Release 0.3.9 (#828 )

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
feat: add nextjs plugin for llamaindex (#824 )
2026-07-07 00:31:11 -04:00 · 2024-05-09 11:16:08 -07:00 · 2024-05-09 02:29:11 -05:00 · 2024-05-09 14:16:34 +07:00 · 2024-05-09 00:11:21 -05:00 · 2024-05-08 23:30:17 -05:00
84 changed files with 5420 additions and 4158 deletions
@@ -69,7 +69,7 @@ jobs:
      - name: Install dependencies
        run: pnpm install
      - name: Build
-        run: pnpm run build --filter llamaindex
+        run: pnpm run build
      - name: Use Build For Examples
        run: pnpm link ../packages/core/
        working-directory: ./examples
@@ -105,7 +105,7 @@ jobs:
      - name: Install dependencies
        run: pnpm install
      - name: Build llamaindex
-        run: pnpm run build --filter llamaindex
+        run: pnpm run build
      - name: Build ${{ matrix.packages }}
        run: pnpm run build
        working-directory: packages/core/e2e/examples/${{ matrix.packages }}
@@ -124,7 +124,7 @@ jobs:
      - name: Install dependencies
        run: pnpm install
      - name: Build
-        run: pnpm run build --filter llamaindex
+        run: pnpm run build
      - name: Copy examples
        run: rsync -rv --exclude=node_modules ./examples ${{ runner.temp }}
      - name: Pack @llamaindex/env
@@ -78,6 +78,17 @@ node --import tsx ./main.ts

 ### Next.js

+First, you will need to add a llamaindex plugin to your Next.js project.
+
+```js
+// next.config.js
+const withLlamaIndex = require("llamaindex/next");
+
+module.exports = withLlamaIndex({
+  // your next.js config
+});
+```
+
 You can combine `ai` with `llamaindex` in Next.js with RSC (React Server Components).

 ```tsx
@@ -1,5 +1,12 @@
 # docs

+## 0.0.17
+
+### Patch Changes
+
+- Updated dependencies [c3747d0]
+  - llamaindex@0.3.9
+
 ## 0.0.16

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "docs",
-  "version": "0.0.16",
+  "version": "0.0.17",
  "private": true,
  "scripts": {
    "docusaurus": "docusaurus",
@@ -15,29 +15,29 @@
    "typecheck": "tsc"
  },
  "dependencies": {
-    "@docusaurus/core": "^3.2.1",
-    "@docusaurus/remark-plugin-npm2yarn": "^3.2.1",
+    "@docusaurus/core": "^3.3.2",
+    "@docusaurus/remark-plugin-npm2yarn": "^3.3.2",
    "@llamaindex/examples": "workspace:*",
    "@mdx-js/react": "^3.0.1",
-    "clsx": "^2.1.0",
+    "clsx": "^2.1.1",
    "llamaindex": "workspace:*",
    "postcss": "^8.4.38",
    "prism-react-renderer": "^2.3.1",
    "raw-loader": "^4.0.2",
-    "react": "^18.2.0",
-    "react-dom": "^18.2.0"
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1"
  },
  "devDependencies": {
-    "@docusaurus/module-type-aliases": "3.2.0",
-    "@docusaurus/preset-classic": "^3.2.1",
-    "@docusaurus/theme-classic": "^3.2.1",
-    "@docusaurus/types": "^3.2.1",
+    "@docusaurus/module-type-aliases": "3.3.2",
+    "@docusaurus/preset-classic": "^3.3.2",
+    "@docusaurus/theme-classic": "^3.3.2",
+    "@docusaurus/types": "^3.3.2",
    "@tsconfig/docusaurus": "^2.0.3",
-    "@types/node": "^20.12.7",
-    "docusaurus-plugin-typedoc": "^0.22.0",
+    "@types/node": "^20.12.11",
+    "docusaurus-plugin-typedoc": "^1.0.1",
    "typedoc": "^0.25.13",
-    "typedoc-plugin-markdown": "^3.17.1",
-    "typescript": "^5.4.4"
+    "typedoc-plugin-markdown": "^4.0.1",
+    "typescript": "^5.4.5"
  },
  "browserslist": {
    "production": [
@@ -4,22 +4,22 @@
  "version": "0.0.4",
  "dependencies": {
    "@aws-crypto/sha256-js": "^5.2.0",
-    "@datastax/astra-db-ts": "^1.0.1",
+    "@datastax/astra-db-ts": "^1.1.0",
    "@notionhq/client": "^2.2.15",
-    "@pinecone-database/pinecone": "^1.1.3",
-    "@zilliz/milvus2-sdk-node": "^2.4.1",
+    "@pinecone-database/pinecone": "^2.2.0",
+    "@zilliz/milvus2-sdk-node": "^2.4.2",
    "chromadb": "^1.8.1",
-    "commander": "^11.1.0",
+    "commander": "^12.0.0",
    "dotenv": "^16.4.5",
    "js-tiktoken": "^1.0.11",
    "llamaindex": "*",
-    "mongodb": "^6.5.0",
+    "mongodb": "^6.6.1",
    "pathe": "^1.1.2"
  },
  "devDependencies": {
-    "@types/node": "^20.12.7",
+    "@types/node": "^20.12.11",
    "ts-node": "^10.9.2",
-    "tsx": "^4.7.2",
+    "tsx": "^4.9.3",
    "typescript": "^5.4.5"
  },
  "scripts": {
@@ -17,8 +17,8 @@
    "llamaindex": "*"
  },
  "devDependencies": {
-    "@types/node": "^20.12.7",
-    "tsx": "^4.7.2",
+    "@types/node": "^20.12.11",
+    "tsx": "^4.9.3",
    "typescript": "^5.4.5"
  }
 }
@@ -2,7 +2,7 @@
  "name": "@llamaindex/monorepo",
  "private": true,
  "scripts": {
-    "build": "turbo run build",
+    "build": "turbo run build --filter=\"!docs\" --filter=\"!*-test\"",
    "build:release": "turbo run build lint test --filter=\"!docs\" --filter=\"!*-test\"",
    "dev": "turbo run dev",
    "format": "prettier --ignore-unknown --cache --check .",
@@ -20,17 +20,17 @@
  },
  "devDependencies": {
    "@changesets/cli": "^2.27.1",
-    "@typescript-eslint/eslint-plugin": "^7.7.0",
+    "@typescript-eslint/eslint-plugin": "^7.8.0",
    "eslint": "^8.57.0",
-    "eslint-config-next": "^13.5.6",
-    "eslint-config-prettier": "^8.10.0",
-    "eslint-config-turbo": "^1.13.2",
-    "eslint-plugin-react": "7.28.0",
+    "eslint-config-next": "^14.2.3",
+    "eslint-config-prettier": "^9.1.0",
+    "eslint-config-turbo": "^1.13.3",
+    "eslint-plugin-react": "7.34.1",
    "husky": "^9.0.11",
    "lint-staged": "^15.2.2",
    "prettier": "^3.2.5",
    "prettier-plugin-organize-imports": "^3.2.4",
-    "turbo": "^1.13.2",
+    "turbo": "^1.13.3",
    "typescript": "^5.4.5"
  },
  "packageManager": "pnpm@9.0.5",
@@ -0,0 +1,83 @@
+# @llamaindex/autotool
+
+> Auto transpile your JS function to LLM Agent compatible
+
+## Usage
+
+First, Install the package
+
+```shell
+npm install @llamaindex/autotool
+pnpm add @llamaindex/autotool
+yarn add @llamaindex/autotool
+```
+
+Second, Add the plugin/loader to your configuration:
+
+### Next.js
+
+```javascript
+import { withNext } from "@llamaindex/autotool/next";
+
+/** @type {import('next').NextConfig} */
+const nextConfig = {};
+
+export default withNext(nextConfig);
+```
+
+### Node.js
+
+```shell
+node --import @llamaindex/autotool/node ./path/to/your/script.js
+```
+
+Third, add `"use tool"` on top of your tool file or change to `.tool.ts`.
+
+```typescript
+"use tool";
+
+export function getWeather(city: string) {
+  // ...
+}
+// ...
+```
+
+Finally, export a chat handler function to the frontend using `llamaindex` Agent
+
+```typescript
+"use server";
+
+// imports ...
+
+export async function chatWithAI(message: string): Promise<JSX.Element> {
+  const agent = new OpenAIAgent({
+    tools: convertTools("llamaindex"),
+  });
+  const uiStream = createStreamableUI();
+  agent
+    .chat({
+      stream: true,
+      message,
+    })
+    .then(async (responseStream) => {
+      return responseStream.pipeTo(
+        new WritableStream({
+          start: () => {
+            uiStream.append("\n");
+          },
+          write: async (message) => {
+            uiStream.append(message.response.delta);
+          },
+          close: () => {
+            uiStream.done();
+          },
+        }),
+      );
+    });
+  return uiStream.value;
+}
+```
+
+## License
+
+MIT
@@ -0,0 +1,9 @@
+# @llamaindex/autotool-01-node-example
+
+## null
+
+### Patch Changes
+
+- Updated dependencies [c3747d0]
+  - llamaindex@0.3.9
+  - @llamaindex/autotool@0.0.1
@@ -0,0 +1,17 @@
+{
+  "name": "@llamaindex/autotool-01-node-example",
+  "private": true,
+  "type": "module",
+  "dependencies": {
+    "@llamaindex/autotool": "workspace:*",
+    "llamaindex": "workspace:*",
+    "openai": "^4.43.0"
+  },
+  "devDependencies": {
+    "tsx": "^4.9.3"
+  },
+  "scripts": {
+    "start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
+  },
+  "version": null
+}
@@ -0,0 +1,11 @@
+import { getWeather } from "./utils.js";
+
+/**
+ * Get current location
+ */
+export function getCurrentLocation() {
+  console.log("Getting current location");
+  return "London";
+}
+
+export { getWeather };
@@ -0,0 +1,23 @@
+import { convertTools } from "@llamaindex/autotool";
+import { OpenAI } from "openai";
+import "./index.tool.js";
+
+const openai = new OpenAI();
+{
+  const response = await openai.chat.completions.create({
+    model: "gpt-3.5-turbo",
+    messages: [
+      {
+        role: "user",
+        content: "What's my current weather?",
+      },
+    ],
+    tools: convertTools("openai"),
+    stream: false,
+  });
+
+  const toolCalls = response.choices[0].message.tool_calls ?? [];
+  for (const toolCall of toolCalls) {
+    toolCall.function.name;
+  }
+}
@@ -0,0 +1,8 @@
+/**
+ * Get the weather for a city
+ * @param city The city to get the weather for
+ * @returns The weather for the city, e.g. "Sunny", "Rainy", etc.
+ */
+export function getWeather(city: string) {
+  return `The weather in ${city} is sunny!`;
+}
@@ -0,0 +1,9 @@
+{
+  "extends": "../../tsconfig.json",
+  "compilerOptions": {
+    "outDir": "./lib",
+    "module": "node16",
+    "moduleResolution": "node16"
+  },
+  "include": ["./src"]
+}
@@ -0,0 +1,3 @@
+# Rename this file to `.env.local` to use environment variables locally with `next dev`
+# https://nextjs.org/docs/pages/building-your-application/configuring/environment-variables
+MY_HOST="example.com"
@@ -0,0 +1,35 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.js
+
+# testing
+/coverage
+
+# next.js
+/.next/
+/out/
+
+# production
+/build
+
+# misc
+.DS_Store
+*.pem
+
+# debug
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# local env files
+.env*.local
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts
@@ -0,0 +1,9 @@
+# @llamaindex/autotool-02-next-example
+
+## 0.1.1
+
+### Patch Changes
+
+- Updated dependencies [c3747d0]
+  - llamaindex@0.3.9
+  - @llamaindex/autotool@0.0.1
@@ -0,0 +1,30 @@
+This is a [LlamaIndex](https://www.llamaindex.ai/) project using [Next.js](https://nextjs.org/) bootstrapped with [`create-llama`](https://github.com/run-llama/LlamaIndexTS/tree/main/packages/create-llama).
+
+## Getting Started
+
+First, install the dependencies:
+
+```
+npm install
+```
+
+Second, run the development server:
+
+```
+npm run dev
+```
+
+Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
+
+You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file.
+
+This project uses [`next/font`](https://nextjs.org/docs/basic-features/font-optimization) to automatically optimize and load Inter, a custom Google Font.
+
+## Learn More
+
+To learn more about LlamaIndex, take a look at the following resources:
+
+- [LlamaIndex Documentation](https://docs.llamaindex.ai) - learn about LlamaIndex (Python features).
+- [LlamaIndexTS Documentation](https://ts.llamaindex.ai) - learn about LlamaIndex (Typescript features).
+
+You can check out [the LlamaIndexTS GitHub repository](https://github.com/run-llama/LlamaIndexTS) - your feedback and contributions are welcome!
@@ -0,0 +1,38 @@
+"use server";
+import { OpenAIAgent } from "llamaindex";
+// import your tools on top, that's it
+import { runWithStreamableUI } from "@/context";
+import "@/tool";
+import { convertTools } from "@llamaindex/autotool";
+import { createStreamableUI } from "ai/rsc";
+import type { JSX } from "react";
+
+export async function chatWithAI(message: string): Promise<JSX.Element> {
+  const agent = new OpenAIAgent({
+    tools: convertTools("llamaindex"),
+  });
+  const uiStream = createStreamableUI();
+  runWithStreamableUI(uiStream, () =>
+    agent
+      .chat({
+        stream: true,
+        message,
+      })
+      .then(async (responseStream) => {
+        return responseStream.pipeTo(
+          new WritableStream({
+            start: () => {
+              uiStream.append("\n");
+            },
+            write: async (message) => {
+              uiStream.append(message.response.delta);
+            },
+            close: () => {
+              uiStream.done();
+            },
+          }),
+        );
+      }),
+  ).catch(uiStream.error);
+  return uiStream.value;
+}
@@ -0,0 +1,94 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+@layer base {
+  :root {
+    --background: 0 0% 100%;
+    --foreground: 222.2 47.4% 11.2%;
+
+    --muted: 210 40% 96.1%;
+    --muted-foreground: 215.4 16.3% 46.9%;
+
+    --popover: 0 0% 100%;
+    --popover-foreground: 222.2 47.4% 11.2%;
+
+    --border: 214.3 31.8% 91.4%;
+    --input: 214.3 31.8% 91.4%;
+
+    --card: 0 0% 100%;
+    --card-foreground: 222.2 47.4% 11.2%;
+
+    --primary: 222.2 47.4% 11.2%;
+    --primary-foreground: 210 40% 98%;
+
+    --secondary: 210 40% 96.1%;
+    --secondary-foreground: 222.2 47.4% 11.2%;
+
+    --accent: 210 40% 96.1%;
+    --accent-foreground: 222.2 47.4% 11.2%;
+
+    --destructive: 0 100% 50%;
+    --destructive-foreground: 210 40% 98%;
+
+    --ring: 215 20.2% 65.1%;
+
+    --radius: 0.5rem;
+  }
+
+  .dark {
+    --background: 224 71% 4%;
+    --foreground: 213 31% 91%;
+
+    --muted: 223 47% 11%;
+    --muted-foreground: 215.4 16.3% 56.9%;
+
+    --accent: 216 34% 17%;
+    --accent-foreground: 210 40% 98%;
+
+    --popover: 224 71% 4%;
+    --popover-foreground: 215 20.2% 65.1%;
+
+    --border: 216 34% 17%;
+    --input: 216 34% 17%;
+
+    --card: 224 71% 4%;
+    --card-foreground: 213 31% 91%;
+
+    --primary: 210 40% 98%;
+    --primary-foreground: 222.2 47.4% 1.2%;
+
+    --secondary: 222.2 47.4% 11.2%;
+    --secondary-foreground: 210 40% 98%;
+
+    --destructive: 0 63% 31%;
+    --destructive-foreground: 210 40% 98%;
+
+    --ring: 216 34% 17%;
+
+    --radius: 0.5rem;
+  }
+}
+
+@layer base {
+  * {
+    @apply border-border;
+  }
+  body {
+    @apply bg-background text-foreground;
+    font-feature-settings:
+      "rlig" 1,
+      "calt" 1;
+  }
+  .background-gradient {
+    background-color: #fff;
+    background-image: radial-gradient(
+        at 21% 11%,
+        rgba(186, 186, 233, 0.53) 0,
+        transparent 50%
+      ),
+      radial-gradient(at 85% 0, hsla(46, 57%, 78%, 0.52) 0, transparent 50%),
+      radial-gradient(at 91% 36%, rgba(194, 213, 255, 0.68) 0, transparent 50%),
+      radial-gradient(at 8% 40%, rgba(251, 218, 239, 0.46) 0, transparent 50%);
+  }
+}
@@ -0,0 +1,26 @@
+import type { Metadata } from "next";
+import { Inter } from "next/font/google";
+import { Toaster } from "sonner";
+import "./globals.css";
+
+const inter = Inter({ subsets: ["latin"] });
+
+export const metadata: Metadata = {
+  title: "Create Llama App",
+  description: "Generated by create-llama",
+};
+
+export default function RootLayout({
+  children,
+}: {
+  children: React.ReactNode;
+}) {
+  return (
+    <html lang="en">
+      <body className={inter.className}>
+        <Toaster />
+        {children}
+      </body>
+    </html>
+  );
+}
@@ -0,0 +1,11 @@
+import { ChatSection } from "@/components/chat-section";
+
+export const runtime = "edge";
+
+export default function Home() {
+  return (
+    <main className="flex min-h-screen flex-col items-center gap-10 p-24 background-gradient">
+      <ChatSection />
+    </main>
+  );
+}
@@ -0,0 +1,35 @@
+"use client";
+import { chatWithAI } from "@/actions";
+import { ReactNode, useActionState } from "react";
+import { toast } from "sonner";
+
+export function ChatSection() {
+  const [state, formAction] = useActionState<ReactNode | null, FormData>(
+    async (state, payload) => {
+      const input = payload.get("input") as string | null;
+      if (!input) {
+        toast.error("Please type a message");
+        return null;
+      }
+      return chatWithAI(input);
+    },
+    null,
+  );
+  return (
+    <form>
+      <div className="border border-gray-400 p-2 max-w-md">{state}</div>
+      <input
+        className="border border-gray-400 p-2"
+        type="text"
+        name="input"
+        placeholder="Type your message here"
+      />
+      <button
+        className="bg-blue-500 hover:bg-blue-700 text-white font-bold py-2 px-4 rounded"
+        formAction={formAction}
+      >
+        Chat
+      </button>
+    </form>
+  );
+}
@@ -0,0 +1,9 @@
+export function LocationCard() {
+  return (
+    <div className="border border-gray-400 p-2 max-w-md">
+      <h1>Weather</h1>
+      <p>San Francisco, CA</p>
+      <p>Sunny</p>
+    </div>
+  );
+}
@@ -0,0 +1,23 @@
+export function Spinner() {
+  return (
+    <div role="status">
+      <svg
+        aria-hidden="true"
+        className="w-8 h-8 text-gray-200 animate-spin dark:text-gray-600 fill-blue-600"
+        viewBox="0 0 100 101"
+        fill="none"
+        xmlns="http://www.w3.org/2000/svg"
+      >
+        <path
+          d="M100 50.5908C100 78.2051 77.6142 100.591 50 100.591C22.3858 100.591 0 78.2051 0 50.5908C0 22.9766 22.3858 0.59082 50 0.59082C77.6142 0.59082 100 22.9766 100 50.5908ZM9.08144 50.5908C9.08144 73.1895 27.4013 91.5094 50 91.5094C72.5987 91.5094 90.9186 73.1895 90.9186 50.5908C90.9186 27.9921 72.5987 9.67226 50 9.67226C27.4013 9.67226 9.08144 27.9921 9.08144 50.5908Z"
+          fill="currentColor"
+        />
+        <path
+          d="M93.9676 39.0409C96.393 38.4038 97.8624 35.9116 97.0079 33.5539C95.2932 28.8227 92.871 24.3692 89.8167 20.348C85.8452 15.1192 80.8826 10.7238 75.2124 7.41289C69.5422 4.10194 63.2754 1.94025 56.7698 1.05124C51.7666 0.367541 46.6976 0.446843 41.7345 1.27873C39.2613 1.69328 37.813 4.19778 38.4501 6.62326C39.0873 9.04874 41.5694 10.4717 44.0505 10.1071C47.8511 9.54855 51.7191 9.52689 55.5402 10.0491C60.8642 10.7766 65.9928 12.5457 70.6331 15.2552C75.2735 17.9648 79.3347 21.5619 82.5849 25.841C84.9175 28.9121 86.7997 32.2913 88.1811 35.8758C89.083 38.2158 91.5421 39.6781 93.9676 39.0409Z"
+          fill="currentFill"
+        />
+      </svg>
+      <span className="sr-only">Loading...</span>
+    </div>
+  );
+}
@@ -0,0 +1,14 @@
+import type { createStreamableUI } from "ai/rsc";
+import { AsyncLocalStorage } from "node:async_hooks";
+
+type StreamableUI = ReturnType<typeof createStreamableUI>;
+
+const streamUIAsyncLocalStorage = new AsyncLocalStorage<StreamableUI>();
+
+export function getCurrentStreamableUI() {
+  return streamUIAsyncLocalStorage.getStore();
+}
+
+export function runWithStreamableUI<T>(streamUI: StreamableUI, fn: () => T): T {
+  return streamUIAsyncLocalStorage.run(streamUI, fn);
+}
@@ -0,0 +1,6 @@
+import { withNext } from "@llamaindex/autotool/next";
+
+/** @type {import('next').NextConfig} */
+const nextConfig = {};
+
+export default withNext(nextConfig);
@@ -0,0 +1,37 @@
+{
+  "name": "@llamaindex/autotool-02-next-example",
+  "private": true,
+  "version": "0.1.1",
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start"
+  },
+  "dependencies": {
+    "@llamaindex/autotool": "workspace:*",
+    "@radix-ui/react-slot": "^1.0.2",
+    "ai": "^3.1.3",
+    "class-variance-authority": "^0.7.0",
+    "dotenv": "^16.3.1",
+    "llamaindex": "workspace:*",
+    "lucide-react": "^0.378.0",
+    "next": "14.3.0-canary.51",
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1",
+    "react-markdown": "^9.0.1",
+    "react-syntax-highlighter": "^15.5.0",
+    "sonner": "^1.4.41",
+    "tailwind-merge": "^2.1.0"
+  },
+  "devDependencies": {
+    "@types/node": "^20.12.11",
+    "@types/react": "^18.3.1",
+    "@types/react-dom": "^18.3.0",
+    "@types/react-syntax-highlighter": "^15.5.11",
+    "autoprefixer": "^10.4.16",
+    "cross-env": "^7.0.3",
+    "postcss": "^8.4.32",
+    "tailwindcss": "^3.3.6",
+    "typescript": "^5.4.5"
+  }
+}
@@ -0,0 +1,6 @@
+module.exports = {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+};
@@ -0,0 +1,78 @@
+import type { Config } from "tailwindcss";
+import { fontFamily } from "tailwindcss/defaultTheme";
+
+const config: Config = {
+  darkMode: ["class"],
+  content: ["app/**/*.{ts,tsx}", "components/**/*.{ts,tsx}"],
+  theme: {
+    container: {
+      center: true,
+      padding: "2rem",
+      screens: {
+        "2xl": "1400px",
+      },
+    },
+    extend: {
+      colors: {
+        border: "hsl(var(--border))",
+        input: "hsl(var(--input))",
+        ring: "hsl(var(--ring))",
+        background: "hsl(var(--background))",
+        foreground: "hsl(var(--foreground))",
+        primary: {
+          DEFAULT: "hsl(var(--primary))",
+          foreground: "hsl(var(--primary-foreground))",
+        },
+        secondary: {
+          DEFAULT: "hsl(var(--secondary))",
+          foreground: "hsl(var(--secondary-foreground))",
+        },
+        destructive: {
+          DEFAULT: "hsl(var(--destructive) / <alpha-value>)",
+          foreground: "hsl(var(--destructive-foreground) / <alpha-value>)",
+        },
+        muted: {
+          DEFAULT: "hsl(var(--muted))",
+          foreground: "hsl(var(--muted-foreground))",
+        },
+        accent: {
+          DEFAULT: "hsl(var(--accent))",
+          foreground: "hsl(var(--accent-foreground))",
+        },
+        popover: {
+          DEFAULT: "hsl(var(--popover))",
+          foreground: "hsl(var(--popover-foreground))",
+        },
+        card: {
+          DEFAULT: "hsl(var(--card))",
+          foreground: "hsl(var(--card-foreground))",
+        },
+      },
+      borderRadius: {
+        xl: `calc(var(--radius) + 4px)`,
+        lg: `var(--radius)`,
+        md: `calc(var(--radius) - 2px)`,
+        sm: "calc(var(--radius) - 4px)",
+      },
+      fontFamily: {
+        sans: ["var(--font-sans)", ...fontFamily.sans],
+      },
+      keyframes: {
+        "accordion-down": {
+          from: { height: "0" },
+          to: { height: "var(--radix-accordion-content-height)" },
+        },
+        "accordion-up": {
+          from: { height: "var(--radix-accordion-content-height)" },
+          to: { height: "0" },
+        },
+      },
+      animation: {
+        "accordion-down": "accordion-down 0.2s ease-out",
+        "accordion-up": "accordion-up 0.2s ease-out",
+      },
+    },
+  },
+  plugins: [],
+};
+export default config;
@@ -0,0 +1,27 @@
+"use tool";
+import { getCurrentStreamableUI } from "@/context";
+
+export async function getMyUserID() {
+  const ui = getCurrentStreamableUI()!;
+  ui.update("Getting user ID...");
+  await new Promise((resolve) => setTimeout(resolve, 2000));
+  return "12345";
+}
+
+export async function showUserInfo(userId: string) {
+  const ui = getCurrentStreamableUI()!;
+  ui.update("Getting user info...");
+  await new Promise((resolve) => setTimeout(resolve, 2000));
+  ui.update(
+    <div>
+      User ID: {userId}
+      <br />
+      Name: John Doe
+    </div>,
+  );
+  return `User ID: ${userId}\nName: John Doe\nEmail: alex@gmail.com\nPhone: 123-456-7890\nAddress: 123 Main St\nCity: San Francisco\nState: CA\nZip: 94105\nCountry: USA\n`;
+}
+
+export function getWeather(address: string) {
+  return `The weather in ${address} is sunny!`;
+}
@@ -0,0 +1,28 @@
+{
+  "compilerOptions": {
+    "target": "es5",
+    "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,
+    "plugins": [
+      {
+        "name": "next"
+      }
+    ],
+    "paths": {
+      "@/*": ["./*"]
+    },
+    "forceConsistentCasingInFileNames": true
+  },
+  "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
+  "exclude": ["node_modules"]
+}
@@ -0,0 +1,78 @@
+{
+  "name": "@llamaindex/autotool",
+  "type": "module",
+  "version": "0.0.1",
+  "description": "",
+  "exports": {
+    ".": {
+      "types": "./dist/index.d.ts",
+      "import": "./dist/index.js",
+      "require": "./dist/index.cjs",
+      "default": "./dist/index.js"
+    },
+    "./next": {
+      "types": "./dist/next.d.ts",
+      "import": "./dist/next.js",
+      "require": "./dist/next.cjs",
+      "default": "./dist/next.js"
+    },
+    "./webpack": {
+      "types": "./dist/webpack.d.ts",
+      "import": "./dist/webpack.js",
+      "require": "./dist/webpack.cjs",
+      "default": "./dist/webpack.js"
+    },
+    "./vite": {
+      "types": "./dist/vite.d.ts",
+      "import": "./dist/vite.js",
+      "require": "./dist/vite.cjs",
+      "default": "./dist/vite.js"
+    },
+    "./loader": {
+      "types": "./dist/loader.d.ts",
+      "import": "./dist/loader.js",
+      "require": "./dist/loader.cjs",
+      "default": "./dist/loader.js"
+    },
+    "./node": "./dist/node.js"
+  },
+  "scripts": {
+    "build": "bunchee",
+    "dev": "bunchee --watch"
+  },
+  "dependencies": {
+    "@swc/core": "^1.5.5",
+    "jotai": "^2.8.0",
+    "typedoc": "^0.25.13",
+    "unplugin": "^1.10.1"
+  },
+  "peerDependencies": {
+    "llamaindex": "^0.3.9",
+    "openai": "^4",
+    "typescript": "^4"
+  },
+  "peerDependenciesMeta": {
+    "openai": {
+      "optional": true
+    },
+    "llamaindex": {
+      "optional": true
+    },
+    "typescript": {
+      "optional": true
+    }
+  },
+  "devDependencies": {
+    "@swc/types": "^0.1.6",
+    "@types/json-schema": "^7.0.15",
+    "@types/node": "^20.12.11",
+    "bunchee": "^5.1.5",
+    "llamaindex": "workspace:*",
+    "next": "14.2.3",
+    "rollup": "^4.17.2",
+    "tsx": "^4.9.3",
+    "typescript": "^5.4.5",
+    "vitest": "^1.6.0",
+    "webpack": "^5.91.0"
+  }
+}
@@ -0,0 +1,103 @@
+import type {
+  JSONSchema7,
+  JSONSchema7Definition,
+  JSONSchema7TypeName,
+} from "json-schema";
+import type { ToolMetadata } from "llamaindex";
+import type { SourceMapInput } from "rollup";
+import td from "typedoc";
+import type { SourceMapCompact } from "unplugin";
+import type { InfoString } from "./internal";
+
+export const isToolFile = (url: string) => /tool\.[jt]sx?$/.test(url);
+export const isJSorTS = (url: string) => /\.m?[jt]sx?$/.test(url);
+
+async function parseRoot(entryPoint: string) {
+  const app = await td.Application.bootstrapWithPlugins(
+    {
+      entryPoints: [entryPoint],
+    },
+    [
+      new td.TypeDocReader(),
+      new td.PackageJsonReader(),
+      new td.TSConfigReader(),
+    ],
+  );
+  const project = await app.convert();
+
+  if (project) {
+    return app.serializer.projectToObject(project, process.cwd());
+  }
+  throw new Error("Failed to parse root");
+}
+
+export async function transformAutoTool(
+  code: string,
+  url: string,
+): Promise<{
+  code: string;
+  map?: SourceMapInput | SourceMapCompact | null;
+}> {
+  const json = await parseRoot(url);
+  const children = json.children;
+  if (Array.isArray(children)) {
+    const schema = {
+      type: "object",
+      properties: {} as {
+        [key: string]: JSONSchema7Definition;
+      },
+      additionalItems: false,
+      required: [] as string[],
+    } satisfies JSONSchema7;
+    const info: InfoString = {
+      originalFunction: undefined,
+      parameterMapping: {},
+    };
+    children.forEach((child) => {
+      // replace starting and ending quotes, to make it a function in the runtime
+      info.originalFunction = child.name;
+      const metadata: ToolMetadata = {
+        name: child.name,
+        description: "",
+        parameters: schema,
+      };
+      child.signatures?.forEach((signature) => {
+        const description = signature.comment?.summary
+          .map((x) => x.text)
+          .join("\n");
+        if (description) {
+          metadata.description += description;
+        }
+        signature.parameters?.map((parameter, idx) => {
+          if (parameter.type?.type === "intrinsic") {
+            // parameter.type.name
+            schema.properties[parameter.name as string] = {
+              type: parameter.type.name as JSONSchema7TypeName,
+              description: parameter.comment?.summary
+                .map((x) => x.text)
+                .join("\n"),
+            } as JSONSchema7Definition;
+            schema.required.push(parameter.name as string);
+            info.parameterMapping[parameter.name as string] = idx;
+          }
+        });
+      });
+      const infoJSON = JSON.stringify(info)
+        // remove quotes from `originalFunction` value
+        .replace(/"originalFunction":"(.*?)"/g, '"originalFunction":$1');
+      code =
+        code + `\ninjectMetadata(${JSON.stringify(metadata)}, ${infoJSON});`;
+    });
+  }
+  if (
+    !/^import\s+{\sinjectMetadata\s}\s+from\s+['"]@llamaindex\/tool['"]/.test(
+      code,
+    )
+  ) {
+    code = `import {injectMetadata} from '@llamaindex/autotool';\n${code}`;
+  }
+  return {
+    code,
+    map: null,
+  };
+}
@@ -0,0 +1,82 @@
+import { atom } from "jotai/vanilla";
+import type { BaseToolWithCall, ToolMetadata } from "llamaindex";
+import type { ChatCompletionTool } from "openai/resources/chat/completions";
+import { store, toolMetadataAtom, toolsAtom, type Info } from "./internal";
+
+export type { Info };
+
+/**
+ * @internal This function is used by the compiler to inject metadata into the source code.
+ */
+export function injectMetadata(metadata: ToolMetadata, info: Info) {
+  store.get(toolMetadataAtom).push([metadata, info]);
+}
+
+const openaiToolsAtom = atom<ChatCompletionTool[]>((get) => {
+  const metadata = get(toolMetadataAtom);
+  return metadata.map(([metadata]) => ({
+    type: "function",
+    function: {
+      parameters: metadata.parameters,
+      name: metadata.name,
+      description: metadata.description,
+    },
+  }));
+});
+
+const llamaindexToolsAtom = atom<BaseToolWithCall[]>((get) => {
+  const metadata = get(toolMetadataAtom);
+  const fns = get(toolsAtom);
+  return metadata.map(([metadata, info]) => ({
+    call: (input: Record<string, unknown>) => {
+      const args = Object.entries(info.parameterMapping).reduce(
+        (arr, [name, idx]) => {
+          arr[idx] = input[name];
+          return arr;
+        },
+        [] as unknown[],
+      );
+      const fn = fns[metadata.name] ?? info.originalFunction;
+      if (!fn) {
+        throw new Error(`Cannot find function to call: ${metadata.name}`);
+      }
+      return fn(...args);
+    },
+    metadata,
+  }));
+});
+
+export function convertTools(format: "openai"): ChatCompletionTool[];
+export function convertTools(format: "llamaindex"): BaseToolWithCall[];
+export function convertTools(
+  format: string,
+): ChatCompletionTool[] | BaseToolWithCall[] {
+  switch (format) {
+    case "openai": {
+      return store.get(openaiToolsAtom);
+    }
+    case "llamaindex": {
+      return store.get(llamaindexToolsAtom);
+    }
+  }
+  throw new Error(`Unknown format: ${format}`);
+}
+
+/**
+ * Call a tool by name with the given input.
+ */
+export function callTool(
+  name: string,
+  input: string | Record<string, unknown>,
+): unknown | Promise<unknown> {
+  const tools = store.get(llamaindexToolsAtom);
+  const targetTool = tools.find((tool) => tool.metadata.name === name);
+  if (!targetTool) {
+    throw new Error(`Cannot find tool: ${name}`);
+  }
+  return targetTool.call(
+    // for OpenAI, input is a string
+    // for ClaudeAI, input is an object
+    typeof input === "string" ? JSON.parse(input) : input,
+  );
+}
@@ -0,0 +1,26 @@
+import { atom, createStore } from "jotai/vanilla";
+import type { ToolMetadata } from "llamaindex";
+
+export type Info = {
+  originalFunction?: (...args: any[]) => any;
+  /**
+   * In current LLM, it doesn't support non-object parameter, so we mock arguments as object, and use this mapping to convert it back.
+   */
+  parameterMapping: Record<string, number>;
+};
+
+/**
+ * This is used in parser side to store the original function and parameter mapping.
+ *
+ * In the runtime, originalFunction is a JS function.
+ *
+ * @internal
+ */
+export type InfoString = {
+  originalFunction?: string;
+  parameterMapping: Record<string, number>;
+};
+
+export const store = createStore();
+export const toolMetadataAtom = atom<[ToolMetadata, Info][]>([]);
+export const toolsAtom = atom<Record<string, (...args: any[]) => any>>({});
@@ -0,0 +1,38 @@
+/**
+ * This is a node module loader hook that injects metadata into the source code.
+ *
+ * @module
+ */
+import { parse } from "@swc/core";
+import type { ExpressionStatement } from "@swc/types";
+import type { LoadHook } from "node:module";
+import { fileURLToPath } from "node:url";
+import { isJSorTS, isToolFile, transformAutoTool } from "./compiler";
+
+export const load: LoadHook = async (url, context, nextLoad) => {
+  const output = await nextLoad(url, context);
+  if (typeof output.source === "string" && isJSorTS(url)) {
+    const isTool = isToolFile(url);
+    const hasToolDirective = (await parse(output.source)).body
+      .filter(
+        (node): node is ExpressionStatement =>
+          node.type === "ExpressionStatement",
+      )
+      .some(
+        (node) =>
+          node.expression.type === "StringLiteral" &&
+          node.expression.value === "use tool",
+      );
+    if (isTool || hasToolDirective) {
+      const { code } = await transformAutoTool(
+        output.source,
+        fileURLToPath(url),
+      );
+      return {
+        ...output,
+        source: code,
+      };
+    }
+  }
+  return output;
+};
@@ -0,0 +1,13 @@
+import type { NextConfig } from "next";
+import webpackPlugin from "./webpack";
+
+export function withNext(config: NextConfig) {
+  return {
+    ...config,
+    webpack: (webpackConfig: any, context: any) => {
+      webpackConfig = config.webpack?.(webpackConfig, context) ?? webpackConfig;
+      webpackConfig.plugins.push(webpackPlugin());
+      return webpackConfig;
+    },
+  };
+}
@@ -0,0 +1,16 @@
+/**
+ * @example
+ * ```shell
+ * node --import @llamaindex/autotool/node ./dist/index.js
+ * ```
+ *
+ * @example
+ * ```shell
+ * node --import tsx --import @llamaindex/autotool/node ./src/index.ts
+ * ```
+ *
+ * @module
+ */
+import { register } from "node:module";
+
+register("./loader.js", import.meta.url);
@@ -0,0 +1,35 @@
+import { parse } from "@swc/core";
+import type { ExpressionStatement } from "@swc/types";
+import { createUnplugin, type UnpluginFactory } from "unplugin";
+import { isJSorTS, isToolFile, transformAutoTool } from "./compiler";
+
+export interface Options {}
+
+const name = "llama-index-tool";
+
+export const unpluginFactory: UnpluginFactory<Options | undefined> = () => ({
+  name,
+  async transform(code, id) {
+    if (!isJSorTS(id)) {
+      return code;
+    }
+    const isTool = isToolFile(id);
+    const hasToolDirective = (await parse(code)).body
+      .filter(
+        (node): node is ExpressionStatement =>
+          node.type === "ExpressionStatement",
+      )
+      .some(
+        (node) =>
+          node.expression.type === "StringLiteral" &&
+          node.expression.value === "use tool",
+      );
+    if (isTool || hasToolDirective) {
+      return transformAutoTool(code, id);
+    }
+  },
+});
+
+export const unplugin = /* #__PURE__ */ createUnplugin(unpluginFactory);
+
+export default unplugin;
@@ -0,0 +1,6 @@
+import { createVitePlugin } from "unplugin";
+import { unpluginFactory } from "./plugin";
+
+const vitePlugin = createVitePlugin(unpluginFactory);
+
+export default vitePlugin;
@@ -0,0 +1,6 @@
+import { createWebpackPlugin } from "unplugin";
+import { unpluginFactory } from "./plugin";
+
+const webpackPlugin = createWebpackPlugin(unpluginFactory);
+
+export default webpackPlugin;
@@ -0,0 +1,19 @@
+{
+  "extends": "../../tsconfig.json",
+  "compilerOptions": {
+    "target": "ESNext",
+    "module": "ESNext",
+    "moduleResolution": "bundler",
+    "outDir": "./lib",
+    "types": ["node"]
+  },
+  "include": ["./src"],
+  "references": [
+    {
+      "path": "../core/tsconfig.json"
+    },
+    {
+      "path": "../env/tsconfig.json"
+    }
+  ]
+}
@@ -1,5 +1,13 @@
 # llamaindex

+## 0.3.9
+
+### Patch Changes
+
+- c3747d0: fix: import `@xenova/transformers`
+
+  For now, if you use llamaindex in next.js, you need to add a plugin from `llamaindex/next` to ensure some module resolutions are correct.
+
 ## 0.3.8

 ### Patch Changes
@@ -1,5 +1,13 @@
 # @llamaindex/core-e2e

+## 0.0.5
+
+### Patch Changes
+
+- c3747d0: fix: import `@xenova/transformers`
+
+  For now, if you use llamaindex in next.js, you need to add a plugin from `llamaindex/next` to ensure some module resolutions are correct.
+
 ## 0.0.4

 ### Patch Changes
@@ -1,5 +1,12 @@
 # @llamaindex/cloudflare-worker-agent-test

+## 0.0.10
+
+### Patch Changes
+
+- Updated dependencies [c3747d0]
+  - llamaindex@0.3.9
+
 ## 0.0.9

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.9",
+  "version": "0.0.10",
  "type": "module",
  "private": true,
  "scripts": {
@@ -12,11 +12,13 @@
    "cf-typegen": "wrangler types"
  },
  "devDependencies": {
-    "@cloudflare/vitest-pool-workers": "^0.2.3",
-    "@cloudflare/workers-types": "^4.20240423.0",
+    "@cloudflare/vitest-pool-workers": "^0.2.6",
+    "@cloudflare/workers-types": "^4.20240502.0",
+    "@vitest/runner": "1.3.0",
+    "@vitest/snapshot": "1.3.0",
    "typescript": "^5.4.5",
    "vitest": "1.3.0",
-    "wrangler": "^3.52.0"
+    "wrangler": "^3.53.1"
  },
  "dependencies": {
    "llamaindex": "workspace:*"
@@ -1,5 +1,16 @@
 # @llamaindex/next-agent-test

+## 0.1.10
+
+### Patch Changes
+
+- c3747d0: fix: import `@xenova/transformers`
+
+  For now, if you use llamaindex in next.js, you need to add a plugin from `llamaindex/next` to ensure some module resolutions are correct.
+
+- Updated dependencies [c3747d0]
+  - llamaindex@0.3.9
+
 ## 0.1.9

 ### Patch Changes
@@ -1,4 +1,6 @@
 /** @type {import('next').NextConfig} */
 const nextConfig = {};

-export default nextConfig;
+import withLlamaIndex from "llamaindex/next";
+
+export default withLlamaIndex(nextConfig);
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-agent-test",
-  "version": "0.1.9",
+  "version": "0.1.10",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -9,20 +9,20 @@
    "lint": "next lint"
  },
  "dependencies": {
-    "ai": "^3.0.34",
+    "ai": "^3.1.3",
    "llamaindex": "workspace:*",
    "next": "14.2.3",
-    "react": "18.2.0",
-    "react-dom": "18.2.0"
+    "react": "18.3.1",
+    "react-dom": "18.3.1"
  },
  "devDependencies": {
-    "@types/node": "^20",
-    "@types/react": "^18.2.79",
-    "@types/react-dom": "^18.2.25",
-    "eslint": "^8",
+    "@types/node": "^20.12.11",
+    "@types/react": "^18.3.1",
+    "@types/react-dom": "^18.3.0",
+    "eslint": "^8.57.0",
    "eslint-config-next": "14.2.3",
    "postcss": "^8",
    "tailwindcss": "^3.4.1",
-    "typescript": "^5"
+    "typescript": "^5.4.5"
  }
 }
@@ -1,5 +1,16 @@
 # test-edge-runtime

+## 0.1.9
+
+### Patch Changes
+
+- c3747d0: fix: import `@xenova/transformers`
+
+  For now, if you use llamaindex in next.js, you need to add a plugin from `llamaindex/next` to ensure some module resolutions are correct.
+
+- Updated dependencies [c3747d0]
+  - llamaindex@0.3.9
+
 ## 0.1.8

 ### Patch Changes
@@ -1,4 +1,6 @@
 /** @type {import('next').NextConfig} */
 const nextConfig = {};

-export default nextConfig;
+import withLlamaIndex from "llamaindex/next";
+
+export default withLlamaIndex(nextConfig);
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/nextjs-edge-runtime-test",
-  "version": "0.1.8",
+  "version": "0.1.9",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -8,15 +8,15 @@
    "start": "next start"
  },
  "dependencies": {
-    "@llamaindex/edge": "workspace:*",
-    "next": "14.1.3",
-    "react": "^18",
-    "react-dom": "^18"
+    "llamaindex": "workspace:*",
+    "next": "14.2.3",
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1"
  },
  "devDependencies": {
-    "@types/node": "^20.12.7",
-    "@types/react": "^18.2.79",
-    "@types/react-dom": "^18.2.25",
-    "typescript": "^5"
+    "@types/node": "^20.12.11",
+    "@types/react": "^18.3.1",
+    "@types/react-dom": "^18.3.0",
+    "typescript": "^5.4.5"
  }
 }
@@ -1,232 +0,0 @@
-.main {
-  display: flex;
-  flex-direction: column;
-  justify-content: space-between;
-  align-items: center;
-  padding: 6rem;
-  min-height: 100vh;
-}
-
-.description {
-  display: inherit;
-  justify-content: inherit;
-  align-items: inherit;
-  font-size: 0.85rem;
-  max-width: var(--max-width);
-  width: 100%;
-  z-index: 2;
-  font-family: var(--font-mono);
-}
-
-.description a {
-  display: flex;
-  justify-content: center;
-  align-items: center;
-  gap: 0.5rem;
-}
-
-.description p {
-  position: relative;
-  margin: 0;
-  padding: 1rem;
-  background-color: rgba(var(--callout-rgb), 0.5);
-  border: 1px solid rgba(var(--callout-border-rgb), 0.3);
-  border-radius: var(--border-radius);
-}
-
-.code {
-  font-weight: 700;
-  font-family: var(--font-mono);
-}
-
-.grid {
-  display: grid;
-  grid-template-columns: repeat(4, minmax(25%, auto));
-  max-width: 100%;
-  width: var(--max-width);
-}
-
-.card {
-  padding: 1rem 1.2rem;
-  border-radius: var(--border-radius);
-  background: rgba(var(--card-rgb), 0);
-  border: 1px solid rgba(var(--card-border-rgb), 0);
-  transition:
-    background 200ms,
-    border 200ms;
-}
-
-.card span {
-  display: inline-block;
-  transition: transform 200ms;
-}
-
-.card h2 {
-  font-weight: 600;
-  margin-bottom: 0.7rem;
-}
-
-.card p {
-  margin: 0;
-  opacity: 0.6;
-  font-size: 0.9rem;
-  line-height: 1.5;
-  max-width: 30ch;
-  text-wrap: balance;
-}
-
-.center {
-  display: flex;
-  justify-content: center;
-  align-items: center;
-  position: relative;
-  padding: 4rem 0;
-}
-
-.center::before {
-  background: var(--secondary-glow);
-  border-radius: 50%;
-  width: 480px;
-  height: 360px;
-  margin-left: -400px;
-}
-
-.center::after {
-  background: var(--primary-glow);
-  width: 240px;
-  height: 180px;
-  z-index: -1;
-}
-
-.center::before,
-.center::after {
-  content: "";
-  left: 50%;
-  position: absolute;
-  filter: blur(45px);
-  transform: translateZ(0);
-}
-
-.logo {
-  position: relative;
-}
-/* Enable hover only on non-touch devices */
-@media (hover: hover) and (pointer: fine) {
-  .card:hover {
-    background: rgba(var(--card-rgb), 0.1);
-    border: 1px solid rgba(var(--card-border-rgb), 0.15);
-  }
-
-  .card:hover span {
-    transform: translateX(4px);
-  }
-}
-
-@media (prefers-reduced-motion) {
-  .card:hover span {
-    transform: none;
-  }
-}
-
-/* Mobile */
-@media (max-width: 700px) {
-  .content {
-    padding: 4rem;
-  }
-
-  .grid {
-    grid-template-columns: 1fr;
-    margin-bottom: 120px;
-    max-width: 320px;
-    text-align: center;
-  }
-
-  .card {
-    padding: 1rem 2.5rem;
-  }
-
-  .card h2 {
-    margin-bottom: 0.5rem;
-  }
-
-  .center {
-    padding: 8rem 0 6rem;
-  }
-
-  .center::before {
-    transform: none;
-    height: 300px;
-  }
-
-  .description {
-    font-size: 0.8rem;
-  }
-
-  .description a {
-    padding: 1rem;
-  }
-
-  .description p,
-  .description div {
-    display: flex;
-    justify-content: center;
-    position: fixed;
-    width: 100%;
-  }
-
-  .description p {
-    align-items: center;
-    inset: 0 0 auto;
-    padding: 2rem 1rem 1.4rem;
-    border-radius: 0;
-    border: none;
-    border-bottom: 1px solid rgba(var(--callout-border-rgb), 0.25);
-    background: linear-gradient(
-      to bottom,
-      rgba(var(--background-start-rgb), 1),
-      rgba(var(--callout-rgb), 0.5)
-    );
-    background-clip: padding-box;
-    backdrop-filter: blur(24px);
-  }
-
-  .description div {
-    align-items: flex-end;
-    pointer-events: none;
-    inset: auto 0 0;
-    padding: 2rem;
-    height: 200px;
-    background: linear-gradient(
-      to bottom,
-      transparent 0%,
-      rgb(var(--background-end-rgb)) 40%
-    );
-    z-index: 1;
-  }
-}
-
-/* Tablet and Smaller Desktop */
-@media (min-width: 701px) and (max-width: 1120px) {
-  .grid {
-    grid-template-columns: repeat(2, 50%);
-  }
-}
-
-@media (prefers-color-scheme: dark) {
-  .vercelLogo {
-    filter: invert(1);
-  }
-
-  .logo {
-    filter: invert(1) drop-shadow(0 0 0.3rem #ffffff70);
-  }
-}
-
-@keyframes rotate {
-  from {
-    transform: rotate(360deg);
-  }
-  to {
-    transform: rotate(0deg);
-  }
-}
@@ -1,98 +1,20 @@
-import Image from "next/image";
-import "../utils/llm";
-import styles from "./page.module.css";
+import { tokenizerResultPromise } from "@/utils/llm";
+import { use } from "react";

 export const runtime = "edge";

 export default function Home() {
+  const result = use(tokenizerResultPromise);
  return (
-    <main className={styles.main}>
-      <div className={styles.description}>
-        <p>
-          Get started by editing&nbsp;
-          <code className={styles.code}>src/app/page.tsx</code>
-        </p>
+    <main>
+      <div>
+        <h1>Next.js Edge Runtime</h1>
        <div>
-          <a
-            href="https://vercel.com?utm_source=create-next-app&utm_medium=appdir-template&utm_campaign=create-next-app"
-            target="_blank"
-            rel="noopener noreferrer"
-          >
-            By{" "}
-            <Image
-              src="/vercel.svg"
-              alt="Vercel Logo"
-              className={styles.vercelLogo}
-              width={100}
-              height={24}
-              priority
-            />
-          </a>
+          {result.map((value, index) => (
+            <span key={index}>{value}</span>
+          ))}
        </div>
      </div>
-
-      <div className={styles.center}>
-        <Image
-          className={styles.logo}
-          src="/next.svg"
-          alt="Next.js Logo"
-          width={180}
-          height={37}
-          priority
-        />
-      </div>
-
-      <div className={styles.grid}>
-        <a
-          href="https://nextjs.org/docs?utm_source=create-next-app&utm_medium=appdir-template&utm_campaign=create-next-app"
-          className={styles.card}
-          target="_blank"
-          rel="noopener noreferrer"
-        >
-          <h2>
-            Docs <span>-&gt;</span>
-          </h2>
-          <p>Find in-depth information about Next.js features and API.</p>
-        </a>
-
-        <a
-          href="https://nextjs.org/learn?utm_source=create-next-app&utm_medium=appdir-template&utm_campaign=create-next-app"
-          className={styles.card}
-          target="_blank"
-          rel="noopener noreferrer"
-        >
-          <h2>
-            Learn <span>-&gt;</span>
-          </h2>
-          <p>Learn about Next.js in an interactive course with&nbsp;quizzes!</p>
-        </a>
-
-        <a
-          href="https://vercel.com/templates?framework=next.js&utm_source=create-next-app&utm_medium=appdir-template&utm_campaign=create-next-app"
-          className={styles.card}
-          target="_blank"
-          rel="noopener noreferrer"
-        >
-          <h2>
-            Templates <span>-&gt;</span>
-          </h2>
-          <p>Explore starter templates for Next.js.</p>
-        </a>
-
-        <a
-          href="https://vercel.com/new?utm_source=create-next-app&utm_medium=appdir-template&utm_campaign=create-next-app"
-          className={styles.card}
-          target="_blank"
-          rel="noopener noreferrer"
-        >
-          <h2>
-            Deploy <span>-&gt;</span>
-          </h2>
-          <p>
-            Instantly deploy your Next.js site to a shareable URL with Vercel.
-          </p>
-        </a>
-      </div>
    </main>
  );
 }
@@ -1,9 +1,23 @@
-"use server";
 // test runtime
 import "llamaindex";
+import { ClipEmbedding } from "llamaindex/embeddings/ClipEmbedding";
 import "llamaindex/readers/SimpleDirectoryReader";

 // @ts-expect-error
 if (typeof EdgeRuntime !== "string") {
  throw new Error("Expected run in EdgeRuntime");
 }
+
+export const tokenizerResultPromise = new Promise<number[]>(
+  (resolve, reject) => {
+    const embedding = new ClipEmbedding();
+    //#region make sure @xenova/transformers is working in edge runtime
+    embedding
+      .getTokenizer()
+      .then((tokenizer) => {
+        resolve(tokenizer.encode("hello world"));
+      })
+      .catch(reject);
+    //#endregion
+  },
+);
@@ -1,5 +1,6 @@
 {
  "compilerOptions": {
+    "target": "ESNext",
    "lib": ["dom", "dom.iterable", "esnext"],
    "outDir": "./dist",
    "allowJs": true,
@@ -1,5 +1,12 @@
 # @llamaindex/waku-query-engine-test

+## 0.0.10
+
+### Patch Changes
+
+- Updated dependencies [c3747d0]
+  - llamaindex@0.3.9
+
 ## 0.0.9

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/waku-query-engine-test",
-  "version": "0.0.9",
+  "version": "0.0.10",
  "type": "module",
  "private": true,
  "scripts": {
@@ -16,10 +16,10 @@
    "waku": "0.20.1"
  },
  "devDependencies": {
-    "@types/react": "18.2.74",
-    "@types/react-dom": "18.2.24",
+    "@types/react": "18.3.1",
+    "@types/react-dom": "18.3.0",
    "autoprefixer": "10.4.19",
    "tailwindcss": "3.4.3",
-    "typescript": "5.4.4"
+    "typescript": "5.4.5"
  }
 }
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/core-e2e",
  "private": true,
-  "version": "0.0.4",
+  "version": "0.0.5",
  "type": "module",
  "scripts": {
    "e2e": "node --import tsx --import ./mock-register.js --test ./node/*.e2e.ts",
@@ -10,9 +10,9 @@
  },
  "devDependencies": {
    "@faker-js/faker": "^8.4.1",
-    "@types/node": "^20.12.7",
+    "@types/node": "^20.12.11",
    "consola": "^3.2.3",
    "llamaindex": "workspace:*",
-    "tsx": "^4.7.2"
+    "tsx": "^4.9.3"
  }
 }
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/core",
-  "version": "0.3.8",
+  "version": "0.3.9",
  "exports": "./src/index.ts",
  "imports": {
    "@llamaindex/env": "jsr:@llamaindex/env@0.1.2"
@@ -1,6 +1,6 @@
 {
  "name": "llamaindex",
-  "version": "0.3.8",
+  "version": "0.3.9",
  "expectedMinorVersion": "3",
  "license": "MIT",
  "type": "module",
@@ -21,44 +21,44 @@
    "llamaindex"
  ],
  "dependencies": {
-    "@anthropic-ai/sdk": "^0.20.6",
+    "@anthropic-ai/sdk": "^0.20.9",
    "@aws-crypto/sha256-js": "^5.2.0",
-    "@datastax/astra-db-ts": "^1.0.1",
-    "@google/generative-ai": "^0.8.0",
-    "@grpc/grpc-js": "^1.10.6",
+    "@datastax/astra-db-ts": "^1.1.0",
+    "@google/generative-ai": "^0.11.0",
+    "@grpc/grpc-js": "^1.10.7",
    "@huggingface/inference": "^2.6.7",
    "@llamaindex/cloud": "0.0.5",
    "@llamaindex/env": "workspace:*",
-    "@mistralai/mistralai": "^0.1.3",
+    "@mistralai/mistralai": "^0.2.0",
    "@pinecone-database/pinecone": "^2.2.0",
-    "@qdrant/js-client-rest": "^1.8.2",
-    "@types/lodash": "^4.17.0",
+    "@qdrant/js-client-rest": "^1.9.0",
+    "@types/lodash": "^4.17.1",
    "@types/papaparse": "^5.3.14",
-    "@types/pg": "^8.11.5",
+    "@types/pg": "^8.11.6",
    "@xenova/transformers": "^2.17.1",
-    "@zilliz/milvus2-sdk-node": "^2.4.1",
-    "ajv": "^8.12.0",
-    "assemblyai": "^4.4.1",
-    "chromadb": "~1.7.3",
+    "@zilliz/milvus2-sdk-node": "^2.4.2",
+    "ajv": "^8.13.0",
+    "assemblyai": "^4.4.2",
+    "chromadb": "~1.8.1",
    "cohere-ai": "^7.9.5",
    "js-tiktoken": "^1.0.11",
    "lodash": "^4.17.21",
    "magic-bytes.js": "^1.10.0",
-    "mammoth": "^1.7.1",
+    "mammoth": "^1.7.2",
    "md-utils-ts": "^2.0.0",
-    "mongodb": "^6.5.0",
+    "mongodb": "^6.6.1",
    "notion-md-crawler": "^1.0.0",
-    "openai": "^4.38.0",
+    "openai": "^4.43.0",
    "papaparse": "^5.4.1",
    "pathe": "^1.1.2",
-    "pdf2json": "^3.0.5",
+    "pdf2json": "3.0.5",
    "pg": "^8.11.5",
    "pgvector": "^0.1.8",
    "portkey-ai": "^0.1.16",
    "rake-modified": "^1.0.8",
    "string-strip-html": "^13.4.8",
    "wikipedia": "^2.1.2",
-    "wink-nlp": "^1.14.3"
+    "wink-nlp": "^2.2.2"
  },
  "peerDependencies": {
    "@notionhq/client": "^2.2.15"
@@ -66,7 +66,7 @@
  "devDependencies": {
    "@notionhq/client": "^2.2.15",
    "@swc/cli": "^0.3.12",
-    "@swc/core": "^1.4.16",
+    "@swc/core": "^1.5.5",
    "concurrently": "^8.2.2",
    "glob": "^10.3.12",
    "madge": "^7.0.0",
@@ -12,6 +12,8 @@ import type {
  LLMStreamEvent,
  LLMToolCallEvent,
  LLMToolResultEvent,
+  RetrievalEndEvent,
+  RetrievalStartEvent,
 } from "../llm/types.js";

 export class LlamaIndexCustomEvent<T = any> extends CustomEvent<T> {
@@ -45,6 +47,8 @@ export interface LlamaIndexEventMaps {
   * @deprecated
   */
  retrieve: CustomEvent<RetrievalCallbackResponse>;
+  "retrieve-start": RetrievalStartEvent;
+  "retrieve-end": RetrievalEndEvent;
  /**
   * @deprecated
   */
@@ -1,12 +1,17 @@
 import _ from "lodash";
 import type { ImageType } from "../Node.js";
+import { lazyLoadTransformers } from "../internal/deps/transformers.js";
 import { MultiModalEmbedding } from "./MultiModalEmbedding.js";
+// only import type, to avoid bundling error
+import type {
+  CLIPTextModelWithProjection,
+  CLIPVisionModelWithProjection,
+  PreTrainedTokenizer,
+  Processor,
+} from "@xenova/transformers";

 async function readImage(input: ImageType) {
-  const { RawImage } = await import(
-    /* webpackIgnore: true */
-    "@xenova/transformers"
-  );
+  const { RawImage } = await lazyLoadTransformers();
  if (input instanceof Blob) {
    return await RawImage.fromBlob(input);
  } else if (_.isString(input) || input instanceof URL) {
@@ -25,39 +30,30 @@ export class ClipEmbedding extends MultiModalEmbedding {
  modelType: ClipEmbeddingModelType =
    ClipEmbeddingModelType.XENOVA_CLIP_VIT_BASE_PATCH16;

-  private tokenizer: any;
-  private processor: any;
-  private visionModel: any;
-  private textModel: any;
+  private tokenizer: PreTrainedTokenizer | null = null;
+  private processor: Processor | null = null;
+  private visionModel: CLIPVisionModelWithProjection | null = null;
+  private textModel: CLIPTextModelWithProjection | null = null;

  async getTokenizer() {
+    const { AutoTokenizer } = await lazyLoadTransformers();
    if (!this.tokenizer) {
-      const { AutoTokenizer } = await import(
-        /* webpackIgnore: true */
-        "@xenova/transformers"
-      );
      this.tokenizer = await AutoTokenizer.from_pretrained(this.modelType);
    }
    return this.tokenizer;
  }

  async getProcessor() {
+    const { AutoProcessor } = await lazyLoadTransformers();
    if (!this.processor) {
-      const { AutoProcessor } = await import(
-        /* webpackIgnore: true */
-        "@xenova/transformers"
-      );
      this.processor = await AutoProcessor.from_pretrained(this.modelType);
    }
    return this.processor;
  }

  async getVisionModel() {
+    const { CLIPVisionModelWithProjection } = await lazyLoadTransformers();
    if (!this.visionModel) {
-      const { CLIPVisionModelWithProjection } = await import(
-        /* webpackIgnore: true */
-        "@xenova/transformers"
-      );
      this.visionModel = await CLIPVisionModelWithProjection.from_pretrained(
        this.modelType,
      );
@@ -67,11 +63,8 @@ export class ClipEmbedding extends MultiModalEmbedding {
  }

  async getTextModel() {
+    const { CLIPTextModelWithProjection } = await lazyLoadTransformers();
    if (!this.textModel) {
-      const { CLIPTextModelWithProjection } = await import(
-        /* webpackIgnore: true */
-        "@xenova/transformers"
-      );
      this.textModel = await CLIPTextModelWithProjection.from_pretrained(
        this.modelType,
      );
@@ -1,3 +1,4 @@
+import { lazyLoadTransformers } from "../internal/deps/transformers.js";
 import { BaseEmbedding } from "./types.js";

 export enum HuggingFaceEmbeddingModelType {
@@ -31,7 +32,7 @@ export class HuggingFaceEmbedding extends BaseEmbedding {

  async getExtractor() {
    if (!this.extractor) {
-      const { pipeline } = await import("@xenova/transformers");
+      const { pipeline } = await lazyLoadTransformers();
      this.extractor = await pipeline("feature-extraction", this.modelType, {
        quantized: this.quantized,
      });
@@ -1,14 +1,8 @@
-import type {
-  BaseNode,
-  Document,
-  Metadata,
-  NodeWithScore,
-} from "../../Node.js";
+import type { BaseNode, Document, NodeWithScore } from "../../Node.js";
 import { ImageNode, ObjectType, splitNodesByType } from "../../Node.js";
 import type { BaseRetriever, RetrieveParams } from "../../Retriever.js";
 import type { ServiceContext } from "../../ServiceContext.js";
 import {
-  Settings,
  embedModelFromSettingsOrContext,
  nodeParserFromSettingsOrContext,
 } from "../../Settings.js";
@@ -25,6 +19,7 @@ import {
  createDocStoreStrategy,
 } from "../../ingestion/strategies/index.js";
 import { wrapEventCaller } from "../../internal/context/EventCaller.js";
+import { getCallbackManager } from "../../internal/settings/CallbackManager.js";
 import type { BaseNodePostprocessor } from "../../postprocessors/types.js";
 import type { StorageContext } from "../../storage/StorageContext.js";
 import { storageContextFromDefaults } from "../../storage/StorageContext.js";
@@ -411,10 +406,16 @@ export class VectorIndexRetriever implements BaseRetriever {
    this.imageSimilarityTopK = imageSimilarityTopK ?? DEFAULT_SIMILARITY_TOP_K;
  }

+  @wrapEventCaller
  async retrieve({
    query,
    preFilters,
  }: RetrieveParams): Promise<NodeWithScore[]> {
+    getCallbackManager().dispatchEvent("retrieve-start", {
+      payload: {
+        query,
+      },
+    });
    let nodesWithScores = await this.textRetrieve(
      query,
      preFilters as MetadataFilters,
@@ -422,7 +423,17 @@ export class VectorIndexRetriever implements BaseRetriever {
    nodesWithScores = nodesWithScores.concat(
      await this.textToImageRetrieve(query, preFilters as MetadataFilters),
    );
-    this.sendEvent(query, nodesWithScores);
+    getCallbackManager().dispatchEvent("retrieve-end", {
+      payload: {
+        query,
+        nodes: nodesWithScores,
+      },
+    });
+    // send deprecated event
+    getCallbackManager().dispatchEvent("retrieve", {
+      query,
+      nodes: nodesWithScores,
+    });
    return nodesWithScores;
  }

@@ -459,17 +470,6 @@ export class VectorIndexRetriever implements BaseRetriever {
    return this.buildNodeListFromQueryResult(result);
  }

-  @wrapEventCaller
-  protected sendEvent(
-    query: string,
-    nodesWithScores: NodeWithScore<Metadata>[],
-  ) {
-    Settings.callbackManager.dispatchEvent("retrieve", {
-      query,
-      nodes: nodesWithScores,
-    });
-  }
-
  protected async buildVectorStoreQuery(
    embedModel: BaseEmbedding,
    query: string,
@@ -0,0 +1,15 @@
+let transformer: typeof import("@xenova/transformers") | null = null;
+
+export async function lazyLoadTransformers() {
+  if (!transformer) {
+    transformer = await import("@xenova/transformers");
+  }
+
+  // @ts-expect-error
+  if (typeof EdgeRuntime === "string") {
+    // there is no local file system in the edge runtime
+    transformer.env.allowLocalModels = false;
+  }
+  // fixme: handle cloudflare workers case here?
+  return transformer;
+}
@@ -1,7 +1,15 @@
 import type { Tokenizers } from "../GlobalsHelper.js";
+import type { NodeWithScore } from "../Node.js";
 import type { BaseEvent } from "../internal/type.js";
 import type { BaseTool, JSONObject, ToolOutput, UUID } from "../types.js";

+export type RetrievalStartEvent = BaseEvent<{
+  query: string;
+}>;
+export type RetrievalEndEvent = BaseEvent<{
+  query: string;
+  nodes: NodeWithScore[];
+}>;
 export type LLMStartEvent = BaseEvent<{
  id: UUID;
  messages: ChatMessage[];
@@ -0,0 +1,36 @@
+/**
+ * This is a Next.js configuration file that is used to customize the build process.
+ *
+ * @example
+ * ```js
+ * // next.config.js
+ * const withLlamaIndex = require("llamaindex/next")
+ *
+ * module.exports = withLlamaIndex({
+ *  // Your Next.js configuration
+ * })
+ * ```
+ *
+ * This is only for Next.js projects, do not export this function on top-level.
+ *
+ * @module
+ */
+export default function withLlamaIndex(config: any) {
+  const userWebpack = config.webpack;
+  //#region hack for `@xenova/transformers`
+  // Ignore node-specific modules when bundling for the browser
+  // See https://webpack.js.org/configuration/resolve/#resolvealias
+  config.webpack = function (webpackConfig: any) {
+    if (userWebpack) {
+      webpackConfig = userWebpack(webpackConfig);
+    }
+    webpackConfig.resolve.alias = {
+      ...webpackConfig.resolve.alias,
+      sharp$: false,
+      "onnxruntime-node$": false,
+    };
+    return webpackConfig;
+  };
+  //#endregion
+  return config;
+}
@@ -3,6 +3,49 @@ import { filetypemime } from "magic-bytes.js";
 import { Document } from "../Node.js";
 import type { FileReader, Language, ResultType } from "./type.js";

+const SupportedFiles: { [key: string]: string } = {
+  ".pdf": "application/pdf",
+  ".doc": "application/msword",
+  ".docx":
+    "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
+  ".docm": "application/vnd.ms-word.document.macroEnabled.12",
+  ".dot": "application/msword",
+  ".dotx":
+    "application/vnd.openxmlformats-officedocument.wordprocessingml.template",
+  ".dotm": "application/vnd.ms-word.template.macroEnabled.12",
+  ".rtf": "application/rtf",
+  ".wps": "application/vnd.ms-works",
+  ".wpd": "application/wordperfect",
+  ".sxw": "application/vnd.sun.xml.writer",
+  ".stw": "application/vnd.sun.xml.writer.template",
+  ".sxg": "application/vnd.sun.xml.writer.global",
+  ".pages": "application/x-iwork-pages-sffpages",
+  ".mw": "application/macwriteii",
+  ".mcw": "application/macwriteii",
+  ".uot": "application/x-uo",
+  ".uof": "application/vnd.uoml+xml",
+  ".uos": "application/vnd.sun.xml.calc",
+  ".uop": "application/vnd.openofficeorg.presentation",
+  ".ppt": "application/vnd.ms-powerpoint",
+  ".pptx":
+    "application/vnd.openxmlformats-officedocument.presentationml.presentation",
+  ".pot": "application/vnd.ms-powerpoint",
+  ".pptm": "application/vnd.ms-powerpoint.presentation.macroEnabled.12",
+  ".potx":
+    "application/vnd.openxmlformats-officedocument.presentationml.template",
+  ".potm": "application/vnd.ms-powerpoint.template.macroEnabled.12",
+  ".key": "application/x-iwork-keynote-sffkey",
+  ".odp": "application/vnd.oasis.opendocument.presentation",
+  ".odg": "application/vnd.oasis.opendocument.graphics",
+  ".otp": "application/vnd.oasis.opendocument.presentation-template",
+  ".fopd": "application/vnd.oasis.opendocument.presentation",
+  ".sxi": "application/vnd.sun.xml.impress",
+  ".sti": "application/vnd.sun.xml.impress.template",
+  ".epub": "application/epub+zip",
+  ".html": "text/html",
+  ".htm": "text/html",
+};
+
 /**
 * Represents a reader for parsing files using the LlamaParse API.
 * See https://github.com/run-llama/llama_parse
@@ -40,15 +83,12 @@ export class LlamaParseReader implements FileReader {
    file: string,
    fs: GenericFileSystem = defaultFS,
  ): Promise<Document[]> {
-    if (!file.endsWith(".pdf")) {
-      throw new Error("Currently, only PDF files are supported.");
-    }
-
    const metadata = { file_path: file };

    // Load data, set the mime type
    const data = await fs.readRawFile(file);
    const mimeType = await this.getMimeType(data);
+
    const body = new FormData();
    body.set("file", new Blob([data], { type: mimeType }), file);
    body.append("language", this.language);
@@ -67,7 +107,7 @@ export class LlamaParseReader implements FileReader {
      headers,
    });
    if (!response.ok) {
-      throw new Error(`Failed to parse the PDF file: ${await response.text()}`);
+      throw new Error(`Failed to parse the file: ${await response.text()}`);
    }
    const jsonResponse = await response.json();

@@ -94,7 +134,7 @@ export class LlamaParseReader implements FileReader {
        const end = Date.now();
        if (end - start > this.maxTimeout * 1000) {
          throw new Error(
-            `Timeout while parsing the PDF file: ${await response.text()}`,
+            `Timeout while parsing the file: ${await response.text()}`,
          );
        }
        if (this.verbose && tries % 10 === 0) {
@@ -116,9 +156,16 @@ export class LlamaParseReader implements FileReader {

  private async getMimeType(data: Buffer): Promise<string> {
    const mimes = filetypemime(data);
-    if (!mimes.includes("application/pdf")) {
-      throw new Error("Currently, only PDF files are supported.");
+    const validMime = mimes.find((mime) =>
+      Object.values(SupportedFiles).includes(mime),
+    );
+    if (!validMime) {
+      const supportedExtensions = Object.keys(SupportedFiles).join(", ");
+      throw new Error(
+        `File has type "${mimes}" which does not match supported MIME Types. Supported formats include: ${supportedExtensions}`,
+      );
    }
-    return "application/pdf";
+
+    return validMime;
  }
 }
@@ -8,6 +8,6 @@
  },
  "devDependencies": {
    "llamaindex": "workspace:*",
-    "vitest": "^1.3.1"
+    "vitest": "^1.6.0"
  }
 }
@@ -1,4 +0,0 @@
-.turbo
-README.md
-LICENSE
-CHANGELOG.md
@@ -1,97 +0,0 @@
-{
-  "name": "@llamaindex/edge",
-  "version": "0.3.8",
-  "license": "MIT",
-  "type": "module",
-  "dependencies": {
-    "@anthropic-ai/sdk": "^0.20.6",
-    "@aws-crypto/sha256-js": "^5.2.0",
-    "@datastax/astra-db-ts": "^1.0.1",
-    "@google/generative-ai": "^0.8.0",
-    "@grpc/grpc-js": "^1.10.6",
-    "@huggingface/inference": "^2.6.7",
-    "@llamaindex/cloud": "0.0.5",
-    "@llamaindex/env": "workspace:*",
-    "@mistralai/mistralai": "^0.1.3",
-    "@pinecone-database/pinecone": "^2.2.0",
-    "@qdrant/js-client-rest": "^1.8.2",
-    "@types/lodash": "^4.17.0",
-    "@types/papaparse": "^5.3.14",
-    "@types/pg": "^8.11.5",
-    "@xenova/transformers": "^2.17.1",
-    "@zilliz/milvus2-sdk-node": "^2.4.1",
-    "ajv": "^8.12.0",
-    "assemblyai": "^4.4.1",
-    "chromadb": "~1.7.3",
-    "cohere-ai": "^7.9.5",
-    "js-tiktoken": "^1.0.11",
-    "lodash": "^4.17.21",
-    "magic-bytes.js": "^1.10.0",
-    "mammoth": "^1.7.1",
-    "md-utils-ts": "^2.0.0",
-    "mongodb": "^6.5.0",
-    "notion-md-crawler": "^1.0.0",
-    "openai": "^4.38.0",
-    "papaparse": "^5.4.1",
-    "pathe": "^1.1.2",
-    "pdf2json": "^3.0.5",
-    "pg": "^8.11.5",
-    "pgvector": "^0.1.8",
-    "portkey-ai": "^0.1.16",
-    "rake-modified": "^1.0.8",
-    "string-strip-html": "^13.4.8",
-    "wikipedia": "^2.1.2",
-    "wink-nlp": "^1.14.3"
-  },
-  "engines": {
-    "node": ">=18.0.0"
-  },
-  "types": "./dist/type/index.edge.d.ts",
-  "main": "./dist/index.edge.js",
-  "exports": {
-    "./readers/SimpleDirectoryReader": {
-      "import": {
-        "types": "./dist/type/readers/SimpleDirectoryReader.edge.d.ts",
-        "default": "./dist/readers/SimpleDirectoryReader.edge.js"
-      }
-    },
-    ".": {
-      "import": {
-        "types": "./dist/type/index.edge.d.ts",
-        "default": "./dist/index.edge.js"
-      }
-    },
-    "./*": {
-      "import": {
-        "types": "./dist/type/*.d.ts",
-        "default": "./dist/*.js"
-      }
-    }
-  },
-  "files": [
-    "dist"
-  ],
-  "repository": {
-    "type": "git",
-    "url": "https://github.com/run-llama/LlamaIndexTS.git",
-    "directory": "packages/edge"
-  },
-  "scripts": {
-    "copy": "cp -r ../../README.md ../../LICENSE ../core/CHANGELOG.md .",
-    "update:deps": "node scripts/update-deps.js",
-    "build:core": "pnpm --filter llamaindex build && cp -r ../core/dist . && rm -rf dist/cjs",
-    "build": "pnpm run update:deps && pnpm run build:core && pnpm copy"
-  },
-  "devDependencies": {
-    "@notionhq/client": "^2.2.15",
-    "@swc/cli": "^0.3.12",
-    "@swc/core": "^1.4.16",
-    "concurrently": "^8.2.2",
-    "glob": "^10.3.12",
-    "madge": "^7.0.0",
-    "typescript": "^5.4.5"
-  },
-  "peerDependencies": {
-    "@notionhq/client": "^2.2.15"
-  }
-}
@@ -1,26 +0,0 @@
-// Copies the dependencies from the core package to the edge package. Run with each build to ensure that they are the same
-
-import { execSync } from "node:child_process";
-import fs from "node:fs";
-import path from "node:path";
-
-const corePackagePath = path.join(process.cwd(), "..", "core", "package.json");
-const edgePackagePath = path.join(process.cwd(), "package.json");
-
-const edgePackage = readJson(edgePackagePath);
-const corePackage = readJson(corePackagePath);
-edgePackage.dependencies = corePackage.dependencies;
-edgePackage.devDependencies = corePackage.devDependencies;
-edgePackage.peerDependencies = corePackage.peerDependencies;
-edgePackage.version = corePackage.version;
-writeJson(edgePackagePath, edgePackage);
-execSync("pnpm install --lockfile-only", { stdio: "inherit" });
-
-function readJson(filePath) {
-  const content = fs.readFileSync(filePath, "utf8");
-  return JSON.parse(content);
-}
-
-function writeJson(filePath, json) {
-  fs.writeFileSync(filePath, JSON.stringify(json, null, 2) + "\n");
-}
@@ -75,15 +75,15 @@
  },
  "devDependencies": {
    "@aws-crypto/sha256-js": "^5.2.0",
-    "@swc/cli": "^0.3.9",
-    "@swc/core": "^1.4.2",
+    "@swc/cli": "^0.3.12",
+    "@swc/core": "^1.5.5",
    "concurrently": "^8.2.2",
    "pathe": "^1.1.2",
    "readable-stream": "^4.5.2"
  },
  "dependencies": {
-    "@types/lodash": "^4.14.202",
-    "@types/node": "^20.12.7"
+    "@types/lodash": "^4.17.1",
+    "@types/node": "^20.12.11"
  },
  "peerDependencies": {
    "@aws-crypto/sha256-js": "^5.2.0",
@@ -1,5 +1,12 @@
 # @llamaindex/experimental

+## 0.0.26
+
+### Patch Changes
+
+- Updated dependencies [c3747d0]
+  - llamaindex@0.3.9
+
 ## 0.0.25

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/experimental",
  "description": "Experimental package for LlamaIndexTS",
-  "version": "0.0.25",
+  "version": "0.0.26",
  "type": "module",
  "types": "dist/type/index.d.ts",
  "main": "dist/cjs/index.js",
@@ -55,15 +55,15 @@
  },
  "devDependencies": {
    "@aws-crypto/sha256-js": "^5.2.0",
-    "@swc/cli": "^0.3.9",
-    "@swc/core": "^1.4.2",
+    "@swc/cli": "^0.3.12",
+    "@swc/core": "^1.5.5",
    "@types/jsonpath": "^0.2.4",
    "concurrently": "^8.2.2",
    "pathe": "^1.1.2"
  },
  "dependencies": {
-    "@types/lodash": "^4.14.202",
-    "@types/node": "^20.12.7",
+    "@types/lodash": "^4.17.1",
+    "@types/node": "^20.12.11",
    "jsonpath": "^1.1.1",
    "llamaindex": "workspace:*",
    "lodash": "^4.17.21"
@@ -4,14 +4,14 @@
  "license": "MIT",
  "type": "module",
  "dependencies": {
-    "@types/node": "^20.12.7",
-    "@assemblyscript/loader": "^0.19.9"
+    "@assemblyscript/loader": "^0.27.27",
+    "@types/node": "^20.12.11"
  },
  "devDependencies": {
-    "assemblyscript": "^0.19.9",
-    "@swc/cli": "^0.3.9",
-    "@swc/core": "^1.4.2",
-    "typescript": "^5.4.3"
+    "@swc/cli": "^0.3.12",
+    "@swc/core": "^1.5.5",
+    "assemblyscript": "^0.27.27",
+    "typescript": "^5.4.5"
  },
  "engines": {
    "node": ">=18.0.0"
@@ -4,6 +4,7 @@ packages:
  - "packages/core/tests"
  - "packages/core/e2e"
  - "packages/core/e2e/examples/*"
+  - "packages/autotool/examples/*"
  - "packages/edge/e2e/*"
  - "examples/"
  - "examples/*"
@@ -41,6 +41,12 @@
    {
      "path": "./packages/core/tests/tsconfig.json"
    },
+    {
+      "path": "./packages/autotool/tsconfig.json"
+    },
+    {
+      "path": "./packages/autotool/examples/01_node/tsconfig.json"
+    },
    {
      "path": "./packages/env/tsconfig.json"
    },
@@ -7,16 +7,10 @@
      "outputs": ["dist/**", "build/**"]
    },
    "lint": {
-      "inputs": ["packages/eslint-config-custom"]
-    },
-    "@llamaindex/edge#build": {
-      "dependsOn": ["llamaindex#build"]
-    },
-    "@llamaindex/experimental#build": {
-      "dependsOn": ["@llamaindex/edge#build"]
+      "dependsOn": ["^build"]
    },
    "test": {
-      "dependsOn": ["^build", "@llamaindex/edge#build"]
+      "dependsOn": ["^build"]
    },
    "e2e": {
      "dependsOn": ["^build"]
Author	SHA1	Message	Date
github-actions[bot]	6281fc8c91	Release 0.3.9 (#828 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2024-05-09 11:16:08 -07:00
Alex Yang	c3747d092a	feat: add nextjs plugin for `llamaindex` (#824 )	2024-05-09 02:29:11 -05:00
Marcus Schiesser	24a39aefb8	feat: send retrieve start and end events (#827 )	2024-05-09 14:16:34 +07:00
Alex Yang	0b1299036d	chore: bump version (#826 )	2024-05-09 00:11:21 -05:00
Alex Yang	2c8d7941f0	ci: fix publish (#825 )	2024-05-08 23:30:17 -05:00
Fabian Wimmer	a1a72ab223	feat: LlamaParseReader: update Supported File Types to match python version (#823 )	2024-05-09 09:51:01 +07:00
Alex Yang	b99ab056d1	feat: init `@llamaindex/autotool` (#819 )	2024-05-08 02:56:42 -05:00