Release 0.9.9 (#1713 )

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>
Support chat stream with tools for Anthropic LLM (#1710 )
2026-07-19 18:43:34 -04:00 · 2025-03-07 16:28:36 +07:00 · 2025-03-07 15:41:15 +07:00 · 2025-03-07 11:15:51 +07:00 · 2025-03-07 11:15:10 +07:00 · 2025-03-06 16:33:19 +07:00
248 changed files with 15309 additions and 3272 deletions
@@ -1,16 +0,0 @@
---
-"@llamaindex/milvus": minor
-"@llamaindex/qdrant": minor
-"@llamaindex/next-node-runtime-test": minor
-"@llamaindex/azure": minor
-"@llamaindex/cloudflare-hono": minor
-"@llamaindex/anthropic": minor
-"@llamaindex/llamaindex-test": minor
-"llamaindex": minor
-"@llamaindex/core": minor
-"@llamaindex/doc": minor
-"@llamaindex/examples": minor
-"@llamaindex/e2e": minor
---
-
-Remove re-exports from llamaindex main package
@@ -1,5 +0,0 @@
---
-"@llamaindex/doc": patch
---
-
-docs: update chat engine docs
@@ -1,5 +0,0 @@
---
-"@llamaindex/doc": patch
---
-
-docs: update workflow doc
@@ -1,6 +0,0 @@
---
-"@llamaindex/core": patch
-"llamaindex": patch
---
-
-feat: asChatEngine function for index
@@ -1,7 +0,0 @@
---
-"llamaindex": minor
-"@llamaindex/cloudflare-hono": patch
-"@llamaindex/examples": patch
---
-
-Remove deprecated ServiceContext
@@ -1,8 +0,0 @@
---
-"llamaindex": minor
-"@llamaindex/doc": minor
-"@llamaindex/examples": minor
-"@llamaindex/unit-test": minor
---
-
-Remove readers package from llamaindex
@@ -25,4 +25,4 @@ jobs:
        run: pnpm run build

      - name: Pre Release
-        run: pnpx pkg-pr-new publish --compact --pnpm ./packages/* ./packages/providers/* ./packages/providers/storage/*
+        run: pnpx pkg-pr-new publish --pnpm ./packages/* ./packages/providers/* ./packages/providers/storage/*
@@ -98,6 +98,7 @@ jobs:
          - nextjs-node-runtime
          - waku-query-engine
          - llama-parse-browser
+          - vite-import-llamaindex
    runs-on: ubuntu-latest
    name: Build LlamaIndex Example (${{ matrix.packages }})
    steps:
@@ -116,6 +117,30 @@ jobs:
        run: pnpm run build
        working-directory: e2e/examples/${{ matrix.packages }}

+  size-limit:
+    runs-on: ubuntu-latest
+    if: github.event_name == 'pull_request'
+    name: Size Limit
+    steps:
+      - uses: actions/checkout@v4
+      - uses: pnpm/action-setup@v4
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version-file: ".nvmrc"
+          cache: "pnpm"
+      - name: Install dependencies
+        run: pnpm install
+      - name: Build llamaindex
+        run: pnpm run build
+      - uses: andresz1/size-limit-action@94bc357df29c36c8f8d50ea497c3e225c3c95d1d
+        with:
+          github_token: ${{ secrets.GITHUB_TOKEN }}
+          directory: e2e/examples/vite-import-llamaindex
+          skip_step: "install"
+          build_script: build
+          package_manager: pnpm
+
  typecheck-examples:
    runs-on: ubuntu-latest

@@ -41,8 +41,15 @@ pnpm install

 ### Build the packages

+You'll need Turbo to build the packages. If you don't have it, you can run it with `pnpx`.
+
+To build all packages, run:
+
 ```shell
 # Build all packages
+pnpx turbo build --filter "./packages/*"
+
+# Or if you have turbo installed, you can run:
 turbo build --filter "./packages/*"
 ```

@@ -1,5 +1,136 @@
 # @llamaindex/doc

+## 0.1.9
+
+### Patch Changes
+
+- 4bac71d: Support binding additional argument to function tool
+- Updated dependencies [4bac71d]
+  - @llamaindex/core@0.5.7
+  - @llamaindex/cloud@3.0.8
+  - llamaindex@0.9.9
+  - @llamaindex/node-parser@1.0.7
+  - @llamaindex/openai@0.1.59
+  - @llamaindex/readers@2.0.7
+  - @llamaindex/workflow@0.0.15
+
+## 0.1.8
+
+### Patch Changes
+
+- Updated dependencies [4b49428]
+- Updated dependencies [bbc8c87]
+  - @llamaindex/workflow@0.0.14
+  - llamaindex@0.9.8
+
+## 0.1.7
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - @llamaindex/core@0.5.6
+  - llamaindex@0.9.7
+  - @llamaindex/cloud@3.0.7
+  - @llamaindex/node-parser@1.0.6
+  - @llamaindex/openai@0.1.58
+  - @llamaindex/readers@2.0.6
+  - @llamaindex/workflow@0.0.13
+
+## 0.1.6
+
+### Patch Changes
+
+- Updated dependencies [5668970]
+  - @llamaindex/core@0.5.5
+  - @llamaindex/workflow@0.0.12
+  - @llamaindex/cloud@3.0.6
+  - llamaindex@0.9.6
+  - @llamaindex/node-parser@1.0.5
+  - @llamaindex/openai@0.1.57
+  - @llamaindex/readers@2.0.5
+
+## 0.1.5
+
+### Patch Changes
+
+- Updated dependencies [ad3c7f1]
+  - @llamaindex/core@0.5.4
+  - @llamaindex/cloud@3.0.5
+  - llamaindex@0.9.5
+  - @llamaindex/node-parser@1.0.4
+  - @llamaindex/openai@0.1.56
+  - @llamaindex/readers@2.0.4
+
+## 0.1.4
+
+### Patch Changes
+
+- Updated dependencies [cb256f2]
+- Updated dependencies [cb021e7]
+  - @llamaindex/openai@0.1.55
+  - @llamaindex/core@0.5.3
+  - llamaindex@0.9.4
+  - @llamaindex/cloud@3.0.4
+  - @llamaindex/node-parser@1.0.3
+  - @llamaindex/readers@2.0.3
+
+## 0.1.3
+
+### Patch Changes
+
+- Updated dependencies [d952e68]
+  - @llamaindex/core@0.5.2
+  - @llamaindex/cloud@3.0.3
+  - llamaindex@0.9.3
+  - @llamaindex/node-parser@1.0.2
+  - @llamaindex/openai@0.1.54
+  - @llamaindex/readers@2.0.2
+
+## 0.1.2
+
+### Patch Changes
+
+- Updated dependencies [c902fcb]
+- Updated dependencies [88d776f]
+  - @llamaindex/cloud@3.0.2
+  - llamaindex@0.9.2
+
+## 0.1.1
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
+  - @llamaindex/cloud@3.0.1
+  - @llamaindex/core@0.5.1
+  - @llamaindex/node-parser@1.0.1
+  - @llamaindex/openai@0.1.53
+  - @llamaindex/readers@2.0.1
+  - @llamaindex/workflow@0.0.11
+
+## 0.1.0
+
+### Minor Changes
+
+- 6a4a737: Remove re-exports from llamaindex main package
+- f4588bc: Remove readers package from llamaindex
+
+### Patch Changes
+
+- c7c0800: fix: fumadoc build fail
+- a87efb9: docs: update chat engine docs
+- 7bd5d93: docs: update workflow doc
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+  - @llamaindex/core@0.5.0
+  - @llamaindex/cloud@3.0.0
+  - @llamaindex/node-parser@1.0.0
+  - @llamaindex/openai@0.1.52
+  - @llamaindex/readers@2.0.0
+
 ## 0.0.41

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/doc",
-  "version": "0.0.41",
+  "version": "0.1.9",
  "private": true,
  "scripts": {
    "build": "pnpm run build:docs && next build",
@@ -28,25 +28,26 @@
    "@radix-ui/react-slot": "^1.1.0",
    "@radix-ui/react-tooltip": "^1.1.4",
    "@vercel/functions": "^1.5.0",
+    "@scalar/api-client-react": "^1.1.25",
    "ai": "^3.4.33",
    "class-variance-authority": "^0.7.0",
    "clsx": "2.1.1",
    "foxact": "^0.2.41",
    "framer-motion": "^11.11.17",
-    "fumadocs-core": "14.6.0",
-    "fumadocs-docgen": "1.3.2",
-    "fumadocs-mdx": "^11.1.2",
-    "fumadocs-openapi": "^5.8.2",
-    "fumadocs-twoslash": "^2.0.2",
-    "fumadocs-typescript": "^3.0.2",
-    "fumadocs-ui": "14.6.0",
+    "fumadocs-core": "^14.7.7",
+    "fumadocs-docgen": "^1.3.7",
+    "fumadocs-mdx": "^11.5.3",
+    "fumadocs-openapi": "^5.12.0",
+    "fumadocs-twoslash": "^2.0.3",
+    "fumadocs-typescript": "^3.0.3",
+    "fumadocs-ui": "^14.7.7",
    "hast-util-to-jsx-runtime": "^2.3.2",
    "llamaindex": "workspace:*",
    "lucide-react": "^0.460.0",
-    "next": "15.0.3",
+    "next": "15.1.7",
    "next-themes": "^0.4.3",
-    "react": "^18.3.1",
-    "react-dom": "^18.3.1",
+    "react": "^19.0.0",
+    "react-dom": "^19.0.0",
    "react-icons": "^5.3.0",
    "react-monaco-editor": "^0.56.2",
    "react-text-transition": "^3.1.0",
@@ -54,8 +55,8 @@
    "rehype-katex": "^7.0.1",
    "remark-math": "^6.0.0",
    "rimraf": "^6.0.1",
-    "shiki": "1.23.1",
-    "shiki-magic-move": "^0.5.0",
+    "shiki": "^2.3.2",
+    "shiki-magic-move": "^1.0.0",
    "swr": "^2.2.5",
    "tailwind-merge": "^2.5.2",
    "tailwindcss-animate": "^1.0.7",
@@ -2,6 +2,8 @@
 title: Local LLMs
 ---

+import { Tab, Tabs } from "fumadocs-ui/components/tabs";
+
 LlamaIndex.TS supports OpenAI and [other remote LLM APIs](other_llms). You can also run a local LLM on your machine!

 ## Using a local model via Ollama
@@ -24,7 +26,23 @@ The first time you run it will also automatically download and install the model

 ### Switch the LLM in your code

-To tell LlamaIndex to use a local LLM, use the `Settings` object:
+To switch the LLM in your code, you first need to make sure to install the package for the Ollama model provider:
+
+<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
+	```shell tab="npm"
+	npm install @llamaindex/ollama
+	```
+
+	```shell tab="yarn"
+	yarn add @llamaindex/ollama
+	```
+
+	```shell tab="pnpm"
+	pnpm add @llamaindex/ollama
+	```
+</Tabs>
+
+Then, to tell LlamaIndex to use a local LLM, use the `Settings` object:

 ```javascript
 Settings.llm = new Ollama({
@@ -34,7 +52,25 @@ Settings.llm = new Ollama({

 ### Use local embeddings

-If you're doing retrieval-augmented generation, LlamaIndex.TS will also call out to OpenAI to index and embed your data. To be entirely local, you can use a local embedding model like this:
+If you're doing retrieval-augmented generation, LlamaIndex.TS will also call out to OpenAI to index and embed your data. To be entirely local, you can use a local embedding model from Huggingface like this:
+
+First install the Huggingface model provider package: 
+
+<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
+	```shell tab="npm"
+	npm install @llamaindex/huggingface
+	```
+
+	```shell tab="yarn"
+	yarn add @llamaindex/huggingface
+	```
+
+	```shell tab="pnpm"
+	pnpm add @llamaindex/huggingface
+	```
+</Tabs>
+
+And then set the embedding model in your code:

 ```javascript
 Settings.embedModel = new HuggingFaceEmbedding({
@@ -1,6 +1,6 @@
 ---
 title: Installation
-description: Install llamaindex by running a single command.
+description: How to install llamaindex packages.
 ---

 import { Tab, Tabs } from "fumadocs-ui/components/tabs";
@@ -70,10 +70,8 @@ In Cloudflare Worker and similar serverless JS environment, you need to be aware

 - Some Node.js modules are not available in Cloudflare Worker, such as `node:fs`, `node:child_process`, `node:cluster`...
 - You are recommend to design your code using network request, such as use `fetch` API to communicate with database, insteadof a long-running process in Node.js.
- Some of LlamaIndex.TS modules are not available in Cloudflare Worker, for example `SimpleDirectoryReader` (requires `node:fs`), Some multimodal API that relies on [`onnxruntime-node`](https://www.npmjs.com/package/onnxruntime-node)(we might port to HTTP based module in the future).
- `@llamaindex/core` is designed to work in all JavaScript environment, including Cloudflare Worker. If you find any issue, please report to us.
+- Some of LlamaIndex.TS packages are not available in Cloudflare Worker, for example `@llamaindex/readers` and `@llamaindex/huggingface`.
+- The main `llamaindex` is designed to work in all JavaScript environment, including Cloudflare Worker. If you find any issue, please report to us.
 - `@llamaindex/env` is a JS environment binding module, which polyfill some Node.js/Modern Web API (for example, we have a memory based `fs` module, and Crypto API polyfill). It is designed to work in all JavaScript environment, including Cloudflare Worker.

-## Known issues

- `llamaindex` not work perfectly in Cloudflare Worker, bundle size will be larger than 1MB, which is the limit of Cloudflare Worker. You will need import submodule instead of the whole `llamaindex` module.
@@ -3,6 +3,8 @@ title: With Node.js/Bun/Deno
 description: In this guide, you'll learn how to use LlamaIndex with Node.js, Bun, and Deno.
 ---

+import { Tab, Tabs } from "fumadocs-ui/components/tabs";
+
 ## Adding environment variables

 By default, LlamaIndex uses OpenAI provider, which requires an API key. You can set the `OPENAI_API_KEY` environment variable to authenticate with OpenAI.
@@ -22,6 +24,26 @@ node --env-file .env your-script.js

 For more information, see the [How to read environment variables from Node.js](https://nodejs.org/en/learn/command-line/how-to-read-environment-variables-from-nodejs).

+## Performance Optimization
+
+By the default, we are using `js-tiktoken` for tokenization. You can install `gpt-tokenizer` which is then automatically used by LlamaIndex to get a 60x speedup for tokenization:
+
+<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
+	```shell tab="npm"
+	npm install gpt-tokenizer
+	```
+
+	```shell tab="yarn"
+	yarn add gpt-tokenizer
+	```
+
+	```shell tab="pnpm"
+	pnpm add gpt-tokenizer
+	```
+</Tabs>
+
+> Note: This only works for Node.js
+
 ## TypeScript support

 <Card
@@ -81,7 +81,7 @@ It will split the code by AST nodes and then parse the nodes into a `Document` o
 	import TS from "tree-sitter-typescript";

 	const parser = new Parser();
-	parser.setLanguage(TS.typescript);
+	parser.setLanguage(TS.typescript as Parser.Language);
 	const codeSplitter = new CodeSplitter({
 		getParser: () => parser,
 	});
@@ -99,7 +99,7 @@ It will split the code by AST nodes and then parse the nodes into a `Document` o
 	import TS from "tree-sitter-typescript";

 	const parser = new Parser();
-	parser.setLanguage(TS.typescript);
+	parser.setLanguage(TS.typescript as Parser.Language);
 	const codeSplitter = new CodeSplitter({
 	  getParser: () => parser,
 	});
@@ -20,5 +20,5 @@ LlamaIndex.TS provides tools for beginners, advanced users, and everyone in betw
  className="w-full h-[440px]"
  aria-label="LlamaIndex.TS Starter"
  aria-description="This is a starter example for LlamaIndex.TS, it shows the basic usage of the library."
-  src="https://stackblitz.com/github/run-llama/LlamaIndexTS/tree/main/examples?file=starter.ts"
+  src="https://stackblitz.com/github/run-llama/LlamaIndexTS/tree/main/examples?embed=1&file=starter.ts"
 />
@@ -7,6 +7,7 @@
    "what-is-llamaindex",
    "index",
    "getting_started",
+    "migration",
    "guide",
    "examples",
    "modules",
@@ -0,0 +1,97 @@
+---
+title: Migrating from v0.8 to v0.9
+---
+
+import { Tab, Tabs } from "fumadocs-ui/components/tabs";
+
+Version 0.9 of LlamaIndex.TS introduces significant architectural changes to improve package size and runtime compatibility. The main goals of this release are:
+
+1. Reduce the package size of the main `llamaindex` package by moving dependencies into provider packages, making it more suitable for serverless environments
+2. Enable consistent code across different environments by using unified imports (no separate imports for Node.js and Edge runtimes)
+
+## Major Changes
+
+### Installing Provider Packages
+
+In v0.9, you need to explicitly install the provider packages you want to use. The main `llamaindex` package no longer includes these dependencies by default.
+
+### Updating Imports
+
+You'll need to update your imports to get classes directly from their respective provider packages. Here's how to migrate different components:
+
+### 1. AI Model Providers
+
+Previously:
+```typescript
+import { OpenAI } from "llamaindex";
+```
+
+Now:
+```typescript
+import { OpenAI } from "@llamaindex/openai";
+```
+
+> Note: This examples requires installing the `@llamaindex/openai` package: 
+
+<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
+	```shell tab="npm"
+	npm install @llamaindex/openai
+	```
+
+	```shell tab="yarn"
+	yarn add @llamaindex/openai
+	```
+
+	```shell tab="pnpm"
+	pnpm add @llamaindex/openai
+	```
+</Tabs>
+
+For more details on available AI model providers and their configuration, see the [LLMs documentation](/docs/llamaindex/modules/llms) and the [Embedding Models documentation](/docs/llamaindex/modules/embeddings).
+
+### 2. Storage Providers
+
+Previously:
+```typescript
+import { PineconeVectorStore } from "llamaindex";
+```
+
+Now:
+```typescript
+import { PineconeVectorStore } from "@llamaindex/pinecone";
+```
+
+For more information about available storage options, refer to the [Data Stores documentation](/docs/llamaindex/modules/data_stores).
+
+### 3. Data Loaders
+
+Previously:
+```typescript
+import { SimpleDirectoryReader } from "llamaindex";
+```
+
+Now:
+```typescript
+import { SimpleDirectoryReader } from "@llamaindex/readers/directory";
+```
+
+For more details about available data loaders and their usage, check the [Loading Data](/docs/llamaindex/guide/loading).
+
+### 4. Prefer using `llamaindex` instead of `@llamaindex/core`
+
+`llamaindex` is now re-exporting most of `@llamaindex/core`. To simplify imports, just use `import { ... } from "llamaindex"` instead of `import { ... } from "@llamaindex/core"`. This is possible because `llamaindex` is now a smaller package.
+
+We might change imports internally in `@llamaindex/core` in the future. Let us know if you're missing something. 
+
+## Benefits of the Changes
+
+- **Smaller Bundle Size**: By moving dependencies to separate packages, your application only includes the features you actually use
+- **Runtime Consistency**: The same code works across different environments without environment-specific imports
+- **Improved Serverless Support**: Reduced package size makes it easier to deploy to serverless environments with size limitations
+
+## Need Help?
+
+If you encounter any issues during migration, please:
+1. Check our [GitHub repository](https://github.com/run-llama/LlamaIndexTS) for the latest updates
+2. Join our [Discord community](https://discord.gg/dGcwcsnxhU) for support
+3. Open an issue on GitHub if you find a bug or have a feature request
@@ -0,0 +1,5 @@
+{
+  "title": "Migration",
+  "description": "Migration between different versions",
+  "pages": ["0.8-to-0.9"]
+}
@@ -0,0 +1,139 @@
+---
+title: Agent Workflow
+---
+
+import { DynamicCodeBlock } from 'fumadocs-ui/components/dynamic-codeblock';
+import CodeSource from "!raw-loader!../../../../../../../examples/agentworkflow/blog_writer.ts";
+import { Tab, Tabs } from "fumadocs-ui/components/tabs";
+
+`AgentWorkflow` is a powerful system that enables you to create and orchestrate one or multiple agents with tools to perform specific tasks. It's built on top of the base `Workflow` system and provides a streamlined interface for agent interactions.
+
+## Installation
+
+You'll need to install the `@llamaindex/workflow` package:
+
+<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
+	```shell tab="npm"
+	npm install @llamaindex/workflow
+	```
+
+	```shell tab="yarn"
+	yarn add @llamaindex/workflow
+	```
+
+	```shell tab="pnpm"
+	pnpm add @llamaindex/workflow
+	```
+</Tabs>
+
+## Usage
+
+### Single Agent Workflow
+
+The simplest use case is creating a single agent with specific tools. Here's an example of creating an assistant that tells jokes:
+
+```typescript
+import { AgentWorkflow, FunctionTool } from "llamaindex";
+import { OpenAI } from "@llamaindex/openai";
+
+// Define a joke-telling tool
+const jokeTool = FunctionTool.from(
+  () => "Baby Llama is called cria",
+  {
+    name: "joke",
+    description: "Use this tool to get a joke",
+  }
+);
+
+// Create an agent workflow with the tool
+const workflow = AgentWorkflow.fromTools({
+  tools: [jokeTool],
+  llm: new OpenAI({
+    model: "gpt-4o-mini",
+  }),
+});
+
+// Run the workflow
+const result = await workflow.run("Tell me something funny");
+console.log(result); // Baby Llama is called cria
+```
+
+### Event Streaming
+
+`AgentWorkflow` provides a unified interface for event streaming, making it easy to track and respond to different events during execution:
+
+```typescript
+import { AgentToolCall, AgentStream } from "llamaindex";
+
+// Get the workflow execution context
+const context = workflow.run("Tell me something funny");
+
+// Stream and handle events
+for await (const event of context) {
+  if (event instanceof AgentToolCall) {
+    console.log(`Tool being called: ${event.data.toolName}`);
+  }
+  if (event instanceof AgentStream) {
+    process.stdout.write(event.data.delta);
+  }
+}
+```
+
+### Multi-Agent Workflow
+
+`AgentWorkflow` can orchestrate multiple agents, enabling complex interactions and task handoffs. Each agent in a multi-agent workflow requires:
+
+- `name`: Unique identifier for the agent
+- `description`: Purpose description used for task routing
+- `tools`: Array of tools the agent can use
+- `canHandoffTo` (optional): Array of agent names or agent instances that this agent can delegate tasks to
+
+Here's an example of a multi-agent system that combines joke-telling and weather information:
+
+```typescript
+import { AgentWorkflow, FunctionAgent, FunctionTool } from "llamaindex";
+import { OpenAI } from "@llamaindex/openai";
+import { z } from "zod";
+
+// Create a weather agent
+const weatherAgent = new FunctionAgent({
+  name: "WeatherAgent",
+  description: "Provides weather information for any city",
+  tools: [
+    FunctionTool.from(
+      ({ city }: { city: string }) => `The weather in ${city} is sunny`,
+      {
+        name: "fetchWeather",
+        description: "Get weather information for a city",
+        parameters: z.object({
+          city: z.string(),
+        }),
+      }
+    ),
+  ],
+  llm: new OpenAI({ model: "gpt-4o-mini" }),
+});
+
+// Create a joke-telling agent
+const jokeAgent = new FunctionAgent({
+  name: "JokeAgent",
+  description: "Tells jokes and funny stories",
+  tools: [jokeTool], // Using the joke tool defined earlier
+  llm: new OpenAI({ model: "gpt-4o-mini" }),
+  canHandoffTo: [weatherAgent], // Can hand off to the weather agent
+});
+
+// Create the multi-agent workflow
+const workflow = new AgentWorkflow({
+  agents: [jokeAgent, weatherAgent],
+  rootAgent: jokeAgent, // Start with the joke agent
+});
+
+// Run the workflow
+const result = await workflow.run(
+  "Give me a morning greeting with a joke and the weather in San Francisco"
+);
+```
+
+The workflow will coordinate between agents, allowing them to handle different aspects of the request and hand off tasks when appropriate.
+
@@ -2,10 +2,11 @@
 title: Jina AI
 ---

-To use Jina AI embeddings, you need to import `JinaAIEmbedding` from `llamaindex`.
+To use Jina AI embeddings, you need to import `JinaAIEmbedding` from `@llamaindex/jinaai`.

 ```ts
-import { JinaAIEmbedding, Settings } from "llamaindex";
+import { Settings } from "llamaindex";
+import { JinaAIEmbedding } from "@llamaindex/jinaai";

 Settings.embedModel = new JinaAIEmbedding();

@@ -2,10 +2,11 @@
 title: Together
 ---

-To use together embeddings, you need to import `TogetherEmbedding` from `llamaindex`.
+To use together embeddings, you need to import `TogetherEmbedding` from `@llamaindex/together`.

 ```ts
-import { TogetherEmbedding, Settings } from "llamaindex";
+import { Settings } from "llamaindex";
+import { TogetherEmbedding } from "@llamaindex/together";

 Settings.embedModel = new TogetherEmbedding({
  apiKey: "<YOUR_API_KEY>",
@@ -0,0 +1,46 @@
+---
+title: VoyageAI
+---
+
+To use VoyageAI embeddings, you need to import `VoyageAIEmbedding` from `@llamaindex/voyage-ai`.
+
+## Installation
+
+import { Tab, Tabs } from "fumadocs-ui/components/tabs";
+
+<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
+	```shell tab="npm"
+	npm install llamaindex @llamaindex/voyage-ai
+	```
+
+	```shell tab="yarn"
+	yarn add llamaindex @llamaindex/voyage-ai
+	```
+
+	```shell tab="pnpm"
+	pnpm add llamaindex @llamaindex/voyage-ai
+	```
+</Tabs>
+
+```ts
+import { VoyageAIEmbedding } from "@llamaindex/voyage-ai";
+import { Document, Settings, VectorStoreIndex } from "llamaindex";
+
+Settings.embedModel = new VoyageAIEmbedding();
+
+const document = new Document({ text: essay, id_: "essay" });
+
+const index = await VectorStoreIndex.fromDocuments([document]);
+
+const queryEngine = index.asQueryEngine();
+
+const query = "What is the meaning of life?";
+
+const results = await queryEngine.query({
+  query,
+});
+```
+
+## API Reference
+
+- [VoyageAIEmbedding](/docs/api/classes/VoyageAIEmbedding)
@@ -37,6 +37,31 @@ Settings.embedModel = new OpenAIEmbedding({

 For local embeddings, you can use the [HuggingFace](/docs/llamaindex/modules/embeddings/available_embeddings/huggingface) embedding model.

+## Local Ollama Embeddings With Remote Host
+
+Ollama provides a way to run embedding models locally or connect to a remote Ollama instance. This is particularly useful when you need to:
+- Run embeddings without relying on external API services
+- Use custom embedding models
+- Connect to a shared Ollama instance in your network
+
+The ENV variable method you will find elsewhere sometimes may not work with the OllamaEmbedding class. Also note, you'll need to change the host
+in the Ollama server to `0.0.0.0` to allow connections from other machines.
+
+To use Ollama embeddings with a remote host, you need to specify the host URL in the configuration like this:
+
+```typescript
+import { OllamaEmbedding } from "@llamaindex/ollama";
+import { Settings } from "llamaindex";
+
+// Configure Ollama with a remote host
+Settings.embedModel = new OllamaEmbedding({
+  model: "nomic-embed-text",
+  config: {
+    host: "http://your-ollama-host:11434"
+  }
+});
+```
+
 ## Available Embeddings

 Most available embeddings are listed in the sidebar on the left.
@@ -7,7 +7,8 @@ title: DeepSeek LLM
 ## Usage

 ```ts
-import { DeepSeekLLM, Settings } from "llamaindex";
+import { Settings } from "llamaindex";
+import { DeepSeekLLM } from "@llamaindex/deepseek";

 Settings.llm = new DeepSeekLLM({
  apiKey: "<YOUR_API_KEY>",
@@ -18,7 +19,8 @@ Settings.llm = new DeepSeekLLM({
 ## Example

 ```ts
-import { DeepSeekLLM, Document, VectorStoreIndex, Settings } from "llamaindex";
+import { Document, VectorStoreIndex, Settings } from "llamaindex";
+import { DeepSeekLLM } from "@llamaindex/deepseek";

 const deepseekLlm = new DeepSeekLLM({
  apiKey: "<YOUR_API_KEY>",
@@ -7,7 +7,8 @@ title: Fireworks LLM
 ## Usage

 ```ts
-import { FireworksLLM, Settings } from "llamaindex";
+import { Settings } from "llamaindex";
+import { FireworksLLM } from "@llamaindex/fireworks";

 Settings.llm = new FireworksLLM({
  apiKey: "<YOUR_API_KEY>",
@@ -23,7 +23,8 @@ import { Tab, Tabs } from "fumadocs-ui/components/tabs";
 ## Usage

 ```ts
-import { Settings, TogetherLLM } from "llamaindex";
+import { Settings } from "llamaindex";
+import { TogetherLLM } from "@llamaindex/together";

 Settings.llm = new TogetherLLM({
  apiKey: "<YOUR_API_KEY>",
@@ -0,0 +1,60 @@
+---
+title: Tools
+---
+
+A "tool" is a utility that can be called by an agent on behalf of an LLM.
+A tool can be called to perform custom actions, or retrieve extra information based on the LLM-generated input.
+A result from a tool call can be used by subsequent steps in a workflow, or to compute a final answer.
+For example, a "weather tool" could fetch some live weather information from a geographical location.
+
+## Function tool
+
+Function tools are implemented with the `FunctionTool` class.
+A `FunctionTool` is constructed from a function with signature
+```ts
+(input: T, additionalArg?: AdditionalToolArgument) => R
+```
+where
+- `input` is generated by the LLM, `T` is the type defined by the tool `parameters`
+- `additionalArg` is an optional extra argument, see "Binding" below
+- `R` is the return type
+
+### Binding
+
+An additional argument can be bound to a tool, each tool call will be passed
+- the input provided by the LLM
+- the additional argument (extends object)
+
+Note: calling the `bind` method will return a new `FunctionTool` instance, without modifying the tool which `bind` is called on.
+
+Example to pass a `userToken` as additional argument:
+```ts
+// first arg is LLM input, second is bound arg
+const queryKnowledgeBase = async ({ question }, { userToken }) => {
+  const response = await fetch(`https://knowledge-base.com?token=${userToken}&query=${question}`);
+  // ...
+};
+
+// define tool as usual
+const kbTool = FunctionTool.from(queryKnowledgeBase, {
+  name: 'queryKnowledgeBase',
+  description: 'Query knowledge base',
+  parameters: {
+    type: 'object',
+    properties: {
+      question: {
+        type: 'string',
+        description: 'The user question',
+      },
+    },
+    required: ['question'],
+  },
+});
+
+// create an agent
+const additionalArg = { userToken: 'abcd1234' };
+const kbAgent = new LLMAgent({
+  tools: [kbTool.bind(additionalArg)],
+  // llm, systemPrompt etc
+})
+```
@@ -1,6 +1,13 @@
 {
  "plugin": ["typedoc-plugin-markdown", "typedoc-plugin-merge-modules"],
-  "entryPoints": ["../../packages/llamaindex/src/index.ts"],
+  "entryPoints": ["../../packages/**/src/index.ts"],
+  "exclude": [
+    "../../packages/autotool/**/src/index.ts",
+    "**/node_modules/**",
+    "**/dist/**",
+    "**/test/**",
+    "**/tests/**"
+  ],
  "tsconfig": "../../tsconfig.json",
  "readme": "none",
  "sourceLinkTemplate": "https://github.com/run-llama/LlamaIndexTS/blob/{gitRevision}/{path}#L{line}",
@@ -1,5 +1,11 @@
 # @llamaindex/core-e2e

+## 0.1.0
+
+### Minor Changes
+
+- 6a4a737: Remove re-exports from llamaindex main package
+
 ## 0.0.8

 ### Patch Changes
@@ -0,0 +1,11 @@
+# @llamaindex/cloudflare-hono
+
+## 0.1.0
+
+### Minor Changes
+
+- 6a4a737: Remove re-exports from llamaindex main package
+
+### Patch Changes
+
+- b490376: Remove deprecated ServiceContext
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloudflare-hono",
-  "version": "0.0.0",
+  "version": "0.1.0",
  "private": true,
  "scripts": {
    "deploy": "wrangler deploy",
@@ -1,5 +1,74 @@
 # @llamaindex/cloudflare-worker-agent-test

+## 0.0.143
+
+### Patch Changes
+
+- llamaindex@0.9.9
+
+## 0.0.142
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+
+## 0.0.141
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - llamaindex@0.9.7
+
+## 0.0.140
+
+### Patch Changes
+
+- llamaindex@0.9.6
+
+## 0.0.139
+
+### Patch Changes
+
+- llamaindex@0.9.5
+
+## 0.0.138
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+
+## 0.0.137
+
+### Patch Changes
+
+- llamaindex@0.9.3
+
+## 0.0.136
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+
+## 0.0.135
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
+
+## 0.0.134
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+
 ## 0.0.133

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.133",
+  "version": "0.0.143",
  "type": "module",
  "private": true,
  "scripts": {
@@ -1,5 +1,60 @@
 # @llamaindex/llama-parse-browser-test

+## 0.0.53
+
+### Patch Changes
+
+- @llamaindex/cloud@3.0.8
+
+## 0.0.52
+
+### Patch Changes
+
+- @llamaindex/cloud@3.0.7
+
+## 0.0.51
+
+### Patch Changes
+
+- @llamaindex/cloud@3.0.6
+
+## 0.0.50
+
+### Patch Changes
+
+- @llamaindex/cloud@3.0.5
+
+## 0.0.49
+
+### Patch Changes
+
+- @llamaindex/cloud@3.0.4
+
+## 0.0.48
+
+### Patch Changes
+
+- @llamaindex/cloud@3.0.3
+
+## 0.0.47
+
+### Patch Changes
+
+- Updated dependencies [c902fcb]
+  - @llamaindex/cloud@3.0.2
+
+## 0.0.46
+
+### Patch Changes
+
+- @llamaindex/cloud@3.0.1
+
+## 0.0.45
+
+### Patch Changes
+
+- @llamaindex/cloud@3.0.0
+
 ## 0.0.44

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/llama-parse-browser-test",
  "private": true,
-  "version": "0.0.44",
+  "version": "0.0.53",
  "type": "module",
  "scripts": {
    "dev": "vite",
@@ -1,5 +1,74 @@
 # @llamaindex/next-agent-test

+## 0.1.143
+
+### Patch Changes
+
+- llamaindex@0.9.9
+
+## 0.1.142
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+
+## 0.1.141
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - llamaindex@0.9.7
+
+## 0.1.140
+
+### Patch Changes
+
+- llamaindex@0.9.6
+
+## 0.1.139
+
+### Patch Changes
+
+- llamaindex@0.9.5
+
+## 0.1.138
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+
+## 0.1.137
+
+### Patch Changes
+
+- llamaindex@0.9.3
+
+## 0.1.136
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+
+## 0.1.135
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
+
+## 0.1.134
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+
 ## 0.1.133

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-agent-test",
-  "version": "0.1.133",
+  "version": "0.1.143",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -10,9 +10,9 @@
  "dependencies": {
    "ai": "^4.0.0",
    "llamaindex": "workspace:*",
-    "next": "15.0.3",
-    "react": "18.3.1",
-    "react-dom": "18.3.1"
+    "next": "15.1.7",
+    "react": "19.0.0",
+    "react-dom": "19.0.0"
  },
  "devDependencies": {
    "@types/node": "^22.9.0",
@@ -1,5 +1,74 @@
 # test-edge-runtime

+## 0.1.142
+
+### Patch Changes
+
+- llamaindex@0.9.9
+
+## 0.1.141
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+
+## 0.1.140
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - llamaindex@0.9.7
+
+## 0.1.139
+
+### Patch Changes
+
+- llamaindex@0.9.6
+
+## 0.1.138
+
+### Patch Changes
+
+- llamaindex@0.9.5
+
+## 0.1.137
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+
+## 0.1.136
+
+### Patch Changes
+
+- llamaindex@0.9.3
+
+## 0.1.135
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+
+## 0.1.134
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
+
+## 0.1.133
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+
 ## 0.1.132

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/nextjs-edge-runtime-test",
-  "version": "0.1.132",
+  "version": "0.1.142",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -9,7 +9,7 @@
  },
  "dependencies": {
    "llamaindex": "workspace:*",
-    "next": "15.0.3",
+    "next": "15.1.7",
    "react": "^18.3.1",
    "react-dom": "^18.3.1"
  },
@@ -1,5 +1,94 @@
 # @llamaindex/next-node-runtime

+## 0.1.9
+
+### Patch Changes
+
+- llamaindex@0.9.9
+- @llamaindex/huggingface@0.0.43
+- @llamaindex/readers@2.0.7
+
+## 0.1.8
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+
+## 0.1.7
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - llamaindex@0.9.7
+  - @llamaindex/huggingface@0.0.42
+  - @llamaindex/readers@2.0.6
+
+## 0.1.6
+
+### Patch Changes
+
+- llamaindex@0.9.6
+- @llamaindex/huggingface@0.0.41
+- @llamaindex/readers@2.0.5
+
+## 0.1.5
+
+### Patch Changes
+
+- llamaindex@0.9.5
+- @llamaindex/huggingface@0.0.40
+- @llamaindex/readers@2.0.4
+
+## 0.1.4
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+  - @llamaindex/huggingface@0.0.39
+  - @llamaindex/readers@2.0.3
+
+## 0.1.3
+
+### Patch Changes
+
+- llamaindex@0.9.3
+- @llamaindex/huggingface@0.0.38
+- @llamaindex/readers@2.0.2
+
+## 0.1.2
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+
+## 0.1.1
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
+  - @llamaindex/huggingface@0.0.37
+  - @llamaindex/readers@2.0.1
+
+## 0.1.0
+
+### Minor Changes
+
+- 6a4a737: Remove re-exports from llamaindex main package
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+  - @llamaindex/huggingface@0.0.36
+  - @llamaindex/readers@2.0.0
+
 ## 0.0.114

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-node-runtime-test",
-  "version": "0.0.114",
+  "version": "0.1.9",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -11,9 +11,9 @@
    "llamaindex": "workspace:*",
    "@llamaindex/huggingface": "workspace:*",
    "@llamaindex/readers": "workspace:*",
-    "next": "15.0.3",
-    "react": "18.3.1",
-    "react-dom": "18.3.1"
+    "next": "15.1.7",
+    "react": "19.0.0",
+    "react-dom": "19.0.0"
  },
  "devDependencies": {
    "@types/node": "^22.9.0",
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
@@ -0,0 +1,60 @@
+# vite-import-llamaindex
+
+## 0.0.9
+
+### Patch Changes
+
+- llamaindex@0.9.9
+
+## 0.0.8
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+
+## 0.0.7
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - llamaindex@0.9.7
+
+## 0.0.6
+
+### Patch Changes
+
+- llamaindex@0.9.6
+
+## 0.0.5
+
+### Patch Changes
+
+- llamaindex@0.9.5
+
+## 0.0.4
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+
+## 0.0.3
+
+### Patch Changes
+
+- llamaindex@0.9.3
+
+## 0.0.2
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+
+## 0.0.1
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
@@ -0,0 +1,24 @@
+{
+  "name": "vite-import-llamaindex",
+  "private": true,
+  "version": "0.0.9",
+  "type": "module",
+  "scripts": {
+    "build": "vite build",
+    "size-limit": "size-limit"
+  },
+  "size-limit": [
+    {
+      "path": "dist/LlamaIndexImportTest.js"
+    }
+  ],
+  "devDependencies": {
+    "@size-limit/preset-big-lib": "^11.1.6",
+    "size-limit": "^11.1.6",
+    "typescript": "^5.7.2",
+    "vite": "^6.1.0"
+  },
+  "dependencies": {
+    "llamaindex": "workspace:*"
+  }
+}
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="31.88" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 257"><defs><linearGradient id="IconifyId1813088fe1fbc01fb466" x1="-.828%" x2="57.636%" y1="7.652%" y2="78.411%"><stop offset="0%" stop-color="#41D1FF"></stop><stop offset="100%" stop-color="#BD34FE"></stop></linearGradient><linearGradient id="IconifyId1813088fe1fbc01fb467" x1="43.376%" x2="50.316%" y1="2.242%" y2="89.03%"><stop offset="0%" stop-color="#FFEA83"></stop><stop offset="8.333%" stop-color="#FFDD35"></stop><stop offset="100%" stop-color="#FFA800"></stop></linearGradient></defs><path fill="url(#IconifyId1813088fe1fbc01fb466)" d="M255.153 37.938L134.897 252.976c-2.483 4.44-8.862 4.466-11.382.048L.875 37.958c-2.746-4.814 1.371-10.646 6.827-9.67l120.385 21.517a6.537 6.537 0 0 0 2.322-.004l117.867-21.483c5.438-.991 9.574 4.796 6.877 9.62Z"></path><path fill="url(#IconifyId1813088fe1fbc01fb467)" d="M185.432.063L96.44 17.501a3.268 3.268 0 0 0-2.634 3.014l-5.474 92.456a3.268 3.268 0 0 0 3.997 3.378l24.777-5.718c2.318-.535 4.413 1.507 3.936 3.838l-7.361 36.047c-.495 2.426 1.782 4.5 4.151 3.78l15.304-4.649c2.372-.72 4.652 1.36 4.15 3.788l-11.698 56.621c-.732 3.542 3.979 5.473 5.943 2.437l1.313-2.028l72.516-144.72c1.215-2.423-.88-5.186-3.54-4.672l-25.505 4.922c-2.396.462-4.435-1.77-3.759-4.114l16.646-57.705c.677-2.35-1.37-4.583-3.769-4.113Z"></path></svg>
@@ -0,0 +1,7 @@
+import "llamaindex";
+
+document.querySelector<HTMLDivElement>("#app")!.innerHTML = `
+  <div>
+    Hello World!
+  </div>
+`;
@@ -0,0 +1,24 @@
+{
+  "compilerOptions": {
+    "target": "ES2020",
+    "useDefineForClassFields": true,
+    "module": "ESNext",
+    "lib": ["ES2020", "DOM", "DOM.Iterable"],
+    "skipLibCheck": true,
+
+    /* Bundler mode */
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "isolatedModules": true,
+    "moduleDetection": "force",
+    "noEmit": true,
+
+    /* Linting */
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "noFallthroughCasesInSwitch": true,
+    "noUncheckedSideEffectImports": true
+  },
+  "include": ["src", "vite.config.ts"]
+}
@@ -0,0 +1,16 @@
+import { dirname, resolve } from "node:path";
+import { fileURLToPath } from "node:url";
+import { defineConfig } from "vite";
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+
+export default defineConfig({
+  build: {
+    lib: {
+      entry: resolve(__dirname, "src/main.ts"),
+      name: "LlamaIndexImportTest",
+      fileName: "LlamaIndexImportTest",
+      formats: ["es", "cjs"],
+    },
+  },
+});
@@ -5,3 +5,4 @@ dist
 .cache
 .DS_Store
 *.pem
+/src/pages.gen.ts
@@ -1,5 +1,77 @@
 # @llamaindex/waku-query-engine-test

+## 0.0.143
+
+### Patch Changes
+
+- llamaindex@0.9.9
+
+## 0.0.142
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+
+## 0.0.141
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - @llamaindex/env@0.1.29
+  - llamaindex@0.9.7
+
+## 0.0.140
+
+### Patch Changes
+
+- llamaindex@0.9.6
+
+## 0.0.139
+
+### Patch Changes
+
+- llamaindex@0.9.5
+
+## 0.0.138
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+
+## 0.0.137
+
+### Patch Changes
+
+- llamaindex@0.9.3
+
+## 0.0.136
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+
+## 0.0.135
+
+### Patch Changes
+
+- Updated dependencies [cc50c9c]
+- Updated dependencies [6d37d44]
+  - @llamaindex/env@0.1.28
+  - llamaindex@0.9.1
+
+## 0.0.134
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+
 ## 0.0.133

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/waku-query-engine-test",
-  "version": "0.0.133",
+  "version": "0.0.143",
  "type": "module",
  "private": true,
  "scripts": {
@@ -11,10 +11,10 @@
  "dependencies": {
    "@llamaindex/env": "workspace:*",
    "llamaindex": "workspace:*",
-    "react": "19.0.0-rc-5c56b873-20241107",
-    "react-dom": "19.0.0-rc-5c56b873-20241107",
-    "react-server-dom-webpack": "19.0.0-rc-5c56b873-20241107",
-    "waku": "0.21.6"
+    "react": "19.0.0",
+    "react-dom": "19.0.0",
+    "react-server-dom-webpack": "19.0.0",
+    "waku": "0.21.20"
  },
  "devDependencies": {
    "@types/react": "18.3.12",
@@ -1,5 +1,7 @@
+import assert from "node:assert";
 import { execSync } from "node:child_process";
-import { mkdir, rm, writeFile } from "node:fs/promises";
+import { mkdir, readFile, rm, writeFile } from "node:fs/promises";
+import { createRequire } from "node:module";
 import { resolve } from "node:path";
 import { test } from "node:test";
 import { testRootDir } from "./utils.js";
@@ -14,17 +16,17 @@ const { Document, MetadataMode, VectorStoreIndex } = require('llamaindex')
 const { OpenAIEmbedding } = require('@llamaindex/openai')
 const { Settings } = require('@llamaindex/core/global')`;
  const mainCode = `
-async function main() {
-  Settings.embedModel = new OpenAIEmbedding({
-    model: 'text-embedding-3-small',
-    apiKey: '${process.env.OPENAI_API_KEY}',
-  })
-  const model = Settings.embedModel
-  if (model == null) {
-    process.exit(-1)
-  }
+Settings.embedModel = new OpenAIEmbedding({
+  model: 'text-embedding-3-small',
+  apiKey: '${process.env.OPENAI_API_KEY}',
+})
+const model = Settings.embedModel
+if (model == null) {
+  process.exit(-1)
 }
-main().catch(console.error)`;
+const document = new Document({ text: 'Hello, world!' })
+const index = await VectorStoreIndex.fromDocuments([document])
+`;
  t.before(async () => {
    await mkdir(resolve(testRootDir, ".temp"), {
      recursive: true,
@@ -84,3 +86,20 @@ main().catch(console.error)`;
    });
  }
 });
+
+test('no extra deps in "@llamaindex/env" cjs module', async () => {
+  const modules = ["@aws-crypto/sha256-js"];
+  const require = createRequire(import.meta.url);
+  const envPackage = require.resolve("@llamaindex/env");
+  const file = await readFile(envPackage, "utf-8");
+  for (const module of modules) {
+    assert.ok(!file.includes(module));
+  }
+});
+
+test('no error when require "llamaindex" in CJS', async () => {
+  const code = `require('llamaindex')`;
+  execSync(`${process.argv[0]} -e "${code}"`, {
+    cwd: process.cwd(),
+  });
+});
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/e2e",
  "private": true,
-  "version": "0.0.8",
+  "version": "0.1.0",
  "type": "module",
  "scripts": {
    "e2e": "node --import tsx --import ./mock-register.js --test ./node/**/*.e2e.ts",
@@ -1,5 +1,349 @@
 # examples

+## 0.2.8
+
+### Patch Changes
+
+- Updated dependencies [58b3ee5]
+- Updated dependencies [4bac71d]
+- Updated dependencies [8bf1ca1]
+  - @llamaindex/google@0.1.0
+  - @llamaindex/core@0.5.7
+  - @llamaindex/anthropic@0.2.5
+  - @llamaindex/cloud@3.0.8
+  - llamaindex@0.9.9
+  - @llamaindex/node-parser@1.0.7
+  - @llamaindex/clip@0.0.43
+  - @llamaindex/cohere@0.0.12
+  - @llamaindex/deepinfra@0.0.43
+  - @llamaindex/huggingface@0.0.43
+  - @llamaindex/jinaai@0.0.3
+  - @llamaindex/mistral@0.0.12
+  - @llamaindex/mixedbread@0.0.12
+  - @llamaindex/ollama@0.0.47
+  - @llamaindex/openai@0.1.59
+  - @llamaindex/portkey-ai@0.0.40
+  - @llamaindex/replicate@0.0.40
+  - @llamaindex/astra@0.0.12
+  - @llamaindex/azure@0.1.7
+  - @llamaindex/chroma@0.0.12
+  - @llamaindex/firestore@1.0.5
+  - @llamaindex/milvus@0.1.7
+  - @llamaindex/mongodb@0.0.12
+  - @llamaindex/pinecone@0.0.12
+  - @llamaindex/postgres@0.0.40
+  - @llamaindex/qdrant@0.1.7
+  - @llamaindex/upstash@0.0.12
+  - @llamaindex/weaviate@0.0.12
+  - @llamaindex/vercel@0.0.18
+  - @llamaindex/voyage-ai@1.0.4
+  - @llamaindex/readers@2.0.7
+  - @llamaindex/workflow@0.0.15
+  - @llamaindex/deepseek@0.0.3
+  - @llamaindex/fireworks@0.0.3
+  - @llamaindex/groq@0.0.58
+  - @llamaindex/together@0.0.3
+  - @llamaindex/vllm@0.0.29
+
+## 0.2.7
+
+### Patch Changes
+
+- Updated dependencies [4b49428]
+- Updated dependencies [bbc8c87]
+- Updated dependencies [7ee4968]
+  - @llamaindex/workflow@0.0.14
+  - llamaindex@0.9.8
+  - @llamaindex/deepseek@0.0.2
+  - @llamaindex/fireworks@0.0.2
+  - @llamaindex/together@0.0.2
+  - @llamaindex/jinaai@0.0.2
+  - @llamaindex/google@0.0.14
+
+## 0.2.6
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - @llamaindex/env@0.1.29
+  - @llamaindex/core@0.5.6
+  - llamaindex@0.9.7
+  - @llamaindex/cloud@3.0.7
+  - @llamaindex/node-parser@1.0.6
+  - @llamaindex/anthropic@0.2.4
+  - @llamaindex/clip@0.0.42
+  - @llamaindex/cohere@0.0.11
+  - @llamaindex/deepinfra@0.0.42
+  - @llamaindex/google@0.0.13
+  - @llamaindex/groq@0.0.57
+  - @llamaindex/huggingface@0.0.42
+  - @llamaindex/mistral@0.0.11
+  - @llamaindex/mixedbread@0.0.11
+  - @llamaindex/ollama@0.0.46
+  - @llamaindex/openai@0.1.58
+  - @llamaindex/portkey-ai@0.0.39
+  - @llamaindex/replicate@0.0.39
+  - @llamaindex/astra@0.0.11
+  - @llamaindex/azure@0.1.6
+  - @llamaindex/chroma@0.0.11
+  - @llamaindex/firestore@1.0.4
+  - @llamaindex/milvus@0.1.6
+  - @llamaindex/mongodb@0.0.11
+  - @llamaindex/pinecone@0.0.11
+  - @llamaindex/postgres@0.0.39
+  - @llamaindex/qdrant@0.1.6
+  - @llamaindex/upstash@0.0.11
+  - @llamaindex/weaviate@0.0.11
+  - @llamaindex/voyage-ai@1.0.3
+  - @llamaindex/readers@2.0.6
+  - @llamaindex/workflow@0.0.13
+  - @llamaindex/vercel@0.0.17
+  - @llamaindex/vllm@0.0.28
+
+## 0.2.5
+
+### Patch Changes
+
+- Updated dependencies [5668970]
+- Updated dependencies [fd74ba4]
+  - @llamaindex/core@0.5.5
+  - @llamaindex/workflow@0.0.12
+  - @llamaindex/voyage-ai@1.0.2
+  - @llamaindex/cloud@3.0.6
+  - llamaindex@0.9.6
+  - @llamaindex/node-parser@1.0.5
+  - @llamaindex/anthropic@0.2.3
+  - @llamaindex/clip@0.0.41
+  - @llamaindex/cohere@0.0.10
+  - @llamaindex/deepinfra@0.0.41
+  - @llamaindex/google@0.0.12
+  - @llamaindex/huggingface@0.0.41
+  - @llamaindex/mistral@0.0.10
+  - @llamaindex/mixedbread@0.0.10
+  - @llamaindex/ollama@0.0.45
+  - @llamaindex/openai@0.1.57
+  - @llamaindex/portkey-ai@0.0.38
+  - @llamaindex/replicate@0.0.38
+  - @llamaindex/astra@0.0.10
+  - @llamaindex/azure@0.1.5
+  - @llamaindex/chroma@0.0.10
+  - @llamaindex/firestore@1.0.3
+  - @llamaindex/milvus@0.1.5
+  - @llamaindex/mongodb@0.0.10
+  - @llamaindex/pinecone@0.0.10
+  - @llamaindex/postgres@0.0.38
+  - @llamaindex/qdrant@0.1.5
+  - @llamaindex/upstash@0.0.10
+  - @llamaindex/weaviate@0.0.10
+  - @llamaindex/vercel@0.0.16
+  - @llamaindex/readers@2.0.5
+  - @llamaindex/groq@0.0.56
+  - @llamaindex/vllm@0.0.27
+
+## 0.2.4
+
+### Patch Changes
+
+- Updated dependencies [ad3c7f1]
+  - @llamaindex/core@0.5.4
+  - @llamaindex/cloud@3.0.5
+  - llamaindex@0.9.5
+  - @llamaindex/node-parser@1.0.4
+  - @llamaindex/anthropic@0.2.2
+  - @llamaindex/clip@0.0.40
+  - @llamaindex/cohere@0.0.9
+  - @llamaindex/deepinfra@0.0.40
+  - @llamaindex/google@0.0.11
+  - @llamaindex/huggingface@0.0.40
+  - @llamaindex/mistral@0.0.9
+  - @llamaindex/mixedbread@0.0.9
+  - @llamaindex/ollama@0.0.44
+  - @llamaindex/openai@0.1.56
+  - @llamaindex/portkey-ai@0.0.37
+  - @llamaindex/replicate@0.0.37
+  - @llamaindex/astra@0.0.9
+  - @llamaindex/azure@0.1.4
+  - @llamaindex/chroma@0.0.9
+  - @llamaindex/firestore@1.0.2
+  - @llamaindex/milvus@0.1.4
+  - @llamaindex/mongodb@0.0.9
+  - @llamaindex/pinecone@0.0.9
+  - @llamaindex/postgres@0.0.37
+  - @llamaindex/qdrant@0.1.4
+  - @llamaindex/upstash@0.0.9
+  - @llamaindex/weaviate@0.0.9
+  - @llamaindex/vercel@0.0.15
+  - @llamaindex/voyage-ai@1.0.1
+  - @llamaindex/readers@2.0.4
+  - @llamaindex/groq@0.0.55
+  - @llamaindex/vllm@0.0.26
+
+## 0.2.3
+
+### Patch Changes
+
+- Updated dependencies [cb256f2]
+- Updated dependencies [cb021e7]
+- Updated dependencies [0346391]
+  - @llamaindex/openai@0.1.55
+  - @llamaindex/core@0.5.3
+  - llamaindex@0.9.4
+  - @llamaindex/voyage-ai@1.0.0
+  - @llamaindex/clip@0.0.39
+  - @llamaindex/deepinfra@0.0.39
+  - @llamaindex/groq@0.0.54
+  - @llamaindex/huggingface@0.0.39
+  - @llamaindex/azure@0.1.3
+  - @llamaindex/milvus@0.1.3
+  - @llamaindex/qdrant@0.1.3
+  - @llamaindex/vllm@0.0.25
+  - @llamaindex/cloud@3.0.4
+  - @llamaindex/node-parser@1.0.3
+  - @llamaindex/anthropic@0.2.1
+  - @llamaindex/cohere@0.0.8
+  - @llamaindex/google@0.0.10
+  - @llamaindex/mistral@0.0.8
+  - @llamaindex/mixedbread@0.0.8
+  - @llamaindex/ollama@0.0.43
+  - @llamaindex/portkey-ai@0.0.36
+  - @llamaindex/replicate@0.0.36
+  - @llamaindex/astra@0.0.8
+  - @llamaindex/chroma@0.0.8
+  - @llamaindex/firestore@1.0.1
+  - @llamaindex/mongodb@0.0.8
+  - @llamaindex/pinecone@0.0.8
+  - @llamaindex/postgres@0.0.36
+  - @llamaindex/upstash@0.0.8
+  - @llamaindex/weaviate@0.0.8
+  - @llamaindex/vercel@0.0.14
+  - @llamaindex/readers@2.0.3
+
+## 0.2.2
+
+### Patch Changes
+
+- 3564244: Add support for claude 3.7 thinking (and set default temperature to 1)
+- 3564244: add support for claude 3.7
+- Updated dependencies [d952e68]
+- Updated dependencies [a9c6144]
+- Updated dependencies [5c026e8]
+- Updated dependencies [3564244]
+- Updated dependencies [3564244]
+  - @llamaindex/core@0.5.2
+  - @llamaindex/anthropic@0.2.0
+  - @llamaindex/firestore@1.0.0
+  - @llamaindex/cloud@3.0.3
+  - llamaindex@0.9.3
+  - @llamaindex/node-parser@1.0.2
+  - @llamaindex/clip@0.0.38
+  - @llamaindex/cohere@0.0.7
+  - @llamaindex/deepinfra@0.0.38
+  - @llamaindex/google@0.0.9
+  - @llamaindex/huggingface@0.0.38
+  - @llamaindex/mistral@0.0.7
+  - @llamaindex/mixedbread@0.0.7
+  - @llamaindex/ollama@0.0.42
+  - @llamaindex/openai@0.1.54
+  - @llamaindex/portkey-ai@0.0.35
+  - @llamaindex/replicate@0.0.35
+  - @llamaindex/astra@0.0.7
+  - @llamaindex/azure@0.1.2
+  - @llamaindex/chroma@0.0.7
+  - @llamaindex/milvus@0.1.2
+  - @llamaindex/mongodb@0.0.7
+  - @llamaindex/pinecone@0.0.7
+  - @llamaindex/postgres@0.0.35
+  - @llamaindex/qdrant@0.1.2
+  - @llamaindex/upstash@0.0.7
+  - @llamaindex/weaviate@0.0.7
+  - @llamaindex/vercel@0.0.13
+  - @llamaindex/readers@2.0.2
+  - @llamaindex/groq@0.0.53
+  - @llamaindex/vllm@0.0.24
+
+## 0.2.1
+
+### Patch Changes
+
+- Updated dependencies [cc50c9c]
+- Updated dependencies [6d37d44]
+  - @llamaindex/env@0.1.28
+  - llamaindex@0.9.1
+  - @llamaindex/cloud@3.0.1
+  - @llamaindex/core@0.5.1
+  - @llamaindex/node-parser@1.0.1
+  - @llamaindex/anthropic@0.1.1
+  - @llamaindex/clip@0.0.37
+  - @llamaindex/cohere@0.0.6
+  - @llamaindex/deepinfra@0.0.37
+  - @llamaindex/google@0.0.8
+  - @llamaindex/groq@0.0.52
+  - @llamaindex/huggingface@0.0.37
+  - @llamaindex/mistral@0.0.6
+  - @llamaindex/mixedbread@0.0.6
+  - @llamaindex/ollama@0.0.41
+  - @llamaindex/openai@0.1.53
+  - @llamaindex/portkey-ai@0.0.34
+  - @llamaindex/replicate@0.0.34
+  - @llamaindex/astra@0.0.6
+  - @llamaindex/azure@0.1.1
+  - @llamaindex/chroma@0.0.6
+  - @llamaindex/milvus@0.1.1
+  - @llamaindex/mongodb@0.0.6
+  - @llamaindex/pinecone@0.0.6
+  - @llamaindex/postgres@0.0.34
+  - @llamaindex/qdrant@0.1.1
+  - @llamaindex/upstash@0.0.6
+  - @llamaindex/weaviate@0.0.6
+  - @llamaindex/readers@2.0.1
+  - @llamaindex/workflow@0.0.11
+  - @llamaindex/vercel@0.0.12
+  - @llamaindex/vllm@0.0.23
+
+## 0.2.0
+
+### Minor Changes
+
+- 6a4a737: Remove re-exports from llamaindex main package
+- f4588bc: Remove readers package from llamaindex
+
+### Patch Changes
+
+- b490376: Remove deprecated ServiceContext
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - @llamaindex/milvus@0.1.0
+  - @llamaindex/qdrant@0.1.0
+  - @llamaindex/azure@0.1.0
+  - @llamaindex/anthropic@0.1.0
+  - llamaindex@0.9.0
+  - @llamaindex/cloud@3.0.0
+  - @llamaindex/node-parser@1.0.0
+  - @llamaindex/clip@0.0.36
+  - @llamaindex/cohere@0.0.5
+  - @llamaindex/deepinfra@0.0.36
+  - @llamaindex/google@0.0.7
+  - @llamaindex/huggingface@0.0.36
+  - @llamaindex/mistral@0.0.5
+  - @llamaindex/mixedbread@0.0.5
+  - @llamaindex/ollama@0.0.40
+  - @llamaindex/openai@0.1.52
+  - @llamaindex/portkey-ai@0.0.33
+  - @llamaindex/replicate@0.0.33
+  - @llamaindex/astra@0.0.5
+  - @llamaindex/chroma@0.0.5
+  - @llamaindex/mongodb@0.0.5
+  - @llamaindex/pinecone@0.0.5
+  - @llamaindex/postgres@0.0.33
+  - @llamaindex/upstash@0.0.5
+  - @llamaindex/weaviate@0.0.5
+  - @llamaindex/vercel@0.0.11
+  - @llamaindex/readers@2.0.0
+  - @llamaindex/groq@0.0.51
+  - @llamaindex/vllm@0.0.22
+
 ## 0.1.3

 ### Patch Changes
@@ -0,0 +1,83 @@
+import { OpenAI } from "@llamaindex/openai";
+import fs from "fs";
+import {
+  AgentToolCall,
+  AgentToolCallResult,
+  AgentWorkflow,
+  FunctionAgent,
+  FunctionTool,
+} from "llamaindex";
+import os from "os";
+import { z } from "zod";
+
+import { WikipediaTool } from "../wiki";
+const llm = new OpenAI({
+  model: "gpt-4o-mini",
+});
+
+const saveFileTool = FunctionTool.from(
+  ({ content }: { content: string }) => {
+    const filePath = os.tmpdir() + "/report.md";
+    fs.writeFileSync(filePath, content);
+    return `File saved successfully at ${filePath}`;
+  },
+  {
+    name: "saveFile",
+    description:
+      "Save the written content into a file that can be downloaded by the user",
+    parameters: z.object({
+      content: z.string({
+        description: "The content to save into a file",
+      }),
+    }),
+  },
+);
+
+async function main() {
+  const reportAgent = new FunctionAgent({
+    name: "ReportAgent",
+    description:
+      "Responsible for crafting well-written blog posts based on research findings",
+    systemPrompt: `You are a professional writer. Your task is to create an engaging blog post using the research content provided. Once complete, save the post to a file using the saveFile tool.`,
+    tools: [saveFileTool],
+    llm,
+  });
+
+  const researchAgent = new FunctionAgent({
+    name: "ResearchAgent",
+    description:
+      "Responsible for gathering relevant information from the internet",
+    systemPrompt: `You are a research agent. Your role is to gather information from the internet using the provided tools and then transfer this information to the report agent for content creation.`,
+    tools: [new WikipediaTool()],
+    canHandoffTo: [reportAgent],
+    llm,
+  });
+
+  const workflow = new AgentWorkflow({
+    agents: [researchAgent, reportAgent],
+    rootAgent: researchAgent,
+  });
+
+  const context = workflow.run("Write a blog post about history of LLM");
+
+  let finalResult;
+  for await (const event of context) {
+    if (event instanceof AgentToolCall) {
+      console.log(
+        `[Agent ${event.displayName}] executing tool ${event.data.toolName} with parameters ${JSON.stringify(
+          event.data.toolKwargs,
+        )}`,
+      );
+    } else if (event instanceof AgentToolCallResult) {
+      console.log(
+        `[Agent ${event.displayName}] executed tool ${event.data.toolName} with result ${event.data.toolOutput.result}`,
+      );
+    }
+    finalResult = event;
+  }
+  console.log("Final result:", finalResult?.data);
+}
+
+main().catch((error) => {
+  console.error("Error:", error);
+});
@@ -0,0 +1,110 @@
+/**
+ * This example shows how to use AgentWorkflow with multiple agents
+ * 1. FetchWeatherAgent - Fetches the weather in a city
+ * 2. TemperatureConverterAgent - Converts the temperature from Fahrenheit to Celsius
+ */
+import { OpenAI } from "@llamaindex/openai";
+import { StopEvent } from "@llamaindex/workflow";
+import {
+  AgentInput,
+  AgentOutput,
+  AgentStream,
+  AgentToolCall,
+  AgentToolCallResult,
+  AgentWorkflow,
+  FunctionAgent,
+  FunctionTool,
+} from "llamaindex";
+import { z } from "zod";
+
+const llm = new OpenAI({
+  model: "gpt-4o-mini",
+});
+
+// Define tools for the agents
+const temperatureConverterTool = FunctionTool.from(
+  ({ temperature }: { temperature: number }) => {
+    return ((temperature - 32) * 5) / 9;
+  },
+  {
+    description: "Convert a temperature from Fahrenheit to Celsius",
+    name: "fahrenheitToCelsius",
+    parameters: z.object({
+      temperature: z.number({
+        description: "The temperature in Fahrenheit",
+      }),
+    }),
+  },
+);
+
+const temperatureFetcherTool = FunctionTool.from(
+  ({ city }: { city: string }) => {
+    const temperature = Math.floor(Math.random() * 58) + 32;
+    return `The current temperature in ${city} is ${temperature}°F`;
+  },
+  {
+    description: "Fetch the temperature (in Fahrenheit) for a city",
+    name: "fetchTemperature",
+    parameters: z.object({
+      city: z.string({
+        description: "The city to fetch the temperature for",
+      }),
+    }),
+  },
+);
+
+// Create agents
+async function multiWeatherAgent() {
+  const converterAgent = new FunctionAgent({
+    name: "TemperatureConverterAgent",
+    description:
+      "An agent that can convert temperatures from Fahrenheit to Celsius.",
+    tools: [temperatureConverterTool],
+    llm,
+  });
+
+  const weatherAgent = new FunctionAgent({
+    name: "FetchWeatherAgent",
+    description: "An agent that can get the weather in a city. ",
+    systemPrompt:
+      "If you can't answer the user question, hand off to other agents.",
+    tools: [temperatureFetcherTool],
+    llm,
+    // Define which next agents can be called next if this agent cannot complete the task
+    // Can be passed as agent name, e.g. "TemperatureConverterAgent"
+    canHandoffTo: [converterAgent],
+  });
+
+  // Create agent workflow with the agents
+  const workflow = new AgentWorkflow({
+    agents: [weatherAgent, converterAgent],
+    rootAgent: weatherAgent,
+    verbose: false,
+  });
+
+  // Ask the agent to get the weather in a city
+  const context = workflow.run(
+    "What is the weather in San Francisco in Celsius?",
+  );
+  // Stream the events
+  for await (const event of context) {
+    // These events might be useful for UI
+    if (
+      event instanceof AgentToolCall ||
+      event instanceof AgentToolCallResult ||
+      event instanceof AgentOutput ||
+      event instanceof AgentInput ||
+      event instanceof StopEvent
+    ) {
+      console.log(event);
+    } else if (event instanceof AgentStream) {
+      for (const chunk of event.data.delta) {
+        process.stdout.write(chunk);
+      }
+    }
+  }
+}
+
+multiWeatherAgent().catch((error) => {
+  console.error("Error:", error);
+});
@@ -0,0 +1,37 @@
+/**
+ * This example shows how to use AgentWorkflow as a single agent with tools
+ */
+import { OpenAI } from "@llamaindex/openai";
+import { AgentWorkflow } from "llamaindex";
+import { getWeatherTool } from "../agent/utils/tools";
+
+const llm = new OpenAI({
+  model: "gpt-4o",
+});
+
+async function singleWeatherAgent() {
+  const workflow = AgentWorkflow.fromTools({
+    tools: [getWeatherTool],
+    llm,
+    verbose: false,
+  });
+
+  const workflowContext = workflow.run(
+    "What's the weather like in San Francisco?",
+  );
+  const sfResult = await workflowContext;
+  // The weather in San Francisco, CA is currently sunny.
+  console.log(`${JSON.stringify(sfResult, null, 2)}`);
+
+  // Reuse the context from the previous run
+  const workflowContext2 = workflow.run("Compare it with California?", {
+    context: workflowContext.data,
+  });
+  const caResult = await workflowContext2;
+  // Both San Francisco and California are currently experiencing sunny weather.
+  console.log(`${JSON.stringify(caResult, null, 2)}`);
+}
+
+singleWeatherAgent().catch((error) => {
+  console.error("Error:", error);
+});
@@ -0,0 +1,114 @@
+import fs from "fs";
+import {
+  AgentToolCall,
+  AgentToolCallResult,
+  AgentWorkflow,
+  FunctionAgent,
+  FunctionTool,
+} from "llamaindex";
+import { z } from "zod";
+
+import { Anthropic } from "@llamaindex/anthropic";
+
+const llm = new Anthropic({
+  model: "claude-3-5-sonnet",
+});
+
+const weatherTool = FunctionTool.from(
+  (query: { location: string }) => {
+    return `The weather in ${query.location} is sunny`;
+  },
+  {
+    name: "weather",
+    description: "Get the weather",
+    parameters: z.object({
+      location: z.string({
+        description: "The location to get the weather for",
+      }),
+    }),
+  },
+);
+
+const inflationTool = FunctionTool.from(
+  (query: { location: string }) => {
+    return `The inflation in ${query.location} is 2%`;
+  },
+  {
+    name: "inflation",
+    description: "Get the inflation",
+    parameters: z.object({
+      location: z.string({
+        description: "The location to get the inflation for",
+      }),
+    }),
+  },
+);
+
+const saveFileTool = FunctionTool.from(
+  ({ content }: { content: string }) => {
+    const filePath = "./report.md";
+    fs.writeFileSync(filePath, content);
+    return `File saved successfully at ${filePath}`;
+  },
+  {
+    name: "saveFile",
+    description:
+      "Save the written content into a file that can be downloaded by the user",
+    parameters: z.object({
+      content: z.string({
+        description: "The content to save into a file",
+      }),
+    }),
+  },
+);
+
+async function main() {
+  const reportAgent = new FunctionAgent({
+    name: "ReportAgent",
+    description:
+      "Responsible for creating concise reports about weather and inflation data",
+    systemPrompt: `You are a professional writer. Your task is to create a clear and concise report summarizing the weather and inflation data provided. Once complete, save the report to a file using the saveFile tool.`,
+    tools: [saveFileTool],
+    llm,
+  });
+
+  const researchAgent = new FunctionAgent({
+    name: "ResearchAgent",
+    description:
+      "Responsible for gathering relevant information from the internet",
+    systemPrompt: `You are a research agent. Your role is to gather information about the inflation and weather in the location provided.`,
+    tools: [inflationTool, weatherTool],
+    canHandoffTo: [reportAgent],
+    llm,
+  });
+
+  const workflow = new AgentWorkflow({
+    agents: [researchAgent, reportAgent],
+    rootAgent: researchAgent,
+  });
+
+  const context = workflow.run(
+    "Write a report about New York weather and inflation",
+  );
+
+  let finalResult;
+  for await (const event of context) {
+    if (event instanceof AgentToolCall) {
+      console.log(
+        `[Agent ${event.displayName}] executing tool ${event.data.toolName} with parameters ${JSON.stringify(
+          event.data.toolKwargs,
+        )}`,
+      );
+    } else if (event instanceof AgentToolCallResult) {
+      console.log(
+        `[Agent ${event.displayName}] executed tool ${event.data.toolName} with result ${event.data.toolOutput.result}`,
+      );
+    }
+    finalResult = event;
+  }
+  console.log("Final result:", finalResult?.data);
+}
+
+main().catch((error) => {
+  console.error("Error:", error);
+});
@@ -8,7 +8,7 @@ Settings.callbackManager.on("llm-tool-call", (event) => {

 const anthropic = new Anthropic({
  apiKey: process.env.ANTHROPIC_API_KEY,
-  model: "claude-3-5-sonnet",
+  model: "claude-3-7-sonnet",
 });

 const agent = new AnthropicAgent({
@@ -3,7 +3,7 @@ import { Anthropic } from "@llamaindex/anthropic";
 (async () => {
  const anthropic = new Anthropic({
    apiKey: process.env.ANTHROPIC_API_KEY,
-    model: "claude-3-opus",
+    model: "claude-3-7-sonnet",
  });
  const result = await anthropic.chat({
    messages: [
@@ -15,5 +15,5 @@ import { Anthropic } from "@llamaindex/anthropic";
      },
    ],
  });
-  console.log(result);
+  console.log(result.message.content);
 })();
@@ -6,7 +6,7 @@ import readline from "node:readline/promises";
 (async () => {
  const llm = new Anthropic({
    apiKey: process.env.ANTHROPIC_API_KEY,
-    model: "claude-3-opus",
+    model: "claude-3-7-sonnet",
  });
  // chatHistory will store all the messages in the conversation
  const chatHistory = new ChatMemoryBuffer({
@@ -2,7 +2,7 @@ import { Anthropic } from "@llamaindex/anthropic";

 async function main() {
  const anthropic = new Anthropic({
-    model: "claude-3-5-sonnet-20241022",
+    model: "claude-3-7-sonnet",
  });

  const entireBook = await fetch(
@@ -3,7 +3,7 @@ import { Anthropic } from "@llamaindex/anthropic";
 (async () => {
  const anthropic = new Anthropic({
    apiKey: process.env.ANTHROPIC_API_KEY,
-    model: "claude-3-5-sonnet",
+    model: "claude-3-7-sonnet",
  });
  const stream = await anthropic.chat({
    messages: [
@@ -0,0 +1,32 @@
+import { Anthropic } from "@llamaindex/anthropic";
+
+(async () => {
+  const anthropic = new Anthropic({
+    model: "claude-3-7-sonnet",
+    maxTokens: 20000,
+    additionalChatOptions: {
+      thinking: {
+        type: "enabled",
+        budget_tokens: 16000,
+      },
+    },
+  });
+  const result = await anthropic.chat({
+    messages: [
+      {
+        role: "user",
+        content:
+          "Are there an infinite number of prime numbers such that n mod 4 == 3?",
+      },
+    ],
+    stream: true,
+  });
+  console.log("Thinking...");
+  for await (const chunk of result) {
+    if (chunk.delta) {
+      process.stdout.write(chunk.delta);
+    } else if (chunk.options?.thinking) {
+      process.stdout.write(chunk.options.thinking);
+    }
+  }
+})();
@@ -0,0 +1,25 @@
+import { LLMAgent } from "llamaindex";
+import { stdin as input, stdout as output } from "node:process";
+import readline from "node:readline/promises";
+
+const agent = new LLMAgent({ tools: [] });
+
+(async () => {
+  const rl = readline.createInterface({ input, output });
+
+  while (true) {
+    const query = await rl.question("User: ");
+
+    const startTime = Date.now();
+    const stream = await agent.chat({ message: query, stream: true });
+    const timeToGetFirstChunk = Date.now() - startTime;
+    process.stdout.write(
+      `Time to get first chunk from LLMAgent: ${timeToGetFirstChunk}ms\n`,
+    );
+    process.stdout.write("Assistant with LLMAgent: ");
+    for await (const chunk of stream) {
+      process.stdout.write(chunk.response);
+    }
+    process.stdout.write("\n");
+  }
+})();
@@ -0,0 +1,46 @@
+import { DeepSeekLLM } from "@llamaindex/deepseek";
+
+// process.env.DEEPSEEK_API_KEY is required
+const deepseek = new DeepSeekLLM({
+  apiKey: process.env.DEEPSEEK_API_KEY,
+  model: "deepseek-coder", // or "deepseek-chat"
+});
+
+(async () => {
+  // Example of non-streaming chat
+  const response = await deepseek.chat({
+    messages: [
+      {
+        role: "system",
+        content: "You are an AI assistant",
+      },
+      {
+        role: "user",
+        content: "Tell me about San Francisco",
+      },
+    ],
+    stream: false,
+  });
+  console.log("Response from DeepSeek AI:");
+  console.log(response);
+
+  // Example of streaming chat
+  const generator = await deepseek.chat({
+    messages: [
+      {
+        role: "system",
+        content: "You are an AI assistant",
+      },
+      {
+        role: "user",
+        content: "Write a short poem about San Francisco",
+      },
+    ],
+    stream: true,
+  });
+  console.log("\nStreaming response from DeepSeek AI...");
+  for await (const message of generator) {
+    process.stdout.write(message.delta);
+  }
+  console.log("\n");
+})();
@@ -0,0 +1,4 @@
+GCP_PROJECT_ID=
+GCP_CREDENTIALS=
+FIRESTORE_DB=
+OPENAI_API_KEY=
@@ -0,0 +1,35 @@
+# Firestore Vector Store
+
+Here are some sample scripts which work with loading and querying data from a Firestore Vector Store.
+
+## Prerequisites
+
+- A Firestore Database
+  - Hosted https://console.firebase.google.com/
+- An OpenAI API Key
+
+## Setup
+
+1. Set your env variables:
+
+- `FIRESTORE_DB`: Name of your Firestore database
+- `GCP_PROJECT_ID`: Your GCP project ID
+- `GCP_CREDENTIALS`: Your GCP credentials JSON
+- `OPENAI_API_KEY`: Your OpenAI key
+
+2. `cd` Into the `examples` directory
+3. run `npm i`
+
+## Load the data
+
+This sample loads the same dataset of movie reviews as sample dataset
+
+run `npx tsx firestore/load.ts`
+
+## Use RAG to Query the data
+
+run `npx tsx firestore/query.ts`
+
+## Delete the data
+
+run `npx tsx firestore/delete.ts`
@@ -0,0 +1,32 @@
+import { CollectionReference } from "@google-cloud/firestore";
+import "dotenv/config";
+
+import { FirestoreVectorStore } from "@llamaindex/firestore";
+import { OpenAIEmbedding, Settings } from "llamaindex";
+
+const indexName = "MovieReviews";
+
+Settings.embedModel = new OpenAIEmbedding();
+
+async function main() {
+  try {
+    const vectorStore = new FirestoreVectorStore({
+      clientOptions: {
+        credentials: JSON.parse(process.env.GCP_CREDENTIALS!),
+        projectId: process.env.GCP_PROJECT_ID!,
+        databaseId: process.env.FIRESTORE_DB!,
+        ignoreUndefinedProperties: true,
+      },
+      collectionName: indexName,
+      customCollectionReference: (rootCollection: CollectionReference) => {
+        return rootCollection.doc("accountId-123").collection("vectors");
+      },
+    });
+
+    vectorStore.delete("movie_reviews.csv");
+  } catch (e) {
+    console.error(e);
+  }
+}
+
+void main();
@@ -0,0 +1,44 @@
+import { CollectionReference } from "@google-cloud/firestore";
+import { CSVReader } from "@llamaindex/readers/csv";
+import "dotenv/config";
+
+import {
+  OpenAIEmbedding,
+  Settings,
+  storageContextFromDefaults,
+  VectorStoreIndex,
+} from "llamaindex";
+
+import { FirestoreVectorStore } from "@llamaindex/firestore";
+
+const indexName = "MovieReviews";
+
+Settings.embedModel = new OpenAIEmbedding();
+
+async function main() {
+  try {
+    const reader = new CSVReader(false);
+    const docs = await reader.loadData("./data/movie_reviews.csv");
+
+    const vectorStore = new FirestoreVectorStore({
+      clientOptions: {
+        credentials: JSON.parse(process.env.GCP_CREDENTIALS!),
+        projectId: process.env.GCP_PROJECT_ID!,
+        databaseId: process.env.FIRESTORE_DB!,
+        ignoreUndefinedProperties: true,
+      },
+      collectionName: indexName,
+      customCollectionReference: (rootCollection: CollectionReference) => {
+        return rootCollection.doc("accountId-123").collection("vectors");
+      },
+    });
+
+    const storageContext = await storageContextFromDefaults({ vectorStore });
+
+    await VectorStoreIndex.fromDocuments(docs, { storageContext });
+  } catch (e) {
+    console.error(e);
+  }
+}
+
+void main();
@@ -0,0 +1,58 @@
+import "dotenv/config";
+
+import { OpenAIEmbedding, Settings, VectorStoreIndex } from "llamaindex";
+
+import { CollectionReference } from "@google-cloud/firestore";
+import { FirestoreVectorStore } from "@llamaindex/firestore";
+
+const indexName = "MovieReviews";
+
+Settings.embedModel = new OpenAIEmbedding();
+
+async function main() {
+  try {
+    const vectorStore = new FirestoreVectorStore({
+      clientOptions: {
+        credentials: JSON.parse(process.env.GCP_CREDENTIALS!),
+        projectId: process.env.GCP_PROJECT_ID!,
+        databaseId: process.env.FIRESTORE_DB!,
+        ignoreUndefinedProperties: true,
+      },
+      collectionName: indexName,
+      customCollectionReference: (rootCollection: CollectionReference) => {
+        return rootCollection.doc("accountId-123").collection("vectors");
+      },
+    });
+    const index = await VectorStoreIndex.fromVectorStore(vectorStore);
+    const retriever = index.asRetriever({ similarityTopK: 20 });
+
+    const queryEngine = index.asQueryEngine({ retriever });
+    const query = "Get all movie titles.";
+    const results = await queryEngine.query({ query });
+    console.log(`Query from ${results.sourceNodes?.length} nodes`);
+    console.log(results.response);
+
+    console.log("\n=====\nQuerying the index with filters");
+    const queryEngineWithFilters = index.asQueryEngine({
+      retriever,
+      preFilters: {
+        filters: [
+          {
+            key: "file_name",
+            value: "movie_reviews.csv",
+            operator: "==",
+          },
+        ],
+      },
+    });
+    const resultAfterFilter = await queryEngineWithFilters.query({
+      query: "Get all movie titles.",
+    });
+    console.log(`Query from ${resultAfterFilter.sourceNodes?.length} nodes`);
+    console.log(resultAfterFilter.response);
+  } catch (e) {
+    console.error(e);
+  }
+}
+
+void main();
@@ -1,10 +1,6 @@
+import { JinaAIEmbedding } from "@llamaindex/jinaai";
 import { SimpleDirectoryReader } from "@llamaindex/readers/directory";
-import {
-  ImageDocument,
-  JinaAIEmbedding,
-  similarity,
-  SimilarityType,
-} from "llamaindex";
+import { ImageDocument, similarity, SimilarityType } from "llamaindex";
 import path from "path";

 async function main() {
@@ -1,7 +1,7 @@
 import { OpenAI, OpenAIEmbedding } from "@llamaindex/openai";

 (async () => {
-  const llm = new OpenAI({ model: "gpt-4-1106-preview", temperature: 0.1 });
+  const llm = new OpenAI({ model: "gpt-4.5-preview", temperature: 0.1 });

  // complete api
  const response1 = await llm.complete({ prompt: "How are you?" });
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/examples",
-  "version": "0.1.3",
+  "version": "0.2.8",
  "private": true,
  "scripts": {
    "lint": "eslint .",
@@ -11,36 +11,43 @@
    "@azure/cosmos": "^4.1.1",
    "@azure/identity": "^4.4.1",
    "@azure/search-documents": "^12.1.0",
-    "@llamaindex/anthropic": "workspace:* || ^0.0.33",
-    "@llamaindex/astra": "workspace:* || ^0.0.4",
-    "@llamaindex/azure": "workspace:* || ^0.0.4",
-    "@llamaindex/chroma": "workspace:* || ^0.0.4",
-    "@llamaindex/clip": "workspace:* || ^0.0.35",
-    "@llamaindex/cloud": "workspace:* || ^2.0.24",
-    "@llamaindex/cohere": "workspace:* || ^0.0.4",
-    "@llamaindex/deepinfra": "workspace:* || ^0.0.35",
-    "@llamaindex/env": "workspace:* || ^0.1.27",
-    "@llamaindex/google": "workspace:* || ^0.0.6",
-    "@llamaindex/groq": "workspace:* || ^0.0.50",
-    "@llamaindex/huggingface": "workspace:* || ^0.0.35",
-    "@llamaindex/milvus": "workspace:* || ^0.0.4",
-    "@llamaindex/mistral": "workspace:* || ^0.0.4",
-    "@llamaindex/mixedbread": "workspace:* || ^0.0.4",
-    "@llamaindex/mongodb": "workspace:* || ^0.0.4",
-    "@llamaindex/node-parser": "workspace:* || ^0.0.24",
-    "@llamaindex/ollama": "workspace:* || ^0.0.39",
-    "@llamaindex/openai": "workspace:* || ^0.1.51",
-    "@llamaindex/pinecone": "workspace:* || ^0.0.4",
-    "@llamaindex/portkey-ai": "workspace:* || ^0.0.32",
-    "@llamaindex/postgres": "workspace:* || ^0.0.32",
-    "@llamaindex/qdrant": "workspace:* || ^0.0.4",
-    "@llamaindex/readers": "workspace:* || ^1.0.25",
-    "@llamaindex/replicate": "workspace:* || ^0.0.32",
-    "@llamaindex/upstash": "workspace:* || ^0.0.4",
-    "@llamaindex/vercel": "workspace:* || ^0.0.10",
-    "@llamaindex/vllm": "workspace:* || ^0.0.21",
-    "@llamaindex/weaviate": "workspace:* || ^0.0.4",
-    "@llamaindex/workflow": "workspace:* || ^0.0.10",
+    "@llamaindex/anthropic": "^0.2.5",
+    "@llamaindex/astra": "^0.0.12",
+    "@llamaindex/azure": "^0.1.7",
+    "@llamaindex/chroma": "^0.0.12",
+    "@llamaindex/clip": "^0.0.43",
+    "@llamaindex/cloud": "^3.0.8",
+    "@llamaindex/cohere": "^0.0.12",
+    "@llamaindex/core": "^0.5.7",
+    "@llamaindex/deepinfra": "^0.0.43",
+    "@llamaindex/env": "^0.1.29",
+    "@llamaindex/firestore": "^1.0.5",
+    "@llamaindex/google": "^0.1.0",
+    "@llamaindex/groq": "^0.0.58",
+    "@llamaindex/huggingface": "^0.0.43",
+    "@llamaindex/milvus": "^0.1.7",
+    "@llamaindex/mistral": "^0.0.12",
+    "@llamaindex/mixedbread": "^0.0.12",
+    "@llamaindex/mongodb": "^0.0.12",
+    "@llamaindex/node-parser": "^1.0.7",
+    "@llamaindex/ollama": "^0.0.47",
+    "@llamaindex/openai": "^0.1.59",
+    "@llamaindex/pinecone": "^0.0.12",
+    "@llamaindex/portkey-ai": "^0.0.40",
+    "@llamaindex/postgres": "^0.0.40",
+    "@llamaindex/qdrant": "^0.1.7",
+    "@llamaindex/readers": "^2.0.7",
+    "@llamaindex/replicate": "^0.0.40",
+    "@llamaindex/upstash": "^0.0.12",
+    "@llamaindex/vercel": "^0.0.18",
+    "@llamaindex/vllm": "^0.0.29",
+    "@llamaindex/voyage-ai": "^1.0.4",
+    "@llamaindex/weaviate": "^0.0.12",
+    "@llamaindex/workflow": "^0.0.15",
+    "@llamaindex/deepseek": "^0.0.3",
+    "@llamaindex/fireworks": "^0.0.3",
+    "@llamaindex/together": "^0.0.3",
+    "@llamaindex/jinaai": "^0.0.3",
    "@notionhq/client": "^2.2.15",
    "@pinecone-database/pinecone": "^4.0.0",
    "@vercel/postgres": "^0.10.0",
@@ -49,10 +56,11 @@
    "commander": "^12.1.0",
    "dotenv": "^16.4.5",
    "js-tiktoken": "^1.0.14",
-    "llamaindex": "workspace:* || ^0.8.37",
+    "llamaindex": "^0.9.9",
    "mongodb": "6.7.0",
    "postgres": "^3.4.4",
-    "wikipedia": "^2.1.2"
+    "wikipedia": "^2.1.2",
+    "zod": "^3.23.8"
  },
  "devDependencies": {
    "@types/node": "^22.9.0",
@@ -0,0 +1,33 @@
+import {
+  GEMINI_EMBEDDING_MODEL,
+  GeminiEmbedding,
+  GeminiSession,
+} from "@llamaindex/google";
+import { QdrantVectorStore } from "@llamaindex/qdrant";
+import {
+  Document,
+  storageContextFromDefaults,
+  VectorStoreIndex,
+} from "llamaindex";
+
+const embedding = new GeminiEmbedding({
+  model: GEMINI_EMBEDDING_MODEL.EMBEDDING_001,
+  session: new GeminiSession({
+    apiKey: process.env.GEMINI_API_KEY,
+  }),
+});
+
+async function main() {
+  const docs = [new Document({ text: "Lorem ipsum dolor sit amet" })];
+  const vectorStore = new QdrantVectorStore({
+    url: process.env.QDRANT_URL,
+    apiKey: process.env.QDRANT_API_KEY,
+    embeddingModel: embedding,
+    collectionName: "gemini_test",
+  });
+  const storageContext = await storageContextFromDefaults({ vectorStore });
+  await VectorStoreIndex.fromDocuments(docs, { storageContext });
+  console.log("Inizialized vector store successfully");
+}
+
+void main().catch((err) => console.error(err));
@@ -0,0 +1,27 @@
+import { JinaAIEmbedding } from "@llamaindex/jinaai";
+import { QdrantVectorStore } from "@llamaindex/qdrant";
+import {
+  Document,
+  storageContextFromDefaults,
+  VectorStoreIndex,
+} from "llamaindex";
+
+const embedding = new JinaAIEmbedding({
+  apiKey: process.env.JINAAI_API_KEY,
+  model: "jina-embeddings-v3",
+});
+
+async function main() {
+  const docs = [new Document({ text: "Lorem ipsum dolor sit amet" })];
+  const vectorStore = new QdrantVectorStore({
+    url: process.env.QDRANT_URL,
+    apiKey: process.env.QDRANT_API_KEY,
+    embeddingModel: embedding,
+    collectionName: "jina_test",
+  });
+  const storageContext = await storageContextFromDefaults({ vectorStore });
+  await VectorStoreIndex.fromDocuments(docs, { storageContext });
+  console.log("Inizialized vector store successfully");
+}
+
+void main().catch((err) => console.error(err));
@@ -1,5 +1,6 @@
+import { FireworksEmbedding, FireworksLLM } from "@llamaindex/fireworks";
 import { PDFReader } from "@llamaindex/readers/pdf";
-import { FireworksEmbedding, FireworksLLM, VectorStoreIndex } from "llamaindex";
+import { VectorStoreIndex } from "llamaindex";

 import { Settings } from "llamaindex";

@@ -3,6 +3,18 @@ import fs from "node:fs/promises";
 import { createInterface } from "node:readline/promises";

 async function main() {
+  const rl = createInterface({ input: process.stdin, output: process.stdout });
+
+  if (!process.env.OPENAI_API_KEY) {
+    console.log("OpenAI API key not found in environment variables.");
+    console.log(
+      "You can get an API key at https://platform.openai.com/account/api-keys",
+    );
+    process.env.OPENAI_API_KEY = await rl.question(
+      "Please enter your OpenAI API key: ",
+    );
+  }
+
  const path = "node_modules/llamaindex/examples/abramov.txt";
  const essay = await fs.readFile(path, "utf-8");
  const document = new Document({ text: essay, id_: path });
@@ -10,8 +22,6 @@ async function main() {
  const index = await VectorStoreIndex.fromDocuments([document]);
  const queryEngine = index.asQueryEngine();

-  const rl = createInterface({ input: process.stdin, output: process.stdout });
-
  console.log(
    "Try asking a question about the essay: https://github.com/run-llama/LlamaIndexTS/blob/main/packages/llamaindex/examples/abramov.txt",
    "\nExample: When did the author graduate from high school?",
@@ -1,4 +1,4 @@
-import { TogetherEmbedding, TogetherLLM } from "llamaindex";
+import { TogetherEmbedding, TogetherLLM } from "@llamaindex/together";

 // process.env.TOGETHER_API_KEY is required
 const together = new TogetherLLM({
@@ -1,12 +1,7 @@
 import fs from "node:fs/promises";

-import {
-  Document,
-  Settings,
-  TogetherEmbedding,
-  TogetherLLM,
-  VectorStoreIndex,
-} from "llamaindex";
+import { TogetherEmbedding, TogetherLLM } from "@llamaindex/together";
+import { Document, Settings, VectorStoreIndex } from "llamaindex";

 // Update llm to use TogetherAI
 Settings.llm = new TogetherLLM({
@@ -15,7 +15,7 @@ async function main() {
    tools: [
      {
        metadata: {
-          name: "wikipedia_tool",
+          name: "wikipedia_search",
          description: "A tool that uses a query engine to search Wikipedia.",
          parameters: {
            type: "object",
@@ -0,0 +1,17 @@
+import { VoyageAIEmbedding } from "@llamaindex/voyage-ai";
+
+async function main() {
+  // API token can be provided as an environment variable too
+  // using VOYAGE_API_TOKEN variable
+  const apiKey = process.env.VOYAGE_API_TOKEN ?? "YOUR_API_TOKEN";
+  const model = "voyage-3-lite";
+  const embedModel = new VoyageAIEmbedding({
+    model,
+    apiKey,
+  });
+  const texts = ["hello", "world"];
+  const embeddings = await embedModel.getTextEmbeddingsBatch(texts);
+  console.log(`\nWe have ${embeddings.length} embeddings`);
+}
+
+main().catch(console.error);
@@ -14,7 +14,7 @@ type WikipediaToolParams = {
 };

 const DEFAULT_META_DATA: ToolMetadata<JSONSchemaType<WikipediaParameter>> = {
-  name: "wikipedia_tool",
+  name: "wikipedia_search",
  description: "A tool that uses a query engine to search Wikipedia.",
  parameters: {
    type: "object",
@@ -43,5 +43,10 @@
      "eslint"
    ],
    "*.{json,md}": "prettier --check"
+  },
+  "pnpm": {
+    "patchedDependencies": {
+      "bunchee@6.3.4": "patches/bunchee@6.3.4.patch"
+    }
  }
 }
@@ -1,5 +1,74 @@
 # @llamaindex/autotool

+## 6.0.9
+
+### Patch Changes
+
+- llamaindex@0.9.9
+
+## 6.0.8
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+
+## 6.0.7
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - llamaindex@0.9.7
+
+## 6.0.6
+
+### Patch Changes
+
+- llamaindex@0.9.6
+
+## 6.0.5
+
+### Patch Changes
+
+- llamaindex@0.9.5
+
+## 6.0.4
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+
+## 6.0.3
+
+### Patch Changes
+
+- llamaindex@0.9.3
+
+## 6.0.2
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+
+## 6.0.1
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
+
+## 6.0.0
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+
 ## 5.0.37

 ### Patch Changes
@@ -1,5 +1,84 @@
 # @llamaindex/autotool-01-node-example

+## 0.0.90
+
+### Patch Changes
+
+- llamaindex@0.9.9
+- @llamaindex/autotool@6.0.9
+
+## 0.0.89
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+  - @llamaindex/autotool@6.0.8
+
+## 0.0.88
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - llamaindex@0.9.7
+  - @llamaindex/autotool@6.0.7
+
+## 0.0.87
+
+### Patch Changes
+
+- llamaindex@0.9.6
+- @llamaindex/autotool@6.0.6
+
+## 0.0.86
+
+### Patch Changes
+
+- llamaindex@0.9.5
+- @llamaindex/autotool@6.0.5
+
+## 0.0.85
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+  - @llamaindex/autotool@6.0.4
+
+## 0.0.84
+
+### Patch Changes
+
+- llamaindex@0.9.3
+- @llamaindex/autotool@6.0.3
+
+## 0.0.83
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+  - @llamaindex/autotool@6.0.2
+
+## 0.0.82
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
+  - @llamaindex/autotool@6.0.1
+
+## 0.0.81
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+  - @llamaindex/autotool@6.0.0
+
 ## 0.0.80

 ### Patch Changes
@@ -13,5 +13,5 @@
  "scripts": {
    "start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
  },
-  "version": "0.0.80"
+  "version": "0.0.90"
 }
@@ -1,5 +1,84 @@
 # @llamaindex/autotool-02-next-example

+## 0.1.134
+
+### Patch Changes
+
+- llamaindex@0.9.9
+- @llamaindex/autotool@6.0.9
+
+## 0.1.133
+
+### Patch Changes
+
+- Updated dependencies [bbc8c87]
+  - llamaindex@0.9.8
+  - @llamaindex/autotool@6.0.8
+
+## 0.1.132
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - llamaindex@0.9.7
+  - @llamaindex/autotool@6.0.7
+
+## 0.1.131
+
+### Patch Changes
+
+- llamaindex@0.9.6
+- @llamaindex/autotool@6.0.6
+
+## 0.1.130
+
+### Patch Changes
+
+- llamaindex@0.9.5
+- @llamaindex/autotool@6.0.5
+
+## 0.1.129
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - llamaindex@0.9.4
+  - @llamaindex/autotool@6.0.4
+
+## 0.1.128
+
+### Patch Changes
+
+- llamaindex@0.9.3
+- @llamaindex/autotool@6.0.3
+
+## 0.1.127
+
+### Patch Changes
+
+- Updated dependencies [88d776f]
+  - llamaindex@0.9.2
+  - @llamaindex/autotool@6.0.2
+
+## 0.1.126
+
+### Patch Changes
+
+- Updated dependencies [6d37d44]
+  - llamaindex@0.9.1
+  - @llamaindex/autotool@6.0.1
+
+## 0.1.125
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+- Updated dependencies [b490376]
+- Updated dependencies [f4588bc]
+  - llamaindex@0.9.0
+  - @llamaindex/autotool@6.0.0
+
 ## 0.1.124

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/autotool-02-next-example",
  "private": true,
-  "version": "0.1.124",
+  "version": "0.1.134",
  "scripts": {
    "dev": "next dev",
    "build": "next build",
@@ -15,7 +15,7 @@
    "dotenv": "^16.3.1",
    "llamaindex": "workspace:*",
    "lucide-react": "^0.460.0",
-    "next": "15.0.3",
+    "next": "15.1.7",
    "react": "^18.3.1",
    "react-dom": "^18.3.1",
    "react-markdown": "^9.0.1",
@@ -3,10 +3,10 @@
  "type": "module",
  "repository": {
    "type": "git",
-    "url": "https://github.com/run-llama/LlamaIndexTS.git",
+    "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
    "directory": "packages/autotool"
  },
-  "version": "5.0.37",
+  "version": "6.0.9",
  "description": "auto transpile your JS function to LLM Agent compatible",
  "files": [
    "dist",
@@ -75,9 +75,9 @@
    "@swc/types": "^0.1.12",
    "@types/json-schema": "^7.0.15",
    "@types/node": "^22.9.0",
-    "bunchee": "6.2.0",
+    "bunchee": "6.3.4",
    "llamaindex": "workspace:*",
-    "next": "15.0.3",
+    "next": "15.1.7",
    "rollup": "^4.28.1",
    "tsx": "^4.19.0",
    "typescript": "^5.7.2",
@@ -1,5 +1,70 @@
 # @llamaindex/cloud

+## 3.0.8
+
+### Patch Changes
+
+- Updated dependencies [4bac71d]
+  - @llamaindex/core@0.5.7
+
+## 3.0.7
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - @llamaindex/env@0.1.29
+  - @llamaindex/core@0.5.6
+
+## 3.0.6
+
+### Patch Changes
+
+- Updated dependencies [5668970]
+  - @llamaindex/core@0.5.5
+
+## 3.0.5
+
+### Patch Changes
+
+- Updated dependencies [ad3c7f1]
+  - @llamaindex/core@0.5.4
+
+## 3.0.4
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - @llamaindex/core@0.5.3
+
+## 3.0.3
+
+### Patch Changes
+
+- Updated dependencies [d952e68]
+  - @llamaindex/core@0.5.2
+
+## 3.0.2
+
+### Patch Changes
+
+- c902fcb: chore: bump llamacloud openapi
+
+## 3.0.1
+
+### Patch Changes
+
+- Updated dependencies [cc50c9c]
+  - @llamaindex/env@0.1.28
+  - @llamaindex/core@0.5.1
+
+## 3.0.0
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+  - @llamaindex/core@0.5.0
+
 ## 2.0.24

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloud",
-  "version": "2.0.24",
+  "version": "3.0.8",
  "type": "module",
  "license": "MIT",
  "scripts": {
@@ -24,10 +24,7 @@
        "types": "./api/dist/index.d.ts",
        "default": "./api/dist/index.js"
      },
-      "default": {
-        "types": "./api/dist/index.d.ts",
-        "default": "./api/dist/index.js"
-      }
+      "default": "./api/dist/index.js"
    },
    "./reader": {
      "require": {
@@ -38,10 +35,7 @@
        "types": "./reader/dist/index.d.ts",
        "default": "./reader/dist/index.js"
      },
-      "default": {
-        "types": "./reader/dist/index.d.ts",
-        "default": "./reader/dist/index.js"
-      }
+      "default": "./reader/dist/index.js"
    },
    ".": {
      "require": {
@@ -52,15 +46,12 @@
        "types": "./reader/dist/index.d.ts",
        "default": "./reader/dist/index.js"
      },
-      "default": {
-        "types": "./reader/dist/index.d.ts",
-        "default": "./reader/dist/index.js"
-      }
+      "default": "./reader/dist/index.js"
    }
  },
  "repository": {
    "type": "git",
-    "url": "https://github.com/run-llama/LlamaIndexTS.git",
+    "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
    "directory": "packages/cloud"
  },
  "devDependencies": {
@@ -68,7 +59,7 @@
    "@hey-api/openapi-ts": "^0.61.0",
    "@llamaindex/core": "workspace:*",
    "@llamaindex/env": "workspace:*",
-    "bunchee": "6.2.0"
+    "bunchee": "6.3.4"
  },
  "peerDependencies": {
    "@llamaindex/core": "workspace:*",
@@ -4,6 +4,7 @@ import { fs, getEnv, path } from "@llamaindex/env";
 import {
  type Body_upload_file_api_v1_parsing_upload_post,
  type ParserLanguages,
+  type ParsingMode,
  getJobApiV1ParsingJobJobIdGet,
  getJobImageResultApiV1ParsingJobJobIdResultImageNameGet,
  getJobJsonResultApiV1ParsingJobJobIdResultJsonGet,
@@ -127,6 +128,26 @@ export class LlamaParseReader extends FileReader {

  readonly #client: Client;

+  output_tables_as_HTML: boolean = false;
+  input_s3_region?: string | undefined;
+  output_s3_region?: string | undefined;
+  preserve_layout_alignment_across_pages?: boolean | undefined;
+  spreadsheet_extract_sub_tables?: boolean | undefined;
+  formatting_instruction?: string | undefined;
+  parse_mode?: ParsingMode | undefined;
+  system_prompt?: string | undefined;
+  system_prompt_append?: string | undefined;
+  user_prompt?: string | undefined;
+  job_timeout_in_seconds?: number | undefined;
+  job_timeout_extra_time_per_page_in_seconds?: number | undefined;
+  strict_mode_image_extraction?: boolean | undefined;
+  strict_mode_image_ocr?: boolean | undefined;
+  strict_mode_reconstruction?: boolean | undefined;
+  strict_mode_buggy_font?: boolean | undefined;
+  ignore_document_elements_for_layout_detection?: boolean | undefined;
+  complemental_formatting_instruction?: string | undefined;
+  content_guideline_instruction?: string | undefined;
+
  constructor(
    params: Partial<Omit<LlamaParseReader, "language" | "apiKey">> & {
      language?: ParserLanguages | ParserLanguages[] | undefined;
@@ -252,6 +273,29 @@ export class LlamaParseReader extends FileReader {
      structured_output_json_schema_name:
        this.structured_output_json_schema_name,
      extract_layout: this.extract_layout,
+      output_tables_as_HTML: this.output_tables_as_HTML,
+      input_s3_region: this.input_s3_region,
+      output_s3_region: this.output_s3_region,
+      preserve_layout_alignment_across_pages:
+        this.preserve_layout_alignment_across_pages,
+      spreadsheet_extract_sub_tables: this.spreadsheet_extract_sub_tables,
+      formatting_instruction: this.formatting_instruction,
+      parse_mode: this.parse_mode,
+      system_prompt: this.system_prompt,
+      system_prompt_append: this.system_prompt_append,
+      user_prompt: this.user_prompt,
+      job_timeout_in_seconds: this.job_timeout_in_seconds,
+      job_timeout_extra_time_per_page_in_seconds:
+        this.job_timeout_extra_time_per_page_in_seconds,
+      strict_mode_image_extraction: this.strict_mode_image_extraction,
+      strict_mode_image_ocr: this.strict_mode_image_ocr,
+      strict_mode_reconstruction: this.strict_mode_reconstruction,
+      strict_mode_buggy_font: this.strict_mode_buggy_font,
+      ignore_document_elements_for_layout_detection:
+        this.ignore_document_elements_for_layout_detection,
+      complemental_formatting_instruction:
+        this.complemental_formatting_instruction,
+      content_guideline_instruction: this.content_guideline_instruction,
    } satisfies {
      [Key in keyof Body_upload_file_api_v1_parsing_upload_post]-?:
        | Body_upload_file_api_v1_parsing_upload_post[Key]
@@ -1,5 +1,66 @@
 # @llamaindex/community

+## 0.0.89
+
+### Patch Changes
+
+- Updated dependencies [4bac71d]
+  - @llamaindex/core@0.5.7
+
+## 0.0.88
+
+### Patch Changes
+
+- e28c29d: Added Llama 3.3 70B Instruct support
+- Updated dependencies [beb922b]
+  - @llamaindex/env@0.1.29
+  - @llamaindex/core@0.5.6
+
+## 0.0.87
+
+### Patch Changes
+
+- Updated dependencies [5668970]
+  - @llamaindex/core@0.5.5
+
+## 0.0.86
+
+### Patch Changes
+
+- Updated dependencies [ad3c7f1]
+  - @llamaindex/core@0.5.4
+
+## 0.0.85
+
+### Patch Changes
+
+- 1914b52: Added Claude 3.7 Sonnet support
+- Updated dependencies [cb021e7]
+  - @llamaindex/core@0.5.3
+
+## 0.0.84
+
+### Patch Changes
+
+- Updated dependencies [d952e68]
+  - @llamaindex/core@0.5.2
+
+## 0.0.83
+
+### Patch Changes
+
+- Updated dependencies [cc50c9c]
+  - @llamaindex/env@0.1.28
+  - @llamaindex/core@0.5.1
+
+## 0.0.82
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+  - @llamaindex/core@0.5.0
+
 ## 0.0.81

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/community",
  "description": "Community package for LlamaIndexTS",
-  "version": "0.0.81",
+  "version": "0.0.89",
  "type": "module",
  "types": "dist/type/index.d.ts",
  "main": "dist/cjs/index.js",
@@ -34,7 +34,7 @@
  ],
  "repository": {
    "type": "git",
-    "url": "https://github.com/run-llama/LlamaIndexTS.git",
+    "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
    "directory": "packages/community"
  },
  "scripts": {
@@ -43,7 +43,7 @@
  },
  "devDependencies": {
    "@types/node": "^22.9.0",
-    "bunchee": "6.2.0"
+    "bunchee": "6.3.4"
  },
  "dependencies": {
    "@aws-sdk/client-bedrock-agent-runtime": "^3.706.0",
@@ -6,7 +6,19 @@ export type ToolChoice =
  | { type: "auto" }
  | { type: "tool"; name: string };

-export type AnthropicAdditionalChatOptions = { toolChoice: ToolChoice };
+export interface ThinkingConfigDisabled {
+  type: "disabled";
+}
+
+export interface ThinkingConfigEnabled {
+  budget_tokens: number;
+  type: "enabled";
+}
+
+export type AnthropicAdditionalChatOptions = {
+  toolChoice: ToolChoice;
+  thinking?: ThinkingConfigDisabled | ThinkingConfigEnabled;
+};

 type Usage = {
  input_tokens: number;
@@ -69,6 +69,7 @@ export const BEDROCK_MODELS = {
  ANTHROPIC_CLAUDE_3_5_SONNET: "anthropic.claude-3-5-sonnet-20240620-v1:0",
  ANTHROPIC_CLAUDE_3_5_SONNET_V2: "anthropic.claude-3-5-sonnet-20241022-v2:0",
  ANTHROPIC_CLAUDE_3_5_HAIKU: "anthropic.claude-3-5-haiku-20241022-v1:0",
+  ANTHROPIC_CLAUDE_3_7_SONNET: "anthropic.claude-3-7-sonnet-20250219-v1:0",
  META_LLAMA2_13B_CHAT: "meta.llama2-13b-chat-v1",
  META_LLAMA2_70B_CHAT: "meta.llama2-70b-chat-v1",
  META_LLAMA3_8B_INSTRUCT: "meta.llama3-8b-instruct-v1:0",
@@ -80,6 +81,7 @@ export const BEDROCK_MODELS = {
  META_LLAMA3_2_3B_INSTRUCT: "meta.llama3-2-3b-instruct-v1:0",
  META_LLAMA3_2_11B_INSTRUCT: "meta.llama3-2-11b-instruct-v1:0",
  META_LLAMA3_2_90B_INSTRUCT: "meta.llama3-2-90b-instruct-v1:0",
+  META_LLAMA3_3_70B_INSTRUCT: "meta.llama3-3-70b-instruct-v1:0",
  MISTRAL_7B_INSTRUCT: "mistral.mistral-7b-instruct-v0:2",
  MISTRAL_MIXTRAL_7B_INSTRUCT: "mistral.mixtral-8x7b-instruct-v0:1",
  MISTRAL_MIXTRAL_LARGE_2402: "mistral.mistral-large-2402-v1:0",
@@ -100,10 +102,13 @@ export const INFERENCE_BEDROCK_MODELS = {
    "us.anthropic.claude-3-5-sonnet-20240620-v1:0",
  US_ANTHROPIC_CLAUDE_3_5_SONNET_V2:
    "us.anthropic.claude-3-5-sonnet-20241022-v2:0",
+  US_ANTHROPIC_CLAUDE_3_7_SONNET:
+    "us.anthropic.claude-3-7-sonnet-20250219-v1:0",
  US_META_LLAMA_3_2_1B_INSTRUCT: "us.meta.llama3-2-1b-instruct-v1:0",
  US_META_LLAMA_3_2_3B_INSTRUCT: "us.meta.llama3-2-3b-instruct-v1:0",
  US_META_LLAMA_3_2_11B_INSTRUCT: "us.meta.llama3-2-11b-instruct-v1:0",
  US_META_LLAMA_3_2_90B_INSTRUCT: "us.meta.llama3-2-90b-instruct-v1:0",
+  US_META_LLAMA_3_3_70B_INSTRUCT: "us.meta.llama3-3-70b-instruct-v1:0",
  US_AMAZON_NOVA_PRO_1: "us.amazon.nova-pro-v1:0",
  US_AMAZON_NOVA_LITE_1: "us.amazon.nova-lite-v1:0",
  US_AMAZON_NOVA_MICRO_1: "us.amazon.nova-micro-v1:0",
@@ -113,6 +118,8 @@ export const INFERENCE_BEDROCK_MODELS = {
  EU_ANTHROPIC_CLAUDE_3_SONNET: "eu.anthropic.claude-3-sonnet-20240229-v1:0",
  EU_ANTHROPIC_CLAUDE_3_5_SONNET:
    "eu.anthropic.claude-3-5-sonnet-20240620-v1:0",
+  EU_ANTHROPIC_CLAUDE_3_7_SONNET:
+    "eu.anthropic.claude-3-7-sonnet-20250219-v1:0",
  EU_META_LLAMA_3_2_1B_INSTRUCT: "eu.meta.llama3-2-1b-instruct-v1:0",
  EU_META_LLAMA_3_2_3B_INSTRUCT: "eu.meta.llama3-2-3b-instruct-v1:0",
 };
@@ -132,6 +139,8 @@ export const INFERENCE_TO_BEDROCK_MAP: Record<
    BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_SONNET,
  [INFERENCE_BEDROCK_MODELS.US_ANTHROPIC_CLAUDE_3_5_SONNET]:
    BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET,
+  [INFERENCE_BEDROCK_MODELS.US_ANTHROPIC_CLAUDE_3_7_SONNET]:
+    BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_7_SONNET,
  [INFERENCE_BEDROCK_MODELS.US_ANTHROPIC_CLAUDE_3_5_SONNET_V2]:
    BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2,
  [INFERENCE_BEDROCK_MODELS.US_ANTHROPIC_CLAUDE_3_5_HAIKU]:
@@ -144,6 +153,8 @@ export const INFERENCE_TO_BEDROCK_MAP: Record<
    BEDROCK_MODELS.META_LLAMA3_2_11B_INSTRUCT,
  [INFERENCE_BEDROCK_MODELS.US_META_LLAMA_3_2_90B_INSTRUCT]:
    BEDROCK_MODELS.META_LLAMA3_2_90B_INSTRUCT,
+  [INFERENCE_BEDROCK_MODELS.US_META_LLAMA_3_3_70B_INSTRUCT]:
+    BEDROCK_MODELS.META_LLAMA3_3_70B_INSTRUCT,

  [INFERENCE_BEDROCK_MODELS.US_AMAZON_NOVA_PRO_1]:
    BEDROCK_MODELS.AMAZON_NOVA_PRO_1,
@@ -158,6 +169,8 @@ export const INFERENCE_TO_BEDROCK_MAP: Record<
    BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_SONNET,
  [INFERENCE_BEDROCK_MODELS.EU_ANTHROPIC_CLAUDE_3_5_SONNET]:
    BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET,
+  [INFERENCE_BEDROCK_MODELS.EU_ANTHROPIC_CLAUDE_3_7_SONNET]:
+    BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_7_SONNET,
  [INFERENCE_BEDROCK_MODELS.EU_META_LLAMA_3_2_1B_INSTRUCT]:
    BEDROCK_MODELS.META_LLAMA3_2_1B_INSTRUCT,
  [INFERENCE_BEDROCK_MODELS.EU_META_LLAMA_3_2_3B_INSTRUCT]:
@@ -191,6 +204,7 @@ const CHAT_ONLY_MODELS = {
  [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET]: 200000,
  [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2]: 200000,
  [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU]: 200000,
+  [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_7_SONNET]: 200000,
  [BEDROCK_MODELS.META_LLAMA2_13B_CHAT]: 2048,
  [BEDROCK_MODELS.META_LLAMA2_70B_CHAT]: 4096,
  [BEDROCK_MODELS.META_LLAMA3_8B_INSTRUCT]: 8192,
@@ -202,6 +216,7 @@ const CHAT_ONLY_MODELS = {
  [BEDROCK_MODELS.META_LLAMA3_2_3B_INSTRUCT]: 131000,
  [BEDROCK_MODELS.META_LLAMA3_2_11B_INSTRUCT]: 128000,
  [BEDROCK_MODELS.META_LLAMA3_2_90B_INSTRUCT]: 128000,
+  [BEDROCK_MODELS.META_LLAMA3_3_70B_INSTRUCT]: 128000,
  [BEDROCK_MODELS.MISTRAL_7B_INSTRUCT]: 32000,
  [BEDROCK_MODELS.MISTRAL_MIXTRAL_7B_INSTRUCT]: 32000,
  [BEDROCK_MODELS.MISTRAL_MIXTRAL_LARGE_2402]: 32000,
@@ -230,6 +245,7 @@ export const STREAMING_MODELS = new Set([
  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET,
  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2,
  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU,
+  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_7_SONNET,
  BEDROCK_MODELS.META_LLAMA2_13B_CHAT,
  BEDROCK_MODELS.META_LLAMA2_70B_CHAT,
  BEDROCK_MODELS.META_LLAMA3_8B_INSTRUCT,
@@ -241,6 +257,7 @@ export const STREAMING_MODELS = new Set([
  BEDROCK_MODELS.META_LLAMA3_2_3B_INSTRUCT,
  BEDROCK_MODELS.META_LLAMA3_2_11B_INSTRUCT,
  BEDROCK_MODELS.META_LLAMA3_2_90B_INSTRUCT,
+  BEDROCK_MODELS.META_LLAMA3_3_70B_INSTRUCT,
  BEDROCK_MODELS.MISTRAL_7B_INSTRUCT,
  BEDROCK_MODELS.MISTRAL_MIXTRAL_7B_INSTRUCT,
  BEDROCK_MODELS.MISTRAL_MIXTRAL_LARGE_2402,
@@ -256,11 +273,13 @@ export const TOOL_CALL_MODELS: BEDROCK_MODELS[] = [
  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET,
  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2,
  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU,
+  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_7_SONNET,
  BEDROCK_MODELS.META_LLAMA3_1_405B_INSTRUCT,
  BEDROCK_MODELS.META_LLAMA3_2_1B_INSTRUCT,
  BEDROCK_MODELS.META_LLAMA3_2_3B_INSTRUCT,
  BEDROCK_MODELS.META_LLAMA3_2_11B_INSTRUCT,
  BEDROCK_MODELS.META_LLAMA3_2_90B_INSTRUCT,
+  BEDROCK_MODELS.META_LLAMA3_3_70B_INSTRUCT,
  BEDROCK_MODELS.AMAZON_NOVA_PRO_1,
  BEDROCK_MODELS.AMAZON_NOVA_LITE_1,
  BEDROCK_MODELS.AMAZON_NOVA_MICRO_1,
@@ -294,6 +313,7 @@ export const BEDROCK_MODEL_MAX_TOKENS: Partial<Record<BEDROCK_MODELS, number>> =
    [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET]: 4096,
    [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2]: 8192,
    [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU]: 8192,
+    [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_7_SONNET]: 8192,
    [BEDROCK_MODELS.META_LLAMA2_13B_CHAT]: 2048,
    [BEDROCK_MODELS.META_LLAMA2_70B_CHAT]: 2048,
    [BEDROCK_MODELS.META_LLAMA3_8B_INSTRUCT]: 2048,
@@ -305,6 +325,7 @@ export const BEDROCK_MODEL_MAX_TOKENS: Partial<Record<BEDROCK_MODELS, number>> =
    [BEDROCK_MODELS.META_LLAMA3_2_3B_INSTRUCT]: 2048,
    [BEDROCK_MODELS.META_LLAMA3_2_11B_INSTRUCT]: 2048,
    [BEDROCK_MODELS.META_LLAMA3_2_90B_INSTRUCT]: 2048,
+    [BEDROCK_MODELS.META_LLAMA3_3_70B_INSTRUCT]: 2048,
  };

 const DEFAULT_BEDROCK_PARAMS = {
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
github-actions[bot]	cb73f77bb8	Release 0.9.9 (#1713 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-03-07 16:28:36 +07:00
Huu Le	8bf1ca1701	Support chat stream with tools for Anthropic LLM (#1710 ) Co-authored-by: thucpn <thucsh2@gmail.com> Co-authored-by: Thuc Pham <51660321+thucpn@users.noreply.github.com>	2025-03-07 15:41:15 +07:00
Alexander Tigselema	58b3ee52e0	Add Gemini 2.0 Flas Lite, Fix tools error with LLM Agent (#1712 )	2025-03-07 11:15:51 +07:00
Thomas Vanier	4bac71d6a2	feat: additional tool argument (#1693 )	2025-03-07 11:15:10 +07:00
github-actions[bot]	a3cbcb31a2	Release 0.9.8 (#1711 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-03-06 16:33:19 +07:00
Thuc Pham	bbc8c8787d	fix: prefer using embedding model from vector store (#1708 )	2025-03-06 16:24:05 +07:00
Huu Le	4b49428f57	fix agent workflow tool call for Ollama (#1706 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2025-03-06 11:13:42 +07:00
Peter Goldstein	7ee4968b06	Add Gemini 2.0 Pro Experimental (#1707 )	2025-03-06 11:04:56 +07:00
github-actions[bot]	0111f5c8b0	Release 0.9.7 (#1703 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-03-05 16:59:05 +07:00
Thuc Pham	beb922b743	fix: build fail in edge runtime (#1705 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2025-03-05 16:35:00 +07:00
patryktop	e28c29d1f5	feat: add Llama 3.3 70B Instruct to community package (#1702 )	2025-03-04 17:27:35 -08:00
github-actions[bot]	008cccd9f1	Release 0.9.6 (#1698 )	2025-03-04 17:33:18 +07:00
Huu Le	081698d68c	chore: simplify imports of agent workflow (#1700 )	2025-03-04 17:01:29 +07:00
Huu Le	ab5fe5d7a0	chore: remove core import in document (#1699 )	2025-03-04 16:14:31 +07:00
Huu Le	56689707d3	feat: Support AgentWorkflow (#1685 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2025-03-04 16:05:25 +07:00
Brian Lange	fd74ba4bf1	fix: Voyage typescript configs + docs (#1696 )	2025-03-04 11:00:05 +07:00
github-actions[bot]	b2634e47ca	Release 0.9.5 (#1694 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-02-28 18:18:14 +07:00
Thuc Pham	ad3c7f1ec1	fix: streaming issues with LLMAgent (#1692 )	2025-02-28 18:13:36 +07:00
Alex Yang	335f2df626	chore: fix lock file	2025-02-27 12:31:11 -08:00
github-actions[bot]	ee963644bf	Release 0.9.4 (#1689 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-02-27 12:28:48 -08:00
Alex Yang	cb256f24ae	feat: support gpt-4.5 (#1688 )	2025-02-27 12:24:33 -08:00
Alex Yang	1ccc04ecb5	chore: fix changeset	2025-02-27 12:17:12 -08:00
Brian Lange	034639153b	feat: Voyage embeddings (#1574 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2025-02-27 10:22:33 +07:00
patryktop	1914b52708	feat: add Claude 3.7 Sonnet model to community package (#1683 )	2025-02-26 14:38:14 -08:00
Alex Yang	cb021e7196	feat(node-parser): support async function (#1682 )	2025-02-26 08:59:51 -08:00
ratacat	c2aa836b35	docs: upgrade remote ollama embeddings (#1680 )	2025-02-25 11:39:16 -08:00
github-actions[bot]	3b0f55f1ea	Release 0.9.3 (#1676 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-02-25 16:53:30 +07:00
Marcus Schiesser	a9c6144eec	feat: stream thinking tokens for claude 3.7 (#1679 )	2025-02-25 16:48:12 +07:00
Marcus Schiesser	3564244ced	chore: add claude 3.7 support (#1678 )	2025-02-25 15:18:45 +07:00
Gunnar Holwerda	d952e68ec4	Fix refine synthesizer empty source nodes behavior (#1677 )	2025-02-24 10:56:21 +07:00
Tushar Sonawane	5c026e839f	feat(vectorstore): adds firestore vector store support (#1600 )	2025-02-21 16:23:50 +07:00
github-actions[bot]	9c1c5b4d50	Release 0.9.2 (#1673 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-02-21 10:57:11 +07:00
Thuc Pham	c902fcbc33	chore: bump llamacloud openapi (#1674 )	2025-02-20 17:47:41 +07:00
Thuc Pham	88d776f392	fix: enhance error message in llamacloud (#1672 )	2025-02-20 16:33:34 +07:00
github-actions[bot]	6fcc6bcb84	Release @llamaindex/anthropic@0.1.2 (#1671 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2025-02-20 12:56:33 +07:00
Thuc Pham	be74207945	fix: dont add empty text block to tool call (#1670 )	2025-02-20 12:47:43 +07:00
Alex Yang	6be223dfad	chore: bump version (#1668 )	2025-02-19 19:28:12 +08:00
Alex Yang	4cbfdb5f5c	ci: only run in pull request (#1669 )	2025-02-19 19:11:53 +08:00
github-actions[bot]	9767d1c004	Release 0.9.1 (#1664 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: himself65 <14026360+himself65@users.noreply.github.com>	2025-02-19 18:15:41 +08:00
Alex Yang	e831b28627	ci: add size limit check (#1667 )	2025-02-19 18:05:28 +08:00
Alex Yang	cc50c9c2d4	chore: trigger env package release	2025-02-19 17:59:38 +08:00
Thuc Pham	954140776e	fix: missing document entrypoints (#1663 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2025-02-14 17:06:23 +07:00
Savas Ziplies	6d37d440a6	refactor(agent): changed regex for tool use extraction to look for optional "Input:" prefix to comply with Cohere command-r models (#1654 )	2025-02-14 15:17:03 +07:00
Alex Yang	e724f7e9f2	fix: cjs module resolve esm module unexpectedly (#1662 )	2025-02-14 15:52:37 +08:00
Alex Yang	1b029ae525	test: add cjs smoke test (#1660 )	2025-02-14 14:28:09 +08:00
Marcus Schiesser	d1db2189c9	docs: update starter to ask for api key (#1661 )	2025-02-14 12:14:51 +07:00
Alex Yang	2c5b4030c9	chore: bump bunchee (#1645 )	2025-02-14 09:41:32 +08:00
Alex Yang	96eb597059	fix: bundler issue default in default (#1653 )	2025-02-14 09:20:39 +08:00
Marcus Schiesser	04098d55ff	chore: fix pnpm lock (#1658 )	2025-02-13 17:49:21 +07:00
Marcus Schiesser	335a6b9e88	chore: add pathe to examples (#1657 )	2025-02-13 17:44:30 +07:00
github-actions[bot]	c2a345ebb1	Release 0.9.0 (#1643 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-02-13 17:34:06 +07:00
Marcus Schiesser	d3fa729a30	Cleanups before 0.9 release (#1656 )	2025-02-13 17:26:22 +07:00
Thuc Pham	c7c08005ec	fix: fumadoc build fail (#1655 )	2025-02-13 16:24:28 +07:00
Alex Yang	bb0ae5e321	chore: fix pkg.pr.new issue (#1651 )	2025-02-12 21:19:29 +08:00
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