
+        "zod": "^3.25.76"
       }
     },
     "node_modules/@cfworker/json-schema": {
-      "version": "4.1.0",
-      "resolved": "https://registry.npmjs.org/@cfworker/json-schema/-/json-schema-4.1.0.tgz",
-      "integrity": "sha512-/vYKi/qMxwNsuIJ9WGWwM2rflY40ZenK3Kh4uR5vB9/Nz12Y7IUN/Xf4wDA7vzPfw0VNh3b/jz4+MjcVgARKJg==",
-      "license": "MIT"
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/@cfworker/json-schema/-/json-schema-4.1.1.tgz",
+      "integrity": "sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og=="
     },
     "node_modules/@langchain/core": {
-      "version": "0.3.43",
-      "resolved": "https://registry.npmjs.org/@langchain/core/-/core-0.3.43.tgz",
-      "integrity": "sha512-DwiSUwmZqcuOn7j8SFdeOH1nvaUqG7q8qn3LhobdQYEg5PmjLgd2yLr2KzuT/YWMBfjkOR+Di5K6HEdFmouTxg==",
-      "license": "MIT",
+      "version": "0.3.78",
+      "resolved": "https://registry.npmjs.org/@langchain/core/-/core-0.3.78.tgz",
+      "integrity": "sha512-Nn0x9erQlK3zgtRU1Z8NUjLuyW0gzdclMsvLQ6wwLeDqV91pE+YKl6uQb+L2NUDs4F0N7c2Zncgz46HxrvPzuA==",
       "dependencies": {
         "@cfworker/json-schema": "^4.0.2",
         "ansi-styles": "^5.0.0",
         "camelcase": "6",
         "decamelize": "1.2.0",
         "js-tiktoken": "^1.0.12",
-        "langsmith": ">=0.2.8 <0.4.0",
+        "langsmith": "^0.3.67",
         "mustache": "^4.2.0",
         "p-queue": "^6.6.2",
         "p-retry": "4",
         "uuid": "^10.0.0",
-        "zod": "^3.22.4",
+        "zod": "^3.25.32",
         "zod-to-json-schema": "^3.22.3"
       },
       "engines": {
@@ -84,21 +81,20 @@
       }
     },
     "node_modules/@langchain/langgraph": {
-      "version": "0.2.63",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-0.2.63.tgz",
-      "integrity": "sha512-gmivnxybyBQkR7lpoBz8emrWRt9jFp0csrlDZTI/SlMJ5F+3DvxbsRyH2edI0RPzL7XpiW9QnFGCLMp6wfGblw==",
-      "license": "MIT",
+      "version": "0.4.9",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph/-/langgraph-0.4.9.tgz",
+      "integrity": "sha512-+rcdTGi4Ium4X/VtIX3Zw4RhxEkYWpwUyz806V6rffjHOAMamg6/WZDxpJbrP33RV/wJG1GH12Z29oX3Pqq3Aw==",
       "dependencies": {
-        "@langchain/langgraph-checkpoint": "~0.0.16",
-        "@langchain/langgraph-sdk": "~0.0.32",
+        "@langchain/langgraph-checkpoint": "^0.1.1",
+        "@langchain/langgraph-sdk": "~0.1.0",
         "uuid": "^10.0.0",
-        "zod": "^3.23.8"
+        "zod": "^3.25.32"
       },
       "engines": {
         "node": ">=18"
       },
       "peerDependencies": {
-        "@langchain/core": ">=0.2.36 <0.3.0 || >=0.3.40 < 0.4.0",
+        "@langchain/core": ">=0.3.58 < 0.4.0",
         "zod-to-json-schema": "^3.x"
       },
       "peerDependenciesMeta": {
@@ -108,10 +104,9 @@
       }
     },
     "node_modules/@langchain/langgraph-checkpoint": {
-      "version": "0.0.16",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-0.0.16.tgz",
-      "integrity": "sha512-B50l7w9o9353drHsdsD01vhQrCJw0eqvYeXid7oKeoj1Yye+qY90r97xuhiflaYCZHM5VEo2oaizs8oknerZsQ==",
-      "license": "MIT",
+      "version": "0.1.1",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph-checkpoint/-/langgraph-checkpoint-0.1.1.tgz",
+      "integrity": "sha512-h2bP0RUikQZu0Um1ZUPErQLXyhzroJqKRbRcxYRTAh49oNlsfeq4A3K4YEDRbGGuyPZI/Jiqwhks1wZwY73AZw==",
       "dependencies": {
         "uuid": "^10.0.0"
       },
@@ -119,14 +114,14 @@
         "node": ">=18"
       },
       "peerDependencies": {
-        "@langchain/core": ">=0.2.31 <0.4.0"
+        "@langchain/core": ">=0.2.31 <0.4.0 || ^1.0.0-alpha"
       }
     },
     "node_modules/@langchain/langgraph-sdk": {
-      "version": "0.0.57",
-      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.0.57.tgz",
-      "integrity": "sha512-xb1OgsQ7fq6zjWaspa/9yjZ35kf1/qIPBC8wkNUI0gelnZLeAnss9RhGKc8L2qMB1P3anxRB9IPGwqCoMUHimg==",
-      "license": "MIT",
+      "version": "0.0.107",
+      "resolved": "https://registry.npmjs.org/@langchain/langgraph-sdk/-/langgraph-sdk-0.0.107.tgz",
+      "integrity": "sha512-2qzboDgYH8KJNz7q2Yzvj6H9i4iZUYfZnB7xY+Dkye6yvI+2m1fFIdpP/Ppu+eFvoIUAsbDHDF+wvR4F11kS3Q==",
+      "peer": true,
       "dependencies": {
         "@types/json-schema": "^7.0.15",
         "p-queue": "^6.6.2",
@@ -135,7 +130,8 @@
       },
       "peerDependencies": {
         "@langchain/core": ">=0.2.31 <0.4.0",
-        "react": "^18 || ^19"
+        "react": "^18 || ^19",
+        "react-dom": "^18 || ^19"
       },
       "peerDependenciesMeta": {
         "@langchain/core": {
@@ -143,6 +139,9 @@
         },
         "react": {
           "optional": true
+        },
+        "react-dom": {
+          "optional": true
         }
       }
     },
@@ -154,34 +153,70 @@
         "https://github.com/sponsors/broofa",
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diff --git a/authorization-for-rag/langgraph-agentic-js/package.json b/authorization-for-rag/langgraph-agentic-js/package.json
index 3048d00d..bbaf1a17 100644
--- a/authorization-for-rag/langgraph-agentic-js/package.json
+++ b/authorization-for-rag/langgraph-agentic-js/package.json
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diff --git a/authorization-for-rag/langgraph-stategraph-js/package-lock.json b/authorization-for-rag/langgraph-stategraph-js/package-lock.json
index 772e0cdb..2b849007 100644
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+++ b/authorization-for-rag/langgraph-stategraph-js/package-lock.json
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-      "integrity": "sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==",
-      "license": "MIT",
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
     },
     "node_modules/zod-to-json-schema": {
-      "version": "3.24.1",
-      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.1.tgz",
-      "integrity": "sha512-3h08nf3Vw3Wl3PK+q3ow/lIil81IT2Oa7YpQyUUDsEWbXveMesdfK1xBd2RhCkynwZndAxixji/7SYJJowr62w==",
-      "license": "ISC",
+      "version": "3.24.6",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
+      "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
       "peerDependencies": {
         "zod": "^3.24.1"
       }
diff --git a/authorization-for-rag/langgraph-stategraph-js/package.json b/authorization-for-rag/langgraph-stategraph-js/package.json
index 49f59ce7..056db3d3 100644
--- a/authorization-for-rag/langgraph-stategraph-js/package.json
+++ b/authorization-for-rag/langgraph-stategraph-js/package.json
@@ -14,16 +14,17 @@
     "fga:init": "npx tsx ./scripts/fga-init.ts"
   },
   "dependencies": {
-    "@auth0/ai-langchain": "^2.0.0",
-    "@langchain/core": "^0.3.43",
-    "@langchain/langgraph": "^0.2.63",
-    "@langchain/openai": "^0.5.4",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-langchain": "^4.0.0",
+    "@langchain/core": "^0.3.78",
+    "@langchain/langgraph": "^0.4.9",
+    "@langchain/openai": "^0.6.14",
     "@openfga/sdk": "^0.8.0",
     "dotenv": "^16.4.7",
-    "langchain": "^0.3.20",
-    "zod": "^3.24.1"
+    "langchain": "^0.3.35",
+    "zod": "^3.25.76"
   },
   "devDependencies": {
-    "@types/node": "^22.12.0"
+    "@types/node": "^24.6.2"
   }
 }
diff --git a/authorization-for-rag/llamaindex-agentic-js/README.md b/authorization-for-rag/llamaindex-agentic-js/README.md
index 82cca354..94cc33af 100644
--- a/authorization-for-rag/llamaindex-agentic-js/README.md
+++ b/authorization-for-rag/llamaindex-agentic-js/README.md
@@ -62,10 +62,16 @@ This example demonstrates how to combine [LlamaIndex](https://ts.llamaindex.ai/)
 1. Install dependencies. If you want to run with local dependencies follow root instructions.
 
    ```sh
-   $ npm install
+   npm install
    ```
 
-2. Running the example
+2. Initialize Auth0 FGA with the necessary model and tuples.
+
+   ```sh
+   npm run fga:init
+   ```
+
+3. Running the example
    ```sh
    npm start
    ```
diff --git a/authorization-for-rag/llamaindex-agentic-js/index.ts b/authorization-for-rag/llamaindex-agentic-js/index.ts
index 5250acda..c4667322 100644
--- a/authorization-for-rag/llamaindex-agentic-js/index.ts
+++ b/authorization-for-rag/llamaindex-agentic-js/index.ts
@@ -5,9 +5,16 @@
  */
 import "dotenv/config";
 
-import { OpenAIAgent, QueryEngineTool, VectorStoreIndex } from "llamaindex";
-import { SimpleDirectoryReader } from "@llamaindex/readers/directory";
+import {
+  QueryEngineTool,
+  ReActAgent,
+  Settings,
+  VectorStoreIndex,
+} from "llamaindex";
+
 import { FGARetriever } from "@auth0/ai-llamaindex";
+import { openai, OpenAIEmbedding } from "@llamaindex/openai";
+import { SimpleDirectoryReader } from "@llamaindex/readers/directory";
 
 /**
 /**
@@ -23,6 +30,13 @@ import { FGARetriever } from "@auth0/ai-llamaindex";
  *
  * The output of the query depends on the user's permissions to view the documents.
  */
+
+Settings.llm = openai({
+  model: "gpt-4o-mini",
+});
+
+Settings.embedModel = new OpenAIEmbedding({ model: "text-embedding-3-small" });
+
 async function main() {
   console.log(
     "\n..:: LlamaIndex Example: Retrievers with Auth0 FGA (Fine-Grained Authorization)\n\n"
@@ -30,8 +44,10 @@ async function main() {
 
   // UserID
   const user = "user1";
+  
   // 1. Read and load documents from the assets folder
   const documents = await new SimpleDirectoryReader().loadData("./assets/docs");
+  
   // 2. Create an in-memory vector store from the documents using the default OpenAI embeddings
   const vectorStoreIndex = await VectorStoreIndex.fromDocuments(documents);
   // 3. Create a retriever that uses FGA to gate fetching documents on permissions.
@@ -45,35 +61,50 @@ async function main() {
       relation: "viewer",
     }),
   });
+  
   // 4. Create a query engine and convert it into a tool
   const queryEngine = vectorStoreIndex.asQueryEngine({ retriever });
+  
   const tools = [
     new QueryEngineTool({
       queryEngine,
       metadata: {
-        name: "zeko-internal-tool",
-        description: `This tool can answer detailed questions about ZEKO.`,
+        name: "zeko_document_search",
+        description: `Use this tool to search and retrieve information about ZEKO company, including forecasts, financial data, company information, products, and services. This tool searches through authorized ZEKO documents and returns relevant information.`,
       },
     }),
   ];
 
   // 5. Create an agent using the tools array and OpenAI GPT-4 LLM
-  const agent = new OpenAIAgent({ tools });
+  const agent = new ReActAgent({ 
+    tools,
+    systemPrompt: `You are a helpful assistant that has access to tools to answer questions about ZEKO company. When a user asks about ZEKO, always use the available tools to search for information. You have access to a document search tool that can find information about ZEKO.`
+  });
 
   // 6. Query the agent
   let response = await agent.chat({ message: "Show me forecast for ZEKO?" });
 
   /**
-   * Output: `The provided document does not contain any specific forecast information...`
+   * Output: `The forecast for ZEKO Advanced Systems Inc. (ZAS) appears positive due to several key factors...`
+   * This is based on the publicly available information from public-doc.md since user1 only has
+   * access to public documents. The detailed bearish forecast in private-doc.md is not accessible.
    */
   console.log(response.message.content);
 
+  console.log("\n💡 Expected behavior:");
+  console.log("   - Current user 'user1' only has access to 'public-doc'");
+  console.log("   - Agent generates positive forecast based on public company information");
+  console.log("   - The detailed bearish forecast in 'private-doc' is protected by FGA");
+  console.log("   - To access private-doc, add this tuple to FGA:");
+  console.log('     { user: "user:user1", relation: "viewer", object: "doc:private-doc" }');
+
   /**
    * If we add the following tuple to the Auth0 FGA:
    *
    *    { user: "user:user1", relation: "viewer", object: "doc:private-doc" }
    *
-   * Then, the output will be: `The forecast for Zeko Advanced Systems Inc. (ZEKO) for fiscal year 2025...`
+   * Then, the output will include the detailed bearish forecast from private-doc.md:
+   * "The forecast for Zeko Advanced Systems Inc. (ZEKO) for fiscal year 2025..."
    */
 }
 
diff --git a/authorization-for-rag/llamaindex-agentic-js/package-lock.json b/authorization-for-rag/llamaindex-agentic-js/package-lock.json
index 99803c3c..9d731be4 100644
--- a/authorization-for-rag/llamaindex-agentic-js/package-lock.json
+++ b/authorization-for-rag/llamaindex-agentic-js/package-lock.json
@@ -9,37 +9,36 @@
       "version": "0.0.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "@auth0/ai-llamaindex": "^2.0.0",
-        "@llamaindex/readers": "^3.0.2",
+        "@auth0/ai-llamaindex": "^4.0.0",
+        "@llamaindex/readers": "^3.1.21",
         "@openfga/sdk": "^0.8.0",
-        "dotenv": "^16.4.7",
-        "llamaindex": "^0.9.16"
+        "dotenv": "^17.2.3",
+        "llamaindex": "^0.11.28"
       }
     },
     "node_modules/@auth0/ai": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-2.0.1.tgz",
-      "integrity": "sha512-Wv/H1kUcutbhEVVA4ZGxQZfcIY+GVjX8j6LvM1XHto5kYOVY3/AHygY5gTSR+wzkq56cWyVRkTQhL4UtfSh8iA==",
-      "license": "Apache-2.0",
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-5.0.0.tgz",
+      "integrity": "sha512-lvMXNup/vkpA+gWu0Bs2MouM0P5hNpIWInZQwkGmyd5LCBEDN1MbZprdeBj0b/KgfdkaLu+psTDXbPCIB9AugQ==",
       "dependencies": {
         "@openfga/sdk": "^0.8.0",
-        "auth0": "^4.18.0",
+        "auth0": "^4.30.0",
         "jose": "^5.9.6",
         "openid-client": "^6.1.7",
         "stable-hash": "^0.0.5",
         "tempbox": "^1.1.1",
-        "zod": "^3.24.2"
+        "zod": "^3.25.76"
       }
     },
     "node_modules/@auth0/ai-llamaindex": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@auth0/ai-llamaindex/-/ai-llamaindex-2.0.0.tgz",
-      "integrity": "sha512-YMtJ2WT7Ru+yWRpTS5JiqIQ9kqwkyh1/iEt7zPqIouS3XCTA7JC7hVeaF71NV2RsdlIZT/n1DCdgzYFEOd7R7g==",
-      "license": "Apache-2.0",
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai-llamaindex/-/ai-llamaindex-4.0.0.tgz",
+      "integrity": "sha512-Eli7H7tQ+zfoBWGeCzTP5p/BJC3H9ew0jYIQ6kmtNGLnXJhcddrg+cRjIr9z9vkGZMAiiveATR498eXYELKKtw==",
       "dependencies": {
         "@auth0/ai": "*",
+        "@llamaindex/openai": "^0.4.18",
         "html-to-text": "^9.0.5",
-        "llamaindex": "^0.9.0",
+        "llamaindex": "^0.11.28",
         "lodash": "^4.17.21",
         "magic-bytes.js": "^1.10.0"
       },
@@ -51,7 +50,6 @@
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/sha256-js/-/sha256-js-5.2.0.tgz",
       "integrity": "sha512-FFQQyu7edu4ufvIZ+OadFpHHOt+eSTBaYaki44c+akjg7qZg9oOQeLlk77F6tSYqjDAFClrHJk9tMf0HdVyOvA==",
-      "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/util": "^5.2.0",
         "@aws-sdk/types": "^3.222.0",
@@ -65,7 +63,6 @@
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/util/-/util-5.2.0.tgz",
       "integrity": "sha512-4RkU9EsI6ZpBve5fseQlGNUWKMa1RLPQ1dnjnQoe07ldfIzcsGb5hC5W0Dm7u423KWzawlrpbjXBrXCEv9zazQ==",
-      "license": "Apache-2.0",
       "dependencies": {
         "@aws-sdk/types": "^3.222.0",
         "@smithy/util-utf8": "^2.0.0",
@@ -73,312 +70,101 @@
       }
     },
     "node_modules/@aws-sdk/types": {
-      "version": "3.775.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/types/-/types-3.775.0.tgz",
-      "integrity": "sha512-ZoGKwa4C9fC9Av6bdfqcW6Ix5ot05F/S4VxWR2nHuMv7hzfmAjTOcUiWT7UR4hM/U0whf84VhDtXN/DWAk52KA==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@smithy/types": "^4.2.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/abort-controller": {
-      "version": "2.1.2",
-      "resolved": "https://registry.npmjs.org/@azure/abort-controller/-/abort-controller-2.1.2.tgz",
-      "integrity": "sha512-nBrLsEWm4J2u5LpAPjxADTlq3trDgVZZXHNKabeXZtpq3d3AbN/KGO82R87rdDz5/lYB024rtEf10/q0urNgsA==",
-      "license": "MIT",
-      "dependencies": {
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/core-auth": {
-      "version": "1.9.0",
-      "resolved": "https://registry.npmjs.org/@azure/core-auth/-/core-auth-1.9.0.tgz",
-      "integrity": "sha512-FPwHpZywuyasDSLMqJ6fhbOK3TqUdviZNF8OqRGA4W5Ewib2lEEZ+pBsYcBa88B2NGO/SEnYPGhyBqNlE8ilSw==",
-      "license": "MIT",
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-util": "^1.11.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/core-client": {
-      "version": "1.9.3",
-      "resolved": "https://registry.npmjs.org/@azure/core-client/-/core-client-1.9.3.tgz",
-      "integrity": "sha512-/wGw8fJ4mdpJ1Cum7s1S+VQyXt1ihwKLzfabS1O/RDADnmzVc01dHn44qD0BvGH6KlZNzOMW95tEpKqhkCChPA==",
-      "license": "MIT",
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-auth": "^1.4.0",
-        "@azure/core-rest-pipeline": "^1.9.1",
-        "@azure/core-tracing": "^1.0.0",
-        "@azure/core-util": "^1.6.1",
-        "@azure/logger": "^1.0.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/core-http-compat": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/@azure/core-http-compat/-/core-http-compat-2.2.0.tgz",
-      "integrity": "sha512-1kW8ZhN0CfbNOG6C688z5uh2yrzALE7dDXHiR9dY4vt+EbhGZQSbjDa5bQd2rf3X2pdWMsXbqbArxUyeNdvtmg==",
-      "license": "MIT",
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-client": "^1.3.0",
-        "@azure/core-rest-pipeline": "^1.19.0"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/core-lro": {
-      "version": "2.7.2",
-      "resolved": "https://registry.npmjs.org/@azure/core-lro/-/core-lro-2.7.2.tgz",
-      "integrity": "sha512-0YIpccoX8m/k00O7mDDMdJpbr6mf1yWo2dfmxt5A8XVZVVMz2SSKaEbMCeJRvgQ0IaSlqhjT47p4hVIRRy90xw==",
-      "license": "MIT",
+      "version": "3.910.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/types/-/types-3.910.0.tgz",
+      "integrity": "sha512-o67gL3vjf4nhfmuSUNNkit0d62QJEwwHLxucwVJkR/rw9mfUtAWsgBs8Tp16cdUbMgsyQtCQilL8RAJDoGtadQ==",
       "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-util": "^1.2.0",
-        "@azure/logger": "^1.0.0",
+        "@smithy/types": "^4.7.1",
         "tslib": "^2.6.2"
       },
       "engines": {
         "node": ">=18.0.0"
       }
     },
-    "node_modules/@azure/core-paging": {
-      "version": "1.6.2",
-      "resolved": "https://registry.npmjs.org/@azure/core-paging/-/core-paging-1.6.2.tgz",
-      "integrity": "sha512-YKWi9YuCU04B55h25cnOYZHxXYtEvQEbKST5vqRga7hWY9ydd3FZHdeQF8pyh+acWZvppw13M/LMGx0LABUVMA==",
-      "license": "MIT",
-      "dependencies": {
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/core-rest-pipeline": {
-      "version": "1.19.1",
-      "resolved": "https://registry.npmjs.org/@azure/core-rest-pipeline/-/core-rest-pipeline-1.19.1.tgz",
-      "integrity": "sha512-zHeoI3NCs53lLBbWNzQycjnYKsA1CVKlnzSNuSFcUDwBp8HHVObePxrM7HaX+Ha5Ks639H7chNC9HOaIhNS03w==",
-      "license": "MIT",
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-auth": "^1.8.0",
-        "@azure/core-tracing": "^1.0.1",
-        "@azure/core-util": "^1.11.0",
-        "@azure/logger": "^1.0.0",
-        "http-proxy-agent": "^7.0.0",
-        "https-proxy-agent": "^7.0.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/core-tracing": {
-      "version": "1.2.0",
-      "resolved": "https://registry.npmjs.org/@azure/core-tracing/-/core-tracing-1.2.0.tgz",
-      "integrity": "sha512-UKTiEJPkWcESPYJz3X5uKRYyOcJD+4nYph+KpfdPRnQJVrZfk0KJgdnaAWKfhsBBtAf/D58Az4AvCJEmWgIBAg==",
-      "license": "MIT",
-      "dependencies": {
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/core-util": {
-      "version": "1.11.0",
-      "resolved": "https://registry.npmjs.org/@azure/core-util/-/core-util-1.11.0.tgz",
-      "integrity": "sha512-DxOSLua+NdpWoSqULhjDyAZTXFdP/LKkqtYuxxz1SCN289zk3OG8UOpnCQAz/tygyACBtWp/BoO72ptK7msY8g==",
-      "license": "MIT",
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/cosmos": {
-      "version": "4.3.0",
-      "resolved": "https://registry.npmjs.org/@azure/cosmos/-/cosmos-4.3.0.tgz",
-      "integrity": "sha512-0Ls3l1uWBBSphx6YRhnM+w7rSvq8qVugBCdO6kSiNuRYXEf6+YWLjbzz4e7L2kkz/6ScFdZIOJYP+XtkiRYOhA==",
-      "license": "MIT",
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-auth": "^1.7.1",
-        "@azure/core-rest-pipeline": "^1.15.1",
-        "@azure/core-tracing": "^1.1.1",
-        "@azure/core-util": "^1.8.1",
-        "@azure/keyvault-keys": "^4.8.0",
-        "fast-json-stable-stringify": "^2.1.0",
-        "jsbi": "^4.3.0",
-        "priorityqueuejs": "^2.0.0",
-        "semaphore": "^1.1.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/keyvault-common": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@azure/keyvault-common/-/keyvault-common-2.0.0.tgz",
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-      "license": "MIT",
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-auth": "^1.3.0",
-        "@azure/core-client": "^1.5.0",
-        "@azure/core-rest-pipeline": "^1.8.0",
-        "@azure/core-tracing": "^1.0.0",
-        "@azure/core-util": "^1.10.0",
-        "@azure/logger": "^1.1.4",
-        "tslib": "^2.2.0"
-      },
-      "engines": {
-        "node": ">=18.0.0"
-      }
-    },
-    "node_modules/@azure/keyvault-keys": {
-      "version": "4.9.0",
-      "resolved": "https://registry.npmjs.org/@azure/keyvault-keys/-/keyvault-keys-4.9.0.tgz",
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-      "license": "MIT",
-      "dependencies": {
-        "@azure/abort-controller": "^2.0.0",
-        "@azure/core-auth": "^1.3.0",
-        "@azure/core-client": "^1.5.0",
-        "@azure/core-http-compat": "^2.0.1",
-        "@azure/core-lro": "^2.2.0",
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-      "license": "MIT"
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
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@@ -2366,38 +1853,27 @@
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-      "license": "BSD-2-Clause"
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-      "license": "MIT",
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-      "license": "MIT",
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+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
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diff --git a/authorization-for-rag/llamaindex-agentic-js/package.json b/authorization-for-rag/llamaindex-agentic-js/package.json
index 58e74157..94f73742 100644
--- a/authorization-for-rag/llamaindex-agentic-js/package.json
+++ b/authorization-for-rag/llamaindex-agentic-js/package.json
@@ -14,10 +14,10 @@
     "fga:init": "npx tsx ./scripts/fga-init.ts"
   },
   "dependencies": {
-    "@auth0/ai-llamaindex": "^2.0.0",
-    "@llamaindex/readers": "^3.0.2",
+    "@auth0/ai-llamaindex": "^4.0.0",
+    "@llamaindex/readers": "^3.1.21",
     "@openfga/sdk": "^0.8.0",
-    "dotenv": "^16.4.7",
-    "llamaindex": "^0.9.16"
+    "dotenv": "^17.2.3",
+    "llamaindex": "^0.11.28"
   }
 }
diff --git a/authorization-for-rag/llamaindex-js/bun.lock b/authorization-for-rag/llamaindex-js/bun.lock
new file mode 100644
index 00000000..5f2a36a0
--- /dev/null
+++ b/authorization-for-rag/llamaindex-js/bun.lock
@@ -0,0 +1,372 @@
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+  "workspaces": {
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+        "@llamaindex/openai": "^0.4.20",
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+        "llamaindex": "^0.11.28",
+      },
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+  "overrides": {
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+  },
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+
+    "@llamaindex/core/zod": ["zod@4.1.12", "https://a0us.jfrog.io/artifactory/api/npm/npm/zod/-/zod-4.1.12.tgz", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
+    "@llamaindex/node-parser/@llamaindex/core": ["@llamaindex/core@0.6.21", "https://a0us.jfrog.io/artifactory/api/npm/npm/@llamaindex/core/-/core-0.6.21.tgz", { "dependencies": { "@finom/zod-to-json-schema": "3.24.11", "@llamaindex/env": "0.1.30", "@types/node": "^24.0.13", "magic-bytes.js": "^1.10.0", "zod": "^4.1.5" } }, "sha512-CtR7k5hVyH3AraXNvtjCxbNTJhjyrzdyLhfiFWtVu2a9+ct8uRYqM8YGHBsG6qgYtQUQjfZPWvo1nXpig9UCOw=="],
+
+    "@llamaindex/workflow/@llamaindex/core": ["@llamaindex/core@0.6.21", "https://a0us.jfrog.io/artifactory/api/npm/npm/@llamaindex/core/-/core-0.6.21.tgz", { "dependencies": { "@finom/zod-to-json-schema": "3.24.11", "@llamaindex/env": "0.1.30", "@types/node": "^24.0.13", "magic-bytes.js": "^1.10.0", "zod": "^4.1.5" } }, "sha512-CtR7k5hVyH3AraXNvtjCxbNTJhjyrzdyLhfiFWtVu2a9+ct8uRYqM8YGHBsG6qgYtQUQjfZPWvo1nXpig9UCOw=="],
+
+    "are-we-there-yet/readable-stream": ["readable-stream@3.6.2", "", { "dependencies": { "inherits": "^2.0.3", "string_decoder": "^1.1.1", "util-deprecate": "^1.0.1" } }, "sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA=="],
+
+    "auth0/jose": ["jose@4.15.9", "", {}, "sha512-1vUQX+IdDMVPj4k8kOxgUqlcK518yluMuGZwqlr44FS1ppZB/5GWh4rZG89erpOBOJjU/OBsnCVFfapsRz6nEA=="],
+
+    "auth0/undici-types": ["undici-types@6.20.0", "", {}, "sha512-Ny6QZ2Nju20vw1SRHe3d9jVu6gJ+4e3+MMpqu7pqE5HT6WsTSlce++GQmK5UXS8mzV8DSYHrQH+Xrf2jVcuKNg=="],
+
+    "fs-minipass/minipass": ["minipass@3.3.6", "", { "dependencies": { "yallist": "^4.0.0" } }, "sha512-DxiNidxSEK+tHG6zOIklvNOwm3hvCrbUrdtzY74U6HKTJxvIDfOUL5W5P2Ghd3DTkhhKPYGqeNUIh5qcM4YBfw=="],
+
+    "llamaindex/@llamaindex/core": ["@llamaindex/core@0.6.21", "https://a0us.jfrog.io/artifactory/api/npm/npm/@llamaindex/core/-/core-0.6.21.tgz", { "dependencies": { "@finom/zod-to-json-schema": "3.24.11", "@llamaindex/env": "0.1.30", "@types/node": "^24.0.13", "magic-bytes.js": "^1.10.0", "zod": "^4.1.5" } }, "sha512-CtR7k5hVyH3AraXNvtjCxbNTJhjyrzdyLhfiFWtVu2a9+ct8uRYqM8YGHBsG6qgYtQUQjfZPWvo1nXpig9UCOw=="],
+
+    "make-dir/semver": ["semver@6.3.1", "", { "bin": "bin/semver.js" }, "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA=="],
+
+    "mammoth/@xmldom/xmldom": ["@xmldom/xmldom@0.8.10", "", {}, "sha512-2WALfTl4xo2SkGCYRt6rDTFfk9R1czmBvUQy12gK2KuRKIpWEhcbbzy8EZXtz/jkRqHX8bFEc6FC1HjX4TUWYw=="],
+
+    "minizlib/minipass": ["minipass@3.3.6", "", { "dependencies": { "yallist": "^4.0.0" } }, "sha512-DxiNidxSEK+tHG6zOIklvNOwm3hvCrbUrdtzY74U6HKTJxvIDfOUL5W5P2Ghd3DTkhhKPYGqeNUIh5qcM4YBfw=="],
+
+    "openid-client/jose": ["jose@6.0.10", "", {}, "sha512-skIAxZqcMkOrSwjJvplIPYrlXGpxTPnro2/QWTDCxAdWQrSTV5/KqspMWmi5WAx5+ULswASJiZ0a+1B/Lxt9cw=="],
+
+    "@llamaindex/cloud/@llamaindex/core/zod": ["zod@4.1.12", "https://a0us.jfrog.io/artifactory/api/npm/npm/zod/-/zod-4.1.12.tgz", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
+    "@llamaindex/node-parser/@llamaindex/core/zod": ["zod@4.1.12", "https://a0us.jfrog.io/artifactory/api/npm/npm/zod/-/zod-4.1.12.tgz", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
+    "@llamaindex/workflow/@llamaindex/core/zod": ["zod@4.1.12", "https://a0us.jfrog.io/artifactory/api/npm/npm/zod/-/zod-4.1.12.tgz", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
+    "are-we-there-yet/readable-stream/string_decoder": ["string_decoder@1.3.0", "", { "dependencies": { "safe-buffer": "~5.2.0" } }, "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA=="],
+
+    "llamaindex/@llamaindex/core/zod": ["zod@4.1.12", "https://a0us.jfrog.io/artifactory/api/npm/npm/zod/-/zod-4.1.12.tgz", {}, "sha512-JInaHOamG8pt5+Ey8kGmdcAcg3OL9reK8ltczgHTAwNhMys/6ThXHityHxVV2p3fkw/c+MAvBHFVYHFZDmjMCQ=="],
+
+    "are-we-there-yet/readable-stream/string_decoder/safe-buffer": ["safe-buffer@5.2.1", "", {}, "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ=="],
+  }
+}
diff --git a/authorization-for-rag/llamaindex-js/index.ts b/authorization-for-rag/llamaindex-js/index.ts
index dfa84fe0..b0e4bc6a 100644
--- a/authorization-for-rag/llamaindex-js/index.ts
+++ b/authorization-for-rag/llamaindex-js/index.ts
@@ -5,8 +5,10 @@
  */
 import "dotenv/config";
 
-import { VectorStoreIndex } from "llamaindex";
+import { Settings, VectorStoreIndex } from "llamaindex";
+
 import { FGARetriever } from "@auth0/ai-llamaindex";
+import { openai, OpenAIEmbedding } from "@llamaindex/openai";
 
 import { readDocuments } from "./helpers/read-documents";
 
@@ -23,6 +25,13 @@ import { readDocuments } from "./helpers/read-documents";
  *
  * The output of the query depends on the user's permissions to view the documents.
  */
+
+Settings.llm = openai({
+  model: "gpt-4o-mini",
+});
+
+Settings.embedModel = new OpenAIEmbedding({ model: "text-embedding-3-small" });
+
 async function main() {
   console.log(
     "\n..:: LlamaIndex Example: Retrievers with Auth0 FGA (Fine-Grained Authorization)\n\n"
diff --git a/authorization-for-rag/llamaindex-js/package-lock.json b/authorization-for-rag/llamaindex-js/package-lock.json
index 8640c052..e6f59cb5 100644
--- a/authorization-for-rag/llamaindex-js/package-lock.json
+++ b/authorization-for-rag/llamaindex-js/package-lock.json
@@ -9,37 +9,37 @@
       "version": "0.0.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "@auth0/ai-llamaindex": "^2.0.0",
-        "@llamaindex/readers": "^3.0.2",
+        "@auth0/ai-llamaindex": "^4.0.0",
+        "@llamaindex/openai": "^0.4.20",
+        "@llamaindex/readers": "^3.1.21",
         "@openfga/sdk": "^0.8.0",
         "dotenv": "^16.4.7",
-        "llamaindex": "^0.9.16"
+        "llamaindex": "^0.11.28"
       }
     },
     "node_modules/@auth0/ai": {
-      "version": "2.0.1",
-      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-2.0.1.tgz",
-      "integrity": "sha512-Wv/H1kUcutbhEVVA4ZGxQZfcIY+GVjX8j6LvM1XHto5kYOVY3/AHygY5gTSR+wzkq56cWyVRkTQhL4UtfSh8iA==",
-      "license": "Apache-2.0",
+      "version": "5.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai/-/ai-5.0.0.tgz",
+      "integrity": "sha512-lvMXNup/vkpA+gWu0Bs2MouM0P5hNpIWInZQwkGmyd5LCBEDN1MbZprdeBj0b/KgfdkaLu+psTDXbPCIB9AugQ==",
       "dependencies": {
         "@openfga/sdk": "^0.8.0",
-        "auth0": "^4.18.0",
+        "auth0": "^4.30.0",
         "jose": "^5.9.6",
         "openid-client": "^6.1.7",
         "stable-hash": "^0.0.5",
         "tempbox": "^1.1.1",
-        "zod": "^3.24.2"
+        "zod": "^3.25.76"
       }
     },
     "node_modules/@auth0/ai-llamaindex": {
-      "version": "2.0.0",
-      "resolved": "https://registry.npmjs.org/@auth0/ai-llamaindex/-/ai-llamaindex-2.0.0.tgz",
-      "integrity": "sha512-YMtJ2WT7Ru+yWRpTS5JiqIQ9kqwkyh1/iEt7zPqIouS3XCTA7JC7hVeaF71NV2RsdlIZT/n1DCdgzYFEOd7R7g==",
-      "license": "Apache-2.0",
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/@auth0/ai-llamaindex/-/ai-llamaindex-4.0.0.tgz",
+      "integrity": "sha512-Eli7H7tQ+zfoBWGeCzTP5p/BJC3H9ew0jYIQ6kmtNGLnXJhcddrg+cRjIr9z9vkGZMAiiveATR498eXYELKKtw==",
       "dependencies": {
         "@auth0/ai": "*",
+        "@llamaindex/openai": "^0.4.18",
         "html-to-text": "^9.0.5",
-        "llamaindex": "^0.9.0",
+        "llamaindex": "^0.11.28",
         "lodash": "^4.17.21",
         "magic-bytes.js": "^1.10.0"
       },
@@ -47,72 +47,10 @@
         "@openfga/sdk": "^0.8.0"
       }
     },
-    "node_modules/@aws-crypto/sha256-browser": {
-      "version": "5.2.0",
-      "resolved": "https://registry.npmjs.org/@aws-crypto/sha256-browser/-/sha256-browser-5.2.0.tgz",
-      "integrity": "sha512-AXfN/lGotSQwu6HNcEsIASo7kWXZ5HYWvfOmSNKDsEqC4OashTp8alTmaz+F7TC2L083SFv5RdB+qU3Vs1kZqw==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@aws-crypto/sha256-js": "^5.2.0",
-        "@aws-crypto/supports-web-crypto": "^5.2.0",
-        "@aws-crypto/util": "^5.2.0",
-        "@aws-sdk/types": "^3.222.0",
-        "@aws-sdk/util-locate-window": "^3.0.0",
-        "@smithy/util-utf8": "^2.0.0",
-        "tslib": "^2.6.2"
-      }
-    },
-    "node_modules/@aws-crypto/sha256-browser/node_modules/@smithy/is-array-buffer": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/@smithy/is-array-buffer/-/is-array-buffer-2.2.0.tgz",
-      "integrity": "sha512-GGP3O9QFD24uGeAXYUjwSTXARoqpZykHadOmA8G5vfJPK0/DC67qa//0qvqrJzL1xc8WQWX7/yc7fwudjPHPhA==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=14.0.0"
-      }
-    },
-    "node_modules/@aws-crypto/sha256-browser/node_modules/@smithy/util-buffer-from": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/@smithy/util-buffer-from/-/util-buffer-from-2.2.0.tgz",
-      "integrity": "sha512-IJdWBbTcMQ6DA0gdNhh/BwrLkDR+ADW5Kr1aZmd4k3DIF6ezMV4R2NIAmT08wQJ3yUK82thHWmC/TnK/wpMMIA==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@smithy/is-array-buffer": "^2.2.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=14.0.0"
-      }
-    },
-    "node_modules/@aws-crypto/sha256-browser/node_modules/@smithy/util-utf8": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-2.3.0.tgz",
-      "integrity": "sha512-R8Rdn8Hy72KKcebgLiv8jQcQkXoLMOGGv5uI1/k0l+snqkOzQ1R0ChUBCxWMlBsFMekWjq0wRudIweFs7sKT5A==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "@smithy/util-buffer-from": "^2.2.0",
-        "tslib": "^2.6.2"
-      },
-      "engines": {
-        "node": ">=14.0.0"
-      }
-    },
     "node_modules/@aws-crypto/sha256-js": {
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/sha256-js/-/sha256-js-5.2.0.tgz",
       "integrity": "sha512-FFQQyu7edu4ufvIZ+OadFpHHOt+eSTBaYaki44c+akjg7qZg9oOQeLlk77F6tSYqjDAFClrHJk9tMf0HdVyOvA==",
-      "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/util": "^5.2.0",
         "@aws-sdk/types": "^3.222.0",
@@ -122,2591 +60,307 @@
         "node": ">=16.0.0"
       }
     },
-    "node_modules/@aws-crypto/supports-web-crypto": {
-      "version": "5.2.0",
-      "resolved": "https://registry.npmjs.org/@aws-crypto/supports-web-crypto/-/supports-web-crypto-5.2.0.tgz",
-      "integrity": "sha512-iAvUotm021kM33eCdNfwIN//F77/IADDSs58i+MDaOqFrVjZo9bAal0NK7HurRuWLLpF1iLX7gbWrjHjeo+YFg==",
-      "license": "Apache-2.0",
-      "optional": true,
-      "peer": true,
-      "dependencies": {
-        "tslib": "^2.6.2"
-      }
-    },
     "node_modules/@aws-crypto/util": {
       "version": "5.2.0",
       "resolved": "https://registry.npmjs.org/@aws-crypto/util/-/util-5.2.0.tgz",
       "integrity": "sha512-4RkU9EsI6ZpBve5fseQlGNUWKMa1RLPQ1dnjnQoe07ldfIzcsGb5hC5W0Dm7u423KWzawlrpbjXBrXCEv9zazQ==",
-      "license": "Apache-2.0",
       "dependencies": {
         "@aws-sdk/types": "^3.222.0",
         "@smithy/util-utf8": "^2.0.0",
         "tslib": "^2.6.2"
       }
     },
-    "node_modules/@aws-crypto/util/node_modules/@smithy/is-array-buffer": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/@smithy/is-array-buffer/-/is-array-buffer-2.2.0.tgz",
-      "integrity": "sha512-GGP3O9QFD24uGeAXYUjwSTXARoqpZykHadOmA8G5vfJPK0/DC67qa//0qvqrJzL1xc8WQWX7/yc7fwudjPHPhA==",
-      "license": "Apache-2.0",
+    "node_modules/@aws-sdk/types": {
+      "version": "3.910.0",
+      "resolved": "https://registry.npmjs.org/@aws-sdk/types/-/types-3.910.0.tgz",
+      "integrity": "sha512-o67gL3vjf4nhfmuSUNNkit0d62QJEwwHLxucwVJkR/rw9mfUtAWsgBs8Tp16cdUbMgsyQtCQilL8RAJDoGtadQ==",
       "dependencies": {
+        "@smithy/types": "^4.7.1",
         "tslib": "^2.6.2"
       },
       "engines": {
-        "node": ">=14.0.0"
+        "node": ">=18.0.0"
       }
     },
-    "node_modules/@aws-crypto/util/node_modules/@smithy/util-buffer-from": {
-      "version": "2.2.0",
-      "resolved": "https://registry.npmjs.org/@smithy/util-buffer-from/-/util-buffer-from-2.2.0.tgz",
-      "integrity": "sha512-IJdWBbTcMQ6DA0gdNhh/BwrLkDR+ADW5Kr1aZmd4k3DIF6ezMV4R2NIAmT08wQJ3yUK82thHWmC/TnK/wpMMIA==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@smithy/is-array-buffer": "^2.2.0",
-        "tslib": "^2.6.2"
-      },
+    "node_modules/@discoveryjs/json-ext": {
+      "version": "0.6.3",
+      "resolved": "https://registry.npmjs.org/@discoveryjs/json-ext/-/json-ext-0.6.3.tgz",
+      "integrity": "sha512-4B4OijXeVNOPZlYA2oEwWOTkzyltLao+xbotHQeqN++Rv27Y6s818+n2Qkp8q+Fxhn0t/5lA5X1Mxktud8eayQ==",
       "engines": {
-        "node": ">=14.0.0"
+        "node": ">=14.17.0"
       }
     },
-    "node_modules/@aws-crypto/util/node_modules/@smithy/util-utf8": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/@smithy/util-utf8/-/util-utf8-2.3.0.tgz",
-      "integrity": "sha512-R8Rdn8Hy72KKcebgLiv8jQcQkXoLMOGGv5uI1/k0l+snqkOzQ1R0ChUBCxWMlBsFMekWjq0wRudIweFs7sKT5A==",
-      "license": "Apache-2.0",
-      "dependencies": {
-        "@smithy/util-buffer-from": "^2.2.0",
-        "tslib": "^2.6.2"
+    "node_modules/@llama-flow/core": {
+      "version": "0.4.4",
+      "resolved": "https://registry.npmjs.org/@llama-flow/core/-/core-0.4.4.tgz",
+      "integrity": "sha512-hwK1EQ+atUG/E7XcDV3KsTaA8op29pb8gbpVurpsqbLnGFkdTT4F/6V7Hy1cC2o/yOY+DKc/rxoIsH1uJS0cZg==",
+      "peer": true,
+      "peerDependencies": {
+        "@modelcontextprotocol/sdk": "^1.7.0",
+        "hono": "^4.7.4",
+        "next": "^15.2.2",
+        "p-retry": "^6.2.1",
+        "rxjs": "^7.8.2",
+        "zod": "^3.24.2"
       },
-      "engines": {
-        "node": ">=14.0.0"
+      "peerDependenciesMeta": {
+        "@modelcontextprotocol/sdk": {
+          "optional": true
+        },
+        "hono": {
+          "optional": true
+        },
+        "next": {
+          "optional": true
+        },
+        "p-retry": {
+          "optional": true
+        },
+        "rxjs": {
+          "optional": true
+        },
+        "zod": {
+          "optional": true
+        }
       }
     },
-    "node_modules/@aws-sdk/client-cognito-identity": {
-      "version": "3.742.0",
-      "resolved": "https://registry.npmjs.org/@aws-sdk/client-cognito-identity/-/client-cognito-identity-3.742.0.tgz",
-      "integrity": "sha512-H8L7mPeKXy5rbLHZcCxpQEqpQmC/nHMxefQkLd5brMKK6CwHgWPq1aJdPrq+qaiyPXBSEJjXzRZktggMpn3NEA==",
-      "license": "Apache-2.0",
-      "optional": true,
+    "node_modules/@llamaindex/core": {
+      "version": "0.6.22",
+      "resolved": "https://registry.npmjs.org/@llamaindex/core/-/core-0.6.22.tgz",
+      "integrity": "sha512-/BXyemkvpxMaUhOkbwJ2PTvzKjSWkL8+6QLpz/n+pk8xBwMMe1GVBgli/J57gCyi8GbrlBafBj6GaPOgWub2Eg==",
       "peer": true,
       "dependencies": {
-        "@aws-crypto/sha256-browser": "5.2.0",
-        "@aws-crypto/sha256-js": "5.2.0",
-        "@aws-sdk/core": "3.734.0",
-        "@aws-sdk/credential-provider-node": "3.741.0",
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diff --git a/authorization-for-rag/llamaindex-js/package.json b/authorization-for-rag/llamaindex-js/package.json
index 1fdf83f6..663160ca 100644
--- a/authorization-for-rag/llamaindex-js/package.json
+++ b/authorization-for-rag/llamaindex-js/package.json
@@ -14,10 +14,11 @@
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diff --git a/authorization-for-rag/openai-fga-js/package-lock.json b/authorization-for-rag/openai-fga-js/package-lock.json
index 58f55144..3408de67 100644
--- a/authorization-for-rag/openai-fga-js/package-lock.json
+++ b/authorization-for-rag/openai-fga-js/package-lock.json
@@ -9,36 +9,34 @@
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@@ -506,48 +556,10 @@
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-      "funding": [
-        {
-          "type": "github",
-          "url": "https://github.com/sponsors/jimmywarting"
-        },
-        {
-          "type": "github",
-          "url": "https://paypal.me/jimmywarting"
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-      },
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-      "license": "MIT",
+      "version": "3.8.2",
+      "resolved": "https://registry.npmjs.org/oauth4webapi/-/oauth4webapi-3.8.2.tgz",
+      "integrity": "sha512-FzZZ+bht5X0FKe7Mwz3DAVAmlH1BV5blSak/lHMBKz0/EBMhX6B10GlQYI51+oRp8ObJaX0g6pXrAxZh5s8rjw==",
       "funding": {
         "url": "https://github.com/sponsors/panva"
       }
@@ -561,25 +573,15 @@
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-      "license": "Apache-2.0",
-      "dependencies": {
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-        "form-data-encoder": "1.7.2",
-        "formdata-node": "^4.3.2",
-        "node-fetch": "^2.6.7"
-      },
+      "version": "6.3.0",
+      "resolved": "https://registry.npmjs.org/openai/-/openai-6.3.0.tgz",
+      "integrity": "sha512-E6vOGtZvdcb4yXQ5jXvDlUG599OhIkb/GjBLZXS+qk0HF+PJReIldEc9hM8Ft81vn+N6dRdFRb7BZNK8bbvXrw==",
       "bin": {
         "openai": "bin/cli"
       },
       "peerDependencies": {
         "ws": "^8.18.0",
-        "zod": "^3.23.8"
+        "zod": "^3.25 || ^4.0"
       },
       "peerDependenciesMeta": {
         "ws": {
@@ -591,38 +593,36 @@
       }
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-      "resolved": "https://registry.npmjs.org/openid-client/-/openid-client-6.3.4.tgz",
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-      "license": "MIT",
+      "version": "6.8.1",
+      "resolved": "https://registry.npmjs.org/openid-client/-/openid-client-6.8.1.tgz",
+      "integrity": "sha512-VoYT6enBo6Vj2j3Q5Ec0AezS+9YGzQo1f5Xc42lreMGlfP4ljiXPKVDvCADh+XHCV/bqPu/wWSiCVXbJKvrODw==",
       "dependencies": {
-        "jose": "^6.0.10",
-        "oauth4webapi": "^3.3.1"
+        "jose": "^6.1.0",
+        "oauth4webapi": "^3.8.2"
       },
       "funding": {
         "url": "https://github.com/sponsors/panva"
       }
     },
     "node_modules/openid-client/node_modules/jose": {
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-      "license": "MIT",
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+      "resolved": "https://registry.npmjs.org/jose/-/jose-6.1.0.tgz",
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       "funding": {
         "url": "https://github.com/sponsors/panva"
       }
     },
     "node_modules/prebuild-install": {
-      "version": "7.1.2",
-      "resolved": "https://registry.npmjs.org/prebuild-install/-/prebuild-install-7.1.2.tgz",
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+      "version": "7.1.3",
+      "resolved": "https://registry.npmjs.org/prebuild-install/-/prebuild-install-7.1.3.tgz",
+      "integrity": "sha512-8Mf2cbV7x1cXPUILADGI3wuhfqWvtiLA1iclTDbFRZkgRQS0NqsPZphna9V+HyTEadheuPmjaJMsbzKQFOzLug==",
       "dependencies": {
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         "github-from-package": "0.0.0",
         "minimist": "^1.2.3",
         "mkdirp-classic": "^0.5.3",
-        "napi-build-utils": "^1.0.1",
+        "napi-build-utils": "^2.0.0",
         "node-abi": "^3.3.0",
         "pump": "^3.0.0",
         "rc": "^1.2.7",
@@ -640,13 +640,12 @@
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-      "license": "MIT"
+      "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg=="
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-      "resolved": "https://registry.npmjs.org/pump/-/pump-3.0.2.tgz",
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+      "version": "3.0.3",
+      "resolved": "https://registry.npmjs.org/pump/-/pump-3.0.3.tgz",
+      "integrity": "sha512-todwxLMY7/heScKmntwQG8CXVkWUOdYxIvY2s0VWAAMh/nd8SoYiRaKjlr7+iCs984f2P8zvrfWcDDYVb73NfA==",
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         "once": "^1.3.1"
@@ -698,18 +697,10 @@
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-      "optional": true,
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-      "resolved": "https://registry.npmjs.org/semver/-/semver-7.6.3.tgz",
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+      "version": "7.7.3",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.3.tgz",
+      "integrity": "sha512-SdsKMrI9TdgjdweUSR9MweHA4EJ8YxHn8DFaDisvhVlUOe4BF1tLD7GAj0lIqWVl+dPb/rExr0Btby5loQm20Q==",
       "bin": {
         "semver": "bin/semver.js"
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@@ -763,8 +754,7 @@
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-      "license": "MIT"
+      "integrity": "sha512-+L3ccpzibovGXFK+Ap/f8LOS0ahMrHTf3xu7mMLSpEGU0EO9ucaysSylKo9eRDFNhWve/y275iPmIZ4z39a9iA=="
     },
     "node_modules/string_decoder": {
       "version": "1.3.0",
@@ -783,9 +773,9 @@
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-      "version": "2.1.1",
-      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.1.tgz",
-      "integrity": "sha512-V0r2Y9scmbDRLCNex/+hYzvp/zyYjvFbHPNgVTKfQvVrb6guiE/fxP+XblDNR011utopbkex2nM4dHNV6GDsng==",
+      "version": "2.1.4",
+      "resolved": "https://registry.npmjs.org/tar-fs/-/tar-fs-2.1.4.tgz",
+      "integrity": "sha512-mDAjwmZdh7LTT6pNleZ05Yt65HC3E+NiQzl672vQG38jIrehtJk/J3mNwIg+vShQPcLF/LV7CMnDW6vjj6sfYQ==",
       "dependencies": {
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         "mkdirp-classic": "^0.5.2",
@@ -812,7 +802,6 @@
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       "resolved": "https://registry.npmjs.org/tempbox/-/tempbox-1.1.1.tgz",
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-      "license": "MIT",
       "dependencies": {
         "tinyqueue": "^3.0.0"
       }
@@ -825,13 +814,7 @@
     "node_modules/tinyqueue": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/tinyqueue/-/tinyqueue-3.0.0.tgz",
-      "integrity": "sha512-gRa9gwYU3ECmQYv3lslts5hxuIa90veaEcxDYuu3QGOIAEM2mOZkVHp48ANJuu1CURtRdHKUBY5Lm1tHV+sD4g==",
-      "license": "ISC"
-    },
-    "node_modules/tr46": {
-      "version": "0.0.3",
-      "resolved": "https://registry.npmjs.org/tr46/-/tr46-0.0.3.tgz",
-      "integrity": "sha512-N3WMsuqV66lT30CrXNbEjx4GEwlow3v6rr4mCcv6prnfwhS01rkgyFdjPNBYd9br7LpXV1+Emh01fHnq2Gdgrw=="
+      "integrity": "sha512-gRa9gwYU3ECmQYv3lslts5hxuIa90veaEcxDYuu3QGOIAEM2mOZkVHp48ANJuu1CURtRdHKUBY5Lm1tHV+sD4g=="
     },
     "node_modules/tunnel-agent": {
       "version": "0.6.0",
@@ -845,9 +828,9 @@
       }
     },
     "node_modules/undici-types": {
-      "version": "5.26.5",
-      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-5.26.5.tgz",
-      "integrity": "sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA=="
+      "version": "6.21.0",
+      "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-6.21.0.tgz",
+      "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ=="
     },
     "node_modules/util-deprecate": {
       "version": "1.0.2",
@@ -862,43 +845,19 @@
         "https://github.com/sponsors/broofa",
         "https://github.com/sponsors/ctavan"
       ],
-      "license": "MIT",
       "bin": {
         "uuid": "dist/bin/uuid"
       }
     },
-    "node_modules/web-streams-polyfill": {
-      "version": "4.0.0-beta.3",
-      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-4.0.0-beta.3.tgz",
-      "integrity": "sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==",
-      "engines": {
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-      }
-    },
-    "node_modules/webidl-conversions": {
-      "version": "3.0.1",
-      "resolved": "https://registry.npmjs.org/webidl-conversions/-/webidl-conversions-3.0.1.tgz",
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-    "node_modules/whatwg-url": {
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-      "resolved": "https://registry.npmjs.org/whatwg-url/-/whatwg-url-5.0.0.tgz",
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-        "webidl-conversions": "^3.0.0"
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-      "license": "MIT",
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
       "funding": {
         "url": "https://github.com/sponsors/colinhacks"
       }
diff --git a/authorization-for-rag/openai-fga-js/package.json b/authorization-for-rag/openai-fga-js/package.json
index 83b5ce00..d812d6b9 100644
--- a/authorization-for-rag/openai-fga-js/package.json
+++ b/authorization-for-rag/openai-fga-js/package.json
@@ -13,10 +13,10 @@
   },
   "license": "Apache-2.0",
   "dependencies": {
-    "@auth0/ai": "^2.0.1",
+    "@auth0/ai": "^5.0.0",
     "@openfga/sdk": "^0.8.0",
     "dotenv": "^16.4.7",
     "faiss-node": "0.5.0",
-    "openai": "^4.79.1"
+    "openai": "^6.2.0"
   }
 }
diff --git a/authorization-for-rag/vercel-ai-js/README.md b/authorization-for-rag/vercel-ai-js/README.md
index 5759f31d..e4d11939 100644
--- a/authorization-for-rag/vercel-ai-js/README.md
+++ b/authorization-for-rag/vercel-ai-js/README.md
@@ -32,7 +32,7 @@ The application uses:
 1. Clone the repository
 2. Install dependencies:
    ```bash
-   bun install
+   npm install # or bun install
    ```
 3. Copy the `.env.example` file to `.env` and fill in your credentials:
    ```bash
@@ -44,7 +44,7 @@ The application uses:
 Run the initialization script to set up the OpenFGA store with the necessary authorization model:
 
 ```bash
-bun run fga:init
+npm run fga:init # or bun run fga:init
 ```
 
 This script configures the authorization model and sets up initial permissions (all users can view the public document).
@@ -54,7 +54,7 @@ This script configures the authorization model and sets up initial permissions (
 Start the application:
 
 ```bash
-bun run start
+npm start # or bun start
 ```
 
 The application will:
diff --git a/authorization-for-rag/vercel-ai-js/index.ts b/authorization-for-rag/vercel-ai-js/index.ts
index 3df11816..7fde2f7a 100644
--- a/authorization-for-rag/vercel-ai-js/index.ts
+++ b/authorization-for-rag/vercel-ai-js/index.ts
@@ -56,7 +56,7 @@ async function main() {
    * Can also be used as a tool to provide context to the Agent  
   const getFinancialInfo = tool({
     description: `get information from your knowledge base to answer questions.`,
-    parameters: z.object({
+    inputSchema: z.object({
       question: z.string().describe("the users question"),
     }),
     execute: async ({ question }) => {
diff --git a/authorization-for-rag/vercel-ai-js/package-lock.json b/authorization-for-rag/vercel-ai-js/package-lock.json
index fc2180d6..4880fcfe 100644
--- a/authorization-for-rag/vercel-ai-js/package-lock.json
+++ b/authorization-for-rag/vercel-ai-js/package-lock.json
@@ -9,124 +9,93 @@
       "version": "1.0.0",
       "license": "Apache-2.0",
       "dependencies": {
-        "@ai-sdk/openai": "^1.3.9",
-        "@auth0/ai": "^2.0.1",
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@@ -892,21 +739,10 @@
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@@ -971,8 +799,7 @@
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         }
-      ],
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+      ]
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@@ -992,7 +819,6 @@
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@@ -1002,14 +828,12 @@
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-      "license": "MIT"
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-      "license": "MIT"
+      "integrity": "sha512-ltAHPh/9k0STRQqaoUX52NH4ZQYAJz24ZAEwf1Zm+HYg3l9OXTWeqWKyYsHu40wF/F0rxd2N2bk5sLvX2qlSvg=="
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-      "license": "ISC"
+      "integrity": "sha512-gRa9gwYU3ECmQYv3lslts5hxuIa90veaEcxDYuu3QGOIAEM2mOZkVHp48ANJuu1CURtRdHKUBY5Lm1tHV+sD4g=="
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-      "license": "Apache-2.0",
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@@ -1112,23 +904,12 @@
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-      "license": "MIT",
-      "peerDependencies": {
-        "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0"
-      }
+      "integrity": "sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ=="
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-      "license": "MIT"
+      "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw=="
     },
     "node_modules/uuid": {
       "version": "9.0.1",
@@ -1138,7 +919,6 @@
         "https://github.com/sponsors/broofa",
         "https://github.com/sponsors/ctavan"
       ],
-      "license": "MIT",
       "bin": {
         "uuid": "dist/bin/uuid"
       }
@@ -1146,26 +926,15 @@
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-      "license": "ISC"
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ=="
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-      "resolved": "https://registry.npmjs.org/zod/-/zod-3.24.2.tgz",
-      "integrity": "sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ==",
-      "license": "MIT",
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
       "funding": {
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-    },
-    "node_modules/zod-to-json-schema": {
-      "version": "3.24.5",
-      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.5.tgz",
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-      "license": "ISC",
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-      }
     }
   }
 }
diff --git a/authorization-for-rag/vercel-ai-js/package.json b/authorization-for-rag/vercel-ai-js/package.json
index 7ecf22a9..ec2e894f 100644
--- a/authorization-for-rag/vercel-ai-js/package.json
+++ b/authorization-for-rag/vercel-ai-js/package.json
@@ -13,12 +13,12 @@
   },
   "license": "Apache-2.0",
   "dependencies": {
-    "@ai-sdk/openai": "^1.3.9",
-    "@auth0/ai": "^2.0.1",
+    "@ai-sdk/openai": "2.0.24",
+    "@auth0/ai": "^5.0.0",
     "@openfga/sdk": "^0.8.0",
-    "ai": "4.3.4",
+    "ai": "5.0.33",
     "dotenv": "^16.4.7",
-    "faiss-node": "0.5.0",
-    "zod": "^3.24.2"
+    "faiss-node": "0.5.1",
+    "zod": "^3.25.76"
   }
 }
diff --git a/authorization-for-rag/vercel-ai-next-js/.eslintrc.json b/authorization-for-rag/vercel-ai-next-js/.eslintrc.json
index bffb357a..1b168b99 100644
--- a/authorization-for-rag/vercel-ai-next-js/.eslintrc.json
+++ b/authorization-for-rag/vercel-ai-next-js/.eslintrc.json
@@ -1,3 +1,28 @@
 {
-  "extends": "next/core-web-vitals"
+  "root": true,
+  "extends": ["next/core-web-vitals", "plugin:@typescript-eslint/recommended"],
+  "parser": "@typescript-eslint/parser",
+  "plugins": ["@typescript-eslint", "import"],
+  "rules": {
+    "@typescript-eslint/no-var-requires": "off",
+    "import/no-commonjs": "off",
+    "@typescript-eslint/no-explicit-any": "off",
+    "@typescript-eslint/no-non-null-asserted-optional-chain": "off",
+    "@typescript-eslint/no-require-imports": "off",
+    "@typescript-eslint/no-unused-vars": "warn",
+    "react-hooks/rules-of-hooks": "warn"
+  },
+  "overrides": [
+    {
+      "files": ["*.config.{js,cjs,mjs}", "scripts/**", "next.config.*", "postcss.config.js", "tailwind.config.*"],
+      "rules": {
+        "@typescript-eslint/no-var-requires": "off",
+        "import/no-commonjs": "off"
+      }
+    },
+    {
+      "files": ["**/__tests__/**", "**/*.test.{ts,tsx}"],
+      "env": { "jest": true }
+    }
+  ]
 }
diff --git a/authorization-for-rag/vercel-ai-next-js/README.md b/authorization-for-rag/vercel-ai-next-js/README.md
index 586bcde4..8d0bcb34 100644
--- a/authorization-for-rag/vercel-ai-next-js/README.md
+++ b/authorization-for-rag/vercel-ai-next-js/README.md
@@ -23,22 +23,29 @@ Next, you'll need to set up environment variables in your repo's `.env.local` fi
 
 - To start with the examples, you'll just need to add your OpenAI API key and Auth0 credentials for the Web app and Machine to Machine App.
   - You can setup a new Auth0 tenant with an Auth0 Web App and Token Vault following the Prerequisites instructions [here](https://auth0.com/ai/docs/call-others-apis-on-users-behalf).
-  - Click on the tenant name on the [Quickstarts](https://auth0.com/ai/docs/call-your-apis-on-users-behalf), Go to the app settings (**Applications** -> **Applications** -> **WebApp Quickstart Client** -> **Settings** -> **Advanced Settings** -> **Grant Types**) and enable the CIBA grant and save.
+  - Click on the tenant name on the [Quickstarts](https://auth0.com/ai/docs/call-your-apis-on-users-behalf), Go to the app settings (**Applications** -> **Applications** -> **WebApp Quickstart Client** -> **Settings** -> **Advanced Settings** -> **Grant Types**) and enable the Async Authorization grant and save.
   - An Auth0 FGA account, you can create one [here](https://dashboard.fga.dev). Add the FGA store ID, client ID, client secret, and API URL to the `.env.local` file.
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # start the postgres database
 docker compose up -d
 # create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
+Now, run the initialization script to set up the OpenFGA store with the necessary authorization model:
+
+```bash
+npm run fga:init # or bun run fga:init
+```
+This script configures the authorization model and sets up initial permissions (all users can view the public document).
+
 Now you're ready to run the development server:
 
 ```bash
-bun dev # or npm run dev
+npm run dev # or bun dev
 ```
 
 Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -75,7 +82,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/authorization-for-rag/vercel-ai-next-js/package-lock.json b/authorization-for-rag/vercel-ai-next-js/package-lock.json
new file mode 100644
index 00000000..17a94c4a
--- /dev/null
+++ b/authorization-for-rag/vercel-ai-next-js/package-lock.json
@@ -0,0 +1,10591 @@
+{
+  "name": "auth0-assistant0",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "auth0-assistant0",
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+        "@auth0/ai": "^5.0.0",
+        "@auth0/ai-vercel": "^4.0.0",
+        "@auth0/nextjs-auth0": "4.10.0",
+        "@radix-ui/react-avatar": "^1.1.10",
+        "@radix-ui/react-checkbox": "^1.3.3",
+        "@radix-ui/react-dialog": "^1.1.15",
+        "@radix-ui/react-dropdown-menu": "^2.1.16",
+        "@radix-ui/react-popover": "^1.1.15",
+        "@radix-ui/react-slot": "^1.2.3",
+        "ai": "5.0.33",
+        "class-variance-authority": "^0.7.1",
+        "clsx": "^2.1.1",
+        "date-fns": "^4.1.0",
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+        "lucide-react": "^0.544.0",
+        "marked": "^16.3.0",
+        "nanoid": "^5.1.6",
+        "next": "15.5.4",
+        "next-themes": "^0.4.6",
+        "nuqs": "^2.7.0",
+        "pdf-parse": "^1.1.1",
+        "postgres": "^3.4.7",
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+        "react-device-detect": "^2.2.3",
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+        "tailwind-merge": "^3.3.1",
+        "tailwindcss-animate": "^1.0.7",
+        "use-stick-to-bottom": "^1.1.1",
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+        "prettier": "^3.6.2",
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+        "typescript": "5.9.3"
+      },
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+      "dependencies": {
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+      },
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+      },
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+        "node": ">= 8"
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+      "dev": true,
+      "dependencies": {
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+        "is-boolean-object": "^1.2.1",
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+      "dev": true,
+      "dependencies": {
+        "call-bound": "^1.0.2",
+        "function.prototype.name": "^1.1.6",
+        "has-tostringtag": "^1.0.2",
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+        "is-finalizationregistry": "^1.1.0",
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+        "is-weakref": "^1.0.2",
+        "isarray": "^2.0.5",
+        "which-boxed-primitive": "^1.1.0",
+        "which-collection": "^1.0.2",
+        "which-typed-array": "^1.1.16"
+      },
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+        "node": ">= 0.4"
+      },
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+      }
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+      "dev": true,
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+        "string-width": "^5.0.1",
+        "strip-ansi": "^7.0.1"
+      },
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+      },
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+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
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+      "name": "wrap-ansi",
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
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+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      },
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+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
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+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
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+    },
+    "node_modules/wrap-ansi-cjs/node_modules/string-width": {
+      "version": "4.2.3",
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+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
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+      },
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+      }
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+        },
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+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.1.tgz",
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+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      }
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
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+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
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+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.24.6",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
+      "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
+      "peerDependencies": {
+        "zod": "^3.24.1"
+      }
+    },
+    "node_modules/zwitch": {
+      "version": "2.0.4",
+      "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
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+      "funding": {
+        "type": "github",
+        "url": "https://github.com/sponsors/wooorm"
+      }
+    }
+  }
+}
diff --git a/authorization-for-rag/vercel-ai-next-js/package.json b/authorization-for-rag/vercel-ai-next-js/package.json
index 281627f8..ae758812 100644
--- a/authorization-for-rag/vercel-ai-next-js/package.json
+++ b/authorization-for-rag/vercel-ai-next-js/package.json
@@ -21,60 +21,61 @@
     "node": ">=18"
   },
   "dependencies": {
-    "@ai-sdk/openai": "^1.3.21",
-    "@auth0/ai-vercel": "^3.1.0",
-    "@auth0/nextjs-auth0": "4.4.2",
-    "@radix-ui/react-avatar": "^1.1.7",
-    "@radix-ui/react-checkbox": "^1.2.3",
-    "@radix-ui/react-dialog": "^1.1.11",
-    "@radix-ui/react-dropdown-menu": "^2.1.12",
-    "@radix-ui/react-popover": "^1.1.11",
-    "@radix-ui/react-slot": "^1.2.0",
-    "ai": "^4.3.13",
+    "@ai-sdk/openai": "2.0.24",
+    "@ai-sdk/react": "2.0.33",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-vercel": "^4.0.0",
+    "@auth0/nextjs-auth0": "4.10.0",
+    "@radix-ui/react-avatar": "^1.1.10",
+    "@radix-ui/react-checkbox": "^1.3.3",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-dropdown-menu": "^2.1.16",
+    "@radix-ui/react-popover": "^1.1.15",
+    "@radix-ui/react-slot": "^1.2.3",
+    "ai": "5.0.33",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
+    "dotenv": "^16.4.7",
     "drizzle-orm": "^0.43.1",
     "drizzle-zod": "^0.7.1",
-    "googleapis": "^148.0.0",
+    "googleapis": "^161.0.0",
     "llm-chunk": "^0.0.1",
-    "lucide-react": "^0.475.0",
-    "marked": "^15.0.7",
-    "nanoid": "^5.1.5",
-    "next": "15.2.4",
-    "next-themes": "^0.4.4",
-    "nuqs": "^2.4.3",
+    "lucide-react": "^0.544.0",
+    "marked": "^16.3.0",
+    "nanoid": "^5.1.6",
+    "next": "15.5.4",
+    "next-themes": "^0.4.6",
+    "nuqs": "^2.7.0",
     "pdf-parse": "^1.1.1",
-    "postgres": "^3.4.5",
-    "react": "19.0.0",
+    "postgres": "^3.4.7",
+    "react": "19.2.0",
     "react-device-detect": "^2.2.3",
-    "react-dom": "19.0.0",
-    "react-markdown": "^10.0.0",
-    "react-toastify": "11.0.3",
-    "sonner": "^1.7.2",
-    "tailwind-merge": "^2.6.0",
+    "react-dom": "19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-toastify": "11.0.5",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^3.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.44",
+    "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "^3.24.2",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76"
   },
   "devDependencies": {
-    "@next/bundle-analyzer": "^15.1.7",
-    "@types/node": "^22.13.4",
+    "@next/bundle-analyzer": "^15.5.4",
+    "@types/node": "^24.6.2",
     "@types/pdf-parse": "^1.1.5",
-    "@types/react": "19.0.9",
-    "@types/react-dom": "19.0.3",
-    "autoprefixer": "^10.4.20",
-    "dotenv": "^17.0.1",
-    "drizzle-kit": "^0.31.1",
-    "eslint": "^9.20.1",
-    "eslint-config-next": "^15.1.7",
+    "@types/react": "19.2.0",
+    "@types/react-dom": "19.2.0",
+    "autoprefixer": "^10.4.21",
+    "drizzle-kit": "^0.31.5",
+    "eslint": "^9.36.0",
+    "eslint-config-next": "^15.5.4",
     "npm-run-all": "^4.1.5",
-    "postcss": "8.5.2",
-    "prettier": "^3.4.2",
+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/authorization-for-rag/vercel-ai-next-js/src/app/api/chat/route.ts b/authorization-for-rag/vercel-ai-next-js/src/app/api/chat/route.ts
index d38638f0..595f1023 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/app/api/chat/route.ts
+++ b/authorization-for-rag/vercel-ai-next-js/src/app/api/chat/route.ts
@@ -1,6 +1,7 @@
 import { NextRequest } from 'next/server';
-import { streamText, Message, createDataStreamResponse, DataStreamWriter } from 'ai';
+import { streamText, UIMessage, createUIMessageStream, stepCountIs, createUIMessageStreamResponse, convertToModelMessages } from 'ai';
 import { openai } from '@ai-sdk/openai';
+import { setAIContext } from '@auth0/ai-vercel';
 
 import { getContextDocumentsTool } from '@/lib/tools/context-docs';
 
@@ -12,38 +13,37 @@ const AGENT_SYSTEM_TEMPLATE = `You are a personal assistant named Assistant0. Yo
  * This handler initializes and calls an tool calling agent.
  */
 export async function POST(req: NextRequest) {
-  const request = await req.json();
+  const { id, messages }: { id: string; messages: Array<UIMessage> } = await req.json();
+  setAIContext({ threadID: id });
 
-  const messages = sanitizeMessages(request.messages);
 
   const tools = {
     getContextDocumentsTool,
   };
 
-  return createDataStreamResponse({
-    execute: async (dataStream: DataStreamWriter) => {
+  const stream = createUIMessageStream({
+    originalMessages: messages,
+    execute: async ({ writer }) => {
       const result = streamText({
         model: openai('gpt-4o-mini'),
         system: AGENT_SYSTEM_TEMPLATE,
-        messages,
-        maxSteps: 5,
+        messages: convertToModelMessages(messages),
+        stopWhen: stepCountIs(5),
         tools,
       });
 
-      result.mergeIntoDataStream(dataStream, {
-        sendReasoning: true,
-      });
+      writer.merge(
+        result.toUIMessageStream({
+          sendReasoning: true,
+        })
+      );
     },
     onError: (err: any) => {
       console.log(err);
       return `An error occurred! ${err.message}`;
     },
   });
+
+  return createUIMessageStreamResponse({ stream });
 }
 
-// Vercel AI tends to get stuck when there are incomplete tool calls in messages
-const sanitizeMessages = (messages: Message[]) => {
-  return messages.filter(
-    (message) => !(message.role === 'assistant' && message.parts && message.parts.length > 0 && message.content === ''),
-  );
-};
diff --git a/authorization-for-rag/vercel-ai-next-js/src/app/documents/page.tsx b/authorization-for-rag/vercel-ai-next-js/src/app/documents/page.tsx
index 650e813e..f34aff1c 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/app/documents/page.tsx
+++ b/authorization-for-rag/vercel-ai-next-js/src/app/documents/page.tsx
@@ -1,11 +1,11 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
 import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/ensure-api-access.tsx b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/ensure-api-access.tsx
deleted file mode 100644
index 97c96e36..00000000
--- a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/ensure-api-access.tsx
+++ /dev/null
@@ -1,28 +0,0 @@
-import { BrowserView, MobileView } from 'react-device-detect';
-
-import { FederatedConnectionAuthProps } from './federated-connection-auth-props';
-import { EnsureAPIAccessPopup } from './popup';
-import { EnsureAPIAccessRedirect } from './redirect';
-
-export function EnsureAPIAccess(props: FederatedConnectionAuthProps) {
-  const { mode } = props;
-
-  switch (mode) {
-    case 'popup':
-      return <EnsureAPIAccessPopup {...props} />;
-    case 'redirect':
-      return <EnsureAPIAccessRedirect {...props} />;
-    case 'auto':
-    default:
-      return (
-        <>
-          <BrowserView>
-            <EnsureAPIAccessPopup {...props} />
-          </BrowserView>
-          <MobileView>
-            <EnsureAPIAccessRedirect {...props} />
-          </MobileView>
-        </>
-      );
-  }
-}
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionInterruptHandler.tsx b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/index.tsx
similarity index 53%
rename from call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionInterruptHandler.tsx
rename to authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/index.tsx
index d6c85b69..38806100 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionInterruptHandler.tsx
+++ b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/index.tsx
@@ -1,20 +1,20 @@
-import { FederatedConnectionInterrupt } from '@auth0/ai/interrupts';
+import { TokenVaultInterrupt } from '@auth0/ai/interrupts';
 import type { Auth0InterruptionUI } from '@auth0/ai-vercel/react';
 
-import { EnsureAPIAccess } from '@/components/auth0-ai/FederatedConnections';
+import { TokenVaultConsent } from '@/components/auth0-ai/token-vault/token-vault-consent';
 
-interface FederatedConnectionInterruptHandlerProps {
+interface TokenVaultInterruptHandlerProps {
   interrupt: Auth0InterruptionUI | null;
 }
 
-export function FederatedConnectionInterruptHandler({ interrupt }: FederatedConnectionInterruptHandlerProps) {
-  if (!FederatedConnectionInterrupt.isInterrupt(interrupt)) {
+export function TokenVaultInterruptHandler({ interrupt }: TokenVaultInterruptHandlerProps) {
+  if (!TokenVaultInterrupt.isInterrupt(interrupt)) {
     return null;
   }
 
   return (
     <div key={interrupt.name} className="whitespace-pre-wrap">
-      <EnsureAPIAccess
+      <TokenVaultConsent
         mode="popup"
         interrupt={interrupt}
         connectWidget={{
diff --git a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/popup.tsx b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/popup.tsx
similarity index 93%
rename from authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/popup.tsx
rename to authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/popup.tsx
index 67b7e56f..a459a4be 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/popup.tsx
+++ b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/popup.tsx
@@ -4,14 +4,14 @@ import { useCallback, useEffect, useState } from 'react';
 
 import { WaitingMessage } from '../util/loader';
 import { PromptUserContainer } from '../util/prompt-user-container';
-import { FederatedConnectionAuthProps } from './federated-connection-auth-props';
+import { TokenVaultAuthProps } from './token-vault-auth-props';
 
-export function EnsureAPIAccessPopup({
+export function TokenVaultConsentPopup({
   interrupt: { connection, requiredScopes, resume },
   connectWidget: { icon, title, description, action, containerClassName },
   auth: { authorizePath = '/auth/login', returnTo = '/close' } = {},
   onFinish,
-}: FederatedConnectionAuthProps) {
+}: TokenVaultAuthProps) {
   const [isLoading, setIsLoading] = useState(false);
   const [loginPopup, setLoginPopup] = useState<Window | null>(null);
 
diff --git a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/redirect.tsx b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/redirect.tsx
similarity index 85%
rename from authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/redirect.tsx
rename to authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/redirect.tsx
index bd32f5d5..3b3b6624 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/redirect.tsx
+++ b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/redirect.tsx
@@ -1,13 +1,13 @@
 'use client';
 
 import { PromptUserContainer } from '../util/prompt-user-container';
-import { FederatedConnectionAuthProps } from './federated-connection-auth-props';
+import { TokenVaultAuthProps } from './token-vault-auth-props';
 
-export function EnsureAPIAccessRedirect({
+export function TokenVaultConsentRedirect({
   interrupt: { requiredScopes, connection },
   connectWidget: { icon, title, description, action, containerClassName },
   auth: { authorizePath = '/auth/login', returnTo = window.location.pathname } = {},
-}: FederatedConnectionAuthProps) {
+}: TokenVaultAuthProps) {
   return (
     <PromptUserContainer
       title={title}
diff --git a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/federated-connection-auth-props.tsx b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/token-vault-auth-props.tsx
similarity index 83%
rename from authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/federated-connection-auth-props.tsx
rename to authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/token-vault-auth-props.tsx
index 19344cbf..92cfadfe 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/federated-connection-auth-props.tsx
+++ b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/token-vault-auth-props.tsx
@@ -2,14 +2,14 @@
 import { ReactNode } from 'react';
 
 /**
- * Defines the mode the EnsureAPIAccess component will use to prompt the user to authorize the API access.
+ * Defines the mode the TokenVaultConsent component will use to prompt the user to authorize the API access.
  * - `redirect` will redirect the user to the provider's authorization page.
  * - `popup` will open a popup window to prompt the user to authorize the API access.
  * - `auto` will automatically choose the best mode based on the user's device and browser.
  */
 export type AuthComponentMode = 'redirect' | 'popup' | 'auto';
 
-export type FederatedConnectionAuthProps = {
+export type TokenVaultAuthProps = {
   interrupt: {
     connection: string;
     requiredScopes: string[];
diff --git a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/token-vault-consent.tsx b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/token-vault-consent.tsx
new file mode 100644
index 00000000..d113b0eb
--- /dev/null
+++ b/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/token-vault/token-vault-consent.tsx
@@ -0,0 +1,28 @@
+import { BrowserView, MobileView } from 'react-device-detect';
+
+import { TokenVaultAuthProps } from './token-vault-auth-props';
+import { TokenVaultConsentPopup } from './popup';
+import { TokenVaultConsentRedirect } from './redirect';
+
+export function TokenVaultConsent(props: TokenVaultAuthProps) {
+  const { mode } = props;
+
+  switch (mode) {
+    case 'popup':
+      return <TokenVaultConsentPopup {...props} />;
+    case 'redirect':
+      return <TokenVaultConsentRedirect {...props} />;
+    case 'auto':
+    default:
+      return (
+        <>
+          <BrowserView>
+            <TokenVaultConsentPopup {...props} />
+          </BrowserView>
+          <MobileView>
+            <TokenVaultConsentRedirect {...props} />
+          </MobileView>
+        </>
+      );
+  }
+}
diff --git a/authorization-for-rag/vercel-ai-next-js/src/components/chat-message-bubble.tsx b/authorization-for-rag/vercel-ai-next-js/src/components/chat-message-bubble.tsx
index 4e68c268..8b72b52f 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/components/chat-message-bubble.tsx
+++ b/authorization-for-rag/vercel-ai-next-js/src/components/chat-message-bubble.tsx
@@ -1,8 +1,8 @@
-import type { Message } from 'ai/react';
+import { type UIMessage } from 'ai';
 import { MemoizedMarkdown } from './memoized-markdown';
 import { cn } from '@/utils/cn';
 
-export function ChatMessageBubble(props: { message: Message; aiEmoji?: string }) {
+export function ChatMessageBubble(props: { message: UIMessage; aiEmoji?: string }) {
   return (
     <div
       className={cn(
@@ -18,7 +18,7 @@ export function ChatMessageBubble(props: { message: Message; aiEmoji?: string })
       )}
 
       <div className="chat-message-bubble whitespace-pre-wrap flex flex-col prose dark:prose-invert max-w-none">
-        <MemoizedMarkdown content={props.message.content} id={props.message.id} />
+        <MemoizedMarkdown content={(props.message?.parts[props.message.parts.length - 1] as any)?.text ?? ''} id={props.message.id} />
       </div>
     </div>
   );
diff --git a/authorization-for-rag/vercel-ai-next-js/src/components/chat-window.tsx b/authorization-for-rag/vercel-ai-next-js/src/components/chat-window.tsx
index b371fac2..8b6430c9 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/components/chat-window.tsx
+++ b/authorization-for-rag/vercel-ai-next-js/src/components/chat-window.tsx
@@ -1,27 +1,27 @@
 'use client';
 
-import { type Message } from 'ai';
+import { DefaultChatTransport, generateId, lastAssistantMessageIsCompleteWithToolCalls, type UIMessage } from 'ai';
 import { useChat } from '@ai-sdk/react';
-import type { FormEvent, ReactNode } from 'react';
+import { useState, type FormEvent, type ReactNode } from 'react';
 import { toast } from 'sonner';
 import { StickToBottom, useStickToBottomContext } from 'use-stick-to-bottom';
 import { ArrowDown, ArrowUpIcon, LoaderCircle } from 'lucide-react';
 import { useInterruptions } from '@auth0/ai-vercel/react';
 
-import { FederatedConnectionInterruptHandler } from '@/components/auth0-ai/federated-connections';
+import { TokenVaultInterruptHandler } from '@/components/auth0-ai/token-vault';
 import { ChatMessageBubble } from '@/components/chat-message-bubble';
 import { Button } from '@/components/ui/button';
 import { cn } from '@/utils/cn';
 
 function ChatMessages(props: {
-  messages: Message[];
+  messages: UIMessage[];
   emptyStateComponent: ReactNode;
   aiEmoji?: string;
   className?: string;
 }) {
   return (
     <div className="flex flex-col max-w-[768px] mx-auto pb-12 w-full">
-      {props.messages.map((m, i) => {
+      {props.messages.map((m) => {
         return <ChatMessageBubble key={m.id} message={m} aiEmoji={props.aiEmoji} />;
       })}
     </div>
@@ -112,25 +112,22 @@ export function ChatWindow(props: {
   placeholder?: string;
   emoji?: string;
 }) {
-  const chat = useInterruptions((handler) =>
-    // eslint-disable-next-line react-hooks/rules-of-hooks
+  const [input, setInput] = useState("");
+  const { messages, sendMessage, toolInterrupt, status } = useInterruptions((handler) =>
     useChat({
-      api: props.endpoint,
+      transport: new DefaultChatTransport({ api: props.endpoint }),
+      experimental_throttle: 100,
+      generateId,
       onError: handler((e: Error) => {
         console.error('Error: ', e);
         toast.error(`Error while processing your request`, { description: e.message });
       }),
-    }),
+      sendAutomaticallyWhen: lastAssistantMessageIsCompleteWithToolCalls,
+    })
   );
 
   function isChatLoading(): boolean {
-    return chat.status === 'streaming';
-  }
-
-  async function sendMessage(e: FormEvent<HTMLFormElement>) {
-    e.preventDefault();
-    if (isChatLoading()) return;
-    chat.handleSubmit(e);
+    return status === 'streaming';
   }
 
   return (
@@ -139,17 +136,17 @@ export function ChatWindow(props: {
         className="absolute inset-0"
         contentClassName="py-8 px-2"
         content={
-          chat.messages.length === 0 ? (
+          messages.length === 0 ? (
             <div>{props.emptyStateComponent}</div>
           ) : (
             <>
               <ChatMessages
                 aiEmoji={props.emoji}
-                messages={chat.messages}
+                messages={messages}
                 emptyStateComponent={props.emptyStateComponent}
               />
               <div className="flex flex-col max-w-[768px] mx-auto pb-12 w-full">
-                <FederatedConnectionInterruptHandler interrupt={chat.toolInterrupt} />
+                <TokenVaultInterruptHandler interrupt={toolInterrupt} />
               </div>
             </>
           )
@@ -158,9 +155,13 @@ export function ChatWindow(props: {
           <div className="sticky bottom-8 px-2">
             <ScrollToBottom className="absolute bottom-full left-1/2 -translate-x-1/2 mb-4" />
             <ChatInput
-              value={chat.input}
-              onChange={chat.handleInputChange}
-              onSubmit={sendMessage}
+              value={input}
+              onChange={(e) => setInput(e.target.value)}
+              onSubmit={(e) => {
+                e.preventDefault();
+                sendMessage({ text: input });
+                setInput("");
+              }}
               loading={isChatLoading()}
               placeholder={props.placeholder ?? 'What can I help you with?'}
             ></ChatInput>
diff --git a/authorization-for-rag/vercel-ai-next-js/src/lib/db/schema/documents.ts b/authorization-for-rag/vercel-ai-next-js/src/lib/db/schema/documents.ts
index ee2c347f..dd50a305 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/lib/db/schema/documents.ts
+++ b/authorization-for-rag/vercel-ai-next-js/src/lib/db/schema/documents.ts
@@ -1,5 +1,5 @@
 import { sql } from 'drizzle-orm';
-import { text, varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
+import { varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
 import { createSelectSchema } from 'drizzle-zod';
 import { z } from 'zod';
 
diff --git a/authorization-for-rag/vercel-ai-next-js/src/lib/fga/fga.ts b/authorization-for-rag/vercel-ai-next-js/src/lib/fga/fga.ts
index 84a20cb6..e90c992b 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/lib/fga/fga.ts
+++ b/authorization-for-rag/vercel-ai-next-js/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
-import { buildOpenFgaClient } from '@auth0/ai';
+import { buildOpenFgaClient } from "@auth0/ai";
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+  
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
+  
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/authorization-for-rag/vercel-ai-next-js/src/lib/rag/embedding.ts b/authorization-for-rag/vercel-ai-next-js/src/lib/rag/embedding.ts
index 8ac39247..bbff9b68 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/lib/rag/embedding.ts
+++ b/authorization-for-rag/vercel-ai-next-js/src/lib/rag/embedding.ts
@@ -1,20 +1,28 @@
 import { embed, embedMany } from 'ai';
-import { openai } from '@ai-sdk/openai';
-import { desc, gt, sql, cosineDistance } from 'drizzle-orm';
+import { cosineDistance, desc, gt, sql } from 'drizzle-orm';
 import { chunk } from 'llm-chunk';
 
 import { db } from '@/lib/db';
 import { embeddings } from '@/lib/db/schema/embeddings';
+import { openai } from '@ai-sdk/openai';
 
 const embeddingModel = openai.embedding('text-embedding-3-small');
 
 export const generateEmbeddings = async (value: string): Promise<Array<{ embedding: number[]; content: string }>> => {
   const chunks = chunk(value);
+
+  // Filter out empty or whitespace-only chunks
+  const validChunks = chunks.filter((chunk) => chunk && chunk.trim().length > 0);
+
+  if (validChunks.length === 0) {
+    throw new Error('No valid chunks found after filtering empty content');
+  }
+
   const { embeddings } = await embedMany({
     model: embeddingModel,
-    values: chunks,
+    values: validChunks,
   });
-  return embeddings.map((e, i) => ({ content: chunks[i], embedding: e }));
+  return embeddings.map((e, i) => ({ content: validChunks[i], embedding: e }));
 };
 
 export const generateEmbedding = async (value: string): Promise<number[]> => {
diff --git a/authorization-for-rag/vercel-ai-next-js/src/lib/tools/context-docs.ts b/authorization-for-rag/vercel-ai-next-js/src/lib/tools/context-docs.ts
index 48023d76..d92ac17e 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/lib/tools/context-docs.ts
+++ b/authorization-for-rag/vercel-ai-next-js/src/lib/tools/context-docs.ts
@@ -1,8 +1,9 @@
 import { tool } from 'ai';
-import { z } from 'zod';
-import { FGAFilter } from '@auth0/ai';
+import { z } from 'zod/v3';
 
 import { findRelevantContent } from '@/lib/rag/embedding';
+import { FGAFilter } from '@auth0/ai';
+
 import { auth0 } from '../auth0';
 
 export type DocumentWithScore = {
@@ -14,7 +15,7 @@ export type DocumentWithScore = {
 export const getContextDocumentsTool = tool({
   description:
     'Use the tool when user asks for documents or projects or anything that is stored in the knowledge base.',
-  parameters: z.object({
+  inputSchema: z.object({
     question: z.string().describe('the users question'),
   }),
   execute: async ({ question }) => {
@@ -34,8 +35,10 @@ export const getContextDocumentsTool = tool({
     });
 
     const documents = await findRelevantContent(question, 25);
+
     // filter docs based on FGA authorization
     const context = await retriever.filter(documents);
+
     return context;
   },
 });
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/.eslintrc.json b/call-apis-on-users-behalf/others-api/langchain-next-js/.eslintrc.json
index bffb357a..471659f6 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/.eslintrc.json
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/.eslintrc.json
@@ -1,3 +1,27 @@
 {
-  "extends": "next/core-web-vitals"
+  "root": true,
+  "extends": ["next/core-web-vitals", "plugin:@typescript-eslint/recommended"],
+  "parser": "@typescript-eslint/parser",
+  "plugins": ["@typescript-eslint", "import"],
+  "rules": {
+    "@typescript-eslint/no-var-requires": "off",
+    "import/no-commonjs": "off",
+    "@typescript-eslint/no-explicit-any": "off",
+    "@typescript-eslint/no-non-null-asserted-optional-chain": "off",
+    "@typescript-eslint/no-require-imports": "off",
+    "@typescript-eslint/no-unused-vars": "warn"
+  },
+  "overrides": [
+    {
+      "files": ["*.config.{js,cjs,mjs}", "scripts/**", "next.config.*", "postcss.config.js", "tailwind.config.*"],
+      "rules": {
+        "@typescript-eslint/no-var-requires": "off",
+        "import/no-commonjs": "off"
+      }
+    },
+    {
+      "files": ["**/__tests__/**", "**/*.test.{ts,tsx}"],
+      "env": { "jest": true }
+    }
+  ]
 }
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/README.md b/call-apis-on-users-behalf/others-api/langchain-next-js/README.md
index 5b486378..835aeb2e 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/README.md
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/README.md
@@ -29,17 +29,17 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional - start the postgres database
 docker compose up -d
 # Optional - create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun all:dev # or npm run all:dev
+npm run all:dev # or bun all:dev
 ```
 
 This will start an in-memory LangGraph server on port 54367 and a Next.js server on port 3000. Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -88,7 +88,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/package-lock.json b/call-apis-on-users-behalf/others-api/langchain-next-js/package-lock.json
new file mode 100644
index 00000000..c8820b79
--- /dev/null
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/package-lock.json
@@ -0,0 +1,12773 @@
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+      "integrity": "sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==",
+      "engines": {
+        "node": ">=0.4"
+      }
+    },
+    "node_modules/y18n": {
+      "version": "5.0.8",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/yaml": {
+      "version": "2.8.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.1.tgz",
+      "integrity": "sha512-lcYcMxX2PO9XMGvAJkJ3OsNMw+/7FKes7/hgerGUYWIoWu5j/+YQqcZr5JnPZWzOsEBgMbSbiSTn/dv/69Mkpw==",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      }
+    },
+    "node_modules/yargs": {
+      "version": "17.7.2",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
+      "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
+      "dependencies": {
+        "cliui": "^8.0.1",
+        "escalade": "^3.1.1",
+        "get-caller-file": "^2.0.5",
+        "require-directory": "^2.1.1",
+        "string-width": "^4.2.3",
+        "y18n": "^5.0.5",
+        "yargs-parser": "^21.1.1"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs-parser": {
+      "version": "21.1.1",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
+      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs/node_modules/ansi-regex": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yargs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
+    },
+    "node_modules/yargs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yargs/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.24.6",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
+      "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
+      "peerDependencies": {
+        "zod": "^3.24.1"
+      }
+    },
+    "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/call-apis-on-users-behalf/others-api/langchain-next-js/package.json b/call-apis-on-users-behalf/others-api/langchain-next-js/package.json
index 24199391..b58bb6dc 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/package.json
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/package.json
@@ -25,68 +25,68 @@
     "node": ">=18"
   },
   "dependencies": {
-    "@auth0/ai": "^4.0.0",
-    "@auth0/ai-langchain": "^3.5.0",
-    "@auth0/nextjs-auth0": "4.4.2",
-    "@langchain/community": "0.3.53",
-    "@langchain/core": "^0.3.77",
-    "@langchain/langgraph": "^0.4.4",
-    "@langchain/langgraph-sdk": "^0.1.8",
-    "@langchain/openai": "^0.6.13",
-    "@radix-ui/react-avatar": "^1.1.7",
-    "@radix-ui/react-checkbox": "^1.2.3",
-    "@radix-ui/react-dialog": "^1.1.11",
-    "@radix-ui/react-dropdown-menu": "^2.1.12",
-    "@radix-ui/react-popover": "^1.1.11",
-    "@radix-ui/react-slot": "^1.2.0",
-    "@types/pg": "^8.15.4",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-langchain": "^4.0.0",
+    "@auth0/nextjs-auth0": "4.10.0",
+    "@langchain/community": "^0.3.55",
+    "@langchain/core": "^0.3.78",
+    "@langchain/langgraph": "^0.4.9",
+    "@langchain/langgraph-sdk": "^0.0.107",
+    "@langchain/openai": "^0.6.14",
+    "@radix-ui/react-avatar": "^1.1.10",
+    "@radix-ui/react-checkbox": "^1.3.3",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-dropdown-menu": "^2.1.16",
+    "@radix-ui/react-popover": "^1.1.15",
+    "@radix-ui/react-slot": "^1.2.3",
+    "@types/pg": "^8.15.5",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
-    "dotenv": "^17.0.1",
+    "dotenv": "^16.4.7",
     "drizzle-orm": "^0.43.1",
     "drizzle-zod": "^0.7.1",
-    "googleapis": "^150.0.1",
+    "googleapis": "^161.0.0",
     "jose": "^6.1.0",
-    "langchain": "^0.3.12",
+    "langchain": "^0.3.35",
     "langgraph-nextjs-api-passthrough": "^0.1.4",
-    "lucide-react": "^0.475.0",
-    "marked": "^15.0.7",
-    "nanoid": "^5.1.5",
-    "next": "15.2.4",
-    "next-themes": "^0.4.4",
-    "nuqs": "^2.4.3",
+    "lucide-react": "^0.544.0",
+    "marked": "^16.3.0",
+    "nanoid": "^5.1.6",
+    "next": "15.5.4",
+    "next-themes": "^0.4.6",
+    "nuqs": "^2.7.0",
     "pdf-parse": "^1.1.1",
     "pg": "^8.16.3",
-    "postgres": "^3.4.5",
-    "react": "19.0.0",
+    "postgres": "^3.4.7",
+    "react": "19.2.0",
     "react-device-detect": "^2.2.3",
-    "react-dom": "19.0.0",
-    "react-markdown": "^10.0.0",
-    "react-toastify": "11.0.3",
-    "sonner": "^1.7.2",
-    "tailwind-merge": "^2.6.0",
+    "react-dom": "19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-toastify": "11.0.5",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^2.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.44",
+    "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "^3.24.2",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76",
+    "zod-to-json-schema": "^3.24.5"
   },
   "devDependencies": {
-    "@next/bundle-analyzer": "^15.1.7",
-    "@types/node": "^22.13.4",
+    "@next/bundle-analyzer": "^15.5.4",
+    "@types/node": "^24.6.2",
     "@types/pdf-parse": "^1.1.5",
-    "@types/react": "19.0.9",
-    "@types/react-dom": "19.0.3",
-    "autoprefixer": "^10.4.20",
-    "drizzle-kit": "^0.31.1",
-    "eslint": "^9.20.1",
-    "eslint-config-next": "^15.1.7",
+    "@types/react": "19.2.0",
+    "@types/react-dom": "19.2.0",
+    "autoprefixer": "^10.4.21",
+    "drizzle-kit": "^0.31.5",
+    "eslint": "^9.36.0",
+    "eslint-config-next": "^15.5.4",
     "npm-run-all": "^4.1.5",
-    "postcss": "8.5.2",
-    "prettier": "^3.4.2",
+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/app/documents/page.tsx b/call-apis-on-users-behalf/others-api/langchain-next-js/src/app/documents/page.tsx
index 650e813e..f34aff1c 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/app/documents/page.tsx
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/app/documents/page.tsx
@@ -1,11 +1,11 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
 import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/index.tsx b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/index.tsx
deleted file mode 100644
index 57f8d924..00000000
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/index.tsx
+++ /dev/null
@@ -1,28 +0,0 @@
-import { BrowserView, MobileView } from "react-device-detect";
-
-import type { FederatedConnectionAuthProps } from "./FederatedConnectionAuthProps";
-import { EnsureAPIAccessPopup } from "./popup";
-import { EnsureAPIAccessRedirect } from "./redirect";
-
-export function EnsureAPIAccess(props: FederatedConnectionAuthProps) {
-  const { mode } = props;
-
-  switch (mode) {
-    case "popup":
-      return <EnsureAPIAccessPopup {...props} />;
-    case "redirect":
-      return <EnsureAPIAccessRedirect {...props} />;
-    case "auto":
-    default:
-      return (
-        <>
-          <BrowserView>
-            <EnsureAPIAccessPopup {...props} />
-          </BrowserView>
-          <MobileView>
-            <EnsureAPIAccessRedirect {...props} />
-          </MobileView>
-        </>
-      );
-  }
-}
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionAuthProps.tsx b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/TokenVaultAuthProps.tsx
similarity index 95%
rename from call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionAuthProps.tsx
rename to call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/TokenVaultAuthProps.tsx
index 6877a469..900339ad 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionAuthProps.tsx
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/TokenVaultAuthProps.tsx
@@ -9,7 +9,7 @@ import type { ReactNode } from "react";
  */
 export type AuthComponentMode = "redirect" | "popup" | "auto";
 
-export type FederatedConnectionAuthProps = {
+export type TokenVaultAuthProps = {
   interrupt: {
     connection: string;
     requiredScopes: string[];
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionInterruptHandler.tsx b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/TokenVaultInterruptHandler.tsx
similarity index 54%
rename from call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionInterruptHandler.tsx
rename to call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/TokenVaultInterruptHandler.tsx
index dfdfd8ac..ec4da83f 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionInterruptHandler.tsx
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/TokenVaultInterruptHandler.tsx
@@ -1,21 +1,21 @@
-import { FederatedConnectionInterrupt } from '@auth0/ai/interrupts';
+import { TokenVaultInterrupt } from '@auth0/ai/interrupts';
 import type { Interrupt } from '@langchain/langgraph-sdk';
 
-import { EnsureAPIAccess } from '@/components/auth0-ai/FederatedConnections';
+import { TokenVaultConsent } from '@/components/auth0-ai/TokenVault';
 
-interface FederatedConnectionInterruptHandlerProps {
+interface TokenVaultInterruptHandlerProps {
   interrupt: Interrupt | undefined | null;
   onFinish: () => void;
 }
 
-export function FederatedConnectionInterruptHandler({ interrupt, onFinish }: FederatedConnectionInterruptHandlerProps) {
-  if (!interrupt || !FederatedConnectionInterrupt.isInterrupt(interrupt.value)) {
+export function TokenVaultInterruptHandler({ interrupt, onFinish }: TokenVaultInterruptHandlerProps) {
+  if (!interrupt || !TokenVaultInterrupt.isInterrupt(interrupt.value)) {
     return null;
   }
 
   return (
     <div key={interrupt.ns?.join('')} className="whitespace-pre-wrap">
-      <EnsureAPIAccess
+      <TokenVaultConsent
         mode="popup"
         interrupt={interrupt.value}
         onFinish={onFinish}
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/index.tsx b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/index.tsx
new file mode 100644
index 00000000..dd3e0c24
--- /dev/null
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/index.tsx
@@ -0,0 +1,28 @@
+import { BrowserView, MobileView } from "react-device-detect";
+
+import type { TokenVaultAuthProps } from "./TokenVaultAuthProps";
+import { TokenVaultConsentPopup } from "./popup";
+import { TokenVaultConsentRedirect } from "./redirect";
+
+export function TokenVaultConsent(props: TokenVaultAuthProps) {
+  const { mode } = props;
+
+  switch (mode) {
+    case "popup":
+      return <TokenVaultConsentPopup {...props} />;
+    case "redirect":
+      return <TokenVaultConsentRedirect {...props} />;
+    case "auto":
+    default:
+      return (
+        <>
+          <BrowserView>
+            <TokenVaultConsentPopup {...props} />
+          </BrowserView>
+          <MobileView>
+            <TokenVaultConsentRedirect {...props} />
+          </MobileView>
+        </>
+      );
+  }
+}
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/popup.tsx b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/popup.tsx
similarity index 93%
rename from call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/popup.tsx
rename to call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/popup.tsx
index ca24acd8..f53fa7f6 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/popup.tsx
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/popup.tsx
@@ -4,14 +4,14 @@ import { useCallback, useEffect, useState } from "react";
 
 import { WaitingMessage } from "../util/loader";
 import { PromptUserContainer } from "../util/prompt-user-container";
-import type { FederatedConnectionAuthProps } from "./FederatedConnectionAuthProps";
+import type { TokenVaultAuthProps } from "./TokenVaultAuthProps";
 
-export function EnsureAPIAccessPopup({
+export function TokenVaultConsentPopup({
   interrupt: { connection, requiredScopes, resume },
   connectWidget: { icon, title, description, action, containerClassName },
   auth: { authorizePath = "/auth/login", returnTo = "/close" } = {},
   onFinish,
-}: FederatedConnectionAuthProps) {
+}: TokenVaultAuthProps) {
   const [isLoading, setIsLoading] = useState(false);
   const [loginPopup, setLoginPopup] = useState<Window | null>(null);
 
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/redirect.tsx b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/redirect.tsx
similarity index 85%
rename from call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/redirect.tsx
rename to call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/redirect.tsx
index 5267f970..a92d92f3 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/redirect.tsx
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/TokenVault/redirect.tsx
@@ -1,16 +1,16 @@
 "use client";
 
 import { PromptUserContainer } from "../util/prompt-user-container";
-import type { FederatedConnectionAuthProps } from "./FederatedConnectionAuthProps";
+import type { TokenVaultAuthProps } from "./TokenVaultAuthProps";
 
-export function EnsureAPIAccessRedirect({
+export function TokenVaultConsentRedirect({
   interrupt: { requiredScopes, connection },
   connectWidget: { icon, title, description, action, containerClassName },
   auth: {
     authorizePath = "/auth/login",
     returnTo = window.location.pathname,
   } = {},
-}: FederatedConnectionAuthProps) {
+}: TokenVaultAuthProps) {
   return (
     <PromptUserContainer
       title={title}
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/chat-window.tsx b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/chat-window.tsx
index caf7ce3d..b7d97200 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/chat-window.tsx
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/chat-window.tsx
@@ -12,7 +12,7 @@ import { type Message } from '@langchain/langgraph-sdk';
 import { ChatMessageBubble } from '@/components/chat-message-bubble';
 import { Button } from '@/components/ui/button';
 import { cn } from '@/utils/cn';
-import { FederatedConnectionInterruptHandler } from '@/components/auth0-ai/FederatedConnections/FederatedConnectionInterruptHandler';
+import { TokenVaultInterruptHandler } from '@/components/auth0-ai/TokenVault/TokenVaultInterruptHandler';
 
 function ChatMessages(props: {
   messages: Message[];
@@ -22,7 +22,7 @@ function ChatMessages(props: {
 }) {
   return (
     <div className="flex flex-col max-w-[768px] mx-auto pb-12 w-full">
-      {props.messages.map((m, i) => {
+      {props.messages.map((m) => {
         return <ChatMessageBubble key={m.id} message={m} aiEmoji={props.aiEmoji} />;
       })}
     </div>
@@ -162,7 +162,7 @@ export function ChatWindow(props: {
                 emptyStateComponent={props.emptyStateComponent}
               />
               <div className="flex flex-col max-w-[768px] mx-auto pb-12 w-full">
-                <FederatedConnectionInterruptHandler interrupt={chat.interrupt} onFinish={() => chat.submit(null)} />
+                <TokenVaultInterruptHandler interrupt={chat.interrupt} onFinish={() => chat.submit(null)} />
               </div>
             </>
           )
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/auth0-ai.ts b/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/auth0-ai.ts
index 5d84f715..34f6f570 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/auth0-ai.ts
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/auth0-ai.ts
@@ -10,7 +10,7 @@ const auth0AI = new Auth0AI({
 });
 
 const withAccessTokenForConnection = (connection: string, scopes: string[]) =>
-  auth0AI.withTokenForConnection({
+  auth0AI.withTokenVault({
     connection,
     scopes,
     accessToken: async (_, config) => {
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/db/schema/documents.ts b/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/db/schema/documents.ts
index ee2c347f..dd50a305 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/db/schema/documents.ts
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/db/schema/documents.ts
@@ -1,5 +1,5 @@
 import { sql } from 'drizzle-orm';
-import { text, varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
+import { varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
 import { createSelectSchema } from 'drizzle-zod';
 import { z } from 'zod';
 
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/fga/fga.ts b/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/fga/fga.ts
index 84a20cb6..78d23bbb 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/fga/fga.ts
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
 import { buildOpenFgaClient } from '@auth0/ai';
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
+
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/tools/gmail-search.ts b/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/tools/gmail-search.ts
index 9910809f..b606abb6 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/tools/gmail-search.ts
+++ b/call-apis-on-users-behalf/others-api/langchain-next-js/src/lib/tools/gmail-search.ts
@@ -1,4 +1,4 @@
-import { getAccessTokenForConnection } from "@auth0/ai-langchain";
+import { getAccessTokenFromTokenVault } from "@auth0/ai-langchain";
 import { GmailSearch } from "@langchain/community/tools/gmail";
 
 import { withGmailSearch } from "../../lib/auth0-ai";
@@ -6,7 +6,7 @@ import { withGmailSearch } from "../../lib/auth0-ai";
 export const gmailSearchTool = withGmailSearch(
   new GmailSearch({
     credentials: {
-      accessToken: async () => getAccessTokenForConnection(),
+      accessToken: async () => getAccessTokenFromTokenVault(),
     },
   })
 );
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/AUTH0_INTEGRATION.md b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/AUTH0_INTEGRATION.md
index 44daccac..f66e800f 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/AUTH0_INTEGRATION.md
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/AUTH0_INTEGRATION.md
@@ -399,9 +399,9 @@ export default function ChatInterface() {
 
 The create-agent-chat-app template includes sophisticated interrupt handling for step-up authorization scenarios, particularly when accessing third-party APIs through Auth0's Token Vault. This enables agents to request additional permissions dynamically during conversations.
 
-##### Federated Connection Interrupts
+##### Token Vault Interrupts
 
-When an agent tool requires access to a third-party service (like Google Calendar) that the user hasn't previously authorized, LangGraph can raise a `FederatedConnectionInterrupt`. The frontend handles these interrupts by displaying an authorization popup.
+When an agent tool requires access to a third-party service (like Google Calendar) that the user hasn't previously authorized, LangGraph can raise a `TokenVaultInterrupt`. The frontend handles these interrupts by displaying an authorization popup.
 
 ##### Implementation
 
@@ -427,8 +427,8 @@ Create `apps/web/src/components/auth0/Auth0InterruptHandler.tsx`:
 
 ```typescript
 import { Auth0Interrupt } from "@auth0/ai/interrupts";
-import { FederatedConnectionInterrupt } from "@auth0/ai/interrupts";
-import { FederatedConnectionPopup } from "./FederatedConnectionPopup";
+import { TokenVaultInterrupt } from "@auth0/ai/interrupts";
+import { TokenVaultPopup } from "./TokenVaultPopup";
 
 interface Auth0InterruptHandlerProps {
   interrupt: Auth0Interrupt;
@@ -439,11 +439,11 @@ export function Auth0InterruptHandler({
   interrupt,
   onResume,
 }: Auth0InterruptHandlerProps) {
-  // Handle FederatedConnectionInterrupt
-  if (FederatedConnectionInterrupt.isInterrupt(interrupt)) {
+  // Handle TokenVaultInterrupt
+  if (TokenVaultInterrupt.isInterrupt(interrupt)) {
     return (
-      <FederatedConnectionPopup
-        interrupt={interrupt as FederatedConnectionInterrupt}
+      <TokenVaultPopup
+        interrupt={interrupt as TokenVaultInterrupt}
         onResume={onResume}
       />
     );
@@ -453,25 +453,25 @@ export function Auth0InterruptHandler({
 }
 ```
 
-###### 3. Federated Connection Popup
+###### 3. Token Vault Popup
 
-The `FederatedConnectionPopup` component handles the OAuth flow for third-party connections:
+The `TokenVaultPopup` component handles the OAuth flow for third-party connections:
 
 ```typescript
-// apps/web/src/components/auth0/FederatedConnectionPopup.tsx
+// apps/web/src/components/auth0/TokenVaultPopup.tsx
 import { useState } from "react";
-import { FederatedConnectionInterrupt } from "@auth0/ai/interrupts";
+import { TokenVaultInterrupt } from "@auth0/ai/interrupts";
 import { useAuth0 } from "@/hooks/useAuth0";
 
-interface FederatedConnectionPopupProps {
-  interrupt: FederatedConnectionInterrupt;
+interface TokenVaultPopupProps {
+  interrupt: TokenVaultInterrupt;
   onResume: () => void;
 }
 
-export function FederatedConnectionPopup({
+export function TokenVaultPopup({
   interrupt,
   onResume,
-}: FederatedConnectionPopupProps) {
+}: TokenVaultPopupProps) {
   const [isConnecting, setIsConnecting] = useState(false);
   const { getToken } = useAuth0();
 
@@ -542,8 +542,8 @@ export function FederatedConnectionPopup({
 
 ##### How It Works
 
-1. **Agent Tool Execution**: When a tool like `checkUsersCalendar` needs additional permissions, it throws a `FederatedConnectionError`
-2. **LangGraph Interrupt**: LangGraph converts this into a `FederatedConnectionInterrupt` and pauses execution
+1. **Agent Tool Execution**: When a tool like `checkUsersCalendar` needs additional permissions, it throws a `TokenVaultError`
+2. **LangGraph Interrupt**: LangGraph converts this into a `TokenVaultInterrupt` and pauses execution
 3. **Frontend Detection**: The React app detects the interrupt and renders the `Auth0InterruptHandler`
 4. **User Authorization**: User clicks to authorize the connection in a popup window
 5. **Resume Execution**: After authorization, the conversation resumes with the new permissions
@@ -649,7 +649,7 @@ const auth0AI = new Auth0AI({
   },
 });
 
-export const withGoogleCalendar = auth0AI.withTokenForConnection({
+export const withGoogleCalendar = auth0AI.withTokenVault({
   connection: "google-oauth2",
   scopes: ["https://www.googleapis.com/auth/calendar.freebusy"],
   accessToken: async (_, config) => {
@@ -666,8 +666,8 @@ import { addHours, formatISO } from "date-fns";
 import { GaxiosError } from "gaxios";
 import { google } from "googleapis";
 
-import { getAccessTokenForConnection } from "@auth0/ai-langchain";
-import { FederatedConnectionError } from "@auth0/ai/interrupts";
+import { getAccessTokenFromTokenVault } from "@auth0/ai-langchain";
+import { TokenVaultError } from "@auth0/ai/interrupts";
 import { tool } from "@langchain/core/tools";
 
 import { withGoogleCalendar } from "../../auth0-ai";
@@ -676,7 +676,7 @@ export const checkUsersCalendar = withGoogleCalendar(
   tool(
     async ({ date }) => {
       try {
-        const accessToken = getAccessTokenForConnection();
+        const accessToken = getAccessTokenFromTokenVault();
 
         const calendar = google.calendar("v3");
         const auth = new google.auth.OAuth2();
@@ -700,8 +700,8 @@ export const checkUsersCalendar = withGoogleCalendar(
         };
       } catch (err) {
         if (err instanceof GaxiosError && err.status === 401) {
-          throw new FederatedConnectionError(
-            `Authorization required to access the Federated Connection`
+          throw new TokenVaultError(
+            `Authorization required to access the Token Vault`
           );
         }
         throw err;
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/README.md b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/README.md
index a6abbb25..3a9050d1 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/README.md
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/README.md
@@ -226,7 +226,7 @@ const auth0AI = new Auth0AI({
   },
 });
 
-export const withGoogleCalendar = auth0AI.withTokenForConnection({
+export const withGoogleCalendar = auth0AI.withTokenVault({
   connection: "google-oauth2",
   scopes: ["https://www.googleapis.com/auth/calendar.freebusy"],
   accessToken: async (_, config) => {
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/package.json b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/package.json
index c5daaf61..5aa769ad 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/package.json
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/package.json
@@ -13,37 +13,36 @@
   "dependencies": {
     "@auth0/ai": "*",
     "@auth0/ai-langchain": "*",
-    "@langchain/anthropic": "^0.3.26",
-    "@langchain/community": "^0.3.54",
-    "@langchain/core": "^0.3.72",
-    "@langchain/langgraph": "^0.4.6",
-    "@langchain/langgraph-sdk": "^0.0.107",
-    "@langchain/openai": "^0.3.0",
+    "@langchain/anthropic": "^0.3.30",
+    "@langchain/core": "^0.3.78",
+    "@langchain/langgraph": "^0.4.9",
+    "@langchain/langgraph-sdk": "^0.0.109",
+    "@langchain/openai": "^0.6.14",
     "date-fns": "^4.1.0",
-    "dotenv": "^16.4.5",
-    "gaxios": "^6.7.1",
-    "googleapis": "^150.0.1",
+    "dotenv": "^16.4.7",
+    "gaxios": "^7.1.2",
+    "googleapis": "^161.0.0",
     "jose": "^6.1.0",
-    "langchain": "^0.3.19",
-    "uuid": "^10.0.0",
-    "zod": "^3.24.2"
+    "langchain": "^0.3.35",
+    "uuid": "^13.0.0",
+    "zod": "^3.25.76"
   },
   "devDependencies": {
-    "@eslint/eslintrc": "^3.3.0",
-    "@eslint/js": "^9.22.0",
-    "@jest/globals": "^29.7.0",
-    "@types/node": "^20",
-    "@types/uuid": "^10.0.0",
-    "@typescript-eslint/eslint-plugin": "^8.26.1",
-    "@typescript-eslint/parser": "^8.26.1",
-    "eslint": "^9.19.0",
-    "eslint-config-prettier": "^10.1.1",
-    "eslint-plugin-import": "^2.31.0",
+    "@eslint/eslintrc": "^3.3.1",
+    "@eslint/js": "^9.36.0",
+    "@jest/globals": "^30.2.0",
+    "@types/node": "^24",
+    "@types/uuid": "^11.0.0",
+    "@typescript-eslint/eslint-plugin": "^8.45.0",
+    "@typescript-eslint/parser": "^8.45.0",
+    "eslint": "^9.36.0",
+    "eslint-config-prettier": "^10.1.8",
+    "eslint-plugin-import": "^2.32.0",
     "eslint-plugin-no-instanceof": "^1.0.1",
-    "eslint-plugin-prettier": "^5.2.3",
-    "globals": "^15.14.0",
-    "prettier": "^3.3.3",
-    "tsx": "^4.19.1",
+    "eslint-plugin-prettier": "^5.5.4",
+    "globals": "^16.4.0",
+    "prettier": "^3.6.2",
+    "tsx": "^4.20.6",
     "turbo": "latest",
     "typescript": "^5"
   }
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/auth0-ai.ts b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/auth0-ai.ts
index 3f400f92..ea036e11 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/auth0-ai.ts
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/auth0-ai.ts
@@ -13,7 +13,7 @@ export const withAccessTokenForConnection = (
   connection: string,
   scopes: string[]
 ) =>
-  auth0AI.withTokenForConnection({
+  auth0AI.withTokenVault({
     connection,
     scopes,
     accessToken: async (_, config) => {
@@ -23,13 +23,9 @@ export const withAccessTokenForConnection = (
   });
 
 export const withGoogleCalendar = withAccessTokenForConnection(
-  "google-oauth2",
-  ["https://www.googleapis.com/auth/calendar.freebusy"]
-);
-
-export const withGoogleCalendarCommunity = withAccessTokenForConnection(
   "google-oauth2",
   [
+    "https://www.googleapis.com/auth/calendar.freebusy",
     "https://www.googleapis.com/auth/calendar",
     "https://www.googleapis.com/auth/calendar.events",
   ]
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/calendar-view-tool.ts b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/calendar-view-tool.ts
deleted file mode 100644
index 665594fa..00000000
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/calendar-view-tool.ts
+++ /dev/null
@@ -1,20 +0,0 @@
-import { getAccessTokenForConnection } from "@auth0/ai-langchain";
-import { GoogleCalendarViewTool } from "@langchain/community/tools/google_calendar";
-import { ChatOpenAI } from "@langchain/openai";
-
-import { withGoogleCalendarCommunity } from "../../auth0-ai";
-
-const model = new ChatOpenAI({
-  model: "gpt-4o-mini",
-  temperature: 0,
-});
-
-export const calendarCommunityTool = withGoogleCalendarCommunity(
-  new GoogleCalendarViewTool({
-    credentials: {
-      accessToken: async () => getAccessTokenForConnection(),
-      calendarId: "primary",
-    },
-    model,
-  })
-);
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/check-user-calendar.ts b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/check-user-calendar.ts
index ccd6cd71..f9f16adb 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/check-user-calendar.ts
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/check-user-calendar.ts
@@ -3,8 +3,8 @@ import { GaxiosError } from "gaxios";
 import { google } from "googleapis";
 import { z } from "zod";
 
-import { getAccessTokenForConnection } from "@auth0/ai-langchain";
-import { FederatedConnectionError } from "@auth0/ai/interrupts";
+import { getAccessTokenFromTokenVault } from "@auth0/ai-langchain";
+import { TokenVaultError } from "@auth0/ai/interrupts";
 import { tool } from "@langchain/core/tools";
 
 import { withGoogleCalendar } from "../../auth0-ai";
@@ -13,7 +13,7 @@ export const checkUsersCalendar = withGoogleCalendar(
   tool(
     async ({ date }) => {
       try {
-        const accessToken = getAccessTokenForConnection();
+        const accessToken = getAccessTokenFromTokenVault();
 
         const calendar = google.calendar("v3");
         const auth = new google.auth.OAuth2();
@@ -37,8 +37,8 @@ export const checkUsersCalendar = withGoogleCalendar(
         };
       } catch (err) {
         if (err instanceof GaxiosError && err.status === 401) {
-          throw new FederatedConnectionError(
-            `Authorization required to access the Federated Connection`
+          throw new TokenVaultError(
+            `Authorization required to access the Token Vault`
           );
         }
         throw err;
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/index.ts b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/index.ts
index 5150dbb2..2d439b74 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/index.ts
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/index.ts
@@ -1,8 +1,8 @@
 import { LangGraphRunnableConfig } from "@langchain/langgraph";
 
-import { calendarCommunityTool } from "./calendar-view-tool";
 import { checkUsersCalendar } from "./check-user-calendar";
 import { createUpsertMemoryTool } from "./upsert-memory";
+import { viewCalendarEvents } from "./view-calendar-events";
 
 /**
  * Initialize tools within a function so that they have access to the current
@@ -11,7 +11,7 @@ import { createUpsertMemoryTool } from "./upsert-memory";
 export function initializeTools(config?: LangGraphRunnableConfig) {
   const upsertMemoryTool = createUpsertMemoryTool(config);
 
-  return [upsertMemoryTool, checkUsersCalendar, calendarCommunityTool];
+  return [upsertMemoryTool, checkUsersCalendar, viewCalendarEvents];
 }
 
-export { checkUsersCalendar, calendarCommunityTool };
+export { checkUsersCalendar, viewCalendarEvents };
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/view-calendar-events.ts b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/view-calendar-events.ts
new file mode 100644
index 00000000..0009bedf
--- /dev/null
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/agents/src/memory-agent/tools/view-calendar-events.ts
@@ -0,0 +1,83 @@
+import { addHours, formatISO } from "date-fns";
+import { GaxiosError } from "gaxios";
+import { google } from "googleapis";
+import { z } from "zod";
+
+import { getAccessTokenFromTokenVault } from "@auth0/ai-langchain";
+import { TokenVaultError } from "@auth0/ai/interrupts";
+import { tool } from "@langchain/core/tools";
+
+import { withGoogleCalendar } from "../../auth0-ai";
+
+export const viewCalendarEvents = withGoogleCalendar(
+  tool(
+    async ({ startDate, endDate, maxResults }) => {
+      try {
+        const accessToken = getAccessTokenFromTokenVault();
+
+        const calendar = google.calendar("v3");
+        const auth = new google.auth.OAuth2();
+
+        auth.setCredentials({
+          access_token: accessToken,
+        });
+
+        const response = await calendar.events.list({
+          auth,
+          calendarId: "primary",
+          timeMin: formatISO(startDate),
+          timeMax: endDate
+            ? formatISO(endDate)
+            : addHours(startDate, 24).toISOString(),
+          maxResults: maxResults || 10,
+          singleEvents: true,
+          orderBy: "startTime",
+        });
+
+        const events = response.data.items || [];
+
+        return {
+          events: events.map((event) => ({
+            id: event.id,
+            summary: event.summary,
+            start: event.start?.dateTime || event.start?.date,
+            end: event.end?.dateTime || event.end?.date,
+            description: event.description,
+            location: event.location,
+          })),
+          totalEvents: events.length,
+        };
+      } catch (err) {
+        if (err instanceof GaxiosError && err.status === 401) {
+          throw new TokenVaultError(
+            `Authorization required to access the Token Vault`
+          );
+        }
+        throw err;
+      }
+    },
+    {
+      name: "view_calendar_events",
+      description: "View calendar events for a specific date range",
+      schema: z.object({
+        startDate: z.coerce
+          .date()
+          .describe("The start date to view events from"),
+        endDate: z.coerce
+          .date()
+          .nullable()
+          .default(null)
+          .describe(
+            "The end date to view events until (optional, defaults to 24 hours from start)"
+          ),
+        maxResults: z
+          .number()
+          .nullable()
+          .default(10)
+          .describe(
+            "Maximum number of events to return (optional, defaults to 10)"
+          ),
+      }),
+    }
+  )
+);
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/package.json b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/package.json
index 19f8df29..80c03018 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/package.json
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/package.json
@@ -13,69 +13,69 @@
   },
   "dependencies": {
     "@auth0/ai": "*",
-    "@auth0/auth0-spa-js": "^2.1.3",
-    "@langchain/core": "^0.3.72",
-    "@langchain/langgraph": "^0.4.6",
-    "@langchain/langgraph-api": "^0.0.63",
-    "@langchain/langgraph-cli": "^0.0.60",
+    "@auth0/auth0-spa-js": "^2.5.0",
+    "@langchain/core": "^0.3.78",
+    "@langchain/langgraph": "^0.4.9",
+    "@langchain/langgraph-api": "^0.0.69",
+    "@langchain/langgraph-cli": "^0.0.69",
     "@langchain/langgraph-sdk": "^0.0.109",
-    "@radix-ui/react-avatar": "^1.1.3",
-    "@radix-ui/react-dialog": "^1.1.6",
-    "@radix-ui/react-label": "^2.1.2",
-    "@radix-ui/react-separator": "^1.1.2",
-    "@radix-ui/react-slot": "^1.1.2",
-    "@radix-ui/react-switch": "^1.1.3",
-    "@radix-ui/react-tooltip": "^1.1.8",
-    "@tailwindcss/postcss": "^4.0.9",
-    "@tailwindcss/vite": "^4.0.9",
+    "@radix-ui/react-avatar": "^1.1.10",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-label": "^2.1.7",
+    "@radix-ui/react-separator": "^1.1.7",
+    "@radix-ui/react-slot": "^1.2.3",
+    "@radix-ui/react-switch": "^1.2.6",
+    "@radix-ui/react-tooltip": "^1.2.8",
+    "@tailwindcss/postcss": "^4.1.14",
+    "@tailwindcss/vite": "^4.1.14",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
-    "esbuild": "^0.25.0",
-    "esbuild-plugin-tailwindcss": "^2.0.1",
-    "framer-motion": "^12.4.9",
-    "katex": "^0.16.21",
+    "esbuild": "^0.25.10",
+    "esbuild-plugin-tailwindcss": "^2.1.0",
+    "framer-motion": "^12.23.22",
+    "katex": "^0.16.23",
     "lodash": "^4.17.21",
-    "lucide-react": "^0.476.0",
-    "next-themes": "^0.4.4",
-    "prettier": "^3.5.2",
-    "react": "^19.0.0",
-    "react-dom": "^19.0.0",
-    "react-markdown": "^10.0.1",
-    "react-router-dom": "^6.17.0",
-    "react-syntax-highlighter": "^15.5.0",
-    "recharts": "^2.15.1",
+    "lucide-react": "^0.544.0",
+    "next-themes": "^0.4.6",
+    "prettier": "^3.6.2",
+    "react": "^19.2.0",
+    "react-dom": "^19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-router-dom": "^7.9.3",
+    "react-syntax-highlighter": "^15.6.6",
+    "recharts": "^3.2.1",
     "rehype-katex": "^7.0.1",
     "remark-gfm": "^4.0.1",
     "remark-math": "^6.0.0",
-    "sonner": "^2.0.1",
-    "nuqs": "^2.4.1",
-    "tailwind-merge": "^3.0.2",
+    "sonner": "^2.0.7",
+    "nuqs": "^2.7.0",
+    "tailwind-merge": "^3.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.46",
-    "uuid": "^11.0.5",
-    "zod": "^3.24.2"
+    "use-stick-to-bottom": "^1.1.1",
+    "uuid": "^13.0.0",
+    "zod": "^3.25.76"
   },
   "devDependencies": {
-    "@eslint/js": "^9.19.0",
-    "@types/lodash": "^4.17.16",
-    "@types/node": "^22.13.5",
-    "@types/react": "^19.0.8",
-    "@types/react-dom": "^19.0.3",
+    "@eslint/js": "^9.37.0",
+    "@types/lodash": "^4.17.20",
+    "@types/node": "^24.7.0",
+    "@types/react": "^19.2.0",
+    "@types/react-dom": "^19.2.0",
     "@types/react-syntax-highlighter": "^15.5.13",
     "turbo": "latest",
-    "@vitejs/plugin-react": "^4.3.4",
-    "autoprefixer": "^10.4.20",
+    "@vitejs/plugin-react": "^5.0.4",
+    "autoprefixer": "^10.4.21",
     "dotenv": "^16.4.7",
-    "eslint": "^9.19.0",
-    "eslint-plugin-react-hooks": "^5.0.0",
-    "eslint-plugin-react-refresh": "^0.4.18",
-    "globals": "^15.14.0",
-    "tailwind-scrollbar": "^4.0.1",
+    "eslint": "^9.37.0",
+    "eslint-plugin-react-hooks": "^6.1.1",
+    "eslint-plugin-react-refresh": "^0.4.23",
+    "globals": "^16.4.0",
+    "tailwind-scrollbar": "^4.0.2",
     "tailwindcss": "^4.0.6",
-    "typescript": "~5.7.2",
-    "typescript-eslint": "^8.22.0",
-    "vite": "^6.1.0"
+    "typescript": "~5.9.3",
+    "typescript-eslint": "^8.45.0",
+    "vite": "^7.1.9"
   },
   "overrides": {
     "react-is": "^19.0.0-rc-69d4b800-20241021"
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/Auth0InterruptHandler.tsx b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/Auth0InterruptHandler.tsx
index f04988bd..1b5afdfe 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/Auth0InterruptHandler.tsx
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/Auth0InterruptHandler.tsx
@@ -1,6 +1,6 @@
-import { FederatedConnectionInterrupt } from "@auth0/ai/interrupts";
+import { TokenVaultInterrupt } from "@auth0/ai/interrupts";
 
-import { FederatedConnectionPopup } from "./FederatedConnectionPopup";
+import { TokenVaultConsentPopup } from "./TokenVaultConsentPopup";
 
 /**
  * General Auth0 interrupt handler component.
@@ -9,7 +9,7 @@ import { FederatedConnectionPopup } from "./FederatedConnectionPopup";
  */
 
 interface Auth0InterruptHandlerProps {
-  // Auth0 interrupt object. This can be of various types like FederatedConnectionInterrupt, CIBAInterrupt, etc.
+  // Auth0 interrupt object. This can be of various types like TokenVaultInterrupt, AsyncAuthorizationInterrupt, etc.
   interrupt: any;
   onResume?: () => void;
 }
@@ -18,18 +18,18 @@ export function Auth0InterruptHandler({
   interrupt,
   onResume,
 }: Auth0InterruptHandlerProps) {
-  // Handle FederatedConnectionInterrupt
-  if (FederatedConnectionInterrupt.isInterrupt(interrupt)) {
+  // Handle TokenVaultInterrupt
+  if (TokenVaultInterrupt.isInterrupt(interrupt)) {
     return (
-      <FederatedConnectionPopup
-        interrupt={interrupt as FederatedConnectionInterrupt}
+      <TokenVaultConsentPopup
+        interrupt={interrupt as TokenVaultInterrupt}
         onResume={onResume}
       />
     );
   }
 
   // Handle other Auth0 interrupt types here in the future
-  // For example: CIBAInterrupt, DeviceInterrupt, etc.
+  // For example: AsyncAuthorizationInterrupt, DeviceInterrupt, etc.
 
   // If we don't recognize the interrupt type, don't render anything
   return null;
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/FederatedConnectionPopup.tsx b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/TokenVaultConsentPopup.tsx
similarity index 87%
rename from call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/FederatedConnectionPopup.tsx
rename to call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/TokenVaultConsentPopup.tsx
index ba57adb5..41fb3c91 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/FederatedConnectionPopup.tsx
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/TokenVaultConsentPopup.tsx
@@ -3,23 +3,23 @@ import { useCallback, useState } from "react";
 import { Button } from "@/components/ui/button";
 import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
 import { getAuth0Client } from "@/lib/auth0";
-import { FederatedConnectionInterrupt } from "@auth0/ai/interrupts";
+import { TokenVaultInterrupt } from "@auth0/ai/interrupts";
 
 /**
- * Component for handling federated connection authorization in LangGraph SDK.
- * This handles Auth0 federated connection interrupts by prompting the user
+ * Component for handling Token Vault authorization in LangGraph SDK.
+ * This handles Auth0 Token Vault interrupts by prompting the user
  * to authorize additional scopes via popup authentication.
  */
 
-interface FederatedConnectionPopupProps {
-  interrupt: FederatedConnectionInterrupt;
+interface TokenVaultConsentPopupProps {
+  interrupt: TokenVaultInterrupt;
   onResume?: () => void;
 }
 
-export function FederatedConnectionPopup({
+export function TokenVaultConsentPopup({
   interrupt,
   onResume,
-}: FederatedConnectionPopupProps) {
+}: TokenVaultConsentPopupProps) {
   const [isLoading, setIsLoading] = useState(false);
 
   const { connection, requiredScopes, message } = interrupt;
@@ -40,7 +40,7 @@ export function FederatedConnectionPopup({
       // Use getTokenWithPopup for step-up authorization to request additional scopes
       await auth0Client.getTokenWithPopup({
         authorizationParams: {
-          prompt: "consent", // Required for federated connection scopes
+          prompt: "consent", // Required for token vault scopes
           connection: connection, // e.g., "google-oauth2"
           connection_scope: validScopes.join(" "), // Connection-specific scopes
           access_type: "offline",
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/TokenVaultPopup.tsx b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/TokenVaultPopup.tsx
new file mode 100644
index 00000000..41fb3c91
--- /dev/null
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/TokenVaultPopup.tsx
@@ -0,0 +1,112 @@
+import { useCallback, useState } from "react";
+
+import { Button } from "@/components/ui/button";
+import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
+import { getAuth0Client } from "@/lib/auth0";
+import { TokenVaultInterrupt } from "@auth0/ai/interrupts";
+
+/**
+ * Component for handling Token Vault authorization in LangGraph SDK.
+ * This handles Auth0 Token Vault interrupts by prompting the user
+ * to authorize additional scopes via popup authentication.
+ */
+
+interface TokenVaultConsentPopupProps {
+  interrupt: TokenVaultInterrupt;
+  onResume?: () => void;
+}
+
+export function TokenVaultConsentPopup({
+  interrupt,
+  onResume,
+}: TokenVaultConsentPopupProps) {
+  const [isLoading, setIsLoading] = useState(false);
+
+  const { connection, requiredScopes, message } = interrupt;
+
+  // Use Auth0 SPA SDK to request additional connection/scopes
+  const startFederatedLogin = useCallback(async () => {
+    try {
+      setIsLoading(true);
+
+      // Filter out empty scopes
+      const validScopes = requiredScopes.filter(
+        (scope: string) => scope && scope.trim() !== "",
+      );
+
+      // Get the Auth0 client and use getTokenWithPopup for step-up authorization
+      const auth0Client = getAuth0Client();
+
+      // Use getTokenWithPopup for step-up authorization to request additional scopes
+      await auth0Client.getTokenWithPopup({
+        authorizationParams: {
+          prompt: "consent", // Required for token vault scopes
+          connection: connection, // e.g., "google-oauth2"
+          connection_scope: validScopes.join(" "), // Connection-specific scopes
+          access_type: "offline",
+        },
+      });
+
+      // IMPORTANT: After getting new scopes via popup, we need to ensure
+      // subsequent API calls use the updated token. The Auth0 client should automatically
+      // use the new token, but we should trigger a refresh to ensure the latest token is cached.
+      await auth0Client.getTokenSilently();
+
+      setIsLoading(false);
+
+      // Resume the interrupted tool after successful authorization
+      if (typeof onResume === "function") {
+        onResume();
+      }
+    } catch (error) {
+      console.error("Federated login failed:", error);
+      setIsLoading(false);
+
+      // Even if login fails, we should clear the interrupt
+      if (typeof onResume === "function") {
+        onResume();
+      }
+    }
+  }, [connection, requiredScopes, onResume]);
+
+  if (isLoading) {
+    return (
+      <Card className="w-full">
+        <CardContent className="flex items-center justify-center p-6">
+          <div className="text-center">
+            <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-primary mx-auto mb-2"></div>
+            <p className="text-sm text-muted-foreground">
+              Connecting to {connection.replace("-", " ")}...
+            </p>
+          </div>
+        </CardContent>
+      </Card>
+    );
+  }
+
+  return (
+    <Card className="w-full border-yellow-200 bg-yellow-50">
+      <CardHeader>
+        <CardTitle className="text-lg text-yellow-800">
+          Authorization Required
+        </CardTitle>
+      </CardHeader>
+      <CardContent className="space-y-4">
+        <p className="text-sm text-yellow-700">
+          {message ||
+            `To access your ${connection.replace("-", " ")} data, you need to
+          authorize this application.`}
+        </p>
+        <p className="text-xs text-yellow-600">
+          Required permissions:{" "}
+          {requiredScopes
+            .filter((scope: string) => scope && scope.trim() !== "")
+            .join(", ")}
+        </p>
+        <Button onClick={startFederatedLogin} className="w-full">
+          Authorize {connection.replace("-", " ")}
+        </Button>
+      </CardContent>
+    </Card>
+  );
+}
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/index.ts b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/index.ts
index 990b88aa..fd8661ba 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/index.ts
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/apps/web/src/components/auth0/index.ts
@@ -1,2 +1,2 @@
-export { FederatedConnectionPopup } from "./FederatedConnectionPopup";
+export { TokenVaultConsentPopup } from "./TokenVaultConsentPopup";
 export { Auth0InterruptHandler } from "./Auth0InterruptHandler";
diff --git a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/package.json b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/package.json
index 752ae16f..316408f2 100644
--- a/call-apis-on-users-behalf/others-api/langchain-react-spa-js/package.json
+++ b/call-apis-on-users-behalf/others-api/langchain-react-spa-js/package.json
@@ -17,24 +17,23 @@
     "lint:all:fix": "turbo lint:fix"
   },
   "dependencies": {
-    "@auth0/ai": "*",
-    "@auth0/ai-langchain": "*",
-    "@langchain/community": "^0.3.54"
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-langchain": "^4.0.0"
   },
   "devDependencies": {
-    "turbo": "latest",
-    "tsx": "^4.19.1",
-    "typescript": "^5",
-    "eslint": "^9.19.0",
-    "@typescript-eslint/eslint-plugin": "^8.26.1",
-    "@eslint/eslintrc": "^3.3.0",
-    "@typescript-eslint/parser": "^8.26.1",
-    "@tsconfig/recommended": "^1.0.8",
-    "eslint-config-prettier": "^10.1.1",
-    "eslint-plugin-import": "^2.31.0",
+    "@eslint/eslintrc": "^3.3.1",
+    "@tsconfig/recommended": "^1.0.10",
+    "@typescript-eslint/eslint-plugin": "^8.45.0",
+    "@typescript-eslint/parser": "^8.45.0",
+    "eslint": "^9.37.0",
+    "eslint-config-prettier": "^10.1.8",
+    "eslint-plugin-import": "^2.32.0",
     "eslint-plugin-no-instanceof": "^1.0.1",
-    "eslint-plugin-prettier": "^5.2.3",
-    "prettier": "^3.3.3"
+    "eslint-plugin-prettier": "^5.5.4",
+    "prettier": "^3.6.2",
+    "tsx": "^4.20.6",
+    "turbo": "latest",
+    "typescript": "^5"
   },
-  "packageManager": "npm@11.2.1"
+  "packageManager": "npm@11.6.1"
 }
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/.eslintrc.json b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/.eslintrc.json
index bffb357a..1b168b99 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/.eslintrc.json
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/.eslintrc.json
@@ -1,3 +1,28 @@
 {
-  "extends": "next/core-web-vitals"
+  "root": true,
+  "extends": ["next/core-web-vitals", "plugin:@typescript-eslint/recommended"],
+  "parser": "@typescript-eslint/parser",
+  "plugins": ["@typescript-eslint", "import"],
+  "rules": {
+    "@typescript-eslint/no-var-requires": "off",
+    "import/no-commonjs": "off",
+    "@typescript-eslint/no-explicit-any": "off",
+    "@typescript-eslint/no-non-null-asserted-optional-chain": "off",
+    "@typescript-eslint/no-require-imports": "off",
+    "@typescript-eslint/no-unused-vars": "warn",
+    "react-hooks/rules-of-hooks": "warn"
+  },
+  "overrides": [
+    {
+      "files": ["*.config.{js,cjs,mjs}", "scripts/**", "next.config.*", "postcss.config.js", "tailwind.config.*"],
+      "rules": {
+        "@typescript-eslint/no-var-requires": "off",
+        "import/no-commonjs": "off"
+      }
+    },
+    {
+      "files": ["**/__tests__/**", "**/*.test.{ts,tsx}"],
+      "env": { "jest": true }
+    }
+  ]
 }
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/README.md b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/README.md
index 039c2667..81e1368c 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/README.md
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/README.md
@@ -28,17 +28,17 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional: start the postgres database
 docker compose up -d
 # Optional: create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun dev # or npm run dev
+npm run dev # or bun dev
 ```
 
 Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -86,7 +86,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/package-lock.json b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/package-lock.json
new file mode 100644
index 00000000..b835f77e
--- /dev/null
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/package-lock.json
@@ -0,0 +1,10594 @@
+{
+  "name": "auth0-assistant0",
+  "version": "0.0.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "auth0-assistant0",
+      "version": "0.0.0",
+      "dependencies": {
+        "@ai-sdk/openai": "2.0.24",
+        "@ai-sdk/react": "2.0.33",
+        "@auth0/ai": "^5.0.0",
+        "@auth0/ai-vercel": "^4.0.0",
+        "@auth0/nextjs-auth0": "^4.4.2",
+        "@radix-ui/react-avatar": "^1.1.10",
+        "@radix-ui/react-checkbox": "^1.3.3",
+        "@radix-ui/react-dialog": "^1.1.15",
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+      "dev": true,
+      "dependencies": {
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+        "is-boolean-object": "^1.2.1",
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+      },
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+      },
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+        "url": "https://github.com/sponsors/ljharb"
+      }
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+      "version": "1.2.1",
+      "resolved": "https://registry.npmjs.org/which-builtin-type/-/which-builtin-type-1.2.1.tgz",
+      "integrity": "sha512-6iBczoX+kDQ7a3+YJBnh3T+KZRxM/iYNPXicqk66/Qfm1b93iu+yOImkg0zHbj5LNOcNv1TEADiZ0xa34B4q6Q==",
+      "dev": true,
+      "dependencies": {
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+        "function.prototype.name": "^1.1.6",
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+        "is-finalizationregistry": "^1.1.0",
+        "is-generator-function": "^1.0.10",
+        "is-regex": "^1.2.1",
+        "is-weakref": "^1.0.2",
+        "isarray": "^2.0.5",
+        "which-boxed-primitive": "^1.1.0",
+        "which-collection": "^1.0.2",
+        "which-typed-array": "^1.1.16"
+      },
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+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/which-collection": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/which-collection/-/which-collection-1.0.2.tgz",
+      "integrity": "sha512-K4jVyjnBdgvc86Y6BkaLZEN933SwYOuBFkdmBu9ZfkcAbdVbpITnDmjvZ/aQjRXQrv5EPkTnD1s39GiiqbngCw==",
+      "dev": true,
+      "dependencies": {
+        "is-map": "^2.0.3",
+        "is-set": "^2.0.3",
+        "is-weakmap": "^2.0.2",
+        "is-weakset": "^2.0.3"
+      },
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+      },
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+      }
+    },
+    "node_modules/which-typed-array": {
+      "version": "1.1.19",
+      "resolved": "https://registry.npmjs.org/which-typed-array/-/which-typed-array-1.1.19.tgz",
+      "integrity": "sha512-rEvr90Bck4WZt9HHFC4DJMsjvu7x+r6bImz0/BrbWb7A2djJ8hnZMrWnHo9F8ssv0OMErasDhftrfROTyqSDrw==",
+      "dev": true,
+      "dependencies": {
+        "available-typed-arrays": "^1.0.7",
+        "call-bind": "^1.0.8",
+        "call-bound": "^1.0.4",
+        "for-each": "^0.3.5",
+        "get-proto": "^1.0.1",
+        "gopd": "^1.2.0",
+        "has-tostringtag": "^1.0.2"
+      },
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+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
+    "node_modules/word-wrap": {
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
+      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
+      "dev": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/wrap-ansi": {
+      "version": "8.1.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-8.1.0.tgz",
+      "integrity": "sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ==",
+      "dependencies": {
+        "ansi-styles": "^6.1.0",
+        "string-width": "^5.0.1",
+        "strip-ansi": "^7.0.1"
+      },
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs": {
+      "name": "wrap-ansi",
+      "version": "7.0.0",
+      "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz",
+      "integrity": "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q==",
+      "dependencies": {
+        "ansi-styles": "^4.0.0",
+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/wrap-ansi?sponsor=1"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/ansi-regex": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi-cjs/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/wrap-ansi/node_modules/ansi-styles": {
+      "version": "6.2.3",
+      "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.3.tgz",
+      "integrity": "sha512-4Dj6M28JB+oAH8kFkTLUo+a2jwOFkuqb3yucU0CANcRRUbxS0cP0nZYCGjcc3BNXwRIsUVmDGgzawme7zvJHvg==",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/ws": {
+      "version": "7.5.10",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.10.tgz",
+      "integrity": "sha512-+dbF1tHwZpXcbOJdVOkzLDxZP1ailvSxM6ZweXTegylPny803bFhA+vqBYw4s31NSAk4S2Qz+AKXK9a4wkdjcQ==",
+      "dev": true,
+      "engines": {
+        "node": ">=8.3.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": "^5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/yaml": {
+      "version": "2.8.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.1.tgz",
+      "integrity": "sha512-lcYcMxX2PO9XMGvAJkJ3OsNMw+/7FKes7/hgerGUYWIoWu5j/+YQqcZr5JnPZWzOsEBgMbSbiSTn/dv/69Mkpw==",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      }
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.24.6",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
+      "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
+      "peerDependencies": {
+        "zod": "^3.24.1"
+      }
+    },
+    "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/call-apis-on-users-behalf/others-api/vercel-ai-next-js/package.json b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/package.json
index 9b48ca02..e4da10e6 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/package.json
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/package.json
@@ -21,61 +21,63 @@
     "node": ">=18"
   },
   "dependencies": {
-    "@ai-sdk/openai": "1",
-    "@ai-sdk/react": "1",
-    "@auth0/ai-vercel": "3",
-    "@auth0/nextjs-auth0": "4",
-    "@radix-ui/react-avatar": "^1.1.7",
-    "@radix-ui/react-checkbox": "^1.2.3",
-    "@radix-ui/react-dialog": "^1.1.11",
-    "@radix-ui/react-dropdown-menu": "^2.1.12",
-    "@radix-ui/react-popover": "^1.1.11",
-    "@radix-ui/react-slot": "^1.2.0",
-    "ai": "4",
+    "@ai-sdk/openai": "2.0.24",
+    "@ai-sdk/react": "2.0.33",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-vercel": "^4.0.0",
+    "@auth0/nextjs-auth0": "^4.4.2",
+    "@radix-ui/react-avatar": "^1.1.10",
+    "@radix-ui/react-checkbox": "^1.3.3",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-dropdown-menu": "^2.1.16",
+    "@radix-ui/react-popover": "^1.1.15",
+    "@radix-ui/react-slot": "^1.2.3",
+    "ai": "5.0.33",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
     "drizzle-orm": "^0.43.1",
     "drizzle-zod": "^0.7.1",
-    "googleapis": "148",
+    "gaxios": "^7.1.2",
+    "googleapis": "161",
     "llm-chunk": "^0.0.1",
-    "lucide-react": "^0.475.0",
-    "marked": "^15.0.7",
-    "nanoid": "^5.1.5",
-    "next": "15.2.4",
-    "next-themes": "^0.4.4",
-    "nuqs": "^2.4.3",
+    "lucide-react": "^0.544.0",
+    "marked": "^16.3.0",
+    "nanoid": "^5.1.6",
+    "next": "15.5.4",
+    "next-themes": "^0.4.6",
+    "nuqs": "^2.7.0",
     "pdf-parse": "^1.1.1",
-    "postgres": "^3.4.5",
-    "react": "19.0.0",
+    "postgres": "^3.4.7",
+    "react": "19.2.0",
     "react-device-detect": "^2.2.3",
-    "react-dom": "19.0.0",
-    "react-markdown": "^10.0.0",
-    "react-toastify": "11.0.3",
-    "sonner": "^1.7.2",
-    "tailwind-merge": "^2.6.0",
+    "react-dom": "19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-toastify": "11.0.5",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^3.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.44",
+    "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "3",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76",
+    "zod-to-json-schema": "^3.24.5"
   },
   "devDependencies": {
-    "@next/bundle-analyzer": "^15.1.7",
-    "@types/node": "^22.13.4",
+    "@next/bundle-analyzer": "^15.5.4",
+    "@types/node": "^24.7.0",
     "@types/pdf-parse": "^1.1.5",
-    "@types/react": "19.0.9",
-    "@types/react-dom": "19.0.3",
-    "autoprefixer": "^10.4.20",
-    "dotenv": "^17.0.1",
-    "drizzle-kit": "^0.31.1",
-    "eslint": "^9.20.1",
-    "eslint-config-next": "^15.1.7",
+    "@types/react": "19.2.0",
+    "@types/react-dom": "19.2.0",
+    "autoprefixer": "^10.4.21",
+    "dotenv": "^16.4.7",
+    "drizzle-kit": "^0.31.5",
+    "eslint": "^9.37.0",
+    "eslint-config-next": "^15.5.4",
     "npm-run-all": "^4.1.5",
-    "postcss": "8.5.2",
-    "prettier": "^3.4.2",
+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/app/api/chat/route.ts b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/app/api/chat/route.ts
index 72e5bdd6..6126b8c6 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/app/api/chat/route.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/app/api/chat/route.ts
@@ -1,11 +1,17 @@
+import {
+  convertToModelMessages,
+  createUIMessageStream,
+  createUIMessageStreamResponse,
+  streamText,
+  UIMessage,
+} from 'ai';
 import { NextRequest } from 'next/server';
-import { streamText, Message, createDataStreamResponse, DataStreamWriter } from 'ai';
+
+import { getCalendarEventsTool } from '@/lib/tools/google-calendar';
 import { openai } from '@ai-sdk/openai';
 import { setAIContext } from '@auth0/ai-vercel';
 import { errorSerializer, withInterruptions } from '@auth0/ai-vercel/interrupts';
 
-import { getCalendarEventsTool } from '@/lib/tools/google-calendar';
-
 const date = new Date().toISOString();
 
 const AGENT_SYSTEM_TEMPLATE = `You are a personal assistant named Assistant0. You are a helpful assistant that can answer questions and help with tasks. You have access to a set of tools, use the tools as needed to answer the user's question. Render the email body as a markdown block, do not wrap it in code blocks. Today is ${date}.`;
@@ -14,46 +20,59 @@ const AGENT_SYSTEM_TEMPLATE = `You are a personal assistant named Assistant0. Yo
  * This handler initializes and calls an tool calling agent.
  */
 export async function POST(req: NextRequest) {
-  const request = await req.json();
-
-  const messages = sanitizeMessages(request.messages);
+  const { id, messages }: { id: string; messages: Array<UIMessage> } = await req.json();
 
-  setAIContext({ threadID: request.id });
+  setAIContext({ threadID: id });
 
   const tools = {
     getCalendarEventsTool,
   };
 
-  return createDataStreamResponse({
+  const modelMessages = convertToModelMessages(messages);
+
+  const stream = createUIMessageStream({
+    originalMessages: messages,
     execute: withInterruptions(
-      async (dataStream: DataStreamWriter) => {
+      async ({ writer }) => {
         const result = streamText({
           model: openai('gpt-4o-mini'),
           system: AGENT_SYSTEM_TEMPLATE,
-          messages,
-          maxSteps: 5,
+          messages: modelMessages,
           tools,
-        });
 
-        result.mergeIntoDataStream(dataStream, {
-          sendReasoning: true,
+          onFinish: (output) => {
+            if (output.finishReason === 'tool-calls') {
+              const lastMessage = output.content[output.content.length - 1];
+              if (lastMessage?.type === 'tool-error') {
+                const { toolName, toolCallId, error, input } = lastMessage;
+                const serializableError = {
+                  cause: error,
+                  toolCallId: toolCallId,
+                  toolName: toolName,
+                  toolArgs: input,
+                };
+
+                throw serializableError;
+              }
+            }
+          },
         });
+        writer.merge(
+          result.toUIMessageStream({
+            sendReasoning: true,
+          }),
+        );
       },
       {
-        messages,
+        messages: messages,
         tools,
       },
     ),
-    onError: errorSerializer((err: any) => {
-      console.log(err);
-      return `An error occurred! ${err.message}`;
+    onError: errorSerializer((err) => {
+      console.error('ai-sdk route: stream error', err);
+      return 'Oops, an error occured!';
     }),
   });
-}
 
-// Vercel AI tends to get stuck when there are incomplete tool calls in messages
-const sanitizeMessages = (messages: Message[]) => {
-  return messages.filter(
-    (message) => !(message.role === 'assistant' && message.parts && message.parts.length > 0 && message.content === ''),
-  );
-};
+  return createUIMessageStreamResponse({ stream });
+}
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/app/documents/page.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/app/documents/page.tsx
index 650e813e..f34aff1c 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/app/documents/page.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/app/documents/page.tsx
@@ -1,11 +1,11 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
 import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/index.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/index.tsx
deleted file mode 100644
index 57f8d924..00000000
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/index.tsx
+++ /dev/null
@@ -1,28 +0,0 @@
-import { BrowserView, MobileView } from "react-device-detect";
-
-import type { FederatedConnectionAuthProps } from "./FederatedConnectionAuthProps";
-import { EnsureAPIAccessPopup } from "./popup";
-import { EnsureAPIAccessRedirect } from "./redirect";
-
-export function EnsureAPIAccess(props: FederatedConnectionAuthProps) {
-  const { mode } = props;
-
-  switch (mode) {
-    case "popup":
-      return <EnsureAPIAccessPopup {...props} />;
-    case "redirect":
-      return <EnsureAPIAccessRedirect {...props} />;
-    case "auto":
-    default:
-      return (
-        <>
-          <BrowserView>
-            <EnsureAPIAccessPopup {...props} />
-          </BrowserView>
-          <MobileView>
-            <EnsureAPIAccessRedirect {...props} />
-          </MobileView>
-        </>
-      );
-  }
-}
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionAuthProps.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/TokenVaultAuthProps.tsx
similarity index 95%
rename from call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionAuthProps.tsx
rename to call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/TokenVaultAuthProps.tsx
index 6877a469..900339ad 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/FederatedConnectionAuthProps.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/TokenVaultAuthProps.tsx
@@ -9,7 +9,7 @@ import type { ReactNode } from "react";
  */
 export type AuthComponentMode = "redirect" | "popup" | "auto";
 
-export type FederatedConnectionAuthProps = {
+export type TokenVaultAuthProps = {
   interrupt: {
     connection: string;
     requiredScopes: string[];
diff --git a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/index.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/TokenVaultInterruptHandler.tsx
similarity index 52%
rename from authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/index.tsx
rename to call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/TokenVaultInterruptHandler.tsx
index 2d0ba171..f31f59e5 100644
--- a/authorization-for-rag/vercel-ai-next-js/src/components/auth0-ai/federated-connections/index.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/TokenVaultInterruptHandler.tsx
@@ -1,20 +1,20 @@
-import { FederatedConnectionInterrupt } from '@auth0/ai/interrupts';
+import { TokenVaultInterrupt } from '@auth0/ai/interrupts';
 import type { Auth0InterruptionUI } from '@auth0/ai-vercel/react';
 
-import { EnsureAPIAccess } from '@/components/auth0-ai/federated-connections/ensure-api-access';
+import { TokenVaultConsent } from '@/components/auth0-ai/TokenVault';
 
-interface FederatedConnectionInterruptHandlerProps {
+interface TokenVaultInterruptHandlerProps {
   interrupt: Auth0InterruptionUI | null;
 }
 
-export function FederatedConnectionInterruptHandler({ interrupt }: FederatedConnectionInterruptHandlerProps) {
-  if (!FederatedConnectionInterrupt.isInterrupt(interrupt)) {
+export function TokenVaultInterruptHandler({ interrupt }: TokenVaultInterruptHandlerProps) {
+  if (!TokenVaultInterrupt.isInterrupt(interrupt)) {
     return null;
   }
 
   return (
     <div key={interrupt.name} className="whitespace-pre-wrap">
-      <EnsureAPIAccess
+      <TokenVaultConsent
         mode="popup"
         interrupt={interrupt}
         connectWidget={{
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/index.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/index.tsx
new file mode 100644
index 00000000..dd3e0c24
--- /dev/null
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/index.tsx
@@ -0,0 +1,28 @@
+import { BrowserView, MobileView } from "react-device-detect";
+
+import type { TokenVaultAuthProps } from "./TokenVaultAuthProps";
+import { TokenVaultConsentPopup } from "./popup";
+import { TokenVaultConsentRedirect } from "./redirect";
+
+export function TokenVaultConsent(props: TokenVaultAuthProps) {
+  const { mode } = props;
+
+  switch (mode) {
+    case "popup":
+      return <TokenVaultConsentPopup {...props} />;
+    case "redirect":
+      return <TokenVaultConsentRedirect {...props} />;
+    case "auto":
+    default:
+      return (
+        <>
+          <BrowserView>
+            <TokenVaultConsentPopup {...props} />
+          </BrowserView>
+          <MobileView>
+            <TokenVaultConsentRedirect {...props} />
+          </MobileView>
+        </>
+      );
+  }
+}
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/popup.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/popup.tsx
similarity index 93%
rename from call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/popup.tsx
rename to call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/popup.tsx
index ca24acd8..f53fa7f6 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/FederatedConnections/popup.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/popup.tsx
@@ -4,14 +4,14 @@ import { useCallback, useEffect, useState } from "react";
 
 import { WaitingMessage } from "../util/loader";
 import { PromptUserContainer } from "../util/prompt-user-container";
-import type { FederatedConnectionAuthProps } from "./FederatedConnectionAuthProps";
+import type { TokenVaultAuthProps } from "./TokenVaultAuthProps";
 
-export function EnsureAPIAccessPopup({
+export function TokenVaultConsentPopup({
   interrupt: { connection, requiredScopes, resume },
   connectWidget: { icon, title, description, action, containerClassName },
   auth: { authorizePath = "/auth/login", returnTo = "/close" } = {},
   onFinish,
-}: FederatedConnectionAuthProps) {
+}: TokenVaultAuthProps) {
   const [isLoading, setIsLoading] = useState(false);
   const [loginPopup, setLoginPopup] = useState<Window | null>(null);
 
diff --git a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/redirect.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/redirect.tsx
similarity index 85%
rename from call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/redirect.tsx
rename to call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/redirect.tsx
index 5267f970..a92d92f3 100644
--- a/call-apis-on-users-behalf/others-api/langchain-next-js/src/components/auth0-ai/FederatedConnections/redirect.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/auth0-ai/TokenVault/redirect.tsx
@@ -1,16 +1,16 @@
 "use client";
 
 import { PromptUserContainer } from "../util/prompt-user-container";
-import type { FederatedConnectionAuthProps } from "./FederatedConnectionAuthProps";
+import type { TokenVaultAuthProps } from "./TokenVaultAuthProps";
 
-export function EnsureAPIAccessRedirect({
+export function TokenVaultConsentRedirect({
   interrupt: { requiredScopes, connection },
   connectWidget: { icon, title, description, action, containerClassName },
   auth: {
     authorizePath = "/auth/login",
     returnTo = window.location.pathname,
   } = {},
-}: FederatedConnectionAuthProps) {
+}: TokenVaultAuthProps) {
   return (
     <PromptUserContainer
       title={title}
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/chat-message-bubble.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/chat-message-bubble.tsx
index 4e68c268..6f4d897e 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/chat-message-bubble.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/chat-message-bubble.tsx
@@ -1,8 +1,8 @@
-import type { Message } from 'ai/react';
+import type { UIMessage } from 'ai';
 import { MemoizedMarkdown } from './memoized-markdown';
 import { cn } from '@/utils/cn';
 
-export function ChatMessageBubble(props: { message: Message; aiEmoji?: string }) {
+export function ChatMessageBubble(props: { message: UIMessage; aiEmoji?: string }) {
   return (
     <div
       className={cn(
@@ -18,7 +18,7 @@ export function ChatMessageBubble(props: { message: Message; aiEmoji?: string })
       )}
 
       <div className="chat-message-bubble whitespace-pre-wrap flex flex-col prose dark:prose-invert max-w-none">
-        <MemoizedMarkdown content={props.message.content} id={props.message.id} />
+      <MemoizedMarkdown content={(props.message?.parts[props.message.parts.length - 1] as any)?.text ?? ''} id={props.message.id} />
       </div>
     </div>
   );
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/chat-window.tsx b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/chat-window.tsx
index df51c1c7..98f33db1 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/chat-window.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/components/chat-window.tsx
@@ -1,28 +1,28 @@
 'use client';
 
-import { type Message } from 'ai';
+import { DefaultChatTransport, generateId, lastAssistantMessageIsCompleteWithToolCalls, type UIMessage } from 'ai';
 import { useChat } from '@ai-sdk/react';
-import type { FormEvent, ReactNode } from 'react';
+import { useState, type FormEvent, type ReactNode } from 'react';
 import { toast } from 'sonner';
 import { StickToBottom, useStickToBottomContext } from 'use-stick-to-bottom';
 import { ArrowDown, ArrowUpIcon, LoaderCircle } from 'lucide-react';
 
 import { useInterruptions } from '@auth0/ai-vercel/react';
-import { FederatedConnectionInterruptHandler } from '@/components/auth0-ai/FederatedConnections/FederatedConnectionInterruptHandler';
+import { TokenVaultInterruptHandler } from '@/components/auth0-ai/TokenVault/TokenVaultInterruptHandler';
 
 import { ChatMessageBubble } from '@/components/chat-message-bubble';
 import { Button } from '@/components/ui/button';
 import { cn } from '@/utils/cn';
 
 function ChatMessages(props: {
-  messages: Message[];
+  messages: UIMessage[];
   emptyStateComponent: ReactNode;
   aiEmoji?: string;
   className?: string;
 }) {
   return (
     <div className="flex flex-col max-w-[768px] mx-auto pb-12 w-full">
-      {props.messages.map((m, i) => {
+      {props.messages.map((m) => {
         return <ChatMessageBubble key={m.id} message={m} aiEmoji={props.aiEmoji} />;
       })}
     </div>
@@ -113,25 +113,22 @@ export function ChatWindow(props: {
   placeholder?: string;
   emoji?: string;
 }) {
-  const chat = useInterruptions((handler) =>
-    // eslint-disable-next-line react-hooks/rules-of-hooks
+  const [input, setInput] = useState("");
+  const { messages, sendMessage, toolInterrupt, status } = useInterruptions((handler) =>
     useChat({
-      api: props.endpoint,
+      transport: new DefaultChatTransport({ api: props.endpoint }),
+      experimental_throttle: 100,
+      generateId,
       onError: handler((e: Error) => {
         console.error('Error: ', e);
         toast.error(`Error while processing your request`, { description: e.message });
       }),
-    }),
+      sendAutomaticallyWhen: lastAssistantMessageIsCompleteWithToolCalls,
+    })
   );
 
   function isChatLoading(): boolean {
-    return chat.status === 'streaming';
-  }
-
-  async function sendMessage(e: FormEvent<HTMLFormElement>) {
-    e.preventDefault();
-    if (isChatLoading()) return;
-    chat.handleSubmit(e);
+    return status === 'streaming';
   }
 
   return (
@@ -140,17 +137,17 @@ export function ChatWindow(props: {
         className="absolute inset-0"
         contentClassName="py-8 px-2"
         content={
-          chat.messages.length === 0 ? (
+          messages.length === 0 ? (
             <div>{props.emptyStateComponent}</div>
           ) : (
             <>
               <ChatMessages
                 aiEmoji={props.emoji}
-                messages={chat.messages}
+                messages={messages}
                 emptyStateComponent={props.emptyStateComponent}
               />
               <div className="flex flex-col max-w-[768px] mx-auto pb-12 w-full">
-                <FederatedConnectionInterruptHandler interrupt={chat.toolInterrupt} />
+                <TokenVaultInterruptHandler interrupt={toolInterrupt} />
               </div>
             </>
           )
@@ -159,9 +156,13 @@ export function ChatWindow(props: {
           <div className="sticky bottom-8 px-2">
             <ScrollToBottom className="absolute bottom-full left-1/2 -translate-x-1/2 mb-4" />
             <ChatInput
-              value={chat.input}
-              onChange={chat.handleInputChange}
-              onSubmit={sendMessage}
+              value={input}
+              onChange={(e) => setInput(e.target.value)}
+              onSubmit={(e) => {
+                e.preventDefault();
+                sendMessage({ text: input });
+                setInput("");
+              }}
               loading={isChatLoading()}
               placeholder={props.placeholder ?? 'What can I help you with?'}
             ></ChatInput>
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/auth0-ai.ts b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/auth0-ai.ts
index 9b1469b8..6fa019ec 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/auth0-ai.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/auth0-ai.ts
@@ -1,13 +1,13 @@
-import { Auth0AI, getAccessTokenForConnection } from '@auth0/ai-vercel';
+import { Auth0AI, getAccessTokenFromTokenVault } from '@auth0/ai-vercel';
 import { getRefreshToken } from './auth0';
 
 // Get the access token for a connection via Auth0
-export const getAccessToken = async () => getAccessTokenForConnection();
+export const getAccessToken = async () => getAccessTokenFromTokenVault();
 
 const auth0AI = new Auth0AI();
 
 // Connection for Google services
-export const withGoogleConnection = auth0AI.withTokenForConnection({
+export const withGoogleConnection = auth0AI.withTokenVault({
   connection: 'google-oauth2',
   scopes: ['https://www.googleapis.com/auth/calendar.events'],
   refreshToken: getRefreshToken,
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/db/schema/documents.ts b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/db/schema/documents.ts
index ee2c347f..dd50a305 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/db/schema/documents.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/db/schema/documents.ts
@@ -1,5 +1,5 @@
 import { sql } from 'drizzle-orm';
-import { text, varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
+import { varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
 import { createSelectSchema } from 'drizzle-zod';
 import { z } from 'zod';
 
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/fga/fga.ts b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/fga/fga.ts
index 84a20cb6..78d23bbb 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/fga/fga.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
 import { buildOpenFgaClient } from '@auth0/ai';
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
+
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/rag/embedding.ts b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/rag/embedding.ts
index 8ac39247..bbff9b68 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/rag/embedding.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/rag/embedding.ts
@@ -1,20 +1,28 @@
 import { embed, embedMany } from 'ai';
-import { openai } from '@ai-sdk/openai';
-import { desc, gt, sql, cosineDistance } from 'drizzle-orm';
+import { cosineDistance, desc, gt, sql } from 'drizzle-orm';
 import { chunk } from 'llm-chunk';
 
 import { db } from '@/lib/db';
 import { embeddings } from '@/lib/db/schema/embeddings';
+import { openai } from '@ai-sdk/openai';
 
 const embeddingModel = openai.embedding('text-embedding-3-small');
 
 export const generateEmbeddings = async (value: string): Promise<Array<{ embedding: number[]; content: string }>> => {
   const chunks = chunk(value);
+
+  // Filter out empty or whitespace-only chunks
+  const validChunks = chunks.filter((chunk) => chunk && chunk.trim().length > 0);
+
+  if (validChunks.length === 0) {
+    throw new Error('No valid chunks found after filtering empty content');
+  }
+
   const { embeddings } = await embedMany({
     model: embeddingModel,
-    values: chunks,
+    values: validChunks,
   });
-  return embeddings.map((e, i) => ({ content: chunks[i], embedding: e }));
+  return embeddings.map((e, i) => ({ content: validChunks[i], embedding: e }));
 };
 
 export const generateEmbedding = async (value: string): Promise<number[]> => {
diff --git a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/tools/google-calendar.ts b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/tools/google-calendar.ts
index d3a87a0f..79740175 100644
--- a/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/tools/google-calendar.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-ai-next-js/src/lib/tools/google-calendar.ts
@@ -2,15 +2,15 @@ import { tool } from 'ai';
 import { endOfDay, formatISO, startOfDay } from 'date-fns';
 import { GaxiosError } from 'gaxios';
 import { google } from 'googleapis';
-import { z } from 'zod';
-import { FederatedConnectionError } from '@auth0/ai/interrupts';
+import { z } from "zod/v3";
+import { TokenVaultError } from '@auth0/ai/interrupts';
 
 import { getAccessToken, withGoogleConnection } from '../auth0-ai';
 
 export const getCalendarEventsTool = withGoogleConnection(
   tool({
     description: `Get calendar events for a given date from the user's Google Calendar`,
-    parameters: z.object({
+    inputSchema: z.object({
       date: z.coerce.date(),
     }),
     execute: async ({ date }) => {
@@ -62,7 +62,7 @@ export const getCalendarEventsTool = withGoogleConnection(
       } catch (error) {
         if (error instanceof GaxiosError) {
           if (error.status === 401) {
-            throw new FederatedConnectionError(`Authorization required to access the Federated Connection`);
+            throw new TokenVaultError(`Authorization required to access the Token Vault`);
           }
         }
 
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/.gitignore b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/.gitignore
index ea7bcee5..d2976c22 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/.gitignore
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/.gitignore
@@ -37,5 +37,4 @@ pnpm-debug.log*
 *.sw?
 
 # npm
-package-lock.json
 .turbo
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/README.md b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/README.md
index cca0f20c..8e5dafbd 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/README.md
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/README.md
@@ -182,7 +182,7 @@ const auth0AI = new Auth0AI({
   }
 });
 
-export const withGoogleCalendar = auth0AI.withTokenForConnection({
+export const withGoogleCalendar = auth0AI.withTokenVault({
   accessToken: async () => global.authContext?.accessToken, // Access token for Token Vault token exchange
   connection: "google-oauth2",
   scopes: ["https://www.googleapis.com/auth/calendar"]
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/package.json b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/package.json
index 2e9a9e91..35135372 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/package.json
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/package.json
@@ -10,13 +10,13 @@
     "preview": "vite preview"
   },
   "dependencies": {
-    "@ai-sdk/react": "^2.0.0",
+    "@ai-sdk/react": "2.0.33",
     "@auth0/ai": "*",
     "@auth0/ai-vercel": "*",
     "@auth0/auth0-spa-js": "^2.3.0",
     "@radix-ui/react-slot": "^1.2.3",
     "@tailwindcss/vite": "^4.1.10",
-    "ai": "^5.0.0",
+    "ai": "5.0.33",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "lucide-react": "^0.507.0",
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/Chat.tsx b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/Chat.tsx
index 357c598a..84592dc9 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/Chat.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/Chat.tsx
@@ -7,10 +7,10 @@ import { useState } from "react";
 
 import { useChat } from "@ai-sdk/react";
 import { useInterruptions } from "@auth0/ai-vercel/react";
-import { FederatedConnectionInterrupt } from "@auth0/ai/interrupts";
+import { TokenVaultInterrupt } from "@auth0/ai/interrupts";
 
 import { useAuth0 } from "../hooks/useAuth0";
-import { FederatedConnectionPopup } from "./FederatedConnectionPopup";
+import { TokenVaultConsentPopup } from "./TokenVaultConsentPopup";
 import { Button } from "./ui/button";
 import { Card, CardContent, CardHeader, CardTitle } from "./ui/card";
 import { Input } from "./ui/input";
@@ -99,15 +99,15 @@ export function Chat() {
         </div>
 
         {/* Error message - hide if it's an Auth0 interrupt (we show the popup instead) */}
-        {error && !FederatedConnectionInterrupt.isInterrupt(toolInterrupt) && (
+        {error && !TokenVaultInterrupt.isInterrupt(toolInterrupt) && (
           <div className="bg-destructive/10 text-destructive text-sm p-3 rounded-lg">
             Error: {error.message}
           </div>
         )}
 
         {/* Step-Up Auth Interrupt Handling */}
-        {FederatedConnectionInterrupt.isInterrupt(toolInterrupt) && (
-          <FederatedConnectionPopup interrupt={toolInterrupt} />
+        {TokenVaultInterrupt.isInterrupt(toolInterrupt) && (
+          <TokenVaultConsentPopup interrupt={toolInterrupt} />
         )}
 
         {/* Input form */}
@@ -155,9 +155,7 @@ function MessageBubble({ message }: { message: UIMessage }) {
           isUser ? "bg-primary text-primary-foreground" : "bg-muted"
         }`}
       >
-        <p className="text-sm whitespace-pre-wrap">
-          {textContent}
-        </p>
+        <p className="text-sm whitespace-pre-wrap">{textContent}</p>
       </div>
     </div>
   );
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/FederatedConnectionPopup.tsx b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/TokenVaultConsentPopup.tsx
similarity index 96%
rename from call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/FederatedConnectionPopup.tsx
rename to call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/TokenVaultConsentPopup.tsx
index b9f49ee4..fc2ff9aa 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/FederatedConnectionPopup.tsx
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/client/src/components/TokenVaultConsentPopup.tsx
@@ -11,13 +11,13 @@ import { Card, CardContent, CardHeader, CardTitle } from "./ui/card";
  */
 
 import type { Auth0InterruptionUI } from "@auth0/ai-vercel/react";
-interface FederatedConnectionPopupProps {
+interface TokenVaultConsentPopupProps {
   interrupt: Auth0InterruptionUI;
 }
 
-export function FederatedConnectionPopup({
+export function TokenVaultConsentPopup({
   interrupt,
-}: FederatedConnectionPopupProps) {
+}: TokenVaultConsentPopupProps) {
   const [isLoading, setIsLoading] = useState(false);
 
   const { connection, requiredScopes, resume } = interrupt;
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/package-lock.json b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/package-lock.json
new file mode 100644
index 00000000..7651dceb
--- /dev/null
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/package-lock.json
@@ -0,0 +1,5038 @@
+{
+  "name": "@auth0/auth0-ai-js-examples-react-hono-ai-sdk",
+  "version": "0.4.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "@auth0/auth0-ai-js-examples-react-hono-ai-sdk",
+      "version": "0.4.0",
+      "license": "Apache-2.0",
+      "workspaces": [
+        "./server",
+        "./client",
+        "./shared"
+      ],
+      "dependencies": {
+        "@ai-sdk/react": "2.0.33",
+        "@auth0/ai": "^5.0.0",
+        "@auth0/ai-vercel": "^4.0.0",
+        "ai": "5.0.33",
+        "hono": "^4.8.5"
+      },
+      "devDependencies": {
+        "@types/node": "^22.15.31",
+        "turbo": "^2.5.5"
+      },
+      "peerDependencies": {
+        "typescript": "^5.7.3"
+      }
+    },
+    "client": {
+      "name": "@auth0/auth0-ai-js-examples-react-hono-ai-sdk-client",
+      "version": "0.0.1",
+      "dependencies": {
+        "@ai-sdk/react": "2.0.33",
+        "@auth0/ai": "*",
+        "@auth0/ai-vercel": "*",
+        "@auth0/auth0-ai-js-examples-react-hono-ai-sdk-server": "*",
+        "@auth0/auth0-ai-js-examples-react-hono-ai-sdk-shared": "*",
+        "@auth0/auth0-spa-js": "^2.3.0",
+        "@radix-ui/react-slot": "^1.2.3",
+        "@tailwindcss/vite": "^4.1.10",
+        "ai": "5.0.33",
+        "class-variance-authority": "^0.7.1",
+        "clsx": "^2.1.1",
+        "lucide-react": "^0.507.0",
+        "react": "^19.1.0",
+        "react-dom": "^19.1.0",
+        "tailwind-merge": "^3.3.1",
+        "tailwindcss": "^4.1.10"
+      },
+      "devDependencies": {
+        "@eslint/js": "^9.28.0",
+        "@types/node": "^22.15.31",
+        "@types/react": "^19.1.8",
+        "@types/react-dom": "^19.1.6",
+        "@vitejs/plugin-react": "^4.5.2",
+        "eslint": "^9.28.0",
+        "eslint-plugin-react-hooks": "^5.2.0",
+        "eslint-plugin-react-refresh": "^0.4.20",
+        "globals": "^16.2.0",
+        "tw-animate-css": "^1.3.4",
+        "typescript": "~5.7.3",
+        "typescript-eslint": "^8.34.0",
+        "vite": "^6.3.5"
+      }
+    },
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+      "version": "5.7.3",
+      "dev": true,
+      "license": "Apache-2.0",
+      "bin": {
+        "tsc": "bin/tsc",
+        "tsserver": "bin/tsserver"
+      },
+      "engines": {
+        "node": ">=14.17"
+      }
+    },
+    "node_modules/@ai-sdk/gateway": {
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+        "@ai-sdk/provider-utils": "3.0.8"
+      },
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+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4"
+      }
+    },
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+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/@ai-sdk/provider/-/provider-2.0.0.tgz",
+      "integrity": "sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA==",
+      "dependencies": {
+        "json-schema": "^0.4.0"
+      },
+      "engines": {
+        "node": ">=18"
+      }
+    },
+    "node_modules/@ai-sdk/provider-utils": {
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+        "@standard-schema/spec": "^1.0.0",
+        "eventsource-parser": "^3.0.5"
+      },
+      "engines": {
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+      },
+      "peerDependencies": {
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+      "dependencies": {
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+        "ai": "5.0.33",
+        "swr": "^2.2.5",
+        "throttleit": "2.1.0"
+      },
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+      },
+      "peerDependenciesMeta": {
+        "zod": {
+          "optional": true
+        }
+      }
+    },
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+      "version": "5.0.0",
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+      "dependencies": {
+        "@openfga/sdk": "^0.8.0",
+        "auth0": "^4.30.0",
+        "jose": "^5.9.6",
+        "openid-client": "^6.1.7",
+        "stable-hash": "^0.0.5",
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+        "@ai-sdk/react": "^2.0.0",
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+        "ai": "^5.0.0",
+        "stable-hash": "^0.0.5",
+        "zod-to-json-schema": "^3.24.5"
+      },
+      "peerDependencies": {
+        "@ai-sdk/react": "^2.0.0",
+        "ai": "^5.0.0",
+        "react": "^19.0.0"
+      }
+    },
+    "node_modules/@auth0/auth0-ai-js-examples-react-hono-ai-sdk-client": {
+      "resolved": "client",
+      "link": true
+    },
+    "node_modules/@auth0/auth0-ai-js-examples-react-hono-ai-sdk-server": {
+      "resolved": "server",
+      "link": true
+    },
+    "node_modules/@auth0/auth0-ai-js-examples-react-hono-ai-sdk-shared": {
+      "resolved": "shared",
+      "link": true
+    },
+    "node_modules/@auth0/auth0-spa-js": {
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+        "fdir": "^6.4.4",
+        "picomatch": "^4.0.2",
+        "postcss": "^8.5.3",
+        "rollup": "^4.34.9",
+        "tinyglobby": "^0.2.13"
+      },
+      "bin": {
+        "vite": "bin/vite.js"
+      },
+      "engines": {
+        "node": "^18.0.0 || ^20.0.0 || >=22.0.0"
+      },
+      "funding": {
+        "url": "https://github.com/vitejs/vite?sponsor=1"
+      },
+      "optionalDependencies": {
+        "fsevents": "~2.3.3"
+      },
+      "peerDependencies": {
+        "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0",
+        "jiti": ">=1.21.0",
+        "less": "*",
+        "lightningcss": "^1.21.0",
+        "sass": "*",
+        "sass-embedded": "*",
+        "stylus": "*",
+        "sugarss": "*",
+        "terser": "^5.16.0",
+        "tsx": "^4.8.1",
+        "yaml": "^2.4.2"
+      },
+      "peerDependenciesMeta": {
+        "@types/node": {
+          "optional": true
+        },
+        "jiti": {
+          "optional": true
+        },
+        "less": {
+          "optional": true
+        },
+        "lightningcss": {
+          "optional": true
+        },
+        "sass": {
+          "optional": true
+        },
+        "sass-embedded": {
+          "optional": true
+        },
+        "stylus": {
+          "optional": true
+        },
+        "sugarss": {
+          "optional": true
+        },
+        "terser": {
+          "optional": true
+        },
+        "tsx": {
+          "optional": true
+        },
+        "yaml": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vite/node_modules/fdir": {
+      "version": "6.5.0",
+      "resolved": "https://registry.npmjs.org/fdir/-/fdir-6.5.0.tgz",
+      "integrity": "sha512-tIbYtZbucOs0BRGqPJkshJUYdL+SDH7dVM8gjy+ERp3WAUjLEFJE+02kanyHtwjWOnwrKYBiwAmM0p4kLJAnXg==",
+      "engines": {
+        "node": ">=12.0.0"
+      },
+      "peerDependencies": {
+        "picomatch": "^3 || ^4"
+      },
+      "peerDependenciesMeta": {
+        "picomatch": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/vite/node_modules/picomatch": {
+      "version": "4.0.3",
+      "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
+      "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/jonschlinkert"
+      }
+    },
+    "node_modules/web-streams-polyfill": {
+      "version": "3.3.3",
+      "resolved": "https://registry.npmjs.org/web-streams-polyfill/-/web-streams-polyfill-3.3.3.tgz",
+      "integrity": "sha512-d2JWLCivmZYTSIoge9MsgFCZrt571BikcWGYkjC1khllbTeDlGqZ2D8vD8E/lJa8WGWbb7Plm8/XJYV7IJHZZw==",
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/which": {
+      "version": "2.0.2",
+      "resolved": "https://registry.npmjs.org/which/-/which-2.0.2.tgz",
+      "integrity": "sha512-BLI3Tl1TW3Pvl70l3yq3Y64i+awpwXqsGBYWkkqMtnbXgrMD+yj7rhW0kuEDxzJaYXGjEW5ogapKNMEKNMjibA==",
+      "dev": true,
+      "dependencies": {
+        "isexe": "^2.0.0"
+      },
+      "bin": {
+        "node-which": "bin/node-which"
+      },
+      "engines": {
+        "node": ">= 8"
+      }
+    },
+    "node_modules/word-wrap": {
+      "version": "1.2.5",
+      "resolved": "https://registry.npmjs.org/word-wrap/-/word-wrap-1.2.5.tgz",
+      "integrity": "sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==",
+      "dev": true,
+      "engines": {
+        "node": ">=0.10.0"
+      }
+    },
+    "node_modules/yallist": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+      "dev": true
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.24.6",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
+      "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
+      "peerDependencies": {
+        "zod": "^3.24.1"
+      }
+    },
+    "server": {
+      "name": "@auth0/auth0-ai-js-examples-react-hono-ai-sdk-server",
+      "version": "0.0.1",
+      "dependencies": {
+        "@ai-sdk/openai": "2.0.24",
+        "@auth0/ai": "*",
+        "@auth0/ai-vercel": "*",
+        "@auth0/auth0-ai-js-examples-react-hono-ai-sdk-shared": "*",
+        "@hono/node-server": "^1.13.7",
+        "ai": "5.0.33",
+        "dotenv": "^16.4.7",
+        "googleapis": "^153.0.0",
+        "hono": "^4.7.11",
+        "jose": "^5.2.0",
+        "zod": "^3.25.76"
+      },
+      "devDependencies": {
+        "@types/node": "^22.15.31",
+        "tsx": "^4.7.1",
+        "typescript": "^5.7.3"
+      }
+    },
+    "server/node_modules/@ai-sdk/openai": {
+      "version": "2.0.24",
+      "license": "Apache-2.0",
+      "dependencies": {
+        "@ai-sdk/provider": "2.0.0",
+        "@ai-sdk/provider-utils": "3.0.8"
+      },
+      "engines": {
+        "node": ">=18"
+      },
+      "peerDependencies": {
+        "zod": "^3.25.76 || ^4"
+      }
+    },
+    "server/node_modules/dotenv": {
+      "version": "16.6.1",
+      "license": "BSD-2-Clause",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://dotenvx.com"
+      }
+    },
+    "shared": {
+      "name": "@auth0/auth0-ai-js-examples-react-hono-ai-sdk-shared",
+      "version": "0.0.1",
+      "devDependencies": {
+        "typescript": "^5.8.3"
+      }
+    }
+  }
+}
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/package.json b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/package.json
index 220907a9..be11884a 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/package.json
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/package.json
@@ -43,8 +43,14 @@
     "typescript": "^5.7.3"
   },
   "dependencies": {
-    "@auth0/ai": "*",
-    "@auth0/ai-vercel": "*",
+    "@ai-sdk/react": "2.0.33",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-vercel": "^4.0.0",
+    "ai": "5.0.33",
     "hono": "^4.8.5"
+  },
+  "resolutions": {
+    "ai": "5.0.33",
+    "@ai-sdk/react": "2.0.33"
   }
 }
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/package.json b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/package.json
index ece62f53..e7006405 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/package.json
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/package.json
@@ -9,12 +9,12 @@
     "dev": "tsx watch src/index.ts"
   },
   "dependencies": {
-    "@ai-sdk/openai": "^2.0.0",
+    "@ai-sdk/openai": "2.0.24",
     "@auth0/ai": "*",
     "@auth0/ai-vercel": "*",
     "@hono/node-server": "^1.13.7",
-    "ai": "^5.0.0",
-    "dotenv": "^16.4.5",
+    "ai": "5.0.33",
+    "dotenv": "^16.4.7",
     "googleapis": "^153.0.0",
     "hono": "^4.7.11",
     "jose": "^5.2.0",
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/index.ts b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/index.ts
index 3700d6df..eb4fd171 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/index.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/index.ts
@@ -97,6 +97,8 @@ export const app = new Hono()
     // note: you can see more examples of Hono API consumption with AI SDK here:
     // https://ai-sdk.dev/cookbook/api-servers/hono?utm_source=chatgpt.com#hono
 
+    const modelMessages = convertToModelMessages(requestMessages);
+
     const stream = createUIMessageStream({
       originalMessages: requestMessages,
       execute: withInterruptions(
@@ -105,7 +107,7 @@ export const app = new Hono()
             model: openai("gpt-4o-mini"),
             system:
               "You are a helpful calendar assistant! You can help users with their calendar events and schedules. Keep your responses concise and helpful. Always format your responses as plain text. Do not use markdown formatting like **bold**, ##headers, or -bullet points. Use simple text formatting with line breaks and indentation only.",
-            messages: convertToModelMessages(requestMessages),
+            messages: modelMessages,
             tools,
 
             onFinish: (output) => {
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/auth.ts b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/auth.ts
index c87c3296..fa00aac0 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/auth.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/auth.ts
@@ -23,7 +23,7 @@ export const createGoogleCalendarTool = (c: Context): ToolWrapper => {
     throw new Error("Access token not available in auth context");
   }
 
-  return auth0AI.withTokenForConnection({
+  return auth0AI.withTokenVault({
     accessToken: async () => accessToken,
     subjectTokenType: SUBJECT_TOKEN_TYPES.SUBJECT_TYPE_ACCESS_TOKEN,
     connection: process.env.GOOGLE_CONNECTION_NAME || "google-oauth2",
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/tools/listNearbyEvents.ts b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/tools/listNearbyEvents.ts
index 6b8f29d5..c3d574e6 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/tools/listNearbyEvents.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/tools/listNearbyEvents.ts
@@ -2,7 +2,7 @@ import { tool } from "ai";
 import { google } from "googleapis";
 import { z } from "zod/v3";
 
-import { getAccessTokenForConnection } from "@auth0/ai-vercel";
+import { getAccessTokenFromTokenVault } from "@auth0/ai-vercel";
 
 import type { ToolWrapper } from "@auth0/ai-vercel";
 
@@ -38,7 +38,7 @@ export const createListNearbyEventsTool = (
           }
 
           // Get the access token from Token Vault using the enhanced SDK
-          const token = getAccessTokenForConnection();
+          const token = getAccessTokenFromTokenVault();
 
           const calendar = google.calendar("v3");
           const auth = new google.auth.OAuth2();
@@ -71,7 +71,9 @@ export const createListNearbyEventsTool = (
           return {
             calendarId: calendarId,
             events: [],
-            error: `Failed to list events: ${error instanceof Error ? error.message : "Unknown error"}`,
+            error: `Failed to list events: ${
+              error instanceof Error ? error.message : "Unknown error"
+            }`,
           };
         }
       },
diff --git a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/tools/listUserCalendars.ts b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/tools/listUserCalendars.ts
index 64da8dbc..022d8b51 100644
--- a/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/tools/listUserCalendars.ts
+++ b/call-apis-on-users-behalf/others-api/vercel-react-spa-js/server/src/lib/tools/listUserCalendars.ts
@@ -2,7 +2,7 @@ import { tool } from "ai";
 import { google } from "googleapis";
 import { z } from "zod/v3";
 
-import { getAccessTokenForConnection } from "@auth0/ai-vercel";
+import { getAccessTokenFromTokenVault } from "@auth0/ai-vercel";
 
 import type { ToolWrapper } from "@auth0/ai-vercel";
 
@@ -20,7 +20,7 @@ export const createListUserCalendarsTool = (
       inputSchema: z.object({}),
       execute: async () => {
         // Get the access token from Token Vault using the enhanced SDK
-        const token = getAccessTokenForConnection();
+        const token = getAccessTokenFromTokenVault();
 
         const calendar = google.calendar("v3");
         const auth = new google.auth.OAuth2();
diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/.eslintrc.json b/call-apis-on-users-behalf/your-api/langchain-next-js/.eslintrc.json
index bffb357a..471659f6 100644
--- a/call-apis-on-users-behalf/your-api/langchain-next-js/.eslintrc.json
+++ b/call-apis-on-users-behalf/your-api/langchain-next-js/.eslintrc.json
@@ -1,3 +1,27 @@
 {
-  "extends": "next/core-web-vitals"
+  "root": true,
+  "extends": ["next/core-web-vitals", "plugin:@typescript-eslint/recommended"],
+  "parser": "@typescript-eslint/parser",
+  "plugins": ["@typescript-eslint", "import"],
+  "rules": {
+    "@typescript-eslint/no-var-requires": "off",
+    "import/no-commonjs": "off",
+    "@typescript-eslint/no-explicit-any": "off",
+    "@typescript-eslint/no-non-null-asserted-optional-chain": "off",
+    "@typescript-eslint/no-require-imports": "off",
+    "@typescript-eslint/no-unused-vars": "warn"
+  },
+  "overrides": [
+    {
+      "files": ["*.config.{js,cjs,mjs}", "scripts/**", "next.config.*", "postcss.config.js", "tailwind.config.*"],
+      "rules": {
+        "@typescript-eslint/no-var-requires": "off",
+        "import/no-commonjs": "off"
+      }
+    },
+    {
+      "files": ["**/__tests__/**", "**/*.test.{ts,tsx}"],
+      "env": { "jest": true }
+    }
+  ]
 }
diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/README.md b/call-apis-on-users-behalf/your-api/langchain-next-js/README.md
index 5b486378..835aeb2e 100644
--- a/call-apis-on-users-behalf/your-api/langchain-next-js/README.md
+++ b/call-apis-on-users-behalf/your-api/langchain-next-js/README.md
@@ -29,17 +29,17 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional - start the postgres database
 docker compose up -d
 # Optional - create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun all:dev # or npm run all:dev
+npm run all:dev # or bun all:dev
 ```
 
 This will start an in-memory LangGraph server on port 54367 and a Next.js server on port 3000. Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -88,7 +88,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/bun.lock b/call-apis-on-users-behalf/your-api/langchain-next-js/bun.lock
deleted file mode 100644
index e2589968..00000000
--- a/call-apis-on-users-behalf/your-api/langchain-next-js/bun.lock
+++ /dev/null
@@ -1,1924 +0,0 @@
-{
-  "lockfileVersion": 1,
-  "workspaces": {
-    "": {
-      "name": "auth0-assistant0",
-      "dependencies": {
-        "@auth0/ai-langchain": "^3.5.0",
-        "@auth0/nextjs-auth0": "4.4.2",
-        "@langchain/community": "0.3.53",
-        "@langchain/core": "^0.3.77",
-        "@langchain/langgraph": "^0.4.4",
-        "@langchain/langgraph-sdk": "^0.1.8",
-        "@radix-ui/react-avatar": "^1.1.7",
-        "@radix-ui/react-checkbox": "^1.2.3",
-        "@radix-ui/react-dialog": "^1.1.11",
-        "@radix-ui/react-dropdown-menu": "^2.1.12",
-        "@radix-ui/react-popover": "^1.1.11",
-        "@radix-ui/react-slot": "^1.2.0",
-        "@types/pg": "^8.15.4",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
-        "date-fns": "^4.1.0",
-        "dotenv": "^17.0.1",
-        "drizzle-orm": "^0.43.1",
-        "drizzle-zod": "^0.7.1",
-        "googleapis": "^148.0.0",
-        "jose": "^6.1.0",
-        "langchain": "0.3",
-        "langgraph-nextjs-api-passthrough": "^0.1.4",
-        "lucide-react": "^0.475.0",
-        "marked": "^15.0.7",
-        "nanoid": "^5.1.5",
-        "next": "15.2.4",
-        "next-themes": "^0.4.4",
-        "nuqs": "^2.4.3",
-        "pdf-parse": "^1.1.1",
-        "pg": "^8.16.3",
-        "postgres": "^3.4.5",
-        "react": "19.0.0",
-        "react-device-detect": "^2.2.3",
-        "react-dom": "19.0.0",
-        "react-markdown": "^10.0.0",
-        "react-toastify": "11.0.3",
-        "sonner": "^1.7.2",
-        "tailwind-merge": "^2.6.0",
-        "tailwindcss-animate": "^1.0.7",
-        "use-stick-to-bottom": "^1.0.44",
-        "vaul": "^1.1.2",
-        "zod": "3",
-        "zod-to-json-schema": "^3.23.2",
-      },
-      "devDependencies": {
-        "@next/bundle-analyzer": "^15.1.7",
-        "@types/node": "^22.13.4",
-        "@types/pdf-parse": "^1.1.5",
-        "@types/react": "19.0.9",
-        "@types/react-dom": "19.0.3",
-        "autoprefixer": "^10.4.20",
-        "drizzle-kit": "^0.31.1",
-        "eslint": "^9.20.1",
-        "eslint-config-next": "^15.1.7",
-        "npm-run-all": "^4.1.5",
-        "postcss": "8.5.2",
-        "prettier": "^3.4.2",
-        "tailwindcss": "3.4.17",
-        "tsx": "^4.19.4",
-        "typescript": "5.7.3",
-      },
-    },
-  },
-  "packages": {
-    "@alloc/quick-lru": ["@alloc/quick-lru@5.2.0", "", {}, "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw=="],
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diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/package-lock.json b/call-apis-on-users-behalf/your-api/langchain-next-js/package-lock.json
new file mode 100644
index 00000000..25e34bbf
--- /dev/null
+++ b/call-apis-on-users-behalf/your-api/langchain-next-js/package-lock.json
@@ -0,0 +1,12772 @@
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diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/package.json b/call-apis-on-users-behalf/your-api/langchain-next-js/package.json
index 3da4088b..296ebc79 100644
--- a/call-apis-on-users-behalf/your-api/langchain-next-js/package.json
+++ b/call-apis-on-users-behalf/your-api/langchain-next-js/package.json
@@ -25,66 +25,67 @@
     "node": ">=18"
   },
   "dependencies": {
-    "@auth0/ai-langchain": "^3.5.0",
-    "@auth0/nextjs-auth0": "4.4.2",
-    "@langchain/community": "0.3.53",
-    "@langchain/core": "^0.3.77",
-    "@langchain/langgraph": "^0.4.4",
-    "@langchain/langgraph-sdk": "^0.1.8",
-    "@radix-ui/react-avatar": "^1.1.7",
-    "@radix-ui/react-checkbox": "^1.2.3",
-    "@radix-ui/react-dialog": "^1.1.11",
-    "@radix-ui/react-dropdown-menu": "^2.1.12",
-    "@radix-ui/react-popover": "^1.1.11",
-    "@radix-ui/react-slot": "^1.2.0",
-    "@types/pg": "^8.15.4",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-langchain": "^4.0.0",
+    "@auth0/nextjs-auth0": "4.10.0",
+    "@langchain/community": "^0.3.55",
+    "@langchain/core": "^0.3.78",
+    "@langchain/langgraph": "^0.4.9",
+    "@langchain/langgraph-sdk": "^0.0.107",
+    "@radix-ui/react-avatar": "^1.1.10",
+    "@radix-ui/react-checkbox": "^1.3.3",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-dropdown-menu": "^2.1.16",
+    "@radix-ui/react-popover": "^1.1.15",
+    "@radix-ui/react-slot": "^1.2.3",
+    "@types/pg": "^8.15.5",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
-    "dotenv": "^17.0.1",
+    "dotenv": "^16.4.7",
     "drizzle-orm": "^0.43.1",
     "drizzle-zod": "^0.7.1",
-    "googleapis": "^148.0.0",
+    "googleapis": "^161.0.0",
     "jose": "^6.1.0",
     "langchain": "0.3",
     "langgraph-nextjs-api-passthrough": "^0.1.4",
-    "lucide-react": "^0.475.0",
-    "marked": "^15.0.7",
-    "nanoid": "^5.1.5",
-    "next": "15.2.4",
-    "next-themes": "^0.4.4",
-    "nuqs": "^2.4.3",
+    "lucide-react": "^0.544.0",
+    "marked": "^16.3.0",
+    "nanoid": "^5.1.6",
+    "next": "15.5.4",
+    "next-themes": "^0.4.6",
+    "nuqs": "^2.7.0",
     "pdf-parse": "^1.1.1",
     "pg": "^8.16.3",
-    "postgres": "^3.4.5",
-    "react": "19.0.0",
+    "postgres": "^3.4.7",
+    "react": "19.2.0",
     "react-device-detect": "^2.2.3",
-    "react-dom": "19.0.0",
-    "react-markdown": "^10.0.0",
-    "react-toastify": "11.0.3",
-    "sonner": "^1.7.2",
-    "tailwind-merge": "^2.6.0",
+    "react-dom": "19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-toastify": "11.0.5",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^3.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.44",
+    "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "3",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76",
+    "zod-to-json-schema": "^3.24.5"
   },
   "devDependencies": {
-    "@next/bundle-analyzer": "^15.1.7",
-    "@types/node": "^22.13.4",
+    "@next/bundle-analyzer": "^15.5.4",
+    "@types/node": "^24.6.2",
     "@types/pdf-parse": "^1.1.5",
-    "@types/react": "19.0.9",
-    "@types/react-dom": "19.0.3",
-    "autoprefixer": "^10.4.20",
-    "drizzle-kit": "^0.31.1",
-    "eslint": "^9.20.1",
-    "eslint-config-next": "^15.1.7",
+    "@types/react": "19.2.0",
+    "@types/react-dom": "19.2.0",
+    "autoprefixer": "^10.4.21",
+    "drizzle-kit": "^0.31.5",
+    "eslint": "^9.36.0",
+    "eslint-config-next": "^15.5.4",
     "npm-run-all": "^4.1.5",
-    "postcss": "8.5.2",
-    "prettier": "^3.4.2",
+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/src/app/documents/page.tsx b/call-apis-on-users-behalf/your-api/langchain-next-js/src/app/documents/page.tsx
index 650e813e..f34aff1c 100644
--- a/call-apis-on-users-behalf/your-api/langchain-next-js/src/app/documents/page.tsx
+++ b/call-apis-on-users-behalf/your-api/langchain-next-js/src/app/documents/page.tsx
@@ -1,11 +1,11 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
 import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/src/components/chat-window.tsx b/call-apis-on-users-behalf/your-api/langchain-next-js/src/components/chat-window.tsx
index f4441bc7..6a82ec85 100644
--- a/call-apis-on-users-behalf/your-api/langchain-next-js/src/components/chat-window.tsx
+++ b/call-apis-on-users-behalf/your-api/langchain-next-js/src/components/chat-window.tsx
@@ -21,7 +21,7 @@ function ChatMessages(props: {
 }) {
   return (
     <div className="flex flex-col max-w-[768px] mx-auto pb-12 w-full">
-      {props.messages.map((m, i) => {
+      {props.messages.map((m) => {
         return <ChatMessageBubble key={m.id} message={m} aiEmoji={props.aiEmoji} />;
       })}
     </div>
diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/src/lib/db/schema/documents.ts b/call-apis-on-users-behalf/your-api/langchain-next-js/src/lib/db/schema/documents.ts
index ee2c347f..dd50a305 100644
--- a/call-apis-on-users-behalf/your-api/langchain-next-js/src/lib/db/schema/documents.ts
+++ b/call-apis-on-users-behalf/your-api/langchain-next-js/src/lib/db/schema/documents.ts
@@ -1,5 +1,5 @@
 import { sql } from 'drizzle-orm';
-import { text, varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
+import { varchar, timestamp, pgTable, customType } from 'drizzle-orm/pg-core';
 import { createSelectSchema } from 'drizzle-zod';
 import { z } from 'zod';
 
diff --git a/call-apis-on-users-behalf/your-api/langchain-next-js/src/lib/fga/fga.ts b/call-apis-on-users-behalf/your-api/langchain-next-js/src/lib/fga/fga.ts
index 84a20cb6..78d23bbb 100644
--- a/call-apis-on-users-behalf/your-api/langchain-next-js/src/lib/fga/fga.ts
+++ b/call-apis-on-users-behalf/your-api/langchain-next-js/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
 import { buildOpenFgaClient } from '@auth0/ai';
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
+
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/README.md b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/README.md
index 19fa4aef..eac47ba9 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/README.md
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/README.md
@@ -28,17 +28,17 @@ To start with the basic examples, you'll just need to add your OpenAI API key an
 Next, install the required packages using your preferred package manager and initialize the database.
 
 ```bash
-bun install # or npm install
+npm install # or bun install
 # Optional: start the postgres database
 docker compose up -d
 # Optional: create the database schema
-bun db:migrate # or npm run db:migrate
+npm run db:migrate # or bun db:migrate
 ```
 
 Now you're ready to run the development server:
 
 ```bash
-bun dev # or npm run dev
+npm run dev # or bun dev
 ```
 
 Open [http://localhost:3000](http://localhost:3000) with your browser to see the result! Ask the bot something and you'll see a streamed response:
@@ -86,7 +86,7 @@ It's Vercel's free-tier friendly too! Check out the [bundle size stats below](#-
 This package has [@next/bundle-analyzer](https://www.npmjs.com/package/@next/bundle-analyzer) set up by default - you can explore the bundle size interactively by running:
 
 ```bash
-$ ANALYZE=true bun run build
+$ ANALYZE=true npm run build # or $ ANALYZE=true bun run build
 ```
 
 ## License
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/bun.lock b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/bun.lock
deleted file mode 100644
index b0e0cbc1..00000000
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/bun.lock
+++ /dev/null
@@ -1,1705 +0,0 @@
-{
-  "lockfileVersion": 1,
-  "workspaces": {
-    "": {
-      "name": "auth0-assistant0",
-      "dependencies": {
-        "@ai-sdk/openai": "1",
-        "@ai-sdk/react": "1",
-        "@auth0/ai-vercel": "^3.1.0",
-        "@auth0/nextjs-auth0": "4",
-        "@radix-ui/react-avatar": "^1.1.7",
-        "@radix-ui/react-checkbox": "^1.2.3",
-        "@radix-ui/react-dialog": "^1.1.11",
-        "@radix-ui/react-dropdown-menu": "^2.1.12",
-        "@radix-ui/react-popover": "^1.1.11",
-        "@radix-ui/react-slot": "^1.2.0",
-        "ai": "4",
-        "class-variance-authority": "^0.7.1",
-        "clsx": "^2.1.1",
-        "date-fns": "^4.1.0",
-        "drizzle-orm": "^0.43.1",
-        "drizzle-zod": "^0.7.1",
-        "googleapis": "^148.0.0",
-        "llm-chunk": "^0.0.1",
-        "lucide-react": "^0.475.0",
-        "marked": "^15.0.7",
-        "nanoid": "^5.1.5",
-        "next": "15.2.4",
-        "next-themes": "^0.4.4",
-        "nuqs": "^2.4.3",
-        "pdf-parse": "^1.1.1",
-        "postgres": "^3.4.5",
-        "react": "19.0.0",
-        "react-device-detect": "^2.2.3",
-        "react-dom": "19.0.0",
-        "react-markdown": "^10.0.0",
-        "react-toastify": "11.0.3",
-        "sonner": "^1.7.2",
-        "tailwind-merge": "^2.6.0",
-        "tailwindcss-animate": "^1.0.7",
-        "use-stick-to-bottom": "^1.0.44",
-        "vaul": "^1.1.2",
-        "zod": "3",
-        "zod-to-json-schema": "^3.23.2",
-      },
-      "devDependencies": {
-        "@next/bundle-analyzer": "^15.1.7",
-        "@types/node": "^22.13.4",
-        "@types/pdf-parse": "^1.1.5",
-        "@types/react": "19.0.9",
-        "@types/react-dom": "19.0.3",
-        "autoprefixer": "^10.4.20",
-        "dotenv": "^17.0.1",
-        "drizzle-kit": "^0.31.1",
-        "eslint": "^9.20.1",
-        "eslint-config-next": "^15.1.7",
-        "npm-run-all": "^4.1.5",
-        "postcss": "8.5.2",
-        "prettier": "^3.4.2",
-        "tailwindcss": "3.4.17",
-        "tsx": "^4.19.4",
-        "typescript": "5.7.3",
-      },
-    },
-  },
-  "packages": {
-    "@ai-sdk/openai": ["@ai-sdk/openai@1.3.21", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "@ai-sdk/provider-utils": "2.2.7" }, "peerDependencies": { "zod": "^3.0.0" } }, "sha512-ipAhkRKUd2YaMmn7DAklX3N7Ywx/rCsJHVyb0V/lKRqPcc612qAFVbjg+Uve8QYJlbPxgfsM4s9JmCFp6PSdYw=="],
-
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-
-    "@ai-sdk/provider-utils": ["@ai-sdk/provider-utils@2.2.7", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "nanoid": "^3.3.8", "secure-json-parse": "^2.7.0" }, "peerDependencies": { "zod": "^3.23.8" } }, "sha512-kM0xS3GWg3aMChh9zfeM+80vEZfXzR3JEUBdycZLtbRZ2TRT8xOj3WodGHPb06sUK5yD7pAXC/P7ctsi2fvUGQ=="],
-
-    "@ai-sdk/react": ["@ai-sdk/react@1.2.11", "", { "dependencies": { "@ai-sdk/provider-utils": "2.2.7", "@ai-sdk/ui-utils": "1.2.10", "swr": "^2.2.5", "throttleit": "2.1.0" }, "peerDependencies": { "react": "^18 || ^19 || ^19.0.0-rc", "zod": "^3.23.8" }, "optionalPeers": ["zod"] }, "sha512-+kPqLkJ3TWP6czaJPV+vzAKSUcKQ1598BUrcLHt56sH99+LhmIIW3ylZp0OfC3O6TR3eO1Lt0Yzw4R0mK6g9Gw=="],
-
-    "@ai-sdk/ui-utils": ["@ai-sdk/ui-utils@1.2.10", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "@ai-sdk/provider-utils": "2.2.7", "zod-to-json-schema": "^3.24.1" }, "peerDependencies": { "zod": "^3.23.8" } }, "sha512-GUj+LBoAlRQF1dL/M49jtufGqtLOMApxTpCmVjoRpIPt/dFALVL9RfqfvxwztyIwbK+IxGzcYjSGRsrWrj+86g=="],
-
-    "@alloc/quick-lru": ["@alloc/quick-lru@5.2.0", "", {}, "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw=="],
-
-    "@auth0/ai": ["@auth0/ai@3.0.0", "", { "dependencies": { "@openfga/sdk": "^0.8.0", "auth0": "^4.18.0", "jose": "^5.9.6", "openid-client": "^6.1.7", "stable-hash": "^0.0.5", "tempbox": "^1.1.1", "zod": "^3.24.2" } }, "sha512-jokm3cL0Y0tyGnXJOi5gadqxjoBVZfLmkr5IagSK94BVDmJ8kn0QniwbD9k5xYIv17q0g2hh5TNIfJl57LXLdg=="],
-
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-
-    "@auth0/nextjs-auth0": ["@auth0/nextjs-auth0@4.4.2", "", { "dependencies": { "@edge-runtime/cookies": "^5.0.1", "@panva/hkdf": "^1.2.1", "jose": "^5.9.6", "oauth4webapi": "^3.1.2", "swr": "^2.2.5" }, "peerDependencies": { "next": "^14.2.25 || ^15.2.3", "react": "^18.0.0 || ^19.0.0 || ^19.0.0-0", "react-dom": "^18.0.0 || ^19.0.0 || ^19.0.0-0" } }, "sha512-vLz6C+b1jxbxpYg63+JpcoRF+w287w0YzyWj2kANHMDLFzwVx7hTooqAGdiywNONxiMLQbc2vFDpGeSA0FjSjA=="],
-
-    "@discoveryjs/json-ext": ["@discoveryjs/json-ext@0.5.7", "", {}, "sha512-dBVuXR082gk3jsFp7Rd/JI4kytwGHecnCoTtXFb7DB6CNHp4rg5k1bhg0nWdLGLnOV71lmDzGQaLMy8iPLY0pw=="],
-
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-
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-
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diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/package-lock.json b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/package-lock.json
new file mode 100644
index 00000000..e9e8ecea
--- /dev/null
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/package-lock.json
@@ -0,0 +1,10592 @@
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+      "integrity": "sha512-4Dj6M28JB+oAH8kFkTLUo+a2jwOFkuqb3yucU0CANcRRUbxS0cP0nZYCGjcc3BNXwRIsUVmDGgzawme7zvJHvg==",
+      "engines": {
+        "node": ">=12"
+      },
+      "funding": {
+        "url": "https://github.com/chalk/ansi-styles?sponsor=1"
+      }
+    },
+    "node_modules/ws": {
+      "version": "7.5.10",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-7.5.10.tgz",
+      "integrity": "sha512-+dbF1tHwZpXcbOJdVOkzLDxZP1ailvSxM6ZweXTegylPny803bFhA+vqBYw4s31NSAk4S2Qz+AKXK9a4wkdjcQ==",
+      "dev": true,
+      "engines": {
+        "node": ">=8.3.0"
+      },
+      "peerDependencies": {
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": "^5.0.2"
+      },
+      "peerDependenciesMeta": {
+        "bufferutil": {
+          "optional": true
+        },
+        "utf-8-validate": {
+          "optional": true
+        }
+      }
+    },
+    "node_modules/yaml": {
+      "version": "2.8.1",
+      "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.8.1.tgz",
+      "integrity": "sha512-lcYcMxX2PO9XMGvAJkJ3OsNMw+/7FKes7/hgerGUYWIoWu5j/+YQqcZr5JnPZWzOsEBgMbSbiSTn/dv/69Mkpw==",
+      "bin": {
+        "yaml": "bin.mjs"
+      },
+      "engines": {
+        "node": ">= 14.6"
+      }
+    },
+    "node_modules/yocto-queue": {
+      "version": "0.1.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+      "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+      "dev": true,
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/zod": {
+      "version": "3.25.76",
+      "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
+      "integrity": "sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==",
+      "funding": {
+        "url": "https://github.com/sponsors/colinhacks"
+      }
+    },
+    "node_modules/zod-to-json-schema": {
+      "version": "3.24.6",
+      "resolved": "https://registry.npmjs.org/zod-to-json-schema/-/zod-to-json-schema-3.24.6.tgz",
+      "integrity": "sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==",
+      "peerDependencies": {
+        "zod": "^3.24.1"
+      }
+    },
+    "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/call-apis-on-users-behalf/your-api/vercel-ai-next-js/package.json b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/package.json
index ee162abe..32213983 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/package.json
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/package.json
@@ -21,61 +21,62 @@
     "node": ">=18"
   },
   "dependencies": {
-    "@ai-sdk/openai": "1",
-    "@ai-sdk/react": "1",
-    "@auth0/ai-vercel": "^3.1.0",
+    "@ai-sdk/openai": "2.0.24",
+    "@ai-sdk/react": "2.0.33",
+    "@auth0/ai": "^5.0.0",
+    "@auth0/ai-vercel": "^4.0.0",
     "@auth0/nextjs-auth0": "4",
-    "@radix-ui/react-avatar": "^1.1.7",
-    "@radix-ui/react-checkbox": "^1.2.3",
-    "@radix-ui/react-dialog": "^1.1.11",
-    "@radix-ui/react-dropdown-menu": "^2.1.12",
-    "@radix-ui/react-popover": "^1.1.11",
-    "@radix-ui/react-slot": "^1.2.0",
-    "ai": "4",
+    "@radix-ui/react-avatar": "^1.1.10",
+    "@radix-ui/react-checkbox": "^1.3.3",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-dropdown-menu": "^2.1.16",
+    "@radix-ui/react-popover": "^1.1.15",
+    "@radix-ui/react-slot": "^1.2.3",
+    "ai": "5.0.33",
     "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
     "date-fns": "^4.1.0",
+    "dotenv": "^16.4.7",
     "drizzle-orm": "^0.43.1",
     "drizzle-zod": "^0.7.1",
-    "googleapis": "^148.0.0",
+    "googleapis": "^161.0.0",
     "llm-chunk": "^0.0.1",
-    "lucide-react": "^0.475.0",
-    "marked": "^15.0.7",
-    "nanoid": "^5.1.5",
-    "next": "15.2.4",
-    "next-themes": "^0.4.4",
-    "nuqs": "^2.4.3",
+    "lucide-react": "^0.544.0",
+    "marked": "^16.3.0",
+    "nanoid": "^5.1.6",
+    "next": "15.5.4",
+    "next-themes": "^0.4.6",
+    "nuqs": "^2.7.0",
     "pdf-parse": "^1.1.1",
-    "postgres": "^3.4.5",
-    "react": "19.0.0",
+    "postgres": "^3.4.7",
+    "react": "19.2.0",
     "react-device-detect": "^2.2.3",
-    "react-dom": "19.0.0",
-    "react-markdown": "^10.0.0",
-    "react-toastify": "11.0.3",
-    "sonner": "^1.7.2",
-    "tailwind-merge": "^2.6.0",
+    "react-dom": "19.2.0",
+    "react-markdown": "^10.1.0",
+    "react-toastify": "11.0.5",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^3.3.1",
     "tailwindcss-animate": "^1.0.7",
-    "use-stick-to-bottom": "^1.0.44",
+    "use-stick-to-bottom": "^1.1.1",
     "vaul": "^1.1.2",
-    "zod": "3",
-    "zod-to-json-schema": "^3.23.2"
+    "zod": "^3.25.76",
+    "zod-to-json-schema": "^3.24.5"
   },
   "devDependencies": {
-    "@next/bundle-analyzer": "^15.1.7",
-    "@types/node": "^22.13.4",
+    "@next/bundle-analyzer": "^15.5.4",
+    "@types/node": "^24.6.2",
     "@types/pdf-parse": "^1.1.5",
-    "@types/react": "19.0.9",
-    "@types/react-dom": "19.0.3",
-    "autoprefixer": "^10.4.20",
-    "dotenv": "^17.0.1",
-    "drizzle-kit": "^0.31.1",
-    "eslint": "^9.20.1",
-    "eslint-config-next": "^15.1.7",
+    "@types/react": "19.2.0",
+    "@types/react-dom": "19.2.0",
+    "autoprefixer": "^10.4.21",
+    "drizzle-kit": "^0.31.5",
+    "eslint": "^9.36.0",
+    "eslint-config-next": "^15.5.4",
     "npm-run-all": "^4.1.5",
-    "postcss": "8.5.2",
-    "prettier": "^3.4.2",
+    "postcss": "8.5.6",
+    "prettier": "^3.6.2",
     "tailwindcss": "3.4.17",
-    "tsx": "^4.19.4",
-    "typescript": "5.7.3"
+    "tsx": "^4.20.6",
+    "typescript": "5.9.3"
   }
 }
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/app/api/chat/route.ts b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/app/api/chat/route.ts
index d1e0bd9e..b2178d37 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/app/api/chat/route.ts
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/app/api/chat/route.ts
@@ -1,6 +1,7 @@
 import { NextRequest } from 'next/server';
-import { streamText, Message, createDataStreamResponse, DataStreamWriter } from 'ai';
+import { streamText, UIMessage, createUIMessageStream, convertToModelMessages, stepCountIs, createUIMessageStreamResponse } from 'ai';
 import { openai } from '@ai-sdk/openai';
+import { setAIContext } from '@auth0/ai-vercel';
 
 import { getUserInfoTool } from '@/lib/tools/user-info';
 
@@ -12,38 +13,37 @@ const AGENT_SYSTEM_TEMPLATE = `You are a personal assistant named Assistant0. Yo
  * This handler initializes and calls an tool calling agent.
  */
 export async function POST(req: NextRequest) {
-  const request = await req.json();
+  const { id, messages }: { id: string; messages: Array<UIMessage> } = await req.json();
 
-  const messages = sanitizeMessages(request.messages);
+  setAIContext({ threadID: id });
 
   const tools = {
     getUserInfoTool,
   };
 
-  return createDataStreamResponse({
-    execute: async (dataStream: DataStreamWriter) => {
+  const stream = createUIMessageStream({
+    originalMessages: messages,
+    execute: async ({ writer }) => {
       const result = streamText({
         model: openai('gpt-4o-mini'),
         system: AGENT_SYSTEM_TEMPLATE,
-        messages,
-        maxSteps: 5,
+        messages: convertToModelMessages(messages),
+        stopWhen: stepCountIs(5),
         tools,
       });
 
-      result.mergeIntoDataStream(dataStream, {
-        sendReasoning: true,
-      });
+      writer.merge(
+        result.toUIMessageStream({
+          sendReasoning: true,
+        })
+      );
     },
     onError: (err: any) => {
       console.log(err);
       return `An error occurred! ${err.message}`;
     },
   });
+
+  return createUIMessageStreamResponse({ stream });
 }
 
-// Vercel AI tends to get stuck when there are incomplete tool calls in messages
-const sanitizeMessages = (messages: Message[]) => {
-  return messages.filter(
-    (message) => !(message.role === 'assistant' && message.parts && message.parts.length > 0 && message.content === ''),
-  );
-};
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/app/documents/page.tsx b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/app/documents/page.tsx
index 650e813e..f34aff1c 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/app/documents/page.tsx
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/app/documents/page.tsx
@@ -1,11 +1,11 @@
-import { Toaster } from 'sonner';
-import { revalidatePath } from 'next/cache';
 import { format } from 'date-fns';
+import { revalidatePath } from 'next/cache';
 import { ReactNode } from 'react';
+import { Toaster } from 'sonner';
 
-import { getDocumentsForUser } from '@/lib/actions/documents';
-import DocumentUploadForm from '@/components/document-upload-form';
 import DocumentItemActions from '@/components/document-item-actions';
+import DocumentUploadForm from '@/components/document-upload-form';
+import { getDocumentsForUser } from '@/lib/actions/documents';
 import { auth0 } from '@/lib/auth0';
 
 export default async function DocumentsPage() {
@@ -28,12 +28,12 @@ export default async function DocumentsPage() {
 
   function getSharingStatus(sharedWith: string[] | null): ReactNode {
     if (!sharedWith || sharedWith.length === 0) {
-      return <p className="text-sm text-muted-foreground">Not shared</p>;
+      return <span className="text-sm text-muted-foreground">Not shared</span>;
     }
     if (sharedWith.includes(user?.email!)) {
-      return <p className="text-sm text-green-500">Shared with you</p>;
+      return <span className="text-sm text-green-500">Shared with you</span>;
     }
-    return <p className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</p>;
+    return <span className="text-sm text-blue-500">Shared with: {sharedWith.join(', ')}</span>;
   }
 
   return (
@@ -41,9 +41,7 @@ export default async function DocumentsPage() {
       {/* Section for Uploading New Documents */}
       <section className="mb-12">
         <div className="p-6 border rounded-lg shadow-sm bg-card text-card-foreground">
-          <DocumentUploadForm
-            onUploadSuccess={handleDocumentActionComplete}
-          />
+          <DocumentUploadForm onUploadSuccess={handleDocumentActionComplete} />
         </div>
       </section>
       <h1 className="text-2xl font-bold mb-8">My Documents</h1>
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/components/chat-message-bubble.tsx b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/components/chat-message-bubble.tsx
index 4e68c268..9a46dcc4 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/components/chat-message-bubble.tsx
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/components/chat-message-bubble.tsx
@@ -1,8 +1,8 @@
-import type { Message } from 'ai/react';
+import type { UIMessage } from 'ai';
 import { MemoizedMarkdown } from './memoized-markdown';
 import { cn } from '@/utils/cn';
 
-export function ChatMessageBubble(props: { message: Message; aiEmoji?: string }) {
+export function ChatMessageBubble(props: { message: UIMessage; aiEmoji?: string }) {
   return (
     <div
       className={cn(
@@ -18,7 +18,7 @@ export function ChatMessageBubble(props: { message: Message; aiEmoji?: string })
       )}
 
       <div className="chat-message-bubble whitespace-pre-wrap flex flex-col prose dark:prose-invert max-w-none">
-        <MemoizedMarkdown content={props.message.content} id={props.message.id} />
+        <MemoizedMarkdown content={(props.message?.parts[props.message.parts.length - 1] as any)?.text ?? ''} id={props.message.id} />
       </div>
     </div>
   );
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/components/chat-window.tsx b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/components/chat-window.tsx
index 2406db03..d1c08564 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/components/chat-window.tsx
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/components/chat-window.tsx
@@ -1,8 +1,8 @@
 'use client';
 
-import { type Message } from 'ai';
+import { DefaultChatTransport, generateId, lastAssistantMessageIsCompleteWithToolCalls, type UIMessage } from 'ai';
 import { useChat } from '@ai-sdk/react';
-import type { FormEvent, ReactNode } from 'react';
+import { useState, type FormEvent, type ReactNode } from 'react';
 import { toast } from 'sonner';
 import { StickToBottom, useStickToBottomContext } from 'use-stick-to-bottom';
 import { ArrowDown, ArrowUpIcon, LoaderCircle } from 'lucide-react';
@@ -12,7 +12,7 @@ import { Button } from '@/components/ui/button';
 import { cn } from '@/utils/cn';
 
 function ChatMessages(props: {
-  messages: Message[];
+  messages: UIMessage[];
   emptyStateComponent: ReactNode;
   aiEmoji?: string;
   className?: string;
@@ -110,23 +110,22 @@ export function ChatWindow(props: {
   placeholder?: string;
   emoji?: string;
 }) {
-  const chat = useChat({
-    api: props.endpoint,
+  const [input, setInput] = useState("");
+  const { messages, sendMessage, status } = useChat({
+    transport: new DefaultChatTransport({ api: props.endpoint }),
+    experimental_throttle: 100,
+    generateId,
     onError: (e: Error) => {
       console.error('Error: ', e);
       toast.error(`Error while processing your request`, { description: e.message });
     },
-  });
+    sendAutomaticallyWhen: lastAssistantMessageIsCompleteWithToolCalls,
+  })
 
   function isChatLoading(): boolean {
-    return chat.status === 'streaming';
+    return status === 'streaming';
   }
 
-  async function sendMessage(e: FormEvent<HTMLFormElement>) {
-    e.preventDefault();
-    if (isChatLoading()) return;
-    chat.handleSubmit(e);
-  }
 
   return (
     <StickToBottom>
@@ -134,13 +133,13 @@ export function ChatWindow(props: {
         className="absolute inset-0"
         contentClassName="py-8 px-2"
         content={
-          chat.messages.length === 0 ? (
+          messages.length === 0 ? (
             <div>{props.emptyStateComponent}</div>
           ) : (
             <>
               <ChatMessages
                 aiEmoji={props.emoji}
-                messages={chat.messages}
+                messages={messages}
                 emptyStateComponent={props.emptyStateComponent}
               />
             </>
@@ -150,9 +149,13 @@ export function ChatWindow(props: {
           <div className="sticky bottom-8 px-2">
             <ScrollToBottom className="absolute bottom-full left-1/2 -translate-x-1/2 mb-4" />
             <ChatInput
-              value={chat.input}
-              onChange={chat.handleInputChange}
-              onSubmit={sendMessage}
+              value={input}
+              onChange={(e) => setInput(e.target.value)}
+              onSubmit={(e) => {
+                e.preventDefault();
+                sendMessage({ text: input });
+                setInput("");
+              }}
               loading={isChatLoading()}
               placeholder={props.placeholder ?? 'What can I help you with?'}
             ></ChatInput>
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/fga/fga.ts b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/fga/fga.ts
index 84a20cb6..e90c992b 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/fga/fga.ts
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/fga/fga.ts
@@ -1,13 +1,37 @@
-import { buildOpenFgaClient } from '@auth0/ai';
+import { buildOpenFgaClient } from "@auth0/ai";
 
-export const fgaClient = buildOpenFgaClient();
+// Initialize FGA client only if credentials are provided
+let fgaClient: ReturnType<typeof buildOpenFgaClient> | null = null;
 
-export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+try {
+  // Check if FGA credentials are available
+  if (process.env.FGA_CLIENT_ID && process.env.FGA_STORE_ID) {
+    fgaClient = buildOpenFgaClient();
+  }
+} catch (error) {
+  console.warn('FGA client initialization failed. FGA features will be disabled.', error);
+}
+
+export { fgaClient };
+
+export const addRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation addition.');
+    return;
+  }
+  
+  return fgaClient.write({
     writes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
 
-export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') =>
-  fgaClient.write({
+export const deleteRelation = async (userEmail: string, documentId: string, relation = 'owner') => {
+  if (!fgaClient) {
+    console.warn('FGA client not available. Skipping relation deletion.');
+    return;
+  }
+  
+  return fgaClient.write({
     deletes: [{ user: `user:${userEmail}`, relation, object: `doc:${documentId}` }],
   });
+};
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/rag/embedding.ts b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/rag/embedding.ts
index 8ac39247..bbff9b68 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/rag/embedding.ts
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/rag/embedding.ts
@@ -1,20 +1,28 @@
 import { embed, embedMany } from 'ai';
-import { openai } from '@ai-sdk/openai';
-import { desc, gt, sql, cosineDistance } from 'drizzle-orm';
+import { cosineDistance, desc, gt, sql } from 'drizzle-orm';
 import { chunk } from 'llm-chunk';
 
 import { db } from '@/lib/db';
 import { embeddings } from '@/lib/db/schema/embeddings';
+import { openai } from '@ai-sdk/openai';
 
 const embeddingModel = openai.embedding('text-embedding-3-small');
 
 export const generateEmbeddings = async (value: string): Promise<Array<{ embedding: number[]; content: string }>> => {
   const chunks = chunk(value);
+
+  // Filter out empty or whitespace-only chunks
+  const validChunks = chunks.filter((chunk) => chunk && chunk.trim().length > 0);
+
+  if (validChunks.length === 0) {
+    throw new Error('No valid chunks found after filtering empty content');
+  }
+
   const { embeddings } = await embedMany({
     model: embeddingModel,
-    values: chunks,
+    values: validChunks,
   });
-  return embeddings.map((e, i) => ({ content: chunks[i], embedding: e }));
+  return embeddings.map((e, i) => ({ content: validChunks[i], embedding: e }));
 };
 
 export const generateEmbedding = async (value: string): Promise<number[]> => {
diff --git a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/tools/user-info.ts b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/tools/user-info.ts
index 4adda153..13a51d25 100644
--- a/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/tools/user-info.ts
+++ b/call-apis-on-users-behalf/your-api/vercel-ai-next-js/src/lib/tools/user-info.ts
@@ -1,11 +1,11 @@
 import { tool } from 'ai';
-import { z } from 'zod';
+import { z } from 'zod/v3';
 
 import { auth0 } from '../auth0';
 
 export const getUserInfoTool = tool({
   description: 'Get information about the current logged in user.',
-  parameters: z.object({}),
+  inputSchema: z.object({}),
   execute: async () => {
     const session = await auth0.getSession();
     if (!session) {