Release 0.11.22 (#2131)

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>

.changeset/README.md

@@ -0,0 +1,8 @@
+# Changesets
+
+Hello and welcome! This folder has been automatically generated by `@changesets/cli`, a build tool that works
+with multi-package repos, or single-package repos to help you version and publish your code. You can
+find the full documentation for it [in our repository](https://github.com/changesets/changesets)
+
+We have a quick list of common questions to get you started engaging with this project in
+[our documentation](https://github.com/changesets/changesets/blob/main/docs/common-questions.md)

.changeset/config.json

@@ -0,0 +1,11 @@
+{
+  "$schema": "https://unpkg.com/@changesets/config@2.3.1/schema.json",
+  "changelog": "@changesets/cli/changelog",
+  "commit": false,
+  "fixed": [],
+  "linked": [],
+  "access": "public",
+  "baseBranch": "main",
+  "updateInternalDependencies": "patch",
+  "ignore": []
+}

.cjs.swcrc

@@ -0,0 +1,16 @@
+{
+  "jsc": {
+    "parser": {
+      "syntax": "typescript",
+      "decorators": true
+    },
+    "target": "esnext",
+    "transform": {
+      "decoratorVersion": "2022-03"
+    }
+  },
+  "module": {
+    "type": "commonjs",
+    "ignoreDynamic": true
+  }
+}

.eslintrc.js

@@ -1,10 +0,0 @@
-module.exports = {
-  root: true,
-  // This tells ESLint to load the config from the package `eslint-config-custom`
-  extends: ["custom"],
-  settings: {
-    next: {
-      rootDir: ["apps/*/"],
-    },
-  },
-};

.gitattributes

@@ -0,0 +1,2 @@
+examples/readers/data/** binary
+examples/data/** binary

.github/ISSUE_TEMPLATE/bug_report.md

@@ -0,0 +1,46 @@
+---
+name: Bug report
+about: Create a report to help us improve
+title: ""
+labels: bug
+assignees: ""
+---
+
+**Describe the bug**
+A clear and concise description of what the bug is.
+
+**To Reproduce**
+Code to reproduce the behavior:
+
+```ts
+// paste the code here
+```
+
+**Expected behavior**
+A clear and concise description of what you expected to happen.
+
+**Screenshots**
+If applicable, add screenshots to help explain your problem.
+
+**Desktop (please complete the following information):**
+
+- OS: [e.g. macOS, Linux]
+- JS Runtime / Framework / Bundler (select all applicable)
+- [ ] Node.js
+- [ ] Deno
+- [ ] Bun
+- [ ] Next.js
+- [ ] ESBuild
+- [ ] Rollup
+- [ ] Webpack
+- [ ] Turbopack
+- [ ] Vite
+- [ ] Waku
+- [ ] Edge Runtime
+- [ ] AWS Lambda
+- [ ] Cloudflare Worker
+- [ ] Others (please elaborate on this)
+- Version [e.g. 22]
+
+**Additional context**
+Add any other context about the problem here.

.github/ISSUE_TEMPLATE/bugfix.yml

@@ -0,0 +1,10 @@
+name: Bugfix
+title: ""
+description: Write something like "We notice ... behavior when ... happens instead of ..." If you would like to use sweep.dev prefix with "Sweep:"
+body:
+  - type: textarea
+    id: description
+    attributes:
+      label: Details
+      description: More details about the bug
+      placeholder: The bug might be in ... file

.github/ISSUE_TEMPLATE/feature.yml

@@ -0,0 +1,10 @@
+name: Feature Request
+title: ""
+description: Write something like "Write an api endpoint that does "..." in the "..." file". If you would like to use sweep.dev prefix with "Sweep:"
+body:
+  - type: textarea
+    id: description
+    attributes:
+      label: Details
+      description: More details
+      placeholder: The new endpoint should use the ... class from ... file because it contains ... logic

.github/ISSUE_TEMPLATE/refactor.yml

@@ -0,0 +1,10 @@
+name: Refactor
+title: ""
+description: Write something like "Modify the ... api endpoint to use ... version and ... framework" If you would like to use sweep.dev prefix with "Sweep:"
+body:
+  - type: textarea
+    id: description
+    attributes:
+      label: Details
+      description: More details
+      placeholder: We are migrating this function to ... version because ...

.github/workflows/lint_on_push_or_pull.yml

@@ -0,0 +1,32 @@
+name: Lint on push or pull request
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+env:
+  TURBO_TOKEN: ${{ secrets.TURBO_TOKEN }}
+  TURBO_TEAM: ${{ vars.TURBO_TEAM }}
+  TURBO_REMOTE_ONLY: true
+
+jobs:
+  lint:
+    runs-on: ubuntu-latest
+    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: Run lint
+        run: pnpm run lint
+      - name: Run Prettier
+        run: pnpm run format

.github/workflows/preview.yml

@@ -0,0 +1,33 @@
+name: Publish Preview
+on: [pull_request]
+
+env:
+  TURBO_TOKEN: ${{ secrets.TURBO_TOKEN }}
+  TURBO_TEAM: ${{ vars.TURBO_TEAM }}
+  TURBO_REMOTE_ONLY: true
+
+jobs:
+  pre_release:
+    name: Pre Release
+    runs-on: ubuntu-latest
+
+    steps:
+      - name: Checkout Repo
+        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
+        run: pnpm run build
+
+      - name: Pre Release
+        run: pnpx pkg-pr-new publish --pnpm ./packages/* ./packages/providers/* ./packages/providers/storage/*

.github/workflows/publish_github.yml

@@ -0,0 +1,37 @@
+name: Publish to GitHub Releases
+
+on:
+  push:
+    tags:
+      - "llamaindex@*"
+
+jobs:
+  build-and-publish:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Repo
+        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 tarball
+        run: |
+          pnpm pack
+        working-directory: packages/llamaindex
+
+      - name: Create release
+        uses: ncipollo/release-action@v1
+        with:
+          artifacts: "packages/llamaindex/llamaindex-*.tgz"
+          name: Release ${{ github.ref }}
+          bodyFile: "packages/llamaindex/CHANGELOG.md"
+          token: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/release.yml

@@ -0,0 +1,70 @@
+name: Release
+
+on:
+  push:
+    branches:
+      - main
+
+concurrency: ${{ github.workflow }}-${{ github.ref }}
+
+jobs:
+  release:
+    name: Release
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout Repo
+        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: Add auth token to .npmrc file
+        run: |
+          cat << EOF >> ".npmrc"
+            //registry.npmjs.org/:_authToken=$NPM_TOKEN
+          EOF
+        env:
+          NPM_TOKEN: ${{ secrets.NPM_TOKEN }}
+
+      - name: Get changeset status
+        id: get-changeset-status
+        run: |
+          pnpm changeset status --output .changeset/status.json
+          new_version=$(jq -r '.releases[] | select(.name == "llamaindex") | .newVersion' < .changeset/status.json)
+          rm -v .changeset/status.json
+          echo "new-version=${new_version}" >> "$GITHUB_OUTPUT"
+
+      - name: Create Release Pull Request or Publish to npm
+        id: changesets
+        uses: changesets/action@v1
+        with:
+          commit: Release ${{ steps.get-changeset-status.outputs.new-version }}
+          title: Release ${{ steps.get-changeset-status.outputs.new-version }}
+          # update version PR with the latest changesets
+          version: pnpm new-version
+          # build package and call changeset publish
+          publish: pnpm release
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          NPM_TOKEN: ${{ secrets.NPM_TOKEN }}
+
+      # Refs: https://github.com/changesets/changesets/issues/421
+      - name: Update lock file
+        continue-on-error: true
+        run: pnpm install --lockfile-only
+
+      - name: Commit lock file
+        continue-on-error: true
+        uses: stefanzweifel/git-auto-commit-action@v5
+        with:
+          commit_message: "chore: update lock file"
+          branch: changeset-release/main
+          file_pattern: "pnpm-lock.yaml"

.github/workflows/test.yml

@@ -0,0 +1,217 @@
+name: Run Tests
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  POSTGRES_HOST_AUTH_METHOD: trust
+  TURBO_TOKEN: ${{ secrets.TURBO_TOKEN }}
+  TURBO_TEAM: ${{ vars.TURBO_TEAM }}
+  TURBO_REMOTE_ONLY: true
+
+jobs:
+  e2e:
+    strategy:
+      fail-fast: false
+      matrix:
+        node-version: [20.x, 22.x, 23.x]
+    name: E2E on Node.js ${{ matrix.node-version }}
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: ankane/setup-postgres@v1
+        with:
+          database: llamaindex_node_test
+          dev-files: true
+      - run: |
+          cd /tmp
+          git clone --branch v0.7.0 https://github.com/pgvector/pgvector.git
+          cd pgvector
+          make
+          sudo make install
+      - uses: pnpm/action-setup@v4
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+          cache: "pnpm"
+      - name: Install dependencies
+        run: pnpm install
+      - name: Run E2E Tests
+        run: pnpm run e2e
+
+  test:
+    strategy:
+      fail-fast: false
+      matrix:
+        node-version: [20.x, 22.x, 23.x]
+    name: Test on Node.js ${{ matrix.node-version }}
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      - uses: pnpm/action-setup@v4
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+          cache: "pnpm"
+      - name: Install dependencies
+        run: pnpm install
+      - name: Run tests
+        run: pnpm run test
+  typecheck:
+    runs-on: ubuntu-latest
+
+    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
+        run: pnpm run build
+      - name: Run Type Check
+        run: pnpm run type-check
+      - name: Run Circular Dependency Check
+        run: pnpm run circular-check
+  e2e-npm:
+    runs-on: ubuntu-latest
+    name: Test using packages with npm
+    steps:
+      - uses: actions/checkout@v4
+      - uses: pnpm/action-setup@v4
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version-file: ".nvmrc"
+      - name: Install dependencies
+        run: pnpm install
+      - name: Build packages
+        run: pnpm run build
+      - name: Pack packages
+        run: |
+          pnpm pack --pack-destination ${{ runner.temp }} -C packages/llamaindex
+          pnpm pack --pack-destination ${{ runner.temp }} -C packages/workflow
+      - name: Install packed packages
+        run: npm add ${{ runner.temp }}/*.tgz
+        working-directory: e2e/npm
+      - name: Run tests
+        run: npm test
+        working-directory: e2e/npm
+  e2e-llamaindex-examples:
+    strategy:
+      fail-fast: false
+      matrix:
+        packages:
+          - cloudflare-worker-agent
+          - nextjs-agent
+          - nextjs-edge-runtime
+          - nextjs-node-runtime
+          - waku-query-engine
+          - llama-parse-browser
+          - vite-import-llamaindex
+    runs-on: ubuntu-latest
+    name: Build LlamaIndex Example (${{ matrix.packages }})
+    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
+      - name: Build ${{ matrix.packages }}
+        run: pnpm run build
+        working-directory: e2e/examples/${{ 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
+
+    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
+        run: pnpm run build
+      - name: Copy examples
+        run: rsync -rv --exclude=node_modules ./examples ${{ runner.temp }}
+      - name: Pack packages
+        run: |
+          for dir in packages/*; do
+            if [ -d "$dir" ] && [ -f "$dir/package.json" ] && [[ ! "$dir" =~ autotool ]]; then
+              echo "Packing $dir"
+              pnpm pack --pack-destination ${{ runner.temp }} -C $dir
+            else
+              echo "Skipping $dir, no package.json found"
+            fi
+          done
+      - name: Pack provider packages
+        run: |
+          for dir in packages/providers/* packages/providers/storage/*; do
+            if [ -d "$dir" ] && [ -f "$dir/package.json" ]; then
+              echo "Packing $dir"
+              pnpm pack --pack-destination ${{ runner.temp }} -C $dir
+            else
+              echo "Skipping $dir, no package.json found"
+            fi
+          done
+      - name: Install
+        run: npm add ${{ runner.temp }}/*.tgz
+        working-directory: ${{ runner.temp }}/examples
+      - name: Run Type Check
+        run: npx tsc --project ./tsconfig.json
+        working-directory: ${{ runner.temp }}/examples
+      - uses: actions/upload-artifact@v4
+        if: failure()
+        with:
+          name: build-dist
+          path: |
+            ${{ runner.temp }}/*.tgz
+          if-no-files-found: error

.gitignore

@@ -3,6 +3,7 @@
 # dependencies
 node_modules
 .pnp
+.pnpm-store
 .pnp.js
 
 # testing
@@ -34,3 +35,19 @@ yarn-error.log*
 
 # vercel
 .vercel
+
+dist/
+lib/
+
+.cache
+test-results/
+playwright-report/
+blob-report/
+playwright/.cache/
+.tsbuildinfo
+
+# intellij
+**/.idea
+
+# generated API
+packages/cloud/src/client

.husky/pre-commit

@@ -1,4 +1 @@
-#!/usr/bin/env sh
-. "$(dirname -- "$0")/_/husky.sh"
-
-pnpm lint
+pnpm run lint-staged

.husky/pre-push

@@ -1,4 +0,0 @@
-#!/usr/bin/env sh
-. "$(dirname -- "$0")/_/husky.sh"
-
-pnpm test

.npmrc

@@ -1 +1,5 @@
 auto-install-peers = true
+enable-pre-post-scripts = true
+prefer-workspace-packages = true
+save-workspace-protocol = true
+link-workspace-packages = true

.nvmrc

@@ -0,0 +1 @@
+22

.prettierignore

@@ -0,0 +1,10 @@
+apps/docs/i18n
+apps/docs/docs/api
+pnpm-lock.yaml
+lib/
+dist/
+.docusaurus/
+.source/
+# prttier doesn't support mdx3 we are using
+*.mdx
+packages/server/server/

.swcrc

@@ -0,0 +1,12 @@
+{
+  "jsc": {
+    "parser": {
+      "syntax": "typescript",
+      "decorators": true
+    },
+    "target": "esnext",
+    "transform": {
+      "decoratorVersion": "2022-03"
+    }
+  }
+}

.vscode/launch.json

@@ -0,0 +1,18 @@
+{
+  // Use IntelliSense to learn about possible attributes.
+  // Hover to view descriptions of existing attributes.
+  // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+  "version": "0.2.0",
+  "configurations": [
+    {
+      "type": "node",
+      "request": "launch",
+      "name": "Debug Example",
+      "skipFiles": ["<node_internals>/**"],
+      "runtimeExecutable": "pnpm",
+      "console": "integratedTerminal",
+      "cwd": "${workspaceFolder}/examples",
+      "runtimeArgs": ["npx", "tsx", "${file}"]
+    }
+  ]
+}

.vscode/ltex.dictionary.en-US.txt

@@ -0,0 +1 @@
+LlamaIndexTS

.vscode/settings.json

@@ -1,5 +1,19 @@
 {
   "editor.tabSize": 2,
   "editor.formatOnSave": true,
-  "editor.defaultFormatter": "esbenp.prettier-vscode"
+  "editor.defaultFormatter": "esbenp.prettier-vscode",
+  "[xml]": {
+    "editor.defaultFormatter": "redhat.vscode-xml"
+  },
+  "[python]": {
+    "editor.defaultFormatter": "ms-python.black-formatter"
+  },
+  "[jsonc]": {
+    "editor.defaultFormatter": "esbenp.prettier-vscode"
+  },
+  "[json]": {
+    "editor.defaultFormatter": "esbenp.prettier-vscode"
+  },
+  "prettier.prettierPath": "./node_modules/prettier",
+  "prettier.configPath": "prettier.config.mjs"
 }

CLAUDE.md

@@ -0,0 +1,92 @@
+# CLAUDE.md
+
+This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
+
+## Development Commands
+
+This project uses pnpm as the package manager and Turbo for build orchestration:
+
+- `pnpm install` - Install all dependencies
+- `pnpm build` - Build all packages using Turbo
+- `pnpm dev` - Start development mode for all packages
+- `pnpm test` - Run all unit tests
+- `pnpm e2e` - Run end-to-end tests
+- `pnpm lint` - Run ESLint across all packages
+- `pnpm type-check` - Run TypeScript type checking across workspace
+- `pnpm format` - Check code formatting with Prettier
+- `pnpm format:write` - Auto-fix formatting issues
+- `pnpm circular-check` - Check for circular dependencies using madge
+
+For individual package development:
+
+- `turbo run build --filter="@llamaindex/core"` - Build specific package
+- `turbo run test --filter="@llamaindex/core"` - Test specific package
+- Navigate to specific package directory and run `pnpm test` for focused testing
+- `pnpm clean` - Remove all build artifacts and node_modules across workspace
+
+## Architecture Overview
+
+LlamaIndex.TS is a TypeScript data framework for LLM applications organized as a pnpm monorepo with multiple runtime environment support (Node.js, Deno, Bun, Vercel Edge, Cloudflare Workers).
+
+### Package Structure
+
+**Core Packages:**
+
+- `packages/core/` - Abstract base classes and interfaces for all runtime environments
+- `packages/llamaindex/` - Main package that aggregates core functionality
+- `packages/env/` - Environment-specific compatibility layers for different JS runtimes
+
+**Provider Packages (`packages/providers/`):**
+
+- LLM providers: `openai/`, `anthropic/`, `ollama/`, `google/`, `groq/`, etc.
+- Vector stores: `storage/pinecone/`, `storage/chroma/`, `storage/qdrant/`, etc.
+- Embeddings: Various embedding providers integrated within LLM packages
+- Readers: `assemblyai/`, `discord/`, `notion/` for data ingestion
+
+**Specialized Packages:**
+
+- `packages/cloud/` - LlamaCloud integration for managed services
+- `packages/tools/` - Function calling tools and utilities
+- `packages/workflow/` - Agent workflow orchestration
+- `packages/readers/` - File format readers (PDF, DOCX, etc.)
+
+### Key Architectural Patterns
+
+**Runtime Abstraction:** Core functionality is runtime-agnostic, with environment-specific implementations in separate entry points (`index.ts`, `index.edge.ts`, `index.workerd.ts`).
+
+**Provider Pattern:** LLMs, embeddings, and vector stores implement common interfaces from `@llamaindex/core`, allowing easy swapping between providers.
+
+**Modular Design:** Each provider is a separate package to minimize bundle size - users install only what they need.
+
+**Data Flow:** Document → NodeParser → Embedding → VectorStore → Retriever → QueryEngine → Response
+
+### Core Components
+
+- **Agents and Workflows:** Abstractions for building agentic workflows and agents in `packages/workflow`
+- **Chat Engines:** Conversational interfaces in `core/chat-engine/`
+- **Query Engines:** Document querying with retrieval in `core/query-engine/`
+- **Indices:** VectorStoreIndex, SummaryIndex, KeywordTable in `llamaindex/indices/`
+- **Node Parsers:** Text splitting and chunking in `core/node-parser/`
+- **Ingestion Pipeline:** Document processing workflows in `llamaindex/ingestion/`
+- **Storage:** Chat stores, document stores, index stores, and KV stores in `core/storage/`
+
+### Deprecated Components
+
+- **Agents:** ReAct and function calling agents in `core/agent/` and `llamaindex/agent/`
+
+### Testing Structure
+
+- Unit tests in each package's `tests/` directory
+- E2E tests in `e2e/` directory with runtime-specific examples
+- Tests depend on build artifacts, so always run `pnpm build` before testing
+
+### Multi-Runtime Support
+
+The codebase supports multiple JavaScript runtimes through conditional exports and separate entry points. When making changes, consider compatibility across Node.js, Deno, Bun, and edge runtimes.
+
+### Development Notes
+
+- The project uses Husky for git hooks with lint-staged for pre-commit formatting and linting
+- All packages use bunchee for building with dual CJS/ESM support
+- Core package exports are organized as sub-modules (e.g., `@llamaindex/core/llms`, `@llamaindex/core/embeddings`)
+- Always run `pnpm build` before running tests, as tests depend on build artifacts

CONTRIBUTING.md

@@ -0,0 +1,165 @@
+# Contributing
+
+## Structure
+
+LlamaIndex.TS uses pnpm monorepo.
+
+We recommend you to understand the basics of Node.js, TypeScript, pnpm, and of course, LLM before contributing.
+
+There are some important folders in the repository:
+
+- `packages/*`: Contains the source code of the packages. Each package is a separate npm package.
+  - `llamaindex`: The starter package for LlamaIndex.TS, which contains the all sub-packages.
+  - `core`: The core package of LlamaIndex.TS, which contains the abstract classes and interfaces. It is designed for
+    all JS runtime environments.
+  - `env`: The environment package of LlamaIndex.TS, which contains the environment-specific classes and interfaces. It
+    includes compatibility layers for Node.js, Deno, Vercel Edge Runtime, Cloudflare Workers...
+  - `providers/*`: The providers package of LlamaIndex.TS, which contains the providers for LLM and other services.
+- `apps/*`: The applications based on LlamaIndex.TS.
+  - `next`: Our documentation website based on Next.js.
+- `examples`: The code examples of LlamaIndex.TS using Node.js.
+
+## Getting Started
+
+Make sure you have Node.js LTS (Long-term Support) installed. You can check your Node.js version by running:
+
+```shell
+node -v
+# v22.x.x
+```
+
+### Use pnpm
+
+```shell
+npm install -g pnpm
+```
+
+### Install dependencies
+
+```shell
+pnpm install
+pnpm install -g tsx
+```
+
+### Build the packages
+
+To build all packages, run:
+
+```shell
+pnpm build
+```
+
+### Start Developing
+
+You can launch the package in dev-mode by running:
+
+```shell
+pnpm dev
+```
+
+This will use turbo to run all packages in watch-mode. This means you can make changes and have them automatically built.
+
+If you want to customize what packages are built/watched, you can run turbo directly and adjust the filter:
+
+```shell
+pnpm turbo run dev --filter="./packages/core" --concurrency=100
+```
+
+In another terminal, you can write and run any script needed to quickly test your changes. For example:
+
+```typescript
+import { createMemory, staticBlock } from "@llamaindex/core/memory";
+
+// Create memory with predefined context
+const memory = createMemory({
+  memoryBlocks: [
+    staticBlock({
+      content:
+        "The user is a software engineer who loves TypeScript and LlamaIndex.",
+      messageRole: "system",
+    }),
+  ],
+});
+
+async function main() {
+  const result = await memory.getLLM();
+  console.log(result);
+}
+
+void main().catch(console.error);
+```
+
+And run it with:
+
+```shell
+pnpm exec tsx my_script.ts
+```
+
+This flow allows you to easily test your changes without having to build the entire project.
+
+Once you are happy with your changes, be sure to add tests (and confirm existing tests are passing!).
+
+### Run tests
+
+#### Unit tests
+
+After build, to run all unit tests, call:
+
+```shell
+pnpm test
+```
+
+Unit tests are located in the `tests` folder of each package. They are using their own package (e.g. `@llamaindex/core-tests` for `@llamaindex/core`). The tests are importing the package under test and the test package is not published.
+
+#### E2E tests
+
+To run all E2E tests, call:
+
+```shell
+pnpm e2e
+```
+
+All E2E tests are in the `e2e` folder.
+
+### Docs
+
+See the [docs](./apps/next/README.md) for more information.
+
+## Adding a new package
+
+Please follow these steps to add a new package:
+
+1. Only add new packages to the `packages/providers` folder.
+2. Use the `package.json` and `tsconfig.json` of an existing packages as template.
+3. Reference your new package in the root `tsconfig.json` file
+4. Add your package to the `examples/package.json` file if you add a new example.
+
+## Before sending a PR
+
+Before sending a PR, make sure of the following:
+
+1. Tests are all running and you added meaningful tests for your change.
+2. If you have a new feature, document it in the `apps/next` docs folder.
+3. If you have a new feature, add a new example in the `examples` folder.
+4. You have a descriptive changeset for each PR:
+
+### Bumping the versions of packages you've modified
+
+We use [changesets](https://github.com/changesets/changesets) for managing versions and changelogs. To create a new
+changeset, run in the root folder:
+
+```shell
+pnpm changeset
+```
+
+You will be prompted to choose what packages need their versions bumped, and what kind of bump (major, minor or patch) is needed. Once you carry out this operation, the bumping will be automatic after the PR is merged.
+
+## Publishing (maintainers only)
+
+The [Release Github Action](.github/workflows/release.yml) is automatically generating and updating a
+PR called "Release {version}".
+
+This PR will update the `package.json` and `CHANGELOG.md` files of each package according to
+the current changesets in the [.changeset](.changeset) folder.
+
+If this PR is merged it will automatically add version tags to the repository and publish the updated packages to NPM.

README-turborepo.md

@@ -1,81 +0,0 @@
-# Turborepo starter
-
-This is an official starter Turborepo.
-
-## Using this example
-
-Run the following command:
-
-```sh
-npx create-turbo@latest
-```
-
-## What's inside?
-
-This Turborepo includes the following packages/apps:
-
-### Apps and Packages
-
-- `docs`: a [Next.js](https://nextjs.org/) app
-- `web`: another [Next.js](https://nextjs.org/) app
-- `ui`: a stub React component library shared by both `web` and `docs` applications
-- `eslint-config-custom`: `eslint` configurations (includes `eslint-config-next` and `eslint-config-prettier`)
-- `tsconfig`: `tsconfig.json`s used throughout the monorepo
-
-Each package/app is 100% [TypeScript](https://www.typescriptlang.org/).
-
-### Utilities
-
-This Turborepo has some additional tools already setup for you:
-
-- [TypeScript](https://www.typescriptlang.org/) for static type checking
-- [ESLint](https://eslint.org/) for code linting
-- [Prettier](https://prettier.io) for code formatting
-
-### Build
-
-To build all apps and packages, run the following command:
-
-```
-cd my-turborepo
-pnpm build
-```
-
-### Develop
-
-To develop all apps and packages, run the following command:
-
-```
-cd my-turborepo
-pnpm dev
-```
-
-### Remote Caching
-
-Turborepo can use a technique known as [Remote Caching](https://turbo.build/repo/docs/core-concepts/remote-caching) to share cache artifacts across machines, enabling you to share build caches with your team and CI/CD pipelines.
-
-By default, Turborepo will cache locally. To enable Remote Caching you will need an account with Vercel. If you don't have an account you can [create one](https://vercel.com/signup), then enter the following commands:
-
-```
-cd my-turborepo
-npx turbo login
-```
-
-This will authenticate the Turborepo CLI with your [Vercel account](https://vercel.com/docs/concepts/personal-accounts/overview).
-
-Next, you can link your Turborepo to your Remote Cache by running the following command from the root of your Turborepo:
-
-```
-npx turbo link
-```
-
-## Useful Links
-
-Learn more about the power of Turborepo:
-
-- [Tasks](https://turbo.build/repo/docs/core-concepts/monorepos/running-tasks)
-- [Caching](https://turbo.build/repo/docs/core-concepts/caching)
-- [Remote Caching](https://turbo.build/repo/docs/core-concepts/remote-caching)
-- [Filtering](https://turbo.build/repo/docs/core-concepts/monorepos/filtering)
-- [Configuration Options](https://turbo.build/repo/docs/reference/configuration)
-- [CLI Usage](https://turbo.build/repo/docs/reference/command-line-reference)

README.md

@@ -1,64 +1,96 @@
-# LlamaScript: LlamaIndex for TS/JS
+<p align="center">
+  <img height="100" width="100" alt="LlamaIndex logo" src="https://ts.llamaindex.ai/square.svg" />
+</p>
+<h1 align="center">LlamaIndex.TS</h1>
+<h3 align="center">
+  Data framework for your LLM application.
+</h3>
 
-## Structure
+[![NPM Version](https://img.shields.io/npm/v/llamaindex)](https://www.npmjs.com/package/llamaindex)
+[![NPM License](https://img.shields.io/npm/l/llamaindex)](https://github.com/run-llama/LlamaIndexTS/blob/main/LICENSE)
+[![NPM Downloads](https://img.shields.io/npm/dm/llamaindex)](https://www.npmjs.com/package/llamaindex)
+[![Discord](https://img.shields.io/discord/1059199217496772688)](https://discord.com/invite/eN6D2HQ4aX)
+[![Twitter](https://img.shields.io/twitter/follow/llama_index)](https://x.com/llama_index)
 
-This is a monorepo built with Turborepo
+Use your own data with large language models (LLMs, OpenAI ChatGPT and others) in JS runtime environments with TypeScript support.
 
-Right now there are two packages of importance:
+Documentation: https://ts.llamaindex.ai/
 
-packages/core which is the main NPM library @llamaindex/core
+Try examples online:
 
-apps/simple is where the demo code lives
+[![Open in Stackblitz](https://developer.stackblitz.com/img/open_in_stackblitz.svg)](https://stackblitz.com/github/run-llama/LlamaIndexTS/tree/main/examples)
 
-### Turborepo docs
+## What is LlamaIndex.TS?
 
-You can checkout how Turborepo works using the built in [README-turborepo.md](README-turborepo.md)
+LlamaIndex.TS aims to be a lightweight, easy to use set of libraries to help you integrate large language models into your applications with your own data.
 
-## Getting Started
+## Compatibility
 
-Install NodeJS. Preferably v18 using nvm or n.
+### Multiple JS Environment Support
 
-Inside the llamascript directory:
+LlamaIndex.TS supports multiple JS environments, including:
 
-```
-npm i -g pnpm ts-node
-pnpm install
+- Node.js >= 20 ✅
+- Deno ✅
+- Bun ✅
+- Nitro ✅
+- Vercel Edge Runtime ✅ (with some limitations)
+- Cloudflare Workers ✅ (with some limitations)
+
+For now, browser support is limited due to the lack of support for [AsyncLocalStorage-like APIs](https://github.com/tc39/proposal-async-context)
+
+### Supported LLMs:
+
+- OpenAI LLms
+- Anthropic LLms
+- Groq LLMs
+- Llama2, Llama3, Llama3.1 LLMs
+- MistralAI LLMs
+- Fireworks LLMs
+- DeepSeek LLMs
+- ReplicateAI LLMs
+- TogetherAI LLMs
+- HuggingFace LLms
+- DeepInfra LLMs
+- Gemini LLMs
+
+## Getting started
+
+```shell
+npm install llamaindex
+pnpm install llamaindex
+yarn add llamaindex
 ```
 
-Note: we use pnpm in this repo, which has a lot of the same functionality and CLI options as npm but it does do some things better in a monorepo, like centralizing dependencies and caching.
+### Setup in Node.js, Deno, Bun, TypeScript...?
 
-PNPM's has documentation on its [workspace feature](https://pnpm.io/workspaces) and Turborepo had some [useful documentation also](https://turbo.build/repo/docs/core-concepts/monorepos/running-tasks).
+See our official document: https://ts.llamaindex.ai/docs/llamaindex/getting_started
 
-### Running Typescript
+### Adding provider packages
 
-When we publish to NPM we will have a tsc compiled version of the library in JS. For now, the easiest thing to do is use ts-node.
+In most cases, you'll also need to install provider packages to use LlamaIndexTS. These are for adding AI models, file readers for ingestion or storing documents, e.g. in vector databases.
 
-### Test cases
+For example, to use the OpenAI LLM, you would install the following package:
 
-To run them, run
-
-```
-pnpm run test
+```shell
+npm install @llamaindex/openai
+pnpm install @llamaindex/openai
+yarn add @llamaindex/openai
 ```
 
-To write new test cases write them in packages/core/src/tests
+## Playground
 
-We use Jest https://jestjs.io/ to write our test cases. Jest comes with a bunch of built in assertions using the expect function: https://jestjs.io/docs/expect
+Check out our NextJS playground at https://llama-playground.vercel.app/. The source is available at https://github.com/run-llama/ts-playground
 
-### Demo applications
+## Core concepts for getting started:
 
-You can create new demo applications in the apps folder. Just run pnpm init in the folder after you create it to create its own package.json
+See our documentation: https://ts.llamaindex.ai/docs/llamaindex/getting_started/concepts
 
-### Installing packages
+## Contributing:
 
-To install packages for a specific package or demo application, run
+Please see our [contributing guide](CONTRIBUTING.md) for more information.
+You are highly encouraged to contribute to LlamaIndex.TS!
 
-```
-pnpm add [NPM Package] --filter [package or application i.e. core or simple]
-```
+## Community
 
-To install packages for every package or application run
-
-```
-pnpm add -w [NPM Package]
-```
+Please join our Discord! https://discord.com/invite/eN6D2HQ4aX

apps/docs/.eslintrc.js

@@ -1,4 +0,0 @@
-module.exports = {
-  root: true,
-  extends: ["custom"],
-};

apps/docs/README.md

@@ -1,30 +0,0 @@
-## Getting Started
-
-First, run the development server:
-
-```bash
-yarn dev
-```
-
-Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
-
-You can start editing the page by modifying `pages/index.js`. The page auto-updates as you edit the file.
-
-[API routes](https://nextjs.org/docs/api-routes/introduction) can be accessed on [http://localhost:3000/api/hello](http://localhost:3000/api/hello). This endpoint can be edited in `pages/api/hello.js`.
-
-The `pages/api` directory is mapped to `/api/*`. Files in this directory are treated as [API routes](https://nextjs.org/docs/api-routes/introduction) instead of React pages.
-
-## Learn More
-
-To learn more about Next.js, take a look at the following resources:
-
-- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API.
-- [Learn Next.js](https://nextjs.org/learn/foundations/about-nextjs) - an interactive Next.js tutorial.
-
-You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js/) - your feedback and contributions are welcome!
-
-## Deploy on Vercel
-
-The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_source=github.com&utm_medium=referral&utm_campaign=turborepo-readme) from the creators of Next.js.
-
-Check out our [Next.js deployment documentation](https://nextjs.org/docs/deployment) for more details.

apps/docs/app/layout.tsx

@@ -1,11 +0,0 @@
-export default function RootLayout({
-  children,
-}: {
-  children: React.ReactNode;
-}) {
-  return (
-    <html lang="en">
-      <body>{children}</body>
-    </html>
-  );
-}

apps/docs/app/page.tsx

@@ -1,10 +0,0 @@
-import { Button, Header } from "ui";
-
-export default function Page() {
-  return (
-    <>
-      <Header text="Docs" />
-      <Button />
-    </>
-  );
-}

apps/docs/next-env.d.ts

@@ -1,5 +0,0 @@
-/// <reference types="next" />
-/// <reference types="next/image-types/global" />
-
-// NOTE: This file should not be edited
-// see https://nextjs.org/docs/basic-features/typescript for more information.

apps/docs/next.config.js

@@ -1,4 +0,0 @@
-module.exports = {
-  reactStrictMode: true,
-  transpilePackages: ["ui"],
-};

apps/docs/package.json

@@ -1,25 +0,0 @@
-{
-  "name": "docs",
-  "version": "1.0.0",
-  "private": true,
-  "scripts": {
-    "dev": "next dev --port 3001",
-    "build": "next build",
-    "start": "next start",
-    "lint": "next lint"
-  },
-  "dependencies": {
-    "next": "^13.4.1",
-    "react": "^18.2.0",
-    "react-dom": "^18.2.0",
-    "ui": "workspace:*"
-  },
-  "devDependencies": {
-    "@types/node": "^17.0.12",
-    "@types/react": "^18.0.22",
-    "@types/react-dom": "^18.0.7",
-    "eslint-config-custom": "workspace:*",
-    "tsconfig": "workspace:*",
-    "typescript": "^4.5.3"
-  }
-}

apps/docs/tsconfig.json

@@ -1,8 +0,0 @@
-{
-  "extends": "tsconfig/nextjs.json",
-  "compilerOptions": {
-    "plugins": [{ "name": "next" }]
-  },
-  "include": ["next-env.d.ts", "**/*.ts", "**/*.tsx", ".next/types/**/*.ts"],
-  "exclude": ["node_modules"]
-}

apps/next/.gitignore

@@ -0,0 +1,33 @@
+# deps
+/node_modules
+
+# generated content
+.contentlayer
+.content-collections
+.source
+
+# test & build
+/coverage
+/.next/
+/out/
+/build
+*.tsbuildinfo
+
+# misc
+.DS_Store
+*.pem
+/.pnp
+.pnp.js
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# others
+.env*.local
+.vercel
+next-env.d.ts
+
+# build
+/src/content/docs/cloud/api
+/src/content/docs/api
+./types

apps/next/CLAUDE.md

@@ -0,0 +1,143 @@
+# CLAUDE.md
+
+This file provides guidance to Claude Code (claude.ai/code) when working with the LlamaIndex.TS documentation site.
+
+## Application Overview
+
+This is a Next.js documentation site (`@llamaindex/doc`) that serves as the official documentation for LlamaIndex.TS. It's built using Fumadocs, a modern documentation framework, and includes interactive features, API documentation generation, and AI-powered chat functionality.
+
+## Development Commands
+
+From this directory (`apps/next/`):
+
+- `pnpm dev` - Start development server with Turbo
+- `pnpm build` - Build the documentation site (includes `prebuild` step)
+- `pnpm start` - Start production server
+- `pnpm build:docs` - Generate API documentation from TypeScript source
+- `pnpm validate-links` - Validate all internal and external links
+
+Key build process:
+
+1. `prebuild` runs `build:docs` to generate API documentation using TypeDoc
+2. `build` runs Next.js build process
+3. `postbuild` runs post-processing scripts and link validation
+
+## Architecture
+
+### Framework Stack
+
+- **Next.js 15.3** - React framework with App Router
+- **Fumadocs** - Documentation framework with MDX support
+- **React Server Components** - AI chat functionality with server actions
+- **Tailwind CSS** - Styling with custom design system
+- **TypeScript** - Full type safety
+
+### Key Dependencies
+
+- **Fumadocs ecosystem**: `fumadocs-ui`, `fumadocs-mdx`, `fumadocs-core`, `fumadocs-openapi`
+- **AI features**: `ai` package for React Server Components chat
+- **Code features**: Monaco Editor, Shiki syntax highlighting, Twoslash TypeScript integration
+- **UI components**: Radix UI primitives, Framer Motion animations
+- **Content processing**: MDX, remark/rehype plugins, TypeDoc for API generation
+
+### Directory Structure
+
+**Content Management:**
+
+- `src/content/docs/` - MDX documentation files organized by topic
+- `src/content/docs/api/` - Auto-generated API documentation from TypeScript
+- `scripts/` - Build-time documentation generation and validation
+
+**Application Code:**
+
+- `src/app/` - Next.js App Router pages and API routes
+- `src/components/` - Reusable React components including UI library
+- `src/lib/` - Utilities, constants, and configuration
+
+**Configuration:**
+
+- `source.config.ts` - Fumadocs MDX configuration with plugins
+- `next.config.mjs` - Next.js configuration with MDX integration
+- `tailwind.config.mjs` - Tailwind CSS customization
+
+### Key Features
+
+**Documentation Features:**
+
+- MDX-based content with TypeScript code highlighting
+- Auto-generated API documentation from TypeScript source
+- Interactive code examples with Monaco Editor
+- Math equation support with KaTeX
+- Link validation and build-time checks
+
+**Interactive Features:**
+
+- AI-powered chat interface using React Server Components
+- Code demos with live TypeScript execution
+- Interactive UI components and animations
+- Search functionality across all documentation
+
+**Build Process:**
+
+- TypeDoc generates API documentation from workspace packages
+- Custom scripts transform and validate generated content
+- Link checking ensures all internal/external links work
+- Static site generation with 10-minute timeout for large documentation set
+
+### Configuration Files
+
+**source.config.ts**: Defines MDX processing pipeline with:
+
+- Code highlighting themes (Catppuccin)
+- Twoslash TypeScript integration
+- Remark/rehype plugins for enhanced Markdown
+- Content directories including external docs
+
+**next.config.mjs**: Next.js configuration with:
+
+- Extended static generation timeout (10 minutes)
+- Monaco Editor transpilation
+- Server external packages for build optimization
+- Webpack/Turbopack aliases for browser compatibility
+
+### Content Organization
+
+**Documentation Structure:**
+
+- `/docs/llamaindex/` - Core LlamaIndex.TS documentation
+- `/docs/cloud/` - LlamaCloud integration guides
+- `/docs/api/` - Auto-generated TypeScript API reference
+
+**Content Sources:**
+
+- Local MDX files in `src/content/docs/`
+- External docs from `@llamaindex/workflow-docs` package
+- Generated API docs from TypeScript source
+
+### Development Notes
+
+- Documentation content is sourced from multiple locations including external packages
+- API documentation is regenerated on each build from TypeScript source
+- The site uses advanced MDX features including custom transformers and plugins
+- Build process includes comprehensive link validation
+- Large memory allocation needed for TypeDoc generation (`--max-old-space-size=8192`)
+- Chat functionality uses React Server Components with streaming responses
+
+### AI Chat Integration
+
+The documentation includes an AI chat feature that:
+
+- Uses React Server Components for server-side AI processing
+- Integrates with LlamaIndex.TS packages for demonstrations
+- Provides interactive examples and code generation
+- Streams responses for better user experience
+
+### Content Authoring
+
+When adding new documentation:
+
+- Create MDX files in appropriate `src/content/docs/` subdirectories
+- Follow existing content structure and frontmatter conventions
+- Use Fumadocs MDX features like code blocks, callouts, and tabs
+- API documentation is auto-generated - edit TypeScript source comments instead
+- Run `pnpm validate-links` to check all links before publishing

apps/next/README.md

@@ -0,0 +1,22 @@
+# Docs
+
+This is a Next.js application generated with
+[Create Fumadocs](https://github.com/fuma-nama/fumadocs).
+
+> Note: Before running the development server, make sure to build the whole project first, see [CONTRIBUTING.md](../../CONTRIBUTING.md) for more details.
+
+Run development server:
+
+```bash
+pnpm run dev
+```
+
+## Learn More
+
+To learn more about Next.js and Fumadocs, take a look at the following
+resources:
+
+- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js
+  features and API.
+- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial.
+- [Fumadocs](https://fumadocs.vercel.app) - learn about Fumadocs

apps/next/components.json

@@ -0,0 +1,20 @@
+{
+  "$schema": "https://ui.shadcn.com/schema.json",
+  "style": "new-york",
+  "rsc": true,
+  "tsx": true,
+  "tailwind": {
+    "config": "tailwind.config.js",
+    "css": "app/global.css",
+    "baseColor": "neutral",
+    "cssVariables": true,
+    "prefix": ""
+  },
+  "aliases": {
+    "components": "@/components",
+    "utils": "@/libs/utils",
+    "ui": "@/components/ui",
+    "lib": "@/libs",
+    "hooks": "@/hooks"
+  }
+}

apps/next/fallback.js

@@ -0,0 +1,2 @@
+// fallback for `fs` usage in `web-tree-sitter`
+module.exports = {};

apps/next/next.config.mjs

@@ -0,0 +1,81 @@
+import { createMDX } from "fumadocs-mdx/next";
+const withMDX = createMDX();
+
+/** @type {import('next').NextConfig} */
+const config = {
+  // default timeout for static generation is 60s, but we need to increase it to 10 minutes due to the large number of document pages
+  staticPageGenerationTimeout: 600,
+  reactStrictMode: true,
+  eslint: {
+    ignoreDuringBuilds: true,
+  },
+  transpilePackages: ["monaco-editor"],
+  serverExternalPackages: [
+    "@huggingface/transformers",
+    "twoslash",
+    "typescript",
+  ],
+  async redirects() {
+    return [
+      {
+        source: "/docs/chat-ui/:path*.mdx",
+        destination: "/docs/chat-ui/:path*",
+        permanent: true,
+      },
+      {
+        source: "/docs/workflows/:path*.mdx",
+        destination: "/docs/workflows/:path*",
+        permanent: true,
+      },
+      {
+        source: "/docs/llamaindex/getting_started/installation/node.mdx",
+        destination:
+          "/docs/llamaindex/getting_started/installation/server-apis.mdx",
+        permanent: true,
+      },
+      {
+        source: "/docs/llamaindex/getting_started/installation/typescript.mdx",
+        destination: "/docs/llamaindex/getting_started/installation/index.mdx",
+        permanent: true,
+      },
+      {
+        source: "/docs/llamaindex/getting_started/installation/next.mdx",
+        destination: "/docs/llamaindex/getting_started/installation/nextjs.mdx",
+        permanent: true,
+      },
+      {
+        source: "/docs/llamaindex/getting_started/installation/vite.mdx",
+        destination: "/docs/llamaindex/getting_started/installation/index.mdx",
+        permanent: true,
+      },
+      {
+        source: "/docs/llamaindex/getting_started/installation/cloudflare.mdx",
+        destination:
+          "/docs/llamaindex/getting_started/installation/serverless.mdx",
+        permanent: true,
+      },
+    ];
+  },
+  turbopack: {
+    resolveAlias: {
+      fs: { browser: "./fallback.js" },
+    },
+  },
+  webpack: (config) => {
+    if (Array.isArray(config.target) && config.target.includes("web")) {
+      config.target = ["web", "es2020"];
+    }
+
+    config.resolve.alias = {
+      ...config.resolve.alias,
+      sharp$: false,
+      "onnxruntime-node$": false,
+    };
+    config.resolve.fallback ??= {};
+    config.resolve.fallback.fs = false;
+    config.resolve.alias["replicate"] = false;
+    return config;
+  },
+};
+
+export default withMDX(config);

apps/next/package.json

@@ -0,0 +1,99 @@
+{
+  "name": "@llamaindex/doc",
+  "version": "0.2.45",
+  "private": true,
+  "scripts": {
+    "postinstall": "fumadocs-mdx",
+    "prebuild": "pnpm run build:docs",
+    "build": "next build",
+    "dev": "next dev --turbo",
+    "start": "next start",
+    "postbuild": "tsx scripts/post-build.mts && tsx scripts/validate-links.mts",
+    "build:docs": "cross-env NODE_OPTIONS=\"--max-old-space-size=8192\" typedoc && tsx scripts/generate-docs.mts",
+    "validate-links": "tsx scripts/validate-links.mts"
+  },
+  "dependencies": {
+    "@huggingface/transformers": "^3.5.0",
+    "@icons-pack/react-simple-icons": "^10.1.0",
+    "@llamaindex/chat-ui-docs": "^0.0.5",
+    "@llamaindex/cloud": "workspace:*",
+    "@llamaindex/core": "workspace:*",
+    "@llamaindex/node-parser": "workspace:*",
+    "@llamaindex/openai": "workspace:*",
+    "@llamaindex/readers": "workspace:*",
+    "@llamaindex/workflow": "workspace:*",
+    "@llamaindex/workflow-docs": "0.1.1",
+    "@mdx-js/mdx": "^3.1.0",
+    "@monaco-editor/react": "^4.7.0",
+    "@next/third-parties": "^15.3.4",
+    "@number-flow/react": "^0.3.4",
+    "@radix-ui/react-dialog": "^1.1.2",
+    "@radix-ui/react-icons": "^1.3.2",
+    "@radix-ui/react-label": "^2.1.0",
+    "@radix-ui/react-slider": "^1.2.1",
+    "@radix-ui/react-slot": "^1.1.0",
+    "@radix-ui/react-tooltip": "^1.1.4",
+    "@scalar/api-client-react": "^1.1.25",
+    "@vercel/functions": "^1.5.0",
+    "ai": "^4.3.17",
+    "class-variance-authority": "^0.7.0",
+    "clsx": "2.1.1",
+    "foxact": "^0.2.41",
+    "framer-motion": "^11.11.17",
+    "fumadocs-core": "^15.5.0",
+    "fumadocs-docgen": "^2.0.0",
+    "fumadocs-mdx": "^11.6.6",
+    "fumadocs-openapi": "^9.0.5",
+    "fumadocs-twoslash": "^3.1.3",
+    "fumadocs-typescript": "^4.0.5",
+    "fumadocs-ui": "^15.5.0",
+    "hast-util-to-jsx-runtime": "^2.3.2",
+    "llamaindex": "workspace:*",
+    "lucide-react": "^0.460.0",
+    "next": "^15.3.3",
+    "next-themes": "^0.4.3",
+    "react": "^19.1.0",
+    "react-dom": "^19.1.0",
+    "react-icons": "^5.3.0",
+    "react-use-measure": "^2.1.1",
+    "rehype-katex": "^7.0.1",
+    "remark-math": "^6.0.0",
+    "rimraf": "^6.0.1",
+    "shiki": "^3.1.0",
+    "shiki-magic-move": "^1.0.1",
+    "swr": "^2.2.5",
+    "tailwind-merge": "^2.5.2",
+    "tailwindcss-animate": "^1.0.7",
+    "tree-sitter": "^0.22.1",
+    "tree-sitter-typescript": "^0.23.2",
+    "ts-morph": "^25.0.1",
+    "twoslash": "^0.3.1",
+    "use-stick-to-bottom": "^1.0.42",
+    "web-tree-sitter": "^0.24.4",
+    "zod": "^3.25.76"
+  },
+  "devDependencies": {
+    "@next/env": "^15.3.0",
+    "@tailwindcss/postcss": "^4.0.9",
+    "@types/mdx": "^2.0.13",
+    "@types/node": "24.0.13",
+    "@types/react": "^19.1.8",
+    "@types/react-dom": "^19.1.6",
+    "autoprefixer": "^10.4.20",
+    "cross-env": "^7.0.3",
+    "fast-glob": "^3.3.2",
+    "gray-matter": "^4.0.3",
+    "postcss": "^8.5.6",
+    "raw-loader": "^4.0.2",
+    "remark": "^15.0.1",
+    "remark-gfm": "^4.0.0",
+    "remark-mdx": "^3.1.0",
+    "remark-stringify": "^11.0.0",
+    "tailwindcss": "^4.1.11",
+    "tsx": "^4.20.3",
+    "typedoc": "0.28.3",
+    "typedoc-plugin-markdown": "^4.6.2",
+    "typedoc-plugin-merge-modules": " ^7.0.0",
+    "typescript": "^5.8.3"
+  }
+}

apps/next/postcss.config.mjs

@@ -0,0 +1,5 @@
+export default {
+  plugins: {
+    "@tailwindcss/postcss": {},
+  },
+};

apps/next/public/icons/Amazon_Web_Services_Logo.svg

@@ -0,0 +1,38 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 19.0.1, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
+	 viewBox="0 0 304 182" style="enable-background:new 0 0 304 182;" xml:space="preserve">
+<style type="text/css">
+	.st0{fill:#252F3E;}
+	.st1{fill-rule:evenodd;clip-rule:evenodd;fill:#FF9900;}
+</style>
+<g>
+	<path class="st0" d="M86.4,66.4c0,3.7,0.4,6.7,1.1,8.9c0.8,2.2,1.8,4.6,3.2,7.2c0.5,0.8,0.7,1.6,0.7,2.3c0,1-0.6,2-1.9,3l-6.3,4.2
+		c-0.9,0.6-1.8,0.9-2.6,0.9c-1,0-2-0.5-3-1.4C76.2,90,75,88.4,74,86.8c-1-1.7-2-3.6-3.1-5.9c-7.8,9.2-17.6,13.8-29.4,13.8
+		c-8.4,0-15.1-2.4-20-7.2c-4.9-4.8-7.4-11.2-7.4-19.2c0-8.5,3-15.4,9.1-20.6c6.1-5.2,14.2-7.8,24.5-7.8c3.4,0,6.9,0.3,10.6,0.8
+		c3.7,0.5,7.5,1.3,11.5,2.2v-7.3c0-7.6-1.6-12.9-4.7-16c-3.2-3.1-8.6-4.6-16.3-4.6c-3.5,0-7.1,0.4-10.8,1.3c-3.7,0.9-7.3,2-10.8,3.4
+		c-1.6,0.7-2.8,1.1-3.5,1.3c-0.7,0.2-1.2,0.3-1.6,0.3c-1.4,0-2.1-1-2.1-3.1v-4.9c0-1.6,0.2-2.8,0.7-3.5c0.5-0.7,1.4-1.4,2.8-2.1
+		c3.5-1.8,7.7-3.3,12.6-4.5c4.9-1.3,10.1-1.9,15.6-1.9c11.9,0,20.6,2.7,26.2,8.1c5.5,5.4,8.3,13.6,8.3,24.6V66.4z M45.8,81.6
+		c3.3,0,6.7-0.6,10.3-1.8c3.6-1.2,6.8-3.4,9.5-6.4c1.6-1.9,2.8-4,3.4-6.4c0.6-2.4,1-5.3,1-8.7v-4.2c-2.9-0.7-6-1.3-9.2-1.7
+		c-3.2-0.4-6.3-0.6-9.4-0.6c-6.7,0-11.6,1.3-14.9,4c-3.3,2.7-4.9,6.5-4.9,11.5c0,4.7,1.2,8.2,3.7,10.6
+		C37.7,80.4,41.2,81.6,45.8,81.6z M126.1,92.4c-1.8,0-3-0.3-3.8-1c-0.8-0.6-1.5-2-2.1-3.9L96.7,10.2c-0.6-2-0.9-3.3-0.9-4
+		c0-1.6,0.8-2.5,2.4-2.5h9.8c1.9,0,3.2,0.3,3.9,1c0.8,0.6,1.4,2,2,3.9l16.8,66.2l15.6-66.2c0.5-2,1.1-3.3,1.9-3.9c0.8-0.6,2.2-1,4-1
+		h8c1.9,0,3.2,0.3,4,1c0.8,0.6,1.5,2,1.9,3.9l15.8,67l17.3-67c0.6-2,1.3-3.3,2-3.9c0.8-0.6,2.1-1,3.9-1h9.3c1.6,0,2.5,0.8,2.5,2.5
+		c0,0.5-0.1,1-0.2,1.6c-0.1,0.6-0.3,1.4-0.7,2.5l-24.1,77.3c-0.6,2-1.3,3.3-2.1,3.9c-0.8,0.6-2.1,1-3.8,1h-8.6c-1.9,0-3.2-0.3-4-1
+		c-0.8-0.7-1.5-2-1.9-4L156,23l-15.4,64.4c-0.5,2-1.1,3.3-1.9,4c-0.8,0.7-2.2,1-4,1H126.1z M254.6,95.1c-5.2,0-10.4-0.6-15.4-1.8
+		c-5-1.2-8.9-2.5-11.5-4c-1.6-0.9-2.7-1.9-3.1-2.8c-0.4-0.9-0.6-1.9-0.6-2.8v-5.1c0-2.1,0.8-3.1,2.3-3.1c0.6,0,1.2,0.1,1.8,0.3
+		c0.6,0.2,1.5,0.6,2.5,1c3.4,1.5,7.1,2.7,11,3.5c4,0.8,7.9,1.2,11.9,1.2c6.3,0,11.2-1.1,14.6-3.3c3.4-2.2,5.2-5.4,5.2-9.5
+		c0-2.8-0.9-5.1-2.7-7c-1.8-1.9-5.2-3.6-10.1-5.2L246,52c-7.3-2.3-12.7-5.7-16-10.2c-3.3-4.4-5-9.3-5-14.5c0-4.2,0.9-7.9,2.7-11.1
+		c1.8-3.2,4.2-6,7.2-8.2c3-2.3,6.4-4,10.4-5.2c4-1.2,8.2-1.7,12.6-1.7c2.2,0,4.5,0.1,6.7,0.4c2.3,0.3,4.4,0.7,6.5,1.1
+		c2,0.5,3.9,1,5.7,1.6c1.8,0.6,3.2,1.2,4.2,1.8c1.4,0.8,2.4,1.6,3,2.5c0.6,0.8,0.9,1.9,0.9,3.3v4.7c0,2.1-0.8,3.2-2.3,3.2
+		c-0.8,0-2.1-0.4-3.8-1.2c-5.7-2.6-12.1-3.9-19.2-3.9c-5.7,0-10.2,0.9-13.3,2.8c-3.1,1.9-4.7,4.8-4.7,8.9c0,2.8,1,5.2,3,7.1
+		c2,1.9,5.7,3.8,11,5.5l14.2,4.5c7.2,2.3,12.4,5.5,15.5,9.6c3.1,4.1,4.6,8.8,4.6,14c0,4.3-0.9,8.2-2.6,11.6
+		c-1.8,3.4-4.2,6.4-7.3,8.8c-3.1,2.5-6.8,4.3-11.1,5.6C264.4,94.4,259.7,95.1,254.6,95.1z"/>
+	<g>
+		<path class="st1" d="M273.5,143.7c-32.9,24.3-80.7,37.2-121.8,37.2c-57.6,0-109.5-21.3-148.7-56.7c-3.1-2.8-0.3-6.6,3.4-4.4
+			c42.4,24.6,94.7,39.5,148.8,39.5c36.5,0,76.6-7.6,113.5-23.2C274.2,133.6,278.9,139.7,273.5,143.7z"/>
+		<path class="st1" d="M287.2,128.1c-4.2-5.4-27.8-2.6-38.5-1.3c-3.2,0.4-3.7-2.4-0.8-4.5c18.8-13.2,49.7-9.4,53.3-5
+			c3.6,4.5-1,35.4-18.6,50.2c-2.7,2.3-5.3,1.1-4.1-1.9C282.5,155.7,291.4,133.4,287.2,128.1z"/>
+	</g>
+</g>
+</svg>

apps/next/public/icons/Google_2015_logo.svg

@@ -0,0 +1,2 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 272 92" width="272" height="92"><path fill="#EA4335" d="M115.75 47.18c0 12.77-9.99 22.18-22.25 22.18s-22.25-9.41-22.25-22.18C71.25 34.32 81.24 25 93.5 25s22.25 9.32 22.25 22.18zm-9.74 0c0-7.98-5.79-13.44-12.51-13.44S80.99 39.2 80.99 47.18c0 7.9 5.79 13.44 12.51 13.44s12.51-5.55 12.51-13.44z"/><path fill="#FBBC05" d="M163.75 47.18c0 12.77-9.99 22.18-22.25 22.18s-22.25-9.41-22.25-22.18c0-12.85 9.99-22.18 22.25-22.18s22.25 9.32 22.25 22.18zm-9.74 0c0-7.98-5.79-13.44-12.51-13.44s-12.51 5.46-12.51 13.44c0 7.9 5.79 13.44 12.51 13.44s12.51-5.55 12.51-13.44z"/><path fill="#4285F4" d="M209.75 26.34v39.82c0 16.38-9.66 23.07-21.08 23.07-10.75 0-17.22-7.19-19.66-13.07l8.48-3.53c1.51 3.61 5.21 7.87 11.17 7.87 7.31 0 11.84-4.51 11.84-13v-3.19h-.34c-2.18 2.69-6.38 5.04-11.68 5.04-11.09 0-21.25-9.66-21.25-22.09 0-12.52 10.16-22.26 21.25-22.26 5.29 0 9.49 2.35 11.68 4.96h.34v-3.61h9.25zm-8.56 20.92c0-7.81-5.21-13.52-11.84-13.52-6.72 0-12.35 5.71-12.35 13.52 0 7.73 5.63 13.36 12.35 13.36 6.63 0 11.84-5.63 11.84-13.36z"/><path fill="#34A853" d="M225 3v65h-9.5V3h9.5z"/><path fill="#EA4335" d="M262.02 54.48l7.56 5.04c-2.44 3.61-8.32 9.83-18.48 9.83-12.6 0-22.01-9.74-22.01-22.18 0-13.19 9.49-22.18 20.92-22.18 11.51 0 17.14 9.16 18.98 14.11l1.01 2.52-29.65 12.28c2.27 4.45 5.8 6.72 10.75 6.72 4.96 0 8.4-2.44 10.92-6.14zm-23.27-7.98l19.82-8.23c-1.09-2.77-4.37-4.7-8.23-4.7-4.95 0-11.84 4.37-11.59 12.93z"/><path fill="#4285F4" d="M35.29 41.41V32H67c.31 1.64.47 3.58.47 5.68 0 7.06-1.93 15.79-8.15 22.01-6.05 6.3-13.78 9.66-24.02 9.66C16.32 69.35.36 53.89.36 34.91.36 15.93 16.32.47 35.3.47c10.5 0 17.98 4.12 23.6 9.49l-6.64 6.64c-4.03-3.78-9.49-6.72-16.97-6.72-13.86 0-24.7 11.17-24.7 25.03 0 13.86 10.84 25.03 24.7 25.03 8.99 0 14.11-3.61 17.39-6.89 2.66-2.66 4.41-6.46 5.1-11.65l-22.49.01z"/></svg>

apps/next/public/icons/Groq_Logo.svg

@@ -0,0 +1,654 @@
+<?xml version="1.0" encoding="utf-8"?>
+<!-- Generator: Adobe Illustrator 28.0.0, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
+<!DOCTYPE svg [
+	<!ENTITY ns_extend "http://ns.adobe.com/Extensibility/1.0/">
+	<!ENTITY ns_ai "http://ns.adobe.com/AdobeIllustrator/10.0/">
+	<!ENTITY ns_graphs "http://ns.adobe.com/Graphs/1.0/">
+	<!ENTITY ns_vars "http://ns.adobe.com/Variables/1.0/">
+	<!ENTITY ns_imrep "http://ns.adobe.com/ImageReplacement/1.0/">
+	<!ENTITY ns_sfw "http://ns.adobe.com/SaveForWeb/1.0/">
+	<!ENTITY ns_custom "http://ns.adobe.com/GenericCustomNamespace/1.0/">
+	<!ENTITY ns_adobe_xpath "http://ns.adobe.com/XPath/1.0/">
+]>
+<svg version="1.2" baseProfile="tiny" id="Layer_1" xmlns:x="&ns_extend;" xmlns:i="&ns_ai;" xmlns:graph="&ns_graphs;"
+	 xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 1000 341.5"
+	 overflow="visible" xml:space="preserve">
+<switch>
+	<foreignObject requiredExtensions="&ns_ai;" x="0" y="0" width="1" height="1">
+		<i:aipgfRef  xlink:href="#adobe_illustrator_pgf">
+		</i:aipgfRef>
+	</foreignObject>
+	<g i:extraneous="self">
+		<path d="M556,7.1c-62.1,0-112.4,50.3-112.4,112.4S493.9,232,556,232s112.4-50.3,112.4-112.4c0,0,0,0,0,0
+			C668.3,57.5,618,7.2,556,7.1z M556,189.8c-38.8,0-70.3-31.5-70.3-70.3c0-38.8,31.5-70.3,70.3-70.3c38.8,0,70.3,31.5,70.3,70.3
+			C626.2,158.3,594.7,189.8,556,189.8L556,189.8z"/>
+		<path d="M131.6,6.5C69.5,6,18.7,55.8,18.1,117.9C17.5,180,67.4,230.8,129.5,231.4c0.7,0,1.4,0,2.1,0h37v-42.1h-37
+			c-38.8,0.5-70.6-30.6-71.1-69.4s30.6-70.6,69.4-71.1c0.5,0,1.1,0,1.6,0c38.7,0,70.4,31.5,70.4,70.3l0,0v103.5l0,0
+			c0,38.5-31.3,69.8-69.7,70.3c-18.4-0.2-35.9-7.5-48.9-20.6L53.5,302c20.7,20.8,48.7,32.6,78,32.9l0,0h1.5l0,0
+			c61.3-0.9,110.6-50.6,110.9-111.9V116.2C242.4,55.2,192.5,6.6,131.6,6.5z"/>
+		<path d="M918.6,330.1V116.8c-1.5-61-51.4-109.6-112.4-109.7c-62.1-0.6-112.9,49.3-113.5,111.4S742.1,231.4,804.2,232
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+<path fill-rule="evenodd" clip-rule="evenodd" d="M32.49 51.524L40.7357 56V18.7622L32.7326 14.1433L24.7331 9.52441L16.7299 14.1433L8.73047 18.7622V37.2411L16.7299 41.86L24.7331 46.4793L32.49 41.9996V51.524ZM32.49 32.4789L24.7331 36.9582L16.9761 32.4789V23.524L24.7331 19.0448L32.49 23.524V32.4789Z" fill="#DC244C"/>
+<path d="M24.7361 46.4828V36.9606L17.0195 32.5195V42.0259L24.7361 46.4828Z" fill="url(#paint0_linear_4688_32443)"/>
+</g>
+<defs>
+<linearGradient id="paint0_linear_4688_32443" x1="23.3133" y1="38.7809" x2="15.6239" y2="38.7809" gradientUnits="userSpaceOnUse">
+<stop stop-color="#FF3364"/>
+<stop offset="1" stop-color="#C91540" stop-opacity="0"/>
+</linearGradient>
+<clipPath id="clip0_4688_32443">
+<rect width="166.03" height="56" fill="white" transform="translate(0.484375)"/>
+</clipPath>
+</defs>
+</svg>

apps/next/scripts/generate-docs.mts

@@ -0,0 +1,77 @@
+import {
+  createGenerator,
+  generateFiles as typescriptGenerateFiles,
+} from "fumadocs-typescript";
+import fs from "node:fs";
+import * as path from "node:path";
+import { rimrafSync } from "rimraf";
+
+const generator = createGenerator();
+const out = "./src/content/docs/cloud/api";
+const apiRefOut = "./src/content/docs/api";
+
+// clean generated files
+rimrafSync(out, {
+  filter(v) {
+    return !v.endsWith("index.md") && !v.endsWith("meta.json");
+  },
+});
+
+void typescriptGenerateFiles(generator, {
+  input: ["./src/content/docs/api/**/*.md"],
+  output: (file) => path.resolve(path.dirname(file), path.basename(file)),
+  transformOutput,
+});
+
+function transformOutput(filePath: string, content: string) {
+  const fileName = path.basename(filePath);
+  let title = fileName.split(".")[0];
+  if (title === "index") title = "LlamaIndex API Reference";
+  return `---\ntitle: ${title}\n---\n\n${transformAbsoluteUrl(
+    content.replace(/(?<!\\)\{([^}]+)(?<!\\)}/g, "\\{$1\\}"),
+    filePath,
+  )}`;
+}
+
+/**
+ * Transforms the content by converting relative MD links to absolute docs API links
+ * Example: [text](../type-aliases/TaskHandler.md) -> [text](/docs/api/type-aliases/TaskHandler)
+ * [text](BaseChatEngine.md) -> [text](/docs/api/classes/BaseChatEngine)
+ * [text](BaseVectorStore.md#constructors) -> [text](/docs/api/classes/BaseVectorStore#constructors)
+ * [text](TaskStep.md) -> [text](/docs/api/type-aliases/TaskStep)
+ */
+function transformAbsoluteUrl(content: string, filePath: string) {
+  const group = path.dirname(filePath).split(path.sep).pop();
+  return content.replace(/\]\(([^)]+)\.md([^)]*)\)/g, (_, slug, anchor) => {
+    const slugParts = slug.split("/");
+    const fileName = slugParts[slugParts.length - 1];
+    const fileGroup = slugParts[slugParts.length - 2] ?? group;
+    const result = ["/docs/api", fileGroup, fileName, anchor]
+      .filter(Boolean)
+      .join("/");
+    return `](${result})`;
+  });
+}
+
+// append meta.json for API page
+fs.writeFileSync(
+  path.resolve(apiRefOut, "meta.json"),
+  JSON.stringify(
+    {
+      title: "API Reference",
+      description: "LlamaIndex API Reference",
+      root: true,
+      pages: [
+        "index",
+        "classes",
+        "enumerations",
+        "functions",
+        "interfaces",
+        "type-aliases",
+        "variables",
+      ],
+    },
+    null,
+    2,
+  ),
+);

apps/next/scripts/post-build.mts

@@ -0,0 +1,11 @@
+import env from "@next/env";
+
+import { updateLlamaCloud } from "./update-llamacloud.mjs";
+
+env.loadEnvConfig(process.cwd());
+
+if (process.env.VERCEL_ENV === "production") {
+  updateLlamaCloud().catch((error) => {
+    console.error(error);
+  });
+}

apps/next/scripts/update-llamacloud.mts

@@ -0,0 +1,104 @@
+import { upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut } from "@llamaindex/cloud/api";
+import fg from "fast-glob";
+import { fileGenerator, remarkDocGen, remarkInstall } from "fumadocs-docgen";
+import { remarkAutoTypeTable } from "fumadocs-typescript";
+import matter from "gray-matter";
+import * as fs from "node:fs/promises";
+import path, { relative } from "node:path";
+import { fileURLToPath } from "node:url";
+import { remark } from "remark";
+import remarkGfm from "remark-gfm";
+import remarkMdx from "remark-mdx";
+import remarkStringify from "remark-stringify";
+
+const baseDir = fileURLToPath(new URL("../src/content", import.meta.url));
+
+async function processContent(content: string): Promise<string> {
+  const file = await remark()
+    .use(remarkMdx)
+    .use(remarkGfm)
+    .use(remarkAutoTypeTable)
+    .use(remarkDocGen, { generators: [fileGenerator()] })
+    .use(remarkInstall, { persist: { id: "package-manager" } })
+    .use(remarkStringify)
+    .process(content);
+
+  return String(file);
+}
+
+export async function updateLlamaCloud(): Promise<void> {
+  const apiKey = process.env.LLAMA_CLOUD_API_KEY;
+
+  const index = process.env.LLAMA_CLOUD_PIPELINE_ID;
+
+  if (!apiKey || !index) {
+    console.log("no api key for LlamaCloud found, skipping");
+    return;
+  }
+
+  const files = await fg([
+    "./src/content/docs/**/*.mdx",
+    "!./src/content/docs/cloud/api/**/*",
+  ]);
+
+  const records: {
+    id: string;
+    title: string;
+    description: string;
+    content: string;
+    category: string | undefined;
+  }[] = [];
+
+  console.log("processing documents for AI");
+  const scan = files.map(async (file) => {
+    const fileContent = await fs.readFile(file);
+    const { content, data } = matter(fileContent.toString());
+
+    const dir = path.dirname(file).split(path.sep).at(3);
+    const category = {
+      cloud: "LlamaCloud",
+      llamaindex: "LlamaIndex.TS",
+    }[dir ?? ""];
+
+    if (data._mdx?.mirror) {
+      return;
+    }
+
+    const processed = await processContent(content);
+    const id = relative(baseDir, file);
+    records.push({
+      id,
+      title: data.title as string,
+      description: data.description as string,
+      content: processed,
+      category,
+    });
+  });
+
+  await Promise.all(scan);
+
+  console.log(`added ${records.length} records`);
+
+  await upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut({
+    baseUrl: "https://api.cloud.llamaindex.ai/",
+    body: records.map((record) => ({
+      id: record.id,
+      metadata: {
+        title: record.title,
+        description: record.description,
+        documentUrl: record.id,
+        category: record.category,
+      },
+      text: record.content,
+    })),
+    path: {
+      pipeline_id: index,
+    },
+    throwOnError: true,
+    headers: {
+      Authorization: `Bearer ${apiKey}`,
+    },
+  });
+
+  console.log("done");
+}

apps/next/scripts/validate-links.mts

@@ -0,0 +1,252 @@
+import glob from "fast-glob";
+import fs from "fs";
+import matter from "gray-matter";
+import path from "path";
+
+const CONTENT_DIR = path.join(process.cwd(), "src/content/docs");
+
+// Regular expression to find internal links
+// This captures Markdown links [text](/docs/path) and href attributes href="/docs/path"
+const INTERNAL_LINK_REGEX = /(?:(?:\]\(|\bhref=["'])\/docs\/([^")]+))/g;
+
+// Regular expression to find relative links
+// This captures relative links like [text](./path) or ![alt](../images/image.png)
+const RELATIVE_LINK_REGEX = /(?:\]\()(?:\s*)(?:\.\.?)\//g;
+
+const ALLOWED_LINKS = ["/docs/workflows", "/docs/chat-ui"];
+
+interface LinkValidationResult {
+  file: string;
+  invalidLinks: Array<{ link: string; line: number }>;
+}
+
+interface RelativeLinkResult {
+  file: string;
+  relativeLinks: Array<{ line: number; lineContent: string }>;
+}
+
+/**
+ * Get all valid documentation routes from the content directory
+ */
+async function getValidRoutes(): Promise<Set<string>> {
+  const mdxFiles = await glob("**/*.{md,mdx}", { cwd: CONTENT_DIR });
+
+  const routes = new Set<string>();
+
+  // Add each MDX file as a valid route
+  for (const file of mdxFiles) {
+    // Remove .mdx extension and normalize to route format
+    let route = file.replace(/\.mdx?$/, "");
+
+    // Handle index files
+    if (route.endsWith("/index")) {
+      route = route.replace(/\/index$/, "");
+    } else if (route === "index") {
+      route = "";
+    }
+
+    routes.add(route);
+  }
+
+  return routes;
+}
+
+/**
+ * Extract internal links from a MDX file
+ */
+function extractLinksFromFile(
+  filePath: string,
+): Array<{ link: string; line: number }> {
+  const content = fs.readFileSync(filePath, "utf-8");
+  const { content: mdxContent } = matter(content);
+
+  const lines = mdxContent.split("\n");
+  const links: Array<{ link: string; line: number }> = [];
+
+  lines.forEach((line, lineNumber) => {
+    let match;
+    while ((match = INTERNAL_LINK_REGEX.exec(line)) !== null) {
+      if (match[1]) {
+        links.push({
+          link: match[1],
+          line: lineNumber + 1, // 1-based line numbers
+        });
+      }
+    }
+  });
+
+  return links;
+}
+
+/**
+ * Check if a link is an image link
+ */
+function isImageLink(link: string): boolean {
+  // Check for image extensions
+  const imageExtensions = [".png", ".jpg", ".jpeg", ".gif", ".svg", ".webp"];
+  const hasImageExtension = imageExtensions.some((ext) =>
+    link.toLowerCase().endsWith(ext),
+  );
+
+  // Check for markdown image syntax: ![alt](./path)
+  const isMarkdownImage = link.trim().startsWith("!");
+
+  return hasImageExtension || isMarkdownImage;
+}
+
+/**
+ * Extract relative links from a MDX file
+ */
+function findRelativeLinksInFile(
+  filePath: string,
+): Array<{ line: number; lineContent: string }> {
+  const content = fs.readFileSync(filePath, "utf-8");
+  const { content: mdxContent } = matter(content);
+
+  const lines = mdxContent.split("\n");
+  const relativeLinks: Array<{ line: number; lineContent: string }> = [];
+
+  lines.forEach((line, lineNumber) => {
+    // Check for relative links
+    if (RELATIVE_LINK_REGEX.test(line)) {
+      // Reset the regex lastIndex to start from the beginning of the line
+      RELATIVE_LINK_REGEX.lastIndex = 0;
+
+      // Skip image links
+      if (!isImageLink(line)) {
+        relativeLinks.push({
+          line: lineNumber + 1, // 1-based line numbers
+          lineContent: line.trim(),
+        });
+      }
+    }
+  });
+
+  return relativeLinks;
+}
+
+/**
+ * Find relative links in all MDX files
+ */
+async function findRelativeLinks(): Promise<RelativeLinkResult[]> {
+  const mdxFiles = await glob("**/*.mdx", { cwd: CONTENT_DIR });
+  const results: RelativeLinkResult[] = [];
+
+  for (const file of mdxFiles) {
+    const filePath = path.join(CONTENT_DIR, file);
+    const relativeLinks = findRelativeLinksInFile(filePath);
+
+    if (relativeLinks.length > 0) {
+      results.push({
+        file,
+        relativeLinks,
+      });
+    }
+  }
+
+  return results;
+}
+
+async function validateLinks(): Promise<LinkValidationResult[]> {
+  const mdxFiles = await glob("**/*.mdx", { cwd: CONTENT_DIR });
+  const validRoutes = await getValidRoutes();
+
+  const results: LinkValidationResult[] = [];
+
+  for (const file of mdxFiles) {
+    const filePath = path.join(CONTENT_DIR, file);
+    const links = extractLinksFromFile(filePath);
+
+    const invalidLinks = links.filter(({ link }) => {
+      // Check if the link is in the allowed list
+      if (ALLOWED_LINKS.includes(`/docs/${link}`)) {
+        return false;
+      }
+
+      // Check if the link exists in valid routes
+      // First normalize the link (remove any query string or hash)
+      const baseLink = link.split("?")[0].split("#")[0];
+      // Remove the trailing slash if present.
+      // This works with links like "api/interfaces/MetadataFilter#operator" and "api/interfaces/MetadataFilter/#operator".
+      const normalizedLink = baseLink.endsWith("/")
+        ? baseLink.slice(0, -1)
+        : baseLink;
+
+      // Remove llamaindex/ prefix if it exists as it's the root of the docs
+      let routePath = normalizedLink;
+      if (routePath.startsWith("llamaindex/")) {
+        routePath = routePath.substring("llamaindex/".length);
+      }
+
+      return !validRoutes.has(normalizedLink) && !validRoutes.has(routePath);
+    });
+
+    if (invalidLinks.length > 0) {
+      results.push({
+        file,
+        invalidLinks,
+      });
+    }
+  }
+
+  return results;
+}
+
+/**
+ * Main function to validate links and report errors
+ */
+async function main() {
+  console.log("🔍 Validating links in documentation...");
+
+  try {
+    // Check for invalid internal links
+    const validationResults: LinkValidationResult[] = await validateLinks();
+    // Check for relative links
+    const relativeLinksResults = await findRelativeLinks();
+
+    let hasErrors = false;
+
+    // Report invalid internal links
+    if (validationResults.length > 0) {
+      console.error("❌ Found invalid internal links:");
+      hasErrors = true;
+
+      for (const result of validationResults) {
+        console.error(`\nFile: ${result.file}`);
+
+        for (const { link, line } of result.invalidLinks) {
+          console.error(`  - Line ${line}: /docs/${link}`);
+        }
+      }
+    }
+
+    // Report relative links
+    if (relativeLinksResults.length > 0) {
+      console.error("\n❌ Found relative links (use absolute paths instead):");
+      hasErrors = true;
+
+      for (const result of relativeLinksResults) {
+        console.error(`\nFile: ${result.file}`);
+
+        for (const { line, lineContent } of result.relativeLinks) {
+          console.error(`  - Line ${line}: ${lineContent}`);
+        }
+      }
+    }
+
+    if (hasErrors) {
+      // Exit with error code to fail the build
+      process.exit(1);
+    } else {
+      console.log("✅ All links are valid!");
+    }
+  } catch (error) {
+    console.error("Error validating links:", error);
+    process.exit(1);
+  }
+}
+
+main().catch((error) => {
+  console.error("Unhandled error:", error);
+  process.exit(1);
+});

apps/next/source.config.ts

@@ -0,0 +1,66 @@
+import {
+  rehypeCodeDefaultOptions,
+  remarkStructure,
+} from "fumadocs-core/mdx-plugins";
+import { fileGenerator, remarkDocGen, remarkInstall } from "fumadocs-docgen";
+import { defineConfig, defineDocs } from "fumadocs-mdx/config";
+import { transformerTwoslash } from "fumadocs-twoslash";
+import rehypeKatex from "rehype-katex";
+import remarkMath from "remark-math";
+
+export const docs = defineDocs({
+  dir: [
+    "./src/content/docs",
+    "./node_modules/@llamaindex/workflow-docs",
+    "./node_modules/@llamaindex/chat-ui-docs",
+    // NOTE: When adding external docs (like chat-ui or workflow-docs above),
+    // make sure to also update:
+    // 1. scripts/validate-links.mts - add to ALLOWED_LINKS array
+    // 2. next.config.mjs - add redirect for .mdx files
+    // 3. src/content/docs/meta.json - add to pages array
+  ],
+  docs: {
+    async: true,
+  },
+});
+
+export default defineConfig({
+  lastModifiedTime: "git",
+  mdxOptions: {
+    rehypeCodeOptions: {
+      inline: "tailing-curly-colon",
+      themes: {
+        light: "catppuccin-latte",
+        dark: "catppuccin-mocha",
+      },
+      transformers: [
+        ...(rehypeCodeDefaultOptions.transformers ?? []),
+        transformerTwoslash(),
+        {
+          name: "transformers:remove-notation-escape",
+          code(hast) {
+            for (const line of hast.children) {
+              if (line.type !== "element") continue;
+
+              const lastSpan = line.children.findLast(
+                (v) => v.type === "element",
+              );
+
+              const head = lastSpan?.children[0];
+              if (head?.type !== "text") return;
+
+              head.value = head.value.replace(/\[\\!code/g, "[!code");
+            }
+          },
+        },
+      ],
+    },
+    remarkPlugins: [
+      remarkStructure,
+      remarkMath,
+      [remarkInstall, { persist: { id: "package-manager" } }],
+      [remarkDocGen, { generators: [fileGenerator()] }],
+    ],
+    rehypePlugins: (v) => [rehypeKatex, ...v],
+  },
+});

apps/next/src/actions/index.tsx

@@ -0,0 +1,109 @@
+import { ClientMDXContent } from "@/components/mdx";
+import { BotMessage } from "@/components/message";
+import { Skeleton } from "@/components/ui/skeleton";
+import { LlamaCloudRetriever } from "@/deps/cloud";
+import { ContextChatEngine } from "@llamaindex/core/chat-engine";
+import { Settings } from "@llamaindex/core/global";
+import { ChatMessage } from "@llamaindex/core/llms";
+import { OpenAI } from "@llamaindex/openai";
+import { createAI, createStreamableUI, getMutableAIState } from "ai/rsc";
+import { ReactNode } from "react";
+
+Settings.llm = new OpenAI({
+  model: "gpt-4o",
+});
+
+const retriever = new LlamaCloudRetriever({
+  apiKey: process.env.LLAMA_CLOUD_API_KEY!,
+  baseUrl: "https://api.cloud.llamaindex.ai/",
+
+  pipelineId: process.env.LLAMA_CLOUD_PIPELINE_ID!,
+});
+
+const initialAIState = {
+  messages: [],
+} as {
+  messages: ChatMessage[];
+};
+
+export type UIMessage = {
+  id: number;
+  display: ReactNode;
+};
+
+const initialUIState = {
+  messages: [],
+} as {
+  messages: UIMessage[];
+};
+
+// eslint-disable-next-line @typescript-eslint/no-explicit-any
+const runAsyncFnWithoutBlocking = (fn: (...args: any) => Promise<any>) => {
+  fn().catch((error) => {
+    console.error(error);
+  });
+};
+
+export const AIProvider = createAI({
+  initialAIState,
+  initialUIState,
+  actions: {
+    query: async (message: string): Promise<UIMessage> => {
+      "use server";
+      const chatEngine = new ContextChatEngine({ retriever });
+
+      const id = Date.now();
+      const aiState = getMutableAIState<typeof AIProvider>();
+      aiState.update({
+        ...aiState.get(),
+        messages: [
+          ...aiState.get().messages,
+          {
+            role: "user",
+            content: message,
+          },
+        ],
+      });
+
+      const ui = createStreamableUI(
+        <div className="space-y-2">
+          <Skeleton className="h-4 w-full" />
+          <Skeleton className="h-4 w-full" />
+        </div>,
+      );
+
+      runAsyncFnWithoutBlocking(async () => {
+        const response = await chatEngine.chat({
+          message,
+          chatHistory: aiState.get().messages,
+          stream: true,
+        });
+
+        let content = "";
+
+        for await (const { delta } of response) {
+          content += delta;
+          ui.update(<ClientMDXContent id={id} content={content} />);
+        }
+
+        ui.done();
+
+        aiState.done({
+          ...aiState.get(),
+          messages: [
+            ...aiState.get().messages,
+            {
+              role: "assistant",
+              content,
+            },
+          ],
+        });
+      });
+
+      return {
+        id,
+        display: <BotMessage>{ui.value}</BotMessage>,
+      };
+    },
+  },
+});

apps/next/src/app/(home)/layout.tsx

@@ -0,0 +1,19 @@
+import { baseOptions } from "@/app/layout.config";
+import { Footer } from "@/components/website/Footer";
+import { HomeLayout } from "fumadocs-ui/layouts/home";
+import type { ReactNode } from "react";
+
+export default function Layout({
+  children,
+}: {
+  children: ReactNode;
+}): React.ReactElement {
+  return (
+    <HomeLayout {...baseOptions}>
+      {children}
+      <div className="container">
+        <Footer />
+      </div>
+    </HomeLayout>
+  );
+}

apps/next/src/app/(home)/page.tsx

@@ -0,0 +1,171 @@
+import { CodeBlock } from "@/components/code-block";
+import { Contributing } from "@/components/contribution";
+import { CreateAppAnimation } from "@/components/create-app-animation";
+import { Feature } from "@/components/feature";
+import {
+  InfiniteLLMProviders,
+  InfiniteVectorStoreProviders,
+} from "@/components/infinite-providers";
+import { MagicMove } from "@/components/magic-move";
+import { NpmInstall } from "@/components/npm-install";
+import { Supports } from "@/components/supports";
+import { Button } from "@/components/ui/button";
+import { DOCUMENT_URL } from "@/libs/const";
+import { SiStackblitz } from "@icons-pack/react-simple-icons";
+import { Blocks, Bot, Footprints, Terminal } from "lucide-react";
+import Link from "next/link";
+
+const codes = [
+  `import { openai } from "@llamaindex/openai";
+
+const llm = openai();
+const response = await llm.complete({ prompt: "How are you?" });`,
+  `import { openai } from "@llamaindex/openai";
+
+const llm = openai();
+const response = await llm.chat({
+  messages: [{ content: "Tell me a joke.", role: "user" }],
+});`,
+  `import { agent } from "@llamaindex/workflow";
+import { openai } from "@llamaindex/openai";
+
+const analyseAgent = agent({
+  llm: openai({ model: "gpt-4o" }),
+  tools: [analyseTools],
+  systemPrompt,
+});
+const response = await analyseAgent.run(\`Analyse the given data:
+\${data}\`);`,
+  `import { agent, multiAgent } from "@llamaindex/workflow";
+import { openai } from "@llamaindex/openai";
+
+const analyseAgent = agent({
+  name: "AnalyseAgent",
+  llm: openai({ model: "gpt-4o" }),
+  tools: [analyseTools],
+});
+const reporterAgent = agent({
+  name: "ReporterAgent",
+  llm: openai({ model: "gpt-4o" }),
+  tools: [reporterTools],
+  canHandoffTo: [analyseAgent],
+});
+
+const agents = multiAgent({
+  agents: [analyseAgent, reporterAgent],
+  rootAgent: reporterAgent,
+});
+
+const response = await agents.run(\`Analyse the given data:
+\${data}\`);`,
+];
+
+export default function HomePage() {
+  return (
+    <main className="container mx-auto px-4 py-12">
+      <h1 className="mb-4 text-center text-4xl font-bold md:text-6xl">
+        Build context-augmented web apps using
+        <br /> <span className="text-blue-500">LlamaIndex.TS</span>
+      </h1>
+      <p className="text-fd-muted-foreground mb-12 text-center text-xl">
+        LlamaIndex.TS is the JS/TS version of{" "}
+        <a href="https://llamaindex.ai">LlamaIndex</a>, the framework for
+        building agentic generative AI applications connected to your data.
+      </p>
+      <div className="text-fd-muted-foreground mb-12 text-center text-lg">
+        <span>Designed for building web applications in </span>
+        <Supports />
+      </div>
+
+      <div className="flex flex-wrap justify-center gap-4">
+        <Link href={DOCUMENT_URL}>
+          <Button variant="outline">Get Started</Button>
+        </Link>
+        <NpmInstall />
+        <Link
+          href="https://stackblitz.com/github/run-llama/LlamaIndexTS/tree/main/examples"
+          target="_blank"
+          rel="noreferrer noopener"
+        >
+          <Button className="bg-blue-500 text-white hover:bg-blue-600">
+            <SiStackblitz />
+            Playground
+          </Button>
+        </Link>
+      </div>
+      <div className="mt-4" />
+      <div className="grid grid-cols-1 border-r md:grid-cols-2">
+        <Feature
+          icon={Footprints}
+          subheading="Progressive"
+          heading="From the simplest to the most complex"
+          description="LlamaIndex.TS is designed to be simple to get started, but powerful enough to build complex, agentic AI applications using multi-agents."
+        >
+          <MagicMove
+            placeholder={<CodeBlock lang="ts" code={codes[0]} />}
+            code={codes}
+          />
+        </Feature>
+        <Feature
+          icon={Bot}
+          subheading="Agents"
+          heading="Build agentic RAG applications"
+          description="Truly powerful retrieval-augmented generation applications use agentic techniques, and LlamaIndex.TS makes it easy to build them."
+        >
+          <CodeBlock
+            code={`import { VectorStoreIndex } from "llamaindex";
+import { SimpleDirectoryReader } from "@llamaindex/readers/directory";
+import { openai } from "@llamaindex/openai";
+import { agent } from "@llamaindex/workflow";
+
+// load documents from current directoy into an index
+const reader = new SimpleDirectoryReader();
+const documents = await reader.loadData(currentDir);
+const index = await VectorStoreIndex.fromDocuments(documents);
+
+const myAgent = agent({
+  llm: openai({ model: "gpt-4o" }),
+  tools: [index.queryTool()],
+});
+
+await myAgent.run('...');`}
+            lang="ts"
+          />
+        </Feature>
+        <Feature
+          icon={Blocks}
+          subheading="Providers"
+          heading="LLMs, Data Loaders, Vector Stores and more!"
+          description="LlamaIndex.TS has hundreds of integrations to connect to your data, index it, and query it with LLMs."
+        >
+          <div className="mt-8 flex flex-col gap-8">
+            <div>
+              <h3 className="text-fd-muted-foreground mb-2 text-lg font-semibold">
+                LLMs
+              </h3>
+              <InfiniteLLMProviders />
+            </div>
+            <div>
+              <h3 className="text-fd-muted-foreground mb-2 text-lg font-semibold">
+                Vector Stores
+              </h3>
+              <InfiniteVectorStoreProviders />
+            </div>
+          </div>
+        </Feature>
+        <Feature
+          icon={Terminal}
+          subheading="create-llama CLI"
+          heading="Build a RAG app with a single command"
+          description="A command line tool to generate LlamaIndex apps, the easiest way to get started with LlamaIndex."
+        >
+          <div className="my-6">
+            <CreateAppAnimation />
+          </div>
+        </Feature>
+      </div>
+      <Contributing />
+      <div className="border-b" />
+    </main>
+  );
+}

apps/next/src/app/api/chat/route.ts

@@ -0,0 +1,33 @@
+import { MockLLM } from "@llamaindex/core/llms/mock";
+import { LlamaIndexAdapter, type Message } from "ai";
+import { Settings, SimpleChatEngine, type ChatMessage } from "llamaindex";
+import { NextResponse, type NextRequest } from "next/server";
+
+Settings.llm = new MockLLM(); // config your LLM here
+
+export async function POST(request: NextRequest) {
+  try {
+    const { messages } = (await request.json()) as { messages: Message[] };
+    const userMessage = messages[messages.length - 1];
+    if (!userMessage || userMessage.role !== "user") {
+      return NextResponse.json(
+        { detail: "Last message is not a user message" },
+        { status: 400 },
+      );
+    }
+
+    const chatEngine = new SimpleChatEngine();
+
+    return LlamaIndexAdapter.toDataStreamResponse(
+      await chatEngine.chat({
+        message: userMessage.content,
+        chatHistory: messages as ChatMessage[],
+        stream: true,
+      }),
+      {},
+    );
+  } catch (error) {
+    const detail = (error as Error).message;
+    return NextResponse.json({ detail }, { status: 500 });
+  }
+}

apps/next/src/app/api/search/route.ts

@@ -0,0 +1,12 @@
+import { source } from "@/libs/source";
+import { structure } from "fumadocs-core/mdx-plugins";
+import { createFromSource } from "fumadocs-core/search/server";
+
+// TODO: migrate to another search service, I don't think Vercel can handle that many of documents.
+export const { GET } = createFromSource(source, (page) => ({
+  id: page.file.path,
+  title: page.data.title,
+  description: page.data.description,
+  url: page.url,
+  structuredData: structure(page.data.content),
+}));

apps/next/src/app/docs/[[...slug]]/page.tsx

@@ -0,0 +1,92 @@
+import * as demos from "@/components/demo/lazy";
+import { createMetadata, metadataImage } from "@/libs/metadata";
+import { openapi, source } from "@/libs/source";
+import * as Icons from "@icons-pack/react-simple-icons";
+import { APIPage } from "fumadocs-openapi/ui";
+import { Popup, PopupContent, PopupTrigger } from "fumadocs-twoslash/ui";
+import { createGenerator } from "fumadocs-typescript";
+import { AutoTypeTable } from "fumadocs-typescript/ui";
+import { Accordion, Accordions } from "fumadocs-ui/components/accordion";
+import { Tab, Tabs } from "fumadocs-ui/components/tabs";
+import defaultMdxComponents from "fumadocs-ui/mdx";
+import {
+  DocsBody,
+  DocsDescription,
+  DocsPage,
+  DocsTitle,
+} from "fumadocs-ui/page";
+import { notFound } from "next/navigation";
+
+const generator = createGenerator();
+
+export const revalidate = false;
+
+export default async function Page(props: {
+  params: Promise<{ slug?: string[] }>;
+}) {
+  const params = await props.params;
+  const page = source.getPage(params.slug);
+  if (!page) notFound();
+
+  const { body: MDX, toc, lastModified } = await page.data.load();
+
+  return (
+    <DocsPage
+      toc={toc}
+      full={page.data.full}
+      lastUpdate={lastModified}
+      editOnGithub={{
+        owner: "run-llama",
+        repo: "LlamaIndexTS",
+        sha: "main",
+        path: `apps/next/src/content/docs/${page.file.path}`,
+      }}
+    >
+      <DocsTitle>{page.data.title}</DocsTitle>
+      <DocsDescription>{page.data.description}</DocsDescription>
+      <DocsBody>
+        <MDX
+          components={{
+            ...Icons,
+            ...defaultMdxComponents,
+            ...demos,
+            Accordion,
+            Accordions,
+            APIPage: (props) => <APIPage {...openapi.getAPIPageProps(props)} />,
+            Tab,
+            Tabs,
+            Popup,
+            PopupContent,
+            PopupTrigger,
+            AutoTypeTable: (props) => (
+              <AutoTypeTable generator={generator} {...props} />
+            ),
+          }}
+        />
+      </DocsBody>
+    </DocsPage>
+  );
+}
+
+export async function generateStaticParams() {
+  return source.generateParams();
+}
+
+export async function generateMetadata(props: {
+  params: Promise<{ slug?: string[] }>;
+}) {
+  const params = await props.params;
+  const page = source.getPage(params.slug);
+  if (!page) notFound();
+
+  return createMetadata(
+    metadataImage.withImage(page.slugs, {
+      metadataBase: new URL("https://ts.llamaindex.ai"),
+      title: page.data.title,
+      description: page.data.description,
+      openGraph: {
+        url: `/docs/${page.slugs.join("/")}`,
+      },
+    }),
+  );
+}

apps/next/src/app/docs/layout.tsx

@@ -0,0 +1,20 @@
+import { baseOptions } from "@/app/layout.config";
+import { source } from "@/libs/source";
+import "fumadocs-twoslash/twoslash.css";
+import { DocsLayout } from "fumadocs-ui/layouts/docs";
+import type { ReactNode } from "react";
+
+export default function Layout({ children }: { children: ReactNode }) {
+  return (
+    <DocsLayout
+      tree={source.pageTree}
+      {...baseOptions}
+      links={[]}
+      nav={{
+        ...baseOptions.nav,
+      }}
+    >
+      {children}
+    </DocsLayout>
+  );
+}

apps/next/src/app/global.css

@@ -0,0 +1,97 @@
+@import "tailwindcss";
+@import "fumadocs-ui/css/neutral.css";
+@import "fumadocs-ui/css/preset.css";
+@import "../../node_modules/fumadocs-twoslash/styles/twoslash.css";
+@plugin "tailwindcss-animate";
+@source '../../node_modules/fumadocs-ui/dist/**/*.js';
+@source "../../node_modules/fumadocs-openapi/dist/**/*.js",
+@source '../../node_modules/@llamaindex/chat-ui/dist/**/*.js';
+@config "../../tailwind.config.mjs";
+
+@layer base {
+  :root {
+    --page-max-width: 1840px;
+    --plus-icon: url("data:image/svg+xml;base64,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");
+
+    --color-neutral-000: #ffffff;
+    --color-neutral-100: #f7f6fc;
+    --color-neutral-200: #cac6dd;
+    --color-neutral-400: #757185;
+    --color-neutral-800: #252134;
+    --color-neutral-900: #0e0c15;
+
+    --color-purple-400: #858dff;
+    --color-red-400: #ff776f;
+    --color-green-400: #7adb78;
+    --color-yellow-400: #ffc876;
+    --color-violet-400: #ac6aff;
+    --color-pink-400: #ff98e2;
+
+    --background: 0 0% 100%;
+    --foreground: 0 0% 3.9%;
+    --card: 0 0% 100%;
+    --card-foreground: 0 0% 3.9%;
+    --popover: 0 0% 100%;
+    --popover-foreground: 0 0% 3.9%;
+    --primary: 0 0% 9%;
+    --primary-foreground: 0 0% 98%;
+    --secondary: 0 0% 96.1%;
+    --secondary-foreground: 0 0% 9%;
+    --muted: 0 0% 96.1%;
+    --muted-foreground: 0 0% 45.1%;
+    --accent: 0 0% 96.1%;
+    --accent-foreground: 0 0% 9%;
+    --destructive: 0 84.2% 60.2%;
+    --destructive-foreground: 0 0% 98%;
+    --border: 0 0% 89.8%;
+    --input: 0 0% 89.8%;
+    --ring: 0 0% 3.9%;
+    --chart-1: 12 76% 61%;
+    --chart-2: 173 58% 39%;
+    --chart-3: 197 37% 24%;
+    --chart-4: 43 74% 66%;
+    --chart-5: 27 87% 67%;
+    --radius: 0.5rem;
+  }
+
+  .dark {
+    --color-neutral-000: #0e0c15;
+    --color-neutral-100: #252134;
+    --color-neutral-200: #757185;
+    --color-neutral-400: #cac6dd;
+    --color-neutral-800: #f7f6fc;
+    --color-neutral-900: #ffffff;
+
+    --color-purple-400: #858dff;
+    --color-red-400: #ff776f;
+    --color-green-400: #7adb78;
+    --color-yellow-400: #ffc876;
+    --color-violet-400: #ac6aff;
+    --color-pink-400: #ff98e2;
+
+    --background: 0 0% 3.9%;
+    --foreground: 0 0% 98%;
+    --card: 0 0% 3.9%;
+    --card-foreground: 0 0% 98%;
+    --popover: 0 0% 3.9%;
+    --popover-foreground: 0 0% 98%;
+    --primary: 0 0% 98%;
+    --primary-foreground: 0 0% 9%;
+    --secondary: 0 0% 14.9%;
+    --secondary-foreground: 0 0% 98%;
+    --muted: 0 0% 14.9%;
+    --muted-foreground: 0 0% 63.9%;
+    --accent: 0 0% 14.9%;
+    --accent-foreground: 0 0% 98%;
+    --destructive: 0 62.8% 30.6%;
+    --destructive-foreground: 0 0% 98%;
+    --border: 0 0% 14.9%;
+    --input: 0 0% 14.9%;
+    --ring: 0 0% 83.1%;
+    --chart-1: 220 70% 50%;
+    --chart-2: 160 60% 45%;
+    --chart-3: 30 80% 55%;
+    --chart-4: 280 65% 60%;
+    --chart-5: 340 75% 55%;
+  }
+}

apps/next/src/app/layout.config.tsx

@@ -0,0 +1,45 @@
+import { DOCUMENT_URL } from "@/libs/const";
+import type { BaseLayoutProps } from "fumadocs-ui/layouts/shared";
+import Image from "next/image";
+
+const logo = (
+  <Image
+    src="/logo-large.png"
+    alt="Logo"
+    className="size-8"
+    width={147}
+    height={147}
+  />
+);
+
+/**
+ * Shared layout configurations
+ *
+ * you can configure layouts individually from:
+ * Home Layout: app/(home)/layout.tsx
+ * Docs Layout: app/docs/layout.tsx
+ */
+export const baseOptions: BaseLayoutProps = {
+  nav: {
+    title: logo,
+    transparentMode: "top",
+  },
+  githubUrl: "https://github.com/run-llama/LlamaIndexTS",
+  links: [
+    {
+      text: "TypeScript",
+      url: DOCUMENT_URL,
+      active: "nested-url",
+    },
+    {
+      text: "Python",
+      url: "https://docs.llamaindex.ai",
+      active: "url",
+    },
+    {
+      text: "LlamaCloud",
+      url: "https://docs.cloud.llamaindex.ai/",
+      active: "url",
+    },
+  ],
+};

apps/next/src/app/layout.tsx

@@ -0,0 +1,50 @@
+import { AIProvider } from "@/actions";
+import { TooltipProvider } from "@/components/ui/tooltip";
+import { GoogleAnalytics, GoogleTagManager } from "@next/third-parties/google";
+import { RootProvider } from "fumadocs-ui/provider";
+import { Inter } from "next/font/google";
+import type { ReactNode } from "react";
+import "shiki-magic-move/dist/style.css";
+import "./global.css";
+
+const inter = Inter({
+  subsets: ["latin"],
+});
+
+export default function Layout({ children }: { children: ReactNode }) {
+  return (
+    <html lang="en" className={inter.className} suppressHydrationWarning>
+      <head>
+        <link
+          rel="apple-touch-icon"
+          sizes="180x180"
+          href="/apple-touch-icon.png"
+        />
+        <link
+          rel="icon"
+          type="image/png"
+          sizes="32x32"
+          href="/favicon-32x32.png"
+        />
+        <link
+          rel="icon"
+          type="image/png"
+          sizes="16x16"
+          href="/favicon-16x16.png"
+        />
+        <title>
+          LlamaIndex.TS - Build LLM-powered document agents and workflows
+        </title>
+      </head>
+      <GoogleTagManager gtmId="GTM-WWRFB36R" />
+      <body className="flex min-h-screen flex-col">
+        <TooltipProvider>
+          <AIProvider>
+            <RootProvider>{children}</RootProvider>
+          </AIProvider>
+        </TooltipProvider>
+      </body>
+      <GoogleAnalytics gaId="G-NB9B8LW9W5" />
+    </html>
+  );
+}

apps/next/src/app/llms.txt/route.ts

@@ -0,0 +1,58 @@
+import fg from "fast-glob";
+import { fileGenerator, remarkDocGen, remarkInstall } from "fumadocs-docgen";
+import { remarkInclude } from "fumadocs-mdx/config";
+import { remarkAutoTypeTable } from "fumadocs-typescript";
+import matter from "gray-matter";
+import * as fs from "node:fs/promises";
+import path from "node:path";
+import { remark } from "remark";
+import remarkGfm from "remark-gfm";
+import remarkMdx from "remark-mdx";
+import remarkStringify from "remark-stringify";
+
+export const revalidate = false;
+
+export async function GET() {
+  const files = await fg(["./src/content/docs/**/*.mdx"]);
+
+  const scan = files.map(async (file) => {
+    const fileContent = await fs.readFile(file);
+    const { content, data } = matter(fileContent.toString());
+
+    const dir = path.dirname(file).split(path.sep).at(4);
+    const category = {
+      llamaindex: "LlamaIndexTS Framework",
+      api: "LlamaIndexTS API",
+      cloud: "LlamaCloud Service",
+    }[dir ?? ""];
+
+    const processed = await processContent(file, content);
+    return `file: ${file}
+# ${category}: ${data.title}
+
+${data.description}
+        
+${processed}`;
+  });
+
+  const scanned = await Promise.all(scan);
+
+  return new Response(scanned.join("\n\n"));
+}
+
+async function processContent(path: string, content: string): Promise<string> {
+  const file = await remark()
+    .use(remarkMdx)
+    .use(remarkInclude)
+    .use(remarkGfm)
+    .use(remarkAutoTypeTable)
+    .use(remarkDocGen, { generators: [fileGenerator()] })
+    .use(remarkInstall, { persist: { id: "package-manager" } })
+    .use(remarkStringify)
+    .process({
+      path,
+      value: content,
+    });
+
+  return String(file);
+}

apps/next/src/app/og/[...slug]/og.tsx

@@ -0,0 +1,180 @@
+import type { ImageResponseOptions } from "next/dist/compiled/@vercel/og/types";
+import { ImageResponse } from "next/og";
+import type { ReactElement, ReactNode } from "react";
+
+interface GenerateProps {
+  title: ReactNode;
+  description?: ReactNode;
+  icon?: ReactNode;
+  primaryColor?: string;
+  primaryTextColor?: string;
+  site?: ReactNode;
+}
+
+export function generateOGImage(
+  options: GenerateProps & ImageResponseOptions,
+): ImageResponse {
+  const {
+    title,
+    description,
+    icon,
+    site,
+    primaryColor,
+    primaryTextColor,
+    ...rest
+  } = options;
+
+  return new ImageResponse(
+    generate({
+      title,
+      description,
+      icon,
+      site,
+      primaryTextColor,
+      primaryColor,
+    }),
+    {
+      width: 1200,
+      height: 630,
+      ...rest,
+    },
+  );
+}
+
+export function generate({
+  primaryColor = "rgba(255,150,255,0.5)",
+  primaryTextColor = "rgb(255,150,255)",
+  ...props
+}: GenerateProps): ReactElement {
+  return (
+    <div
+      style={{
+        display: "flex",
+        flexDirection: "column",
+        width: "100%",
+        height: "100%",
+        color: "white",
+        backgroundColor: "#0c0c0c",
+        backgroundImage: `linear-gradient(to right top, ${primaryColor}, ${primaryColor})`,
+      }}
+    >
+      <div
+        style={{
+          display: "flex",
+          flexDirection: "column",
+          width: "100%",
+          height: "100%",
+          padding: "4rem",
+        }}
+      >
+        <div
+          style={{
+            display: "flex",
+            flexDirection: "row",
+            alignItems: "center",
+            gap: "16px",
+            marginBottom: "12px",
+            color: primaryTextColor,
+          }}
+        >
+          {props.icon}
+          <p
+            style={{
+              fontSize: "56px",
+              fontWeight: 600,
+            }}
+          >
+            {props.site}
+          </p>
+        </div>
+
+        <p
+          style={{
+            fontWeight: 800,
+            fontSize: "82px",
+          }}
+        >
+          {props.title}
+        </p>
+        <p
+          style={{
+            fontSize: "52px",
+            color: "rgba(240,240,240,0.7)",
+          }}
+        >
+          {props.description}
+        </p>
+      </div>
+    </div>
+  );
+}
+
+interface GridPatternProps {
+  width?: number;
+  height?: number;
+  x?: number;
+  y?: number;
+  squares?: [x: number, y: number][];
+  strokeDasharray?: number;
+  className?: string;
+}
+
+export function GridPattern({
+  width = 100,
+  height = 100,
+  x = -1,
+  y = -1,
+  squares,
+  strokeDasharray,
+  ...props
+}: GridPatternProps): ReactElement {
+  return (
+    <svg
+      fill="rgba(156, 163, 175, 0.2)"
+      stroke="rgba(156, 163, 175, 0.2)"
+      style={{
+        position: "absolute",
+        width: "100%",
+        height: "100%",
+        top: 0,
+        maskImage: "radial-gradient(circle at 0% 100%, white, transparent)",
+      }}
+      viewBox="0 0 600 400"
+      {...props}
+    >
+      <defs>
+        <pattern
+          id="og-pattern"
+          width={width}
+          height={height}
+          patternUnits="userSpaceOnUse"
+        >
+          <path
+            d={`M.5 ${height.toString()}V.5H${width.toString()}`}
+            fill="none"
+            strokeWidth={1}
+            strokeDasharray={strokeDasharray}
+          />
+        </pattern>
+      </defs>
+      <rect
+        width="600"
+        height="600"
+        strokeWidth={0}
+        fill="url(#og-pattern)"
+        x={x}
+        y={y}
+      />
+      {squares?.map(([itemX, itemY]) => (
+        <rect
+          strokeWidth="0"
+          key={`${itemX.toString()}-${itemY.toString()}`}
+          width={width - 1}
+          height={height}
+          x={itemX * width + 1}
+          y={itemY * (height + 1)}
+        />
+      ))}
+    </svg>
+  );
+}

apps/next/src/components/ai-chat.tsx

@@ -0,0 +1,143 @@
+"use client";
+import type { AIProvider, UIMessage } from "@/actions";
+import { UserMessage } from "@/components/message";
+import { useActions, useUIState } from "ai/rsc";
+import { Info } from "lucide-react";
+import { ButtonHTMLAttributes, useState } from "react";
+import { Alert, AlertDescription, AlertTitle } from "./ui/alert";
+import { Button } from "./ui/button";
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogHeader,
+  DialogOverlay,
+  DialogPortal,
+  DialogTitle,
+  DialogTrigger,
+} from "./ui/dialog";
+import { Textarea } from "./ui/textarea";
+import { Tooltip, TooltipContent, TooltipTrigger } from "./ui/tooltip";
+
+type AITriggerProps = ButtonHTMLAttributes<HTMLButtonElement>;
+
+function ChatList({ messages }: { messages: UIMessage[] }) {
+  if (messages.length === 0) {
+    return null;
+  }
+
+  return (
+    <div className="relative mx-auto w-full px-4">
+      {messages.map((message, index) => (
+        <div key={index} className="pb-4">
+          {message.display}
+        </div>
+      ))}
+    </div>
+  );
+}
+
+export const AITrigger = (props: AITriggerProps) => {
+  const [{ messages }, setUIState] = useUIState<typeof AIProvider>();
+  const { query } = useActions<typeof AIProvider>();
+  const [inputValue, setInputValue] = useState("");
+  return (
+    <Dialog>
+      <DialogTrigger {...props} />
+      <DialogPortal>
+        <DialogOverlay className="bg-fd-background/50 data-[state=closed]:animate-fd-fade-out data-[state=open]:animate-fd-fade-in fixed inset-0 z-50 backdrop-blur-sm" />
+        <DialogContent
+          onOpenAutoFocus={(e) => {
+            document.getElementById("nd-ai-input")?.focus();
+            e.preventDefault();
+          }}
+          className="bg-fd-popover text-fd-popover-foreground data-[state=closed]:animate-fd-dialog-out data-[state=open]:animate-fd-dialog-in fixed left-1/2 z-50 my-[5vh] flex max-h-[90dvh] w-[98vw] max-w-[860px] origin-left -translate-x-1/2 flex-col rounded-lg border shadow-lg focus-visible:outline-none"
+        >
+          <DialogHeader>
+            <DialogTitle className="sr-only">Search AI</DialogTitle>
+            <DialogDescription className="sr-only">
+              Ask AI some questions.
+            </DialogDescription>
+            <Alert>
+              <Info className="size-4" />
+              <AlertTitle>Heads up!</AlertTitle>
+              <AlertDescription>
+                Answers from LlamaCloud may be inaccurate, please use with
+                discretion.
+              </AlertDescription>
+            </Alert>
+          </DialogHeader>
+          <div className="mt-4 flex-grow overflow-scroll">
+            <ChatList messages={messages} />
+          </div>
+          <form
+            className="space-y-4 px-4 py-2"
+            action={async () => {
+              const value = inputValue.trim();
+              setInputValue("");
+              if (!value) return;
+
+              // Add user message UI
+              setUIState((state) => ({
+                ...state,
+                messages: [
+                  ...state.messages,
+                  {
+                    id: Date.now(),
+                    display: <UserMessage>{value}</UserMessage>,
+                  },
+                ],
+              }));
+
+              try {
+                // Submit and get response message
+                const responseMessage = await query(value);
+                setUIState((state) => ({
+                  ...state,
+                  messages: [...state.messages, responseMessage],
+                }));
+              } catch (error) {
+                // You may want to show a toast or trigger an error state.
+                console.error(error);
+              }
+            }}
+          >
+            <div className="flex w-full flex-row items-center gap-2">
+              <Textarea
+                tabIndex={0}
+                placeholder="Ask AI about documentation."
+                className="w-full resize-none bg-transparent px-4 focus-within:outline-none sm:text-sm"
+                onKeyDown={(event) => {
+                  if (event.key === "Enter" && !event.shiftKey) {
+                    event.preventDefault();
+                    event.currentTarget.form?.requestSubmit(null);
+                  }
+                }}
+                autoFocus
+                spellCheck={false}
+                autoComplete="off"
+                autoCorrect="off"
+                name="message"
+                rows={1}
+                value={inputValue}
+                onChange={(e) => setInputValue(e.target.value)}
+              />
+              <Tooltip>
+                <TooltipTrigger asChild>
+                  <Button
+                    type="submit"
+                    size="icon"
+                    disabled={inputValue === ""}
+                  >
+                    <span className="sr-only">Send message</span>
+                  </Button>
+                </TooltipTrigger>
+                <TooltipContent>Send message</TooltipContent>
+              </Tooltip>
+            </div>
+          </form>
+        </DialogContent>
+      </DialogPortal>
+    </Dialog>
+  );
+};

apps/next/src/components/code-block.tsx

@@ -0,0 +1,24 @@
+import { highlight } from "fumadocs-core/highlight";
+import * as Base from "fumadocs-ui/components/codeblock";
+import type { BundledLanguage } from "shiki";
+
+export interface CodeBlockProps {
+  code: string;
+  wrapper?: Base.CodeBlockProps;
+  lang: BundledLanguage;
+}
+
+export async function CodeBlock({ code, lang, wrapper }: CodeBlockProps) {
+  const rendered = await highlight(code, {
+    lang,
+    themes: {
+      light: "github-light",
+      dark: "vesper",
+    },
+    components: {
+      pre: Base.Pre,
+    },
+  });
+
+  return <Base.CodeBlock {...wrapper}>{rendered}</Base.CodeBlock>;
+}

apps/next/src/components/contribution.tsx

@@ -0,0 +1,28 @@
+import ContributorCounter from "@/components/contributor-count";
+import { buttonVariants } from "@/components/ui/button";
+import { cn } from "@/libs/utils";
+import { Heart } from "lucide-react";
+import { ReactElement } from "react";
+
+export function Contributing(): ReactElement {
+  return (
+    <div className="flex flex-col items-center border-x border-t px-4 py-16 text-center">
+      <h2 className="mb-4 text-xl font-semibold sm:text-2xl">
+        Made possible by you <Heart className="inline align-middle" />
+      </h2>
+      <p className="text-fd-muted-foreground mb-4">
+        LlamaIndex.TS is powered by the open source community.
+      </p>
+      <div className="mb-8 flex flex-row items-center gap-2">
+        <a
+          href="https://github.com/run-llama/LlamaIndexTS/graphs/contributors"
+          rel="noreferrer noopener"
+          className={cn(buttonVariants({ variant: "ghost" }))}
+        >
+          See Contributors
+        </a>
+      </div>
+      <ContributorCounter repoOwner="run-llama" repoName="LlamaIndexTS" />
+    </div>
+  );
+}

apps/next/src/components/contributor-count.tsx

@@ -0,0 +1,58 @@
+import { fetchContributors } from "@/libs/get-contributors";
+import { cn } from "@/libs/utils";
+import Image from "next/image";
+import type { HTMLAttributes, ReactElement } from "react";
+
+export interface ContributorCounterProps
+  extends HTMLAttributes<HTMLDivElement> {
+  repoOwner: string;
+  repoName: string;
+  displayCount?: number;
+}
+
+export default async function ContributorCounter({
+  repoOwner,
+  repoName,
+  displayCount = 20,
+  ...props
+}: ContributorCounterProps): Promise<ReactElement> {
+  const contributors = await fetchContributors(repoOwner, repoName);
+  const topContributors = contributors
+    .filter((contributor) => contributor.login !== repoOwner)
+    .slice(0, displayCount);
+
+  return (
+    <div
+      {...props}
+      className={cn("flex flex-col items-center gap-4", props.className)}
+    >
+      <div className="flex flex-row flex-wrap items-center justify-center md:pe-4">
+        {topContributors.map((contributor, i) => (
+          <a
+            key={contributor.login}
+            href={`https://github.com/${contributor.login}`}
+            rel="noreferrer noopener"
+            target="_blank"
+            className="border-fd-background bg-fd-background size-10 overflow-hidden rounded-full border-4 md:-mr-4 md:size-12"
+            style={{
+              zIndex: topContributors.length - i,
+            }}
+          >
+            <Image
+              src={contributor.avatar_url}
+              alt={`${contributor.login}'s avatar`}
+              unoptimized
+              width={48}
+              height={48}
+            />
+          </a>
+        ))}
+        {displayCount < contributors.length ? (
+          <div className="bg-fd-secondary size-12 content-center rounded-full text-center">
+            +{contributors.length - displayCount}
+          </div>
+        ) : null}
+      </div>
+    </div>
+  );
+}

apps/next/src/components/create-app-animation.tsx

@@ -0,0 +1,248 @@
+"use client";
+import { cn } from "@/libs/utils";
+import { TerminalIcon } from "lucide-react";
+import {
+  Fragment,
+  HTMLAttributes,
+  ReactElement,
+  ReactNode,
+  useEffect,
+  useState,
+} from "react";
+import { Input } from "./ui/input";
+
+export function CreateAppAnimation(): React.ReactElement {
+  const installCmd = "npx create-llama@latest";
+  const tickTime = 100;
+  const timeCommandEnter = installCmd.length;
+  const timeCommandRun = timeCommandEnter + 3;
+  const timeCommandEnd = timeCommandRun + 3;
+  const timeWindowOpen = timeCommandEnd + 1;
+  const timeEnd = timeWindowOpen + 1;
+
+  const [tick, setTick] = useState(timeEnd);
+
+  useEffect(() => {
+    const timer = setInterval(() => {
+      setTick((prev) => (prev >= timeEnd ? prev : prev + 1));
+    }, tickTime);
+
+    return () => {
+      clearInterval(timer);
+    };
+  }, [timeEnd]);
+
+  const lines: ReactElement[] = [];
+
+  lines.push(
+    <span key="command_type">
+      {installCmd.substring(0, tick)}
+      {tick < timeCommandEnter && (
+        <div className="inline-block h-3 w-1 animate-pulse bg-white" />
+      )}
+    </span>,
+  );
+
+  if (tick >= timeCommandEnter) {
+    lines.push(<span key="space"> </span>);
+  }
+
+  if (tick > timeCommandRun)
+    lines.push(
+      <Fragment key="command_response">
+        <span className="font-bold">┌ Create Llama</span>
+        <span>│</span>
+        {tick > timeCommandRun + 1 && (
+          <>
+            <span className="font-bold">◇ What is your project named?</span>
+            <span>│ my-app</span>
+          </>
+        )}
+        {tick > timeCommandRun + 2 && (
+          <>
+            <span>│</span>
+            <span className="font-bold">◆ What app do you want to build?</span>
+          </>
+        )}
+        {tick > timeCommandRun + 3 && (
+          <>
+            <span>│ ● Agentic RAG</span>
+            <span>│ ○ Data Scientist</span>
+          </>
+        )}
+      </Fragment>,
+    );
+
+  return (
+    <div
+      className="relative"
+      onMouseEnter={() => {
+        if (tick >= timeEnd) {
+          setTick(0);
+        }
+      }}
+    >
+      {tick > timeWindowOpen && (
+        <LaunchAppWindow className="animate-in fade-in slide-in-from-top-10 absolute bottom-5 right-4 z-10" />
+      )}
+      <pre className="overflow-hidden rounded-xl border text-xs">
+        <div className="flex flex-row items-center gap-2 border-b px-4 py-2">
+          <TerminalIcon className="size-4" />{" "}
+          <span className="font-bold">Terminal</span>
+          <div className="grow" />
+          <div className="size-2 rounded-full bg-red-400" />
+        </div>
+        <div className="from-fd-secondary min-h-[200px] bg-gradient-to-b [mask-image:linear-gradient(to_bottom,white,transparent)]">
+          <code className="grid p-4">{lines}</code>
+        </div>
+      </pre>
+    </div>
+  );
+}
+
+function UserMessage({ children }: { children: ReactNode }) {
+  return (
+    <div className="group relative flex items-start">
+      <div className="bg-background flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm">
+        <IconUser />
+      </div>
+      <div className="ml-4 flex-1 space-y-2 overflow-hidden px-1">
+        {children}
+      </div>
+    </div>
+  );
+}
+
+function BotMessage({
+  children,
+  className,
+}: {
+  children: ReactNode;
+  className?: string;
+}) {
+  return (
+    <div className={cn("group relative flex items-start", className)}>
+      <div className="bg-primary text-primary-foreground flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm">
+        <IconAI />
+      </div>
+      <div className="ml-4 flex-1 space-y-2 overflow-hidden px-1">
+        {children}
+      </div>
+    </div>
+  );
+}
+
+export function ChatExample() {
+  const userMessageFull =
+    "Hello, please summarize the article on the file I uploaded.";
+  const botMessageFull = "Processing...";
+
+  const tickTime = 100;
+  const userMessageDuration = userMessageFull.length;
+  const botMessageDelay = userMessageDuration + 10;
+  const botMessageDuration = botMessageDelay + botMessageFull.length;
+  const totalDuration = botMessageDuration + 10;
+
+  const [tick, setTick] = useState(0);
+
+  useEffect(() => {
+    // Increment tick every tickTime milliseconds
+    const timer = setInterval(() => {
+      setTick((prev) => (prev >= totalDuration ? prev : prev + 1));
+    }, tickTime);
+
+    return () => {
+      clearInterval(timer);
+    };
+  }, [totalDuration]);
+
+  const userMessageLength = Math.min(tick, userMessageFull.length);
+  const botMessageLength = Math.max(
+    0,
+    Math.min(tick - botMessageDelay, botMessageFull.length),
+  );
+
+  return (
+    <div className="max-w-64">
+      <div className="flex flex-col gap-2 px-4">
+        {userMessageLength === userMessageFull.length && (
+          <UserMessage>
+            <span>{userMessageFull}</span>
+          </UserMessage>
+        )}
+        {tick > botMessageDelay && (
+          <BotMessage>
+            <div>
+              <p>
+                {botMessageFull.substring(0, botMessageLength)}
+                {tick - botMessageDelay < botMessageFull.length && (
+                  <span className="inline-block h-3 w-1 animate-pulse bg-white" />
+                )}
+              </p>
+            </div>
+          </BotMessage>
+        )}
+      </div>
+      <Input
+        className="mt-4"
+        value={
+          userMessageFull.substring(0, userMessageLength) === userMessageFull
+            ? ""
+            : userMessageFull.substring(0, userMessageLength)
+        }
+        readOnly
+        placeholder="Input message..."
+      />
+    </div>
+  );
+}
+
+function LaunchAppWindow(
+  props: HTMLAttributes<HTMLDivElement>,
+): React.ReactElement {
+  return (
+    <div
+      {...props}
+      className={cn(
+        "bg-fd-background overflow-hidden rounded-md border shadow-xl",
+        props.className,
+      )}
+    >
+      <div className="bg-fd-muted text-fd-muted-foreground relative flex h-6 flex-row items-center border-b px-4 text-xs">
+        <p className="absolute inset-x-0 text-center">localhost:8080</p>
+      </div>
+      <div className="p-4 text-sm">
+        <ChatExample />
+      </div>
+    </div>
+  );
+}
+
+function IconUser({ className, ...props }: React.ComponentProps<"svg">) {
+  return (
+    <svg
+      xmlns="http://www.w3.org/2000/svg"
+      viewBox="0 0 256 256"
+      fill="currentColor"
+      className={cn("h-4 w-4", className)}
+      {...props}
+    >
+      <path d="M230.92 212c-15.23-26.33-38.7-45.21-66.09-54.16a72 72 0 1 0-73.66 0c-27.39 8.94-50.86 27.82-66.09 54.16a8 8 0 1 0 13.85 8c18.84-32.56 52.14-52 89.07-52s70.23 19.44 89.07 52a8 8 0 1 0 13.85-8ZM72 96a56 56 0 1 1 56 56 56.06 56.06 0 0 1-56-56Z" />
+    </svg>
+  );
+}
+
+function IconAI({ className, ...props }: React.ComponentProps<"svg">) {
+  return (
+    <svg
+      fill="currentColor"
+      viewBox="0 0 256 256"
+      role="img"
+      xmlns="http://www.w3.org/2000/svg"
+      className={cn("h-4 w-4", className)}
+      {...props}
+    >
+      <path d="M197.58,129.06l-51.61-19-19-51.65a15.92,15.92,0,0,0-29.88,0L78.07,110l-51.65,19a15.92,15.92,0,0,0,0,29.88L78,178l19,51.62a15.92,15.92,0,0,0,29.88,0l19-51.61,51.65-19a15.92,15.92,0,0,0,0-29.88ZM140.39,163a15.87,15.87,0,0,0-9.43,9.43l-19,51.46L93,172.39A15.87,15.87,0,0,0,83.61,163h0L32.15,144l51.46-19A15.87,15.87,0,0,0,93,115.61l19-51.46,19,51.46a15.87,15.87,0,0,0,9.43,9.43l51.46,19ZM144,40a8,8,0,0,1,8-8h16V16a8,8,0,0,1,16,0V32h16a8,8,0,0,1,0,16H184V64a8,8,0,0,1-16,0V48H152A8,8,0,0,1,144,40ZM248,88a8,8,0,0,1-8,8h-8v8a8,8,0,0,1-16,0V96h-8a8,8,0,0,1,0-16h8V72a8,8,0,0,1,16,0v8h8A8,8,0,0,1,248,88Z"></path>
+    </svg>
+  );
+}

apps/next/src/components/demo/code-node-parser.tsx

@@ -0,0 +1,171 @@
+"use client";
+import { Label } from "@/components/ui/label";
+import { Skeleton } from "@/components/ui/skeleton";
+import { Slider } from "@/components/ui/slider";
+import { CodeSplitter } from "@llamaindex/node-parser/code";
+import { Editor } from "@monaco-editor/react";
+import { createContextState } from "foxact/context-state";
+import { useIsClient } from "foxact/use-is-client";
+import { useShiki } from "fumadocs-core/highlight/client";
+import { CodeBlock, Pre } from "fumadocs-ui/components/codeblock";
+import { Suspense, use, useMemo } from "react";
+import { StickToBottom, useStickToBottomContext } from "use-stick-to-bottom";
+
+let promise: Promise<CodeSplitter>;
+if (typeof window !== "undefined") {
+  async function run() {
+    const { default: Parser } = await import("web-tree-sitter");
+    await Parser.init({
+      locateFile(scriptName: string) {
+        return "/" + scriptName;
+      },
+    });
+
+    const parser = new Parser();
+    const Lang = await Parser.Language.load("/tree-sitter-typescript.wasm");
+    parser.setLanguage(Lang);
+    return new CodeSplitter({
+      getParser: () => parser,
+      maxChars: 100,
+    });
+  }
+
+  promise = run();
+}
+
+const [SliderProvider, useSlider, useSetSlider] = createContextState(100);
+
+const [CodeProvider, useCode, useSetCode] =
+  createContextState(`interface Person {
+  name: string;
+  age: number;
+}
+
+function greet(person: Person): string {
+  return \`Hello, \${person.name}! You are \${person.age} years old.\`;
+}
+
+const john: Person = {
+  name: "John Doe",
+  age: 30
+};
+
+console.log(greet(john));`);
+
+export const IDE = () => {
+  const codeSplitter = use(promise);
+  const code = useCode();
+  const setCode = useSetCode();
+  const maxChars = useSlider();
+  const useSetMaxChars = useSetSlider();
+  return (
+    <div className="flex max-h-96 flex-col overflow-scroll border-r p-4">
+      <div>
+        <Label>Max Chars {maxChars}</Label>
+        <Slider
+          className="my-4"
+          min={10}
+          max={300}
+          step={10}
+          value={[maxChars]}
+          onValueChange={(value) => {
+            useSetMaxChars(value[0]);
+            codeSplitter.maxChars = value[0];
+          }}
+        />
+      </div>
+      <Editor
+        options={{
+          minimap: {
+            enabled: false,
+          },
+        }}
+        theme="vs-dark"
+        height="100%"
+        width="100%"
+        language="typescript"
+        onChange={(v) => {
+          if (v) setCode(v);
+        }}
+        value={code}
+      />
+    </div>
+  );
+};
+
+const Preview = ({ text }: { text: string }) => {
+  const rendered = useShiki(text, {
+    lang: "ts",
+    components: {
+      pre: (props) => {
+        return <Pre {...props}>{props.children}</Pre>;
+      },
+    },
+  });
+  return <CodeBlock className="m-2 py-0">{rendered}</CodeBlock>;
+};
+
+function ScrollToBottom() {
+  const { isAtBottom, scrollToBottom } = useStickToBottomContext();
+
+  return (
+    !isAtBottom && (
+      <button
+        className="i-ph-arrow-circle-down-fill absolute bottom-0 left-[50%] translate-x-[-50%] rounded-lg text-4xl"
+        onClick={() => scrollToBottom()}
+      />
+    )
+  );
+}
+
+export const NodePreview = () => {
+  const parser = use(promise);
+  const code = useCode();
+  const maxChars = useSlider();
+  const textChunks = useMemo(() => parser.splitText(code), [code, maxChars]);
+  return (
+    <StickToBottom
+      className="relative block max-h-96 overflow-scroll"
+      resize="smooth"
+      initial="smooth"
+    >
+      <StickToBottom.Content>
+        {textChunks.map((chunk, i) => (
+          <Preview key={i} text={chunk} />
+        ))}
+      </StickToBottom.Content>
+      <ScrollToBottom />
+    </StickToBottom>
+  );
+};
+
+export const CodeNodeParserDemo = () => {
+  const isClient = useIsClient();
+  if (!isClient) {
+    return (
+      <div className="my-2 grid max-h-96 w-full grid-cols-1 gap-2 rounded-xl border md:grid-cols-2">
+        <Skeleton className="h-96" />
+        <Skeleton className="h-96" />
+      </div>
+    );
+  }
+  return (
+    <SliderProvider>
+      <CodeProvider>
+        <Suspense
+          fallback={
+            <div className="my-2 grid max-h-96 w-full grid-cols-1 gap-2 rounded-xl border md:grid-cols-2">
+              <Skeleton className="h-96" />
+              <Skeleton className="h-96" />
+            </div>
+          }
+        >
+          <div className="my-2 grid max-h-96 w-full grid-cols-1 gap-2 rounded-xl border md:grid-cols-2">
+            <IDE />
+            <NodePreview />
+          </div>
+        </Suspense>
+      </CodeProvider>
+    </SliderProvider>
+  );
+};

apps/next/src/components/demo/lazy.ts

@@ -0,0 +1,8 @@
+"use client";
+import dynamic from "next/dynamic";
+
+export const CodeNodeParserDemo = dynamic(() =>
+  import("@/components/demo/code-node-parser").then(
+    (mod) => mod.CodeNodeParserDemo,
+  ),
+);

apps/next/src/components/feature.tsx

@@ -0,0 +1,33 @@
+import { cn } from "@/libs/utils";
+import { LucideIcon } from "lucide-react";
+import { HTMLAttributes, ReactElement, ReactNode } from "react";
+
+export function Feature({
+  className,
+  icon: Icon,
+  heading,
+  subheading,
+  description,
+  ...props
+}: HTMLAttributes<HTMLDivElement> & {
+  icon: LucideIcon;
+  subheading: ReactNode;
+  heading: ReactNode;
+  description: ReactNode;
+}): ReactElement {
+  return (
+    <div
+      className={cn("border-l border-t px-6 py-12 md:py-16", className)}
+      {...props}
+    >
+      <div className="text-fd-muted-foreground mb-4 inline-flex items-center gap-2 text-sm font-medium">
+        <Icon className="size-4" />
+        <p>{subheading}</p>
+      </div>
+      <h2 className="mb-2 text-lg font-semibold">{heading}</h2>
+      <p className="text-fd-muted-foreground">{description}</p>
+
+      {props.children}
+    </div>
+  );
+}