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@@ -1,79 +0,0 @@
|
||||
const { join } = require("node:path");
|
||||
|
||||
module.exports = {
|
||||
root: true,
|
||||
extends: [
|
||||
"turbo",
|
||||
"prettier",
|
||||
"plugin:@typescript-eslint/recommended-type-checked-only",
|
||||
],
|
||||
parserOptions: {
|
||||
project: join(__dirname, "tsconfig.eslint.json"),
|
||||
__tsconfigRootDir: __dirname,
|
||||
},
|
||||
settings: {
|
||||
react: {
|
||||
version: "999.999.999",
|
||||
},
|
||||
},
|
||||
rules: {
|
||||
"max-params": ["error", 4],
|
||||
"prefer-const": "error",
|
||||
"@typescript-eslint/no-floating-promises": [
|
||||
"error",
|
||||
{
|
||||
ignoreIIFE: true,
|
||||
},
|
||||
],
|
||||
"no-debugger": "error",
|
||||
"@typescript-eslint/await-thenable": "off",
|
||||
"@typescript-eslint/ban-ts-comment": "off",
|
||||
"@typescript-eslint/ban-types": "off",
|
||||
"no-array-constructor": "off",
|
||||
"@typescript-eslint/no-array-constructor": "off",
|
||||
"@typescript-eslint/no-base-to-string": "off",
|
||||
"@typescript-eslint/no-duplicate-enum-values": "off",
|
||||
"@typescript-eslint/no-duplicate-type-constituents": "off",
|
||||
"@typescript-eslint/no-explicit-any": "off",
|
||||
"@typescript-eslint/no-extra-non-null-assertion": "off",
|
||||
"@typescript-eslint/no-for-in-array": "off",
|
||||
"no-implied-eval": "off",
|
||||
"@typescript-eslint/no-implied-eval": "off",
|
||||
"no-loss-of-precision": "off",
|
||||
"@typescript-eslint/no-loss-of-precision": "off",
|
||||
"@typescript-eslint/no-misused-new": "off",
|
||||
"@typescript-eslint/no-misused-promises": "off",
|
||||
"@typescript-eslint/no-namespace": "off",
|
||||
"@typescript-eslint/no-non-null-asserted-optional-chain": "off",
|
||||
"@typescript-eslint/no-redundant-type-constituents": "off",
|
||||
"@typescript-eslint/no-this-alias": "off",
|
||||
"@typescript-eslint/no-unnecessary-type-assertion": "off",
|
||||
"@typescript-eslint/no-unnecessary-type-constraint": "off",
|
||||
"@typescript-eslint/no-unsafe-argument": "off",
|
||||
"@typescript-eslint/no-unsafe-assignment": "off",
|
||||
"@typescript-eslint/no-unsafe-call": "off",
|
||||
"@typescript-eslint/no-unsafe-declaration-merging": "off",
|
||||
"@typescript-eslint/no-unsafe-enum-comparison": "off",
|
||||
"@typescript-eslint/no-unsafe-member-access": "off",
|
||||
"@typescript-eslint/no-unsafe-return": "off",
|
||||
"no-unused-vars": "off",
|
||||
"@typescript-eslint/no-unused-vars": "off",
|
||||
"@typescript-eslint/no-var-requires": "off",
|
||||
"@typescript-eslint/prefer-as-const": "off",
|
||||
"require-await": "off",
|
||||
"@typescript-eslint/require-await": "off",
|
||||
"@typescript-eslint/restrict-plus-operands": "off",
|
||||
"@typescript-eslint/restrict-template-expressions": "off",
|
||||
"@typescript-eslint/triple-slash-reference": "off",
|
||||
"@typescript-eslint/unbound-method": "off",
|
||||
},
|
||||
overrides: [
|
||||
{
|
||||
files: ["examples/**/*.ts"],
|
||||
rules: {
|
||||
"turbo/no-undeclared-env-vars": "off",
|
||||
},
|
||||
},
|
||||
],
|
||||
ignorePatterns: ["dist/", "lib/", "deps/"],
|
||||
};
|
||||
@@ -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.
|
||||
@@ -25,4 +25,4 @@ jobs:
|
||||
run: pnpm run build
|
||||
|
||||
- name: Pre Release
|
||||
run: pnpx pkg-pr-new publish ./packages/*
|
||||
run: pnpx pkg-pr-new publish --pnpm ./packages/* ./packages/providers/* ./packages/providers/storage/*
|
||||
|
||||
@@ -12,19 +12,33 @@ 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: [18.x, 20.x, 22.x]
|
||||
node-version: [18.x, 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:
|
||||
@@ -39,10 +53,9 @@ jobs:
|
||||
strategy:
|
||||
fail-fast: false
|
||||
matrix:
|
||||
node-version: [18.x, 20.x, 22.x]
|
||||
node-version: [18.x, 20.x, 22.x, 23.x]
|
||||
name: Test on Node.js ${{ matrix.node-version }}
|
||||
runs-on: ubuntu-latest
|
||||
|
||||
steps:
|
||||
- uses: actions/checkout@v4
|
||||
- uses: pnpm/action-setup@v4
|
||||
@@ -70,19 +83,10 @@ jobs:
|
||||
run: pnpm install
|
||||
- name: Build
|
||||
run: pnpm run build
|
||||
- name: Use Build For Examples
|
||||
run: pnpm link ../packages/llamaindex/
|
||||
working-directory: ./examples
|
||||
- name: Run Type Check
|
||||
run: pnpm run type-check
|
||||
- name: Run Circular Dependency Check
|
||||
run: pnpm dlx turbo run circular-check
|
||||
- uses: actions/upload-artifact@v3
|
||||
if: failure()
|
||||
with:
|
||||
name: typecheck-build-dist
|
||||
path: ./packages/llamaindex/dist
|
||||
if-no-files-found: error
|
||||
run: pnpm run circular-check
|
||||
e2e-llamaindex-examples:
|
||||
strategy:
|
||||
fail-fast: false
|
||||
@@ -92,7 +96,9 @@ jobs:
|
||||
- nextjs-agent
|
||||
- nextjs-edge-runtime
|
||||
- nextjs-node-runtime
|
||||
# - waku-query-engine
|
||||
- waku-query-engine
|
||||
- llama-parse-browser
|
||||
- vite-import-llamaindex
|
||||
runs-on: ubuntu-latest
|
||||
name: Build LlamaIndex Example (${{ matrix.packages }})
|
||||
steps:
|
||||
@@ -109,7 +115,31 @@ jobs:
|
||||
run: pnpm run build
|
||||
- name: Build ${{ matrix.packages }}
|
||||
run: pnpm run build
|
||||
working-directory: packages/llamaindex/e2e/examples/${{ matrix.packages }}
|
||||
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
|
||||
@@ -128,21 +158,36 @@ jobs:
|
||||
run: pnpm run build
|
||||
- name: Copy examples
|
||||
run: rsync -rv --exclude=node_modules ./examples ${{ runner.temp }}
|
||||
- name: Pack @llamaindex/cloud
|
||||
run: pnpm pack --pack-destination ${{ runner.temp }}
|
||||
working-directory: packages/cloud
|
||||
- name: Pack @llamaindex/core
|
||||
run: pnpm pack --pack-destination ${{ runner.temp }}
|
||||
working-directory: packages/core
|
||||
- name: Pack @llamaindex/env
|
||||
run: pnpm pack --pack-destination ${{ runner.temp }}
|
||||
working-directory: packages/env
|
||||
- name: Pack llamaindex
|
||||
run: pnpm pack --pack-destination ${{ runner.temp }}
|
||||
working-directory: packages/llamaindex
|
||||
- name: Pack packages
|
||||
run: |
|
||||
for dir in packages/*; do
|
||||
if [ -d "$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
|
||||
|
||||
@@ -1,3 +1 @@
|
||||
pnpm format
|
||||
pnpm lint
|
||||
npx lint-staged
|
||||
pnpm run lint-staged
|
||||
|
||||
@@ -4,3 +4,6 @@ pnpm-lock.yaml
|
||||
lib/
|
||||
dist/
|
||||
.docusaurus/
|
||||
.source/
|
||||
# prttier doesn't support mdx3 we are using
|
||||
*.mdx
|
||||
|
||||
@@ -0,0 +1 @@
|
||||
LlamaIndexTS
|
||||
@@ -13,5 +13,7 @@
|
||||
},
|
||||
"[json]": {
|
||||
"editor.defaultFormatter": "esbenp.prettier-vscode"
|
||||
}
|
||||
},
|
||||
"prettier.prettierPath": "./node_modules/prettier",
|
||||
"prettier.configPath": "prettier.config.mjs"
|
||||
}
|
||||
|
||||
@@ -2,86 +2,65 @@
|
||||
|
||||
## Structure
|
||||
|
||||
This is a monorepo built with Turborepo
|
||||
LlamaIndex.TS uses pnpm monorepo.
|
||||
|
||||
Right now, for first-time contributors, these three packages are of the highest importance:
|
||||
We recommend you to understand the basics of Node.js, TypeScript, pnpm, and of course, LLM before contributing.
|
||||
|
||||
- `packages/llamaindex` which is the main NPM library `llamaindex`
|
||||
- `examples` is where the demo code lives
|
||||
- `apps/docs` is where the code for the documentation of https://ts.llamaindex.ai/ is located
|
||||
There are some important folders in the repository:
|
||||
|
||||
### Turborepo docs
|
||||
|
||||
You can checkout how Turborepo works using the default [README-turborepo.md](/README-turborepo.md)
|
||||
- `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...
|
||||
- `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
|
||||
|
||||
Install NodeJS. Preferably v18 using nvm or n.
|
||||
|
||||
Inside the LlamaIndexTS directory:
|
||||
Make sure you have Node.js LIS (Long-term Support) installed. You can check your Node.js version by running:
|
||||
|
||||
```shell
|
||||
node -v
|
||||
# v20.x.x
|
||||
```
|
||||
npm i -g pnpm ts-node
|
||||
|
||||
### Use pnpm
|
||||
|
||||
```shell
|
||||
corepack enable
|
||||
```
|
||||
|
||||
### Install dependencies
|
||||
|
||||
```shell
|
||||
pnpm install
|
||||
```
|
||||
|
||||
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.
|
||||
### Build the packages
|
||||
|
||||
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).
|
||||
You'll need Turbo to build the packages. If you don't have it, you can run it with `pnpx`.
|
||||
|
||||
### Running Typescript
|
||||
To build all packages, run:
|
||||
|
||||
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.
|
||||
```shell
|
||||
# Build all packages
|
||||
pnpx turbo build --filter "./packages/*"
|
||||
|
||||
### Test cases
|
||||
|
||||
To run them, run
|
||||
|
||||
```
|
||||
pnpm run test
|
||||
```
|
||||
|
||||
To write new test cases write them in [packages/llamaindex/tests](/packages/llamaindex/tests)
|
||||
|
||||
We use Vitest https://vitest.dev to write our test cases. Vitest comes with a bunch of built-in assertions using the expect function: https://vitest.dev/api/expect.html#expect
|
||||
|
||||
### Demo applications
|
||||
|
||||
There is an existing ["example"](/examples/README.md) demos folder with mainly NodeJS scripts. Feel free to add additional demos to that folder. If you would like to try out your changes in the `llamaindex` package with a new demo, you need to run the build command in the README.
|
||||
|
||||
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
|
||||
|
||||
### Installing packages
|
||||
|
||||
To install packages for a specific package or demo application, run
|
||||
|
||||
```
|
||||
pnpm add [NPM Package] --filter [package or application i.e. llamaindex or docs]
|
||||
```
|
||||
|
||||
To install packages for every package or application run
|
||||
|
||||
```
|
||||
pnpm add -w [NPM Package]
|
||||
# Or if you have turbo installed, you can run:
|
||||
turbo build --filter "./packages/*"
|
||||
```
|
||||
|
||||
### Docs
|
||||
|
||||
To contribute to the docs, go to the docs website folder and run the Docusaurus instance.
|
||||
|
||||
```bash
|
||||
cd apps/docs
|
||||
pnpm install
|
||||
pnpm start
|
||||
```
|
||||
|
||||
That should start a webserver which will serve the docs on https://localhost:3000
|
||||
|
||||
Any changes you make should be reflected in the browser. If you need to regenerate the API docs and find that your TSDoc isn't getting the updates, feel free to remove apps/docs/api. It will automatically regenerate itself when you run pnpm start again.
|
||||
See the [docs](./apps/next/README.md) for more information.
|
||||
|
||||
## Changeset
|
||||
|
||||
We use [changesets](https://github.com/changesets/changesets) for managing versions and changelogs. To create a new changeset, run in the root folder:
|
||||
We use [changesets](https://github.com/changesets/changesets) for managing versions and changelogs. To create a new
|
||||
changeset, run in the root folder:
|
||||
|
||||
```
|
||||
pnpm changeset
|
||||
@@ -95,6 +74,6 @@ The [Release Github Action](.github/workflows/release.yml) is automatically gene
|
||||
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.
|
||||
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.
|
||||
|
||||
@@ -1,13 +1,17 @@
|
||||
# LlamaIndex.TS
|
||||
<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>
|
||||
|
||||
[](https://www.npmjs.com/package/llamaindex)
|
||||
[](https://www.npmjs.com/package/llamaindex)
|
||||
[](https://www.npmjs.com/package/llamaindex)
|
||||
[](https://discord.com/invite/eN6D2HQ4aX)
|
||||
|
||||
LlamaIndex is a data framework for your LLM application.
|
||||
|
||||
Use your own data with large language models (LLMs, OpenAI ChatGPT and others) in Typescript and Javascript.
|
||||
Use your own data with large language models (LLMs, OpenAI ChatGPT and others) in JS runtime environments with TypeScript support.
|
||||
|
||||
Documentation: https://ts.llamaindex.ai/
|
||||
|
||||
@@ -19,139 +23,58 @@ Try examples online:
|
||||
|
||||
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.
|
||||
|
||||
## Multiple JS Environment Support
|
||||
## Compatibility
|
||||
|
||||
### Multiple JS Environment Support
|
||||
|
||||
LlamaIndex.TS supports multiple JS environments, including:
|
||||
|
||||
- Node.js (18, 20, 22) ✅
|
||||
- Node.js >= 20 ✅
|
||||
- Deno ✅
|
||||
- Bun ✅
|
||||
- React Server Components (Next.js) ✅
|
||||
- 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
|
||||
jsr install @llamaindex/core
|
||||
```
|
||||
|
||||
### Node.js
|
||||
### Setup in Node.js, Deno, Bun, TypeScript...?
|
||||
|
||||
```ts
|
||||
import fs from "fs/promises";
|
||||
import { Document, VectorStoreIndex } from "llamaindex";
|
||||
See our official document: <https://ts.llamaindex.ai/docs/llamaindex/getting_started/>
|
||||
|
||||
async function main() {
|
||||
// Load essay from abramov.txt in Node
|
||||
const essay = await fs.readFile(
|
||||
"node_modules/llamaindex/examples/abramov.txt",
|
||||
"utf-8",
|
||||
);
|
||||
### Adding provider packages
|
||||
|
||||
// Create Document object with essay
|
||||
const document = new Document({ text: essay });
|
||||
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.
|
||||
|
||||
// Split text and create embeddings. Store them in a VectorStoreIndex
|
||||
const index = await VectorStoreIndex.fromDocuments([document]);
|
||||
For example, to use the OpenAI LLM, you would install the following package:
|
||||
|
||||
// Query the index
|
||||
const queryEngine = index.asQueryEngine();
|
||||
const response = await queryEngine.query({
|
||||
query: "What did the author do in college?",
|
||||
});
|
||||
|
||||
// Output response
|
||||
console.log(response.toString());
|
||||
}
|
||||
|
||||
main();
|
||||
```
|
||||
|
||||
```bash
|
||||
# `pnpm install tsx` before running the script
|
||||
node --import tsx ./main.ts
|
||||
```
|
||||
|
||||
### React Server Component (Next.js, Waku, Redwood.JS...)
|
||||
|
||||
First, you will need to add a llamaindex plugin to your Next.js project.
|
||||
|
||||
```js
|
||||
// next.config.js
|
||||
const withLlamaIndex = require("llamaindex/next");
|
||||
|
||||
module.exports = withLlamaIndex({
|
||||
// your next.js config
|
||||
});
|
||||
```
|
||||
|
||||
You can combine `ai` with `llamaindex` in Next.js with RSC (React Server Components).
|
||||
|
||||
```tsx
|
||||
// src/apps/page.tsx
|
||||
"use client";
|
||||
import { chatWithAgent } from "@/actions";
|
||||
import type { JSX } from "react";
|
||||
import { useFormState } from "react-dom";
|
||||
|
||||
// You can use the Edge runtime in Next.js by adding this line:
|
||||
// export const runtime = "edge";
|
||||
|
||||
export default function Home() {
|
||||
const [ui, action] = useFormState<JSX.Element | null>(async () => {
|
||||
return chatWithAgent("hello!", []);
|
||||
}, null);
|
||||
return (
|
||||
<main>
|
||||
{ui}
|
||||
<form action={action}>
|
||||
<button>Chat</button>
|
||||
</form>
|
||||
</main>
|
||||
);
|
||||
}
|
||||
```
|
||||
|
||||
```tsx
|
||||
// src/actions/index.ts
|
||||
"use server";
|
||||
import { createStreamableUI } from "ai/rsc";
|
||||
import { OpenAIAgent } from "llamaindex";
|
||||
import type { ChatMessage } from "llamaindex/llm/types";
|
||||
|
||||
export async function chatWithAgent(
|
||||
question: string,
|
||||
prevMessages: ChatMessage[] = [],
|
||||
) {
|
||||
const agent = new OpenAIAgent({
|
||||
tools: [
|
||||
// ... adding your tools here
|
||||
],
|
||||
});
|
||||
const responseStream = await agent.chat({
|
||||
stream: true,
|
||||
message: question,
|
||||
chatHistory: prevMessages,
|
||||
});
|
||||
const uiStream = createStreamableUI(<div>loading...</div>);
|
||||
responseStream
|
||||
.pipeTo(
|
||||
new WritableStream({
|
||||
start: () => {
|
||||
uiStream.update("response:");
|
||||
},
|
||||
write: async (message) => {
|
||||
uiStream.append(message.response.delta);
|
||||
},
|
||||
}),
|
||||
)
|
||||
.catch(console.error);
|
||||
return uiStream.value;
|
||||
}
|
||||
```shell
|
||||
npm install @llamaindex/openai
|
||||
pnpm install @llamaindex/openai
|
||||
yarn add @llamaindex/openai
|
||||
```
|
||||
|
||||
## Playground
|
||||
@@ -164,7 +87,7 @@ Check out our NextJS playground at https://llama-playground.vercel.app/. The sou
|
||||
|
||||
- [Node](/packages/llamaindex/src/Node.ts): The basic data building block. Most commonly, these are parts of the document split into manageable pieces that are small enough to be fed into an embedding model and LLM.
|
||||
|
||||
- [Embedding](/packages/llamaindex/src/embeddings/OpenAIEmbedding.ts): Embeddings are sets of floating point numbers which represent the data in a Node. By comparing the similarity of embeddings, we can derive an understanding of the similarity of two pieces of data. One use case is to compare the embedding of a question with the embeddings of our Nodes to see which Nodes may contain the data needed to answer that quesiton. Because the default service context is OpenAI, the default embedding is `OpenAIEmbedding`. If using different models, say through Ollama, use this [Embedding](/packages/llamaindex/src/embeddings/OllamaEmbedding.ts) (see all [here](/packages/llamaindex/src/embeddings)).
|
||||
- [Embedding](/packages/llamaindex/src/embeddings/OpenAIEmbedding.ts): Embeddings are sets of floating point numbers which represent the data in a Node. By comparing the similarity of embeddings, we can derive an understanding of the similarity of two pieces of data. One use case is to compare the embedding of a question with the embeddings of our Nodes to see which Nodes may contain the data needed to answer that question. Because the default service context is OpenAI, the default embedding is `OpenAIEmbedding`. If using different models, say through Ollama, use this [Embedding](/packages/llamaindex/src/embeddings/OllamaEmbedding.ts) (see all [here](/packages/llamaindex/src/embeddings)).
|
||||
|
||||
- [Indices](/packages/llamaindex/src/indices/): Indices store the Nodes and the embeddings of those nodes. QueryEngines retrieve Nodes from these Indices using embedding similarity.
|
||||
|
||||
@@ -174,57 +97,11 @@ Check out our NextJS playground at https://llama-playground.vercel.app/. The sou
|
||||
|
||||
- [SimplePrompt](/packages/llamaindex/src/Prompt.ts): A simple standardized function call definition that takes in inputs and formats them in a template literal. SimplePrompts can be specialized using currying and combined using other SimplePrompt functions.
|
||||
|
||||
## Tips when using in non-Node.js environments
|
||||
|
||||
When you are importing `llamaindex` in a non-Node.js environment(such as React Server Components, Cloudflare Workers, etc.)
|
||||
Some classes are not exported from top-level entry file.
|
||||
|
||||
The reason is that some classes are only compatible with Node.js runtime,(e.g. `PDFReader`) which uses Node.js specific APIs(like `fs`, `child_process`, `crypto`).
|
||||
|
||||
If you need any of those classes, you have to import them instead directly though their file path in the package.
|
||||
Here's an example for importing the `PineconeVectorStore` class:
|
||||
|
||||
```typescript
|
||||
import { PineconeVectorStore } from "llamaindex/storage/vectorStore/PineconeVectorStore";
|
||||
```
|
||||
|
||||
As the `PDFReader` is not working with the Edge runtime, here's how to use the `SimpleDirectoryReader` with the `LlamaParseReader` to load PDFs:
|
||||
|
||||
```typescript
|
||||
import { SimpleDirectoryReader } from "llamaindex/readers/SimpleDirectoryReader";
|
||||
import { LlamaParseReader } from "llamaindex/readers/LlamaParseReader";
|
||||
|
||||
export const DATA_DIR = "./data";
|
||||
|
||||
export async function getDocuments() {
|
||||
const reader = new SimpleDirectoryReader();
|
||||
// Load PDFs using LlamaParseReader
|
||||
return await reader.loadData({
|
||||
directoryPath: DATA_DIR,
|
||||
fileExtToReader: {
|
||||
pdf: new LlamaParseReader({ resultType: "markdown" }),
|
||||
},
|
||||
});
|
||||
}
|
||||
```
|
||||
|
||||
> _Note_: Reader classes have to be added explictly to the `fileExtToReader` map in the Edge version of the `SimpleDirectoryReader`.
|
||||
|
||||
You'll find a complete example with LlamaIndexTS here: https://github.com/run-llama/create_llama_projects/tree/main/nextjs-edge-llamaparse
|
||||
|
||||
## Supported LLMs:
|
||||
|
||||
- OpenAI GPT-3.5-turbo and GPT-4
|
||||
- Anthropic Claude 3 (Opus, Sonnet, and Haiku) and the legacy models (Claude 2 and Instant)
|
||||
- Groq LLMs
|
||||
- Llama2/3 Chat LLMs (70B, 13B, and 7B parameters)
|
||||
- MistralAI Chat LLMs
|
||||
- Fireworks Chat LLMs
|
||||
|
||||
## Contributing:
|
||||
|
||||
We are in the very early days of LlamaIndex.TS. If you’re interested in hacking on it with us check out our [contributing guide](/CONTRIBUTING.md)
|
||||
Please see our [contributing guide](CONTRIBUTING.md) for more information.
|
||||
You are highly encouraged to contribute to LlamaIndex.TS!
|
||||
|
||||
## Bugs? Questions?
|
||||
## Community
|
||||
|
||||
Please join our Discord! https://discord.com/invite/eN6D2HQ4aX
|
||||
|
||||
@@ -1,6 +0,0 @@
|
||||
---
|
||||
"llamaindex": minor
|
||||
"docs": minor
|
||||
---
|
||||
|
||||
Add deepseek llm class
|
||||
@@ -1,21 +0,0 @@
|
||||
# Dependencies
|
||||
/node_modules
|
||||
|
||||
# Production
|
||||
/build
|
||||
|
||||
# Generated files
|
||||
.docusaurus
|
||||
.cache-loader
|
||||
lib
|
||||
|
||||
# Misc
|
||||
.DS_Store
|
||||
.env.local
|
||||
.env.development.local
|
||||
.env.test.local
|
||||
.env.production.local
|
||||
|
||||
npm-debug.log*
|
||||
yarn-debug.log*
|
||||
yarn-error.log*
|
||||
@@ -1,421 +0,0 @@
|
||||
# docs
|
||||
|
||||
## 0.0.51
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 086b940: feat: add DeepSeek LLM
|
||||
- 5d5716b: feat: add a reader for JSON data
|
||||
- Updated dependencies [086b940]
|
||||
- Updated dependencies [5d5716b]
|
||||
- Updated dependencies [91d02a4]
|
||||
- Updated dependencies [fb6db45]
|
||||
- llamaindex@0.5.10
|
||||
|
||||
## 0.0.50
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [15962b3]
|
||||
- llamaindex@0.5.9
|
||||
|
||||
## 0.0.49
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d5ba08]
|
||||
- Updated dependencies [d917cdc]
|
||||
- llamaindex@0.5.8
|
||||
|
||||
## 0.0.48
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ec59acd]
|
||||
- llamaindex@0.5.7
|
||||
|
||||
## 0.0.47
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [2562244]
|
||||
- Updated dependencies [325aa51]
|
||||
- Updated dependencies [ab700ea]
|
||||
- Updated dependencies [92f0782]
|
||||
- Updated dependencies [6cf6ae6]
|
||||
- Updated dependencies [b7cfe5b]
|
||||
- llamaindex@0.5.6
|
||||
|
||||
## 0.0.46
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [b974eea]
|
||||
- llamaindex@0.5.5
|
||||
|
||||
## 0.0.45
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [1a65ead]
|
||||
- llamaindex@0.5.4
|
||||
|
||||
## 0.0.44
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [9bbbc67]
|
||||
- Updated dependencies [b3681bf]
|
||||
- llamaindex@0.5.3
|
||||
|
||||
## 0.0.43
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.5.2
|
||||
|
||||
## 0.0.42
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 2774681: Add mixedbread's embeddings and reranking API
|
||||
- Updated dependencies [2774681]
|
||||
- Updated dependencies [a0f424e]
|
||||
- llamaindex@0.5.1
|
||||
|
||||
## 0.0.41
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 36ddec4: fix: typo in custom page separator parameter for LlamaParse
|
||||
- Updated dependencies [16ef5dd]
|
||||
- Updated dependencies [16ef5dd]
|
||||
- Updated dependencies [36ddec4]
|
||||
- llamaindex@0.5.0
|
||||
- @llamaindex/examples@0.0.7
|
||||
|
||||
## 0.0.40
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- llamaindex@0.4.14
|
||||
|
||||
## 0.0.39
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [e8f8bea]
|
||||
- Updated dependencies [304484b]
|
||||
- llamaindex@0.4.13
|
||||
|
||||
## 0.0.38
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [f326ab8]
|
||||
- llamaindex@0.4.12
|
||||
|
||||
## 0.0.37
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [8bf5b4a]
|
||||
- llamaindex@0.4.11
|
||||
|
||||
## 0.0.36
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [7dce3d2]
|
||||
- llamaindex@0.4.10
|
||||
|
||||
## 0.0.35
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3a96a48]
|
||||
- llamaindex@0.4.9
|
||||
|
||||
## 0.0.34
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [83ebdfb]
|
||||
- llamaindex@0.4.8
|
||||
|
||||
## 0.0.33
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [41fe871]
|
||||
- Updated dependencies [321c39d]
|
||||
- Updated dependencies [f7f1af0]
|
||||
- llamaindex@0.4.7
|
||||
|
||||
## 0.0.32
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [1feb23b]
|
||||
- Updated dependencies [08c55ec]
|
||||
- llamaindex@0.4.6
|
||||
|
||||
## 0.0.31
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6c3e5d0]
|
||||
- llamaindex@0.4.5
|
||||
|
||||
## 0.0.30
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [42eb73a]
|
||||
- llamaindex@0.4.4
|
||||
|
||||
## 0.0.29
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [2ef62a9]
|
||||
- llamaindex@0.4.3
|
||||
- @llamaindex/examples@0.0.6
|
||||
|
||||
## 0.0.28
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [a87a4d1]
|
||||
- Updated dependencies [0730140]
|
||||
- llamaindex@0.4.2
|
||||
|
||||
## 0.0.27
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3c47910]
|
||||
- Updated dependencies [ed467a9]
|
||||
- Updated dependencies [cba5406]
|
||||
- llamaindex@0.4.1
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- b1a4a74: docs: updated Bedrock Opus region and added a basic README
|
||||
- Updated dependencies [436bc41]
|
||||
- Updated dependencies [a44e54f]
|
||||
- Updated dependencies [a51ed8d]
|
||||
- Updated dependencies [d3b635b]
|
||||
- llamaindex@0.4.0
|
||||
- @llamaindex/examples@0.0.5
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6bc5bdd]
|
||||
- Updated dependencies [bf25ff6]
|
||||
- Updated dependencies [e6d6576]
|
||||
- llamaindex@0.3.17
|
||||
|
||||
## 0.0.24
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 631f000: feat: DeepInfra LLM implementation
|
||||
- 8832669: Community bedrock support added
|
||||
- a29d835: setDocumentHash should be async
|
||||
- Updated dependencies [11ae926]
|
||||
- Updated dependencies [631f000]
|
||||
- Updated dependencies [1378ec4]
|
||||
- Updated dependencies [6b1ded4]
|
||||
- Updated dependencies [4d4bd85]
|
||||
- Updated dependencies [24a9d1e]
|
||||
- Updated dependencies [45952de]
|
||||
- Updated dependencies [54230f0]
|
||||
- Updated dependencies [a29d835]
|
||||
- Updated dependencies [73819bf]
|
||||
- llamaindex@0.3.16
|
||||
|
||||
## 0.0.23
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6e156ed]
|
||||
- Updated dependencies [265976d]
|
||||
- Updated dependencies [8e26f75]
|
||||
- llamaindex@0.3.15
|
||||
|
||||
## 0.0.22
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6ff7576]
|
||||
- Updated dependencies [94543de]
|
||||
- llamaindex@0.3.14
|
||||
|
||||
## 0.0.21
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [1b1081b]
|
||||
- Updated dependencies [37525df]
|
||||
- Updated dependencies [660a2b3]
|
||||
- Updated dependencies [a1f2475]
|
||||
- llamaindex@0.3.13
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [34fb1d8]
|
||||
- llamaindex@0.3.12
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [e072c45]
|
||||
- Updated dependencies [9e133ac]
|
||||
- Updated dependencies [447105a]
|
||||
- Updated dependencies [320be3f]
|
||||
- llamaindex@0.3.11
|
||||
|
||||
## 0.0.18
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [4aba02e]
|
||||
- llamaindex@0.3.10
|
||||
|
||||
## 0.0.17
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [c3747d0]
|
||||
- llamaindex@0.3.9
|
||||
|
||||
## 0.0.16
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ce94780]
|
||||
- llamaindex@0.3.8
|
||||
|
||||
## 0.0.15
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [b6a6606]
|
||||
- Updated dependencies [b6a6606]
|
||||
- llamaindex@0.3.7
|
||||
|
||||
## 0.0.14
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [efa326a]
|
||||
- llamaindex@0.3.6
|
||||
|
||||
## 0.0.13
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [bc7a11c]
|
||||
- Updated dependencies [2fe2b81]
|
||||
- Updated dependencies [5596e31]
|
||||
- Updated dependencies [e74fe88]
|
||||
- Updated dependencies [be5df5b]
|
||||
- llamaindex@0.3.5
|
||||
|
||||
## 0.0.12
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [1dce275]
|
||||
- Updated dependencies [d10533e]
|
||||
- Updated dependencies [2008efe]
|
||||
- Updated dependencies [5e61934]
|
||||
- Updated dependencies [9e74a43]
|
||||
- Updated dependencies [ee719a1]
|
||||
- llamaindex@0.3.4
|
||||
|
||||
## 0.0.11
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [e8c41c5]
|
||||
- llamaindex@0.3.3
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [61103b6]
|
||||
- llamaindex@0.3.2
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [46227f2]
|
||||
- llamaindex@0.3.1
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5016f21]
|
||||
- llamaindex@0.3.0
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6277105]
|
||||
- llamaindex@0.2.13
|
||||
|
||||
## 0.0.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [d8d952d]
|
||||
- llamaindex@0.2.12
|
||||
|
||||
## 0.0.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [87142b2]
|
||||
- Updated dependencies [5a6cc0e]
|
||||
- Updated dependencies [87142b2]
|
||||
- llamaindex@0.2.11
|
||||
|
||||
## 0.0.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5116ad8]
|
||||
- @llamaindex/env@0.0.5
|
||||
|
||||
## 0.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 09bf27a: Add Groq LLM to LlamaIndex
|
||||
- Updated dependencies [cf87f84]
|
||||
- @llamaindex/env@0.0.4
|
||||
|
||||
## 0.0.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 0f64084: docs: update API references
|
||||
|
||||
## 0.0.1
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 3154f52: chore: add qdrant readme
|
||||
@@ -1,47 +0,0 @@
|
||||
# Website
|
||||
|
||||
This website is built using [Docusaurus 2](https://docusaurus.io/), a modern static website generator.
|
||||
|
||||
### Installation
|
||||
|
||||
```
|
||||
$ pnpm
|
||||
```
|
||||
|
||||
### Local Development
|
||||
|
||||
```
|
||||
$ pnpm start
|
||||
```
|
||||
|
||||
This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server.
|
||||
|
||||
However, the searchbar may not function with `yarn start`. Instead, run `yarn build` and launch a server:
|
||||
|
||||
```
|
||||
$ npx http-server ./build
|
||||
```
|
||||
|
||||
### Build
|
||||
|
||||
```
|
||||
$ pnpm build
|
||||
```
|
||||
|
||||
This command generates static content into the `build` directory and can be served using any static contents hosting service.
|
||||
|
||||
### Deployment
|
||||
|
||||
Using SSH:
|
||||
|
||||
```
|
||||
$ USE_SSH=true pnpm deploy
|
||||
```
|
||||
|
||||
Not using SSH:
|
||||
|
||||
```
|
||||
$ GIT_USER=<Your GitHub username> pnpm deploy
|
||||
```
|
||||
|
||||
If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the `gh-pages` branch.
|
||||
@@ -1,3 +0,0 @@
|
||||
module.exports = {
|
||||
presets: [require.resolve("@docusaurus/core/lib/babel/preset")],
|
||||
};
|
||||
@@ -1,493 +0,0 @@
|
||||
---
|
||||
title: LlamaIndexTS v0.3.0
|
||||
description: This is my first post on Docusaurus.
|
||||
slug: welcome-llamaindexts-v0.3
|
||||
authors:
|
||||
- name: Alex Yang
|
||||
title: LlamaIndexTS maintainer, Node.js Member
|
||||
url: https://github.com/himself65
|
||||
image_url: https://github.com/himself65.png
|
||||
tags: [llamaindex, agent]
|
||||
hide_table_of_contents: false
|
||||
---
|
||||
|
||||
- [What's new in LlamaIndexTS v0.3.0](#whats-new-in-llamaindexts-v030)
|
||||
- [Improvement in LlamaIndexTS v0.3.0](#improvement-in-llamaindexts-v030)
|
||||
- [What's the next?](#whats-the-next)
|
||||
|
||||
## What's new in LlamaIndexTS v0.3.0
|
||||
|
||||
## Agents
|
||||
|
||||
In this release, we've not only ported the Agent module from the LlamaIndex Python version but have significantly
|
||||
enhanced it to be more powerful and user-friendly for JavaScript/TypeScript applications.
|
||||
|
||||
Starting from v0.3.0, we are introducing multiple agents specifically designed for RAG applications, including:
|
||||
|
||||
- `OpenAIAgent`
|
||||
- `AnthropicAgent`
|
||||
- `ReActAgent`:
|
||||
|
||||
```ts
|
||||
import { OpenAIAgent } from "llamaindex";
|
||||
import { tools } from "./tools";
|
||||
|
||||
const agent = new OpenAIAgent({
|
||||
tools: [...tools],
|
||||
});
|
||||
const { response } = await agent.chat({
|
||||
message: "What is weather today?",
|
||||
stream: false,
|
||||
});
|
||||
|
||||
console.log(response.message.content);
|
||||
```
|
||||
|
||||
We are also introducing the abstract AgentRunner class, which allows you to create your own agent by simply implementing
|
||||
the task handler.
|
||||
|
||||
```ts
|
||||
import { AgentRunner, OpenAI } from "llamaindex";
|
||||
|
||||
class MyLLM extends OpenAI {}
|
||||
|
||||
export class MyAgentWorker extends AgentWorker<MyLLM> {
|
||||
taskHandler = MyAgent.taskHandler;
|
||||
}
|
||||
|
||||
export class MyAgent extends AgentRunner<MyLLM> {
|
||||
constructor(params: Params) {
|
||||
super({
|
||||
llm: params.llm,
|
||||
chatHistory: params.chatHistory ?? [],
|
||||
systemPrompt: params.systemPrompt ?? null,
|
||||
runner: new MyAgentWorker(),
|
||||
tools:
|
||||
"tools" in params
|
||||
? params.tools
|
||||
: params.toolRetriever.retrieve.bind(params.toolRetriever),
|
||||
});
|
||||
}
|
||||
|
||||
// create store is a function to create a store for each task, by default it only includes `messages` and `toolOutputs`
|
||||
createStore = AgentRunner.defaultCreateStore;
|
||||
|
||||
static taskHandler: TaskHandler<Anthropic> = async (step, enqueueOutput) => {
|
||||
const { llm, stream } = step.context;
|
||||
// initialize the input
|
||||
const response = await llm.chat({
|
||||
stream,
|
||||
messages: step.context.store.messages,
|
||||
});
|
||||
// store the response for next task step
|
||||
step.context.store.messages = [
|
||||
...step.context.store.messages,
|
||||
response.message,
|
||||
];
|
||||
// your logic here to decide whether to continue the task
|
||||
const shouldContinue = Math.random(); /* <-- replace with your logic here */
|
||||
enqueueOutput({
|
||||
taskStep: step,
|
||||
output: response,
|
||||
isLast: !shouldContinue,
|
||||
});
|
||||
if (shouldContinue) {
|
||||
const content = await someHeavyFunctionCall();
|
||||
// if you want to continue the task, you can insert your new context for the next task step
|
||||
step.context.store.messages = [
|
||||
...step.context.store.messages,
|
||||
{
|
||||
content,
|
||||
role: "user",
|
||||
},
|
||||
];
|
||||
}
|
||||
};
|
||||
}
|
||||
```
|
||||
|
||||
### Web Stream API for Streaming response
|
||||
|
||||
Web Stream is a web standard utilized in many modern web frameworks and libraries (like React 19, Deno, Node 22). We
|
||||
have migrated streaming responses to Web Stream to ensure broader compatibility.
|
||||
|
||||
For instance, you can use the streaming response in a simple HTTP Server:
|
||||
|
||||
```ts
|
||||
import { createServer } from "http";
|
||||
import { OpenAIAgent } from "llamaindex";
|
||||
import { OpenAIStream, streamToResponse } from "ai";
|
||||
import { tools } from "./tools";
|
||||
|
||||
const agent = new OpenAIAgent({
|
||||
tools: [...tools],
|
||||
});
|
||||
|
||||
const server = createServer(async (req, res) => {
|
||||
const response = await agent.chat({
|
||||
message: "What is weather today?",
|
||||
stream: true,
|
||||
});
|
||||
|
||||
// Transform the response into a string readable stream
|
||||
const stream: ReadableStream<string> = response.pipeThrough(
|
||||
new TransformStream({
|
||||
transform: (chunk, controller) => {
|
||||
controller.enqueue(chunk.response.delta);
|
||||
},
|
||||
}),
|
||||
);
|
||||
|
||||
// Pipe the stream to the response
|
||||
streamToResponse(stream, res);
|
||||
});
|
||||
|
||||
server.listen(3000);
|
||||
```
|
||||
|
||||
Or it can be integrated into React Server Components (RSC) in Next.js:
|
||||
|
||||
```tsx
|
||||
// app/actions/index.tsx
|
||||
"use server";
|
||||
import { createStreamableUI } from "ai/rsc";
|
||||
import { OpenAIAgent } from "llamaindex";
|
||||
import type { ChatMessage } from "llamaindex/llm/types";
|
||||
|
||||
export async function chatWithAgent(
|
||||
question: string,
|
||||
prevMessages: ChatMessage[] = [],
|
||||
) {
|
||||
const agent = new OpenAIAgent({
|
||||
tools: [],
|
||||
});
|
||||
const responseStream = await agent.chat({
|
||||
stream: true,
|
||||
message: question,
|
||||
chatHistory: prevMessages,
|
||||
});
|
||||
const uiStream = createStreamableUI(<div>loading...</div>);
|
||||
responseStream
|
||||
.pipeTo(
|
||||
new WritableStream({
|
||||
start: () => {
|
||||
uiStream.update("response:");
|
||||
},
|
||||
write: async (message) => {
|
||||
uiStream.append(message.response.delta);
|
||||
},
|
||||
}),
|
||||
)
|
||||
.catch(uiStream.error);
|
||||
return uiStream.value;
|
||||
}
|
||||
```
|
||||
|
||||
```tsx
|
||||
// app/src/page.tsx
|
||||
"use client";
|
||||
import { chatWithAgent } from "@/actions";
|
||||
import type { JSX } from "react";
|
||||
import { useFormState } from "react-dom";
|
||||
|
||||
export const runtime = "edge";
|
||||
|
||||
export default function Home() {
|
||||
const [state, action] = useFormState<JSX.Element | null>(async () => {
|
||||
return chatWithAgent("hello!", []);
|
||||
}, null);
|
||||
return (
|
||||
<main>
|
||||
{state}
|
||||
<form action={action}>
|
||||
<button>Chat</button>
|
||||
</form>
|
||||
</main>
|
||||
);
|
||||
}
|
||||
```
|
||||
|
||||
## Improvement in LlamaIndexTS v0.3.0
|
||||
|
||||
### Better TypeScript support
|
||||
|
||||
We have made significant improvements to the type system to ensure that all code is thoroughly checked before it is
|
||||
published. This ongoing enhancement has already resulted in better module reliability and developer experience.
|
||||
|
||||
For example, we have improved `FunctionTool` type with generic support:
|
||||
|
||||
```ts
|
||||
type Input = {
|
||||
a: number;
|
||||
b: number;
|
||||
};
|
||||
|
||||
const sumNumbers = FunctionTool.from<Input>(
|
||||
({ a, b }) => `${a + b}`, // a and b will be checked as number
|
||||
// JSON schema will be an error if you type wrong.
|
||||
{
|
||||
name: "sumNumbers",
|
||||
description: "Use this function to sum two numbers",
|
||||
parameters: {
|
||||
type: "object",
|
||||
properties: {
|
||||
a: {
|
||||
type: "number",
|
||||
description: "The first number",
|
||||
},
|
||||
b: {
|
||||
type: "number",
|
||||
description: "The second number",
|
||||
},
|
||||
},
|
||||
required: ["a", "b"],
|
||||
},
|
||||
},
|
||||
);
|
||||
```
|
||||
|
||||

|
||||
|
||||
### Better Next.js, Deno, Cloudflare Worker, and Waku(Vite) support
|
||||
|
||||
In addition to Node.js, LlamaIndexTS now offers enhanced support for Next.js, Deno, and Cloudflare Workers, making it
|
||||
more versatile across different platforms.
|
||||
|
||||
For now, you can install llamaindex and directly import it into your existing Next.js, Deno or Cloudflare Worker project
|
||||
**without any extra configuration**.
|
||||
|
||||
#### [Deno](https://deno.com/)
|
||||
|
||||
You can use LlamaIndexTS in Deno by installation through JSR:
|
||||
|
||||
```sh
|
||||
jsr add @llamaindex/core
|
||||
```
|
||||
|
||||
#### [Cloudflare Worker](https://developers.cloudflare.com/workers/)
|
||||
|
||||
For Cloudflare Workers, here is a starter template:
|
||||
|
||||
```typescript
|
||||
export default {
|
||||
async fetch(
|
||||
request: Request,
|
||||
env: Env,
|
||||
ctx: ExecutionContext,
|
||||
): Promise<Response> {
|
||||
const { setEnvs } = await import("@llamaindex/env");
|
||||
setEnvs(env);
|
||||
const { OpenAIAgent } = await import("llamaindex");
|
||||
const agent = new OpenAIAgent({
|
||||
tools: [],
|
||||
});
|
||||
const responseStream = await agent.chat({
|
||||
stream: true,
|
||||
message: "Hello? What is the weather today?",
|
||||
});
|
||||
const textEncoder = new TextEncoder();
|
||||
const response = responseStream.pipeThrough(
|
||||
new TransformStream({
|
||||
transform: (chunk, controller) => {
|
||||
controller.enqueue(textEncoder.encode(chunk.response.delta));
|
||||
},
|
||||
}),
|
||||
);
|
||||
return new Response(response);
|
||||
},
|
||||
};
|
||||
```
|
||||
|
||||
### [Waku (Vite)](https://waku.gg/)
|
||||
|
||||
Waku powered by Vite is a minimal React framework that supports multiple JS environments, including Deno, Cloudflare, and
|
||||
Node.js.
|
||||
|
||||
You can use LlamaIndexTS with Node.js output to enable full Node.js support with React.
|
||||
|
||||
```sh
|
||||
npm install llamaindex
|
||||
```
|
||||
|
||||
```ts
|
||||
// file: src/actions.ts
|
||||
"use server";
|
||||
import { Document, VectorStoreIndex } from "llamaindex";
|
||||
import { readFile } from "node:fs/promises";
|
||||
|
||||
const path = "node_modules/llamaindex/examples/abramov.txt";
|
||||
|
||||
const essay = await readFile(path, "utf-8");
|
||||
|
||||
// Create Document object with essay
|
||||
const document = new Document({ text: essay, id_: path });
|
||||
|
||||
// Split text and create embeddings. Store them in a VectorStoreIndex
|
||||
const index = await VectorStoreIndex.fromDocuments([document]);
|
||||
|
||||
const queryEngine = index.asQueryEngine();
|
||||
|
||||
export async function chatWithAI(question: string): Promise<string> {
|
||||
const { response } = await queryEngine.query({ query: question });
|
||||
return response;
|
||||
}
|
||||
```
|
||||
|
||||
```tsx
|
||||
// file: src/pages/index.tsx
|
||||
import { chatWithAI } from "./actions";
|
||||
|
||||
export default async function HomePage() {
|
||||
return (
|
||||
<div>
|
||||
<Chat askQuestion={chatWithAI} />
|
||||
</div>
|
||||
);
|
||||
}
|
||||
```
|
||||
|
||||
```tsx
|
||||
// file: src/components/Chat.tsx
|
||||
"use client";
|
||||
|
||||
export type ChatProps = {
|
||||
askQuestion: (question: string) => Promise<string>;
|
||||
};
|
||||
|
||||
export const Chat = (props: ChatProps) => {
|
||||
const [response, setResponse] = useState<string | null>(null);
|
||||
|
||||
return (
|
||||
<section className="border-blue-400 -mx-4 mt-4 rounded border border-dashed p-4">
|
||||
<h2 className="text-lg font-bold">Chat with AI</h2>
|
||||
{response ? (
|
||||
<p className="text-sm text-gray-600 max-w-sm">{response}</p>
|
||||
) : null}
|
||||
<form
|
||||
action={async (formData) => {
|
||||
const question = formData.get("question") as string | null;
|
||||
if (question) {
|
||||
setResponse(await props.askQuestion(question));
|
||||
}
|
||||
}}
|
||||
>
|
||||
<input
|
||||
type="text"
|
||||
name="question"
|
||||
className="border border-gray-400 rounded-sm px-2 py-0.5 text-sm"
|
||||
/>
|
||||
<button className="rounded-sm bg-black px-2 py-0.5 text-sm text-white">
|
||||
Ask
|
||||
</button>
|
||||
</form>
|
||||
</section>
|
||||
);
|
||||
};
|
||||
```
|
||||
|
||||
```shell
|
||||
waku dev # development mode
|
||||
waku build # build for production
|
||||
waku start # start the production server
|
||||
```
|
||||
|
||||
Note that not all the modules are supported in all JS environments because of
|
||||
lack of the file system, network API,
|
||||
and incompatibility with the Node.js API by upstream dependencies.
|
||||
|
||||
But we are trying to make it more compatible with all the environments.
|
||||
|
||||
## What's the next?
|
||||
|
||||
As we continue to develop LlamaIndexTS, our focus remains on providing more comprehensive and powerful tools for
|
||||
creating custom agents.
|
||||
|
||||
### Align with the Python `llama-index`
|
||||
|
||||
We aim to align LlamaIndexTS with the Python version to ensure API consistency and ease of use for developers familiar
|
||||
with the Python ecosystem.
|
||||
|
||||
### Align with the Web Standard and JS development
|
||||
|
||||
Not all python APIs are compatible and easy to use in JavaScript/TypeScript.
|
||||
We are trying to make the API more compatible with the Web Standard and JavaScript modern development.
|
||||
|
||||
### More Agents
|
||||
|
||||
Future releases will introduce more agents from the Python Llama-Index and explore APIs tailored to real-world use
|
||||
cases.
|
||||
|
||||
### 🧪 `@llamaindex/tool`
|
||||
|
||||
We are exploring innovative ways to create tools for agents. The `@llamaindex/tool` library allows you to transform any
|
||||
function into a tool for an agent, simplifying the development process and reducing runtime costs.
|
||||
|
||||
```ts
|
||||
export function getWeather(city: string) {
|
||||
return `The weather in ${city} is sunny.`;
|
||||
}
|
||||
|
||||
// you don't need to worry about the shcema with different llm tools
|
||||
export function getTemperature(city: string) {
|
||||
return `The temperature in ${city} is 25°C.`;
|
||||
}
|
||||
|
||||
export function getCurrentCity() {
|
||||
return "New York";
|
||||
}
|
||||
```
|
||||
|
||||
These functions can be easily integrated into your applications, such as Next.js:
|
||||
|
||||
```ts
|
||||
"use server";
|
||||
import { OpenAI } from "openai";
|
||||
import { getTools } from "@llamaindex/tool";
|
||||
|
||||
export async function chat(message: string) {
|
||||
const openai = new OpenAI();
|
||||
openai.chat.completions.create({
|
||||
messages: [
|
||||
{
|
||||
role: "user",
|
||||
content: "What is the weather in the current city?",
|
||||
},
|
||||
],
|
||||
tools: getTools("openai"),
|
||||
});
|
||||
}
|
||||
```
|
||||
|
||||
```ts
|
||||
// next.config.js
|
||||
const withTool = require("@llamaindex/tool/next");
|
||||
|
||||
const config = {
|
||||
// Your original Next.js config
|
||||
};
|
||||
module.exports = withTool(config);
|
||||
```
|
||||
|
||||
The functions are automatically transformed into tools for the agent at compile time, which eliminates any extra runtime
|
||||
costs. This feature is particularly beneficial when you need to debug or deploy your assistant.
|
||||
|
||||
For deploying your local functions into OpenAI, you can use a simple command:
|
||||
|
||||
```sh
|
||||
npm install -g @llamaindex/tool
|
||||
mkai --tools ./src/index.llama.ts
|
||||
# Successfully created assistant: asst_XXX
|
||||
# chat with your assistant by `chatai --assistant asst_XXX`
|
||||
chatai --assistant asst_XXX
|
||||
# Open your browser and chat with your assistant
|
||||
# Running at http://localhost:3000
|
||||
```
|
||||
|
||||
This deployment process simplifies the testing and implementation of your custom tools in a live environment.
|
||||
|
||||
As this project is still in its early stages, we continue to explore the best ways to create and integrate tools for
|
||||
agents. For more information and updates, visit the @llamaindex/tool repository.
|
||||
|
||||
This release of LlamaIndexTS v0.3.0 marks a significant step forward in our journey to provide developers with robust,
|
||||
flexible tools for building advanced agents. We are excited to see how our community utilizes these new capabilities to
|
||||
create innovative solutions and look forward to continuing to support and enhance LlamaIndexTS in future updates.
|
||||
|
Before Width: | Height: | Size: 178 KiB |
@@ -1 +0,0 @@
|
||||
api/
|
||||
@@ -1,2 +0,0 @@
|
||||
label: Examples
|
||||
position: 3
|
||||
@@ -1,10 +0,0 @@
|
||||
# Agents
|
||||
|
||||
A built-in agent that can take decisions and reasoning based on the tools provided to it.
|
||||
|
||||
## OpenAI Agent
|
||||
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSource from "!raw-loader!../../../../examples/agent/openai";
|
||||
|
||||
<CodeBlock language="ts">{CodeSource}</CodeBlock>
|
||||
@@ -1,6 +0,0 @@
|
||||
# Gemini Agent
|
||||
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSourceGemini from "!raw-loader!../../../../examples/gemini/agent.ts";
|
||||
|
||||
<CodeBlock language="ts">{CodeSourceGemini}</CodeBlock>
|
||||
@@ -1,12 +0,0 @@
|
||||
---
|
||||
sidebar_position: 2
|
||||
---
|
||||
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSource from "!raw-loader!../../../../examples/chatEngine";
|
||||
|
||||
# Chat Engine
|
||||
|
||||
Chat Engine is a class that allows you to create a chatbot from a retriever. It is a wrapper around a retriever that allows you to chat with it in a conversational manner.
|
||||
|
||||
<CodeBlock language="ts">{CodeSource}</CodeBlock>
|
||||
@@ -1,10 +0,0 @@
|
||||
---
|
||||
sidebar_position: 4
|
||||
---
|
||||
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSource from "!raw-loader!../../../../examples/storageContext";
|
||||
|
||||
# Save/Load an Index
|
||||
|
||||
<CodeBlock language="ts">{CodeSource}</CodeBlock>
|
||||
@@ -1,10 +0,0 @@
|
||||
---
|
||||
sidebar_position: 3
|
||||
---
|
||||
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSource from "!raw-loader!../../../../examples/summaryIndex";
|
||||
|
||||
# Summary Index
|
||||
|
||||
<CodeBlock language="ts">{CodeSource}</CodeBlock>
|
||||
@@ -1,10 +0,0 @@
|
||||
---
|
||||
sidebar_position: 2
|
||||
---
|
||||
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSource from "!raw-loader!../../../../examples/vectorIndex";
|
||||
|
||||
# Vector Index
|
||||
|
||||
<CodeBlock language="ts">{CodeSource}</CodeBlock>
|
||||
@@ -1,2 +0,0 @@
|
||||
label: Getting Started
|
||||
position: 1
|
||||
@@ -1,15 +0,0 @@
|
||||
---
|
||||
sidebar_position: 2
|
||||
---
|
||||
|
||||
# Environments
|
||||
|
||||
We support Node.JS versions 18, 20 and 22, with experimental support for Deno, Bun and Vercel Edge functions.
|
||||
|
||||
## NextJS App Router
|
||||
|
||||
If you're using NextJS App Router route handlers/serverless functions, you'll need to use the NodeJS mode:
|
||||
|
||||
```js
|
||||
export const runtime = "nodejs"; // default
|
||||
```
|
||||
@@ -1,34 +0,0 @@
|
||||
---
|
||||
sidebar_position: 0
|
||||
---
|
||||
|
||||
# Installation and Setup
|
||||
|
||||
We support Node.JS versions 18, 20 and 22, with experimental support for Deno, Bun and Vercel Edge functions.
|
||||
|
||||
## Installation from NPM
|
||||
|
||||
```bash npm2yarn
|
||||
npm install llamaindex
|
||||
```
|
||||
|
||||
### Environment variables
|
||||
|
||||
Our examples use OpenAI by default. You can use [other LLMs](../examples/other_llms) via their APIs; if you would prefer to use local models check out our [local LLM example](../examples/local_llm).
|
||||
|
||||
To use OpenAI, you'll need to [get an OpenAI API key](https://platform.openai.com/account/api-keys) and then make it available as an environment variable this way:
|
||||
|
||||
```bash
|
||||
export OPENAI_API_KEY="sk-......" # Replace with your key
|
||||
```
|
||||
|
||||
If you want to have it automatically loaded every time, add it to your `.zshrc/.bashrc`.
|
||||
|
||||
**WARNING:** do not check in your OpenAI key into version control. GitHub automatically invalidates OpenAI keys checked in by accident.
|
||||
|
||||
## What next?
|
||||
|
||||
- The easiest way to started is to [build a full-stack chat app with `create-llama`](starter_tutorial/chatbot).
|
||||
- Try our other [getting started tutorials](starter_tutorial/retrieval_augmented_generation)
|
||||
- Learn more about the [high level concepts](concepts) behind how LlamaIndex works
|
||||
- Check out our [many examples](../examples/more_examples) of LlamaIndex.TS in action
|
||||
@@ -1,2 +0,0 @@
|
||||
label: Starter Tutorials
|
||||
position: 1
|
||||
@@ -1,2 +0,0 @@
|
||||
label: Guides
|
||||
position: 2
|
||||
@@ -1,2 +0,0 @@
|
||||
label: Agents
|
||||
position: 1
|
||||
@@ -1,54 +0,0 @@
|
||||
---
|
||||
sidebar_position: 0
|
||||
slug: /
|
||||
---
|
||||
|
||||
# What is LlamaIndex?
|
||||
|
||||
LlamaIndex is a framework for building LLM-powered applications. LlamaIndex helps you ingest, structure, and access private or domain-specific data. It's available [as a Python package](https://docs.llamaindex.ai/en/stable/) and in TypeScript (this package). LlamaIndex.TS offers the core features of LlamaIndex for popular runtimes like Node.js (official support), Vercel Edge Functions (experimental), and Deno (experimental).
|
||||
|
||||
## 🚀 Why LlamaIndex.TS?
|
||||
|
||||
LLMs offer a natural language interface between humans and inferred data. Widely available models come pre-trained on huge amounts of publicly available data, from Wikipedia and mailing lists to textbooks and source code.
|
||||
|
||||
Applications built on top of LLMs often require augmenting these models with private or domain-specific data. That data is often distributed across siloed applications and data stores. It's behind APIs, in SQL databases, or trapped in PDFs and slide decks.
|
||||
|
||||
LlamaIndex.TS helps you unlock that data and then build powerful applications with it.
|
||||
|
||||
## 🦙 What is LlamaIndex for?
|
||||
|
||||
LlamaIndex.TS handles several major use cases:
|
||||
|
||||
- **Structured Data Extraction**: turning complex, unstructured and semi-structured data into uniform, programmatically accessible formats.
|
||||
- **Retrieval-Augmented Generation (RAG)**: answering queries across your internal data by providing LLMs with up-to-date, semantically relevant context including Question and Answer systems and chat bots.
|
||||
- **Autonomous Agents**: building software that is capable of intelligently selecting and using tools to accomplish tasks in an interative, unsupervised manner.
|
||||
|
||||
## 👨👩👧👦 Who is LlamaIndex for?
|
||||
|
||||
LlamaIndex targets the "AI Engineer": developers building software in any domain that can be enhanced by LLM-powered functionality, without needing to be an expert in machine learning or natural language processing.
|
||||
|
||||
Our high-level API allows beginner users to use LlamaIndex.TS to ingest, index, and query their data in just a few lines of code.
|
||||
|
||||
For more complex applications, our lower-level APIs allow advanced users to customize and extend any module—data connectors, indices, retrievers, and query engines, to fit their needs.
|
||||
|
||||
## Getting Started
|
||||
|
||||
`npm install llamaindex`
|
||||
|
||||
Our documentation includes [Installation Instructions](./getting_started/installation.mdx) and a [Starter Tutorial](./getting_started/starter_tutorial/retrieval_augmented_generation.mdx) to build your first application.
|
||||
|
||||
Once you're up and running, [High-Level Concepts](./getting_started/concepts.md) has an overview of LlamaIndex's modular architecture. For more hands-on practical examples, look through our Examples section on the sidebar.
|
||||
|
||||
## 🗺️ Ecosystem
|
||||
|
||||
To download or contribute, find LlamaIndex on:
|
||||
|
||||
- Github: https://github.com/run-llama/LlamaIndexTS
|
||||
- NPM: https://www.npmjs.com/package/llamaindex
|
||||
|
||||
## Community
|
||||
|
||||
Need help? Have a feature suggestion? Join the LlamaIndex community:
|
||||
|
||||
- Twitter: https://twitter.com/llama_index
|
||||
- Discord https://discord.gg/dGcwcsnxhU
|
||||
@@ -1,3 +0,0 @@
|
||||
label: "Modules"
|
||||
collapsed: false
|
||||
position: 5
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Agents"
|
||||
position: 3
|
||||
@@ -1,29 +0,0 @@
|
||||
---
|
||||
sidebar_position: 4
|
||||
---
|
||||
|
||||
# ChatEngine
|
||||
|
||||
The chat engine is a quick and simple way to chat with the data in your index.
|
||||
|
||||
```typescript
|
||||
const retriever = index.asRetriever();
|
||||
const chatEngine = new ContextChatEngine({ retriever });
|
||||
|
||||
// start chatting
|
||||
const response = await chatEngine.chat({ message: query });
|
||||
```
|
||||
|
||||
The `chat` function also supports streaming, just add `stream: true` as an option:
|
||||
|
||||
```typescript
|
||||
const stream = await chatEngine.chat({ message: query, stream: true });
|
||||
for await (const chunk of stream) {
|
||||
process.stdout.write(chunk.response);
|
||||
}
|
||||
```
|
||||
|
||||
## Api References
|
||||
|
||||
- [ContextChatEngine](../api/classes/ContextChatEngine.md)
|
||||
- [CondenseQuestionChatEngine](../api/classes/ContextChatEngine.md)
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Loaders"
|
||||
position: 1
|
||||
@@ -1,45 +0,0 @@
|
||||
import CodeBlock from "@theme/CodeBlock";
|
||||
import CodeSource from "!raw-loader!../../../../../examples/readers/src/simple-directory-reader";
|
||||
import CodeSource2 from "!raw-loader!../../../../../examples/readers/src/custom-simple-directory-reader";
|
||||
|
||||
# Loader
|
||||
|
||||
Before you can start indexing your documents, you need to load them into memory.
|
||||
|
||||
## SimpleDirectoryReader
|
||||
|
||||
[](https://stackblitz.com/github/run-llama/LlamaIndexTS/tree/main/examples/readers?file=src/simple-directory-reader.ts&title=Simple%20Directory%20Reader)
|
||||
|
||||
LlamaIndex.TS supports easy loading of files from folders using the `SimpleDirectoryReader` class.
|
||||
|
||||
It is a simple reader that reads all files from a directory and its subdirectories.
|
||||
|
||||
<CodeBlock language="ts">{CodeSource}</CodeBlock>
|
||||
|
||||
Currently, the following readers are mapped to specific file types:
|
||||
|
||||
- [TextFileReader](../../api/classes/TextFileReader.md): `.txt`
|
||||
- [PDFReader](../../api/classes/PDFReader.md): `.pdf`
|
||||
- [PapaCSVReader](../../api/classes/PapaCSVReader.md): `.csv`
|
||||
- [MarkdownReader](../../api/classes/MarkdownReader.md): `.md`
|
||||
- [DocxReader](../../api/classes/DocxReader.md): `.docx`
|
||||
- [HTMLReader](../../api/classes/HTMLReader.md): `.htm`, `.html`
|
||||
- [ImageReader](../../api/classes/ImageReader.md): `.jpg`, `.jpeg`, `.png`, `.gif`
|
||||
|
||||
You can modify the reader three different ways:
|
||||
|
||||
- `overrideReader` overrides the reader for all file types, including unsupported ones.
|
||||
- `fileExtToReader` maps a reader to a specific file type. Can override reader for existing file types or add support for new file types.
|
||||
- `defaultReader` sets a fallback reader for files with unsupported extensions. By default it is `TextFileReader`.
|
||||
|
||||
SimpleDirectoryReader supports up to 9 concurrent requests. Use the `numWorkers` option to set the number of concurrent requests. By default it runs in sequential mode, i.e. set to 1.
|
||||
|
||||
### Example
|
||||
|
||||
<CodeBlock language="ts" showLineNumbers metastring="{8-12,17-21}">
|
||||
{CodeSource2}
|
||||
</CodeBlock>
|
||||
|
||||
## API Reference
|
||||
|
||||
- [SimpleDirectoryReader](../../api/classes/SimpleDirectoryReader.md)
|
||||
@@ -1 +0,0 @@
|
||||
label: "LlamaParse"
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Document / Nodes"
|
||||
position: 0
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Embeddings"
|
||||
position: 3
|
||||
@@ -1 +0,0 @@
|
||||
label: "Available Embeddings"
|
||||
@@ -1,28 +0,0 @@
|
||||
# MistralAI
|
||||
|
||||
To use MistralAI embeddings, you need to import `MistralAIEmbedding` from `llamaindex`.
|
||||
|
||||
```ts
|
||||
import { MistralAIEmbedding, Settings } from "llamaindex";
|
||||
|
||||
// Update Embed Model
|
||||
Settings.embedModel = new MistralAIEmbedding({
|
||||
apiKey: "<YOUR_API_KEY>",
|
||||
});
|
||||
|
||||
const document = new Document({ text: essay, id_: "essay" });
|
||||
|
||||
const index = await VectorStoreIndex.fromDocuments([document]);
|
||||
|
||||
const queryEngine = index.asQueryEngine();
|
||||
|
||||
const query = "What is the meaning of life?";
|
||||
|
||||
const results = await queryEngine.query({
|
||||
query,
|
||||
});
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- [MistralAIEmbedding](../../../api/classes/MistralAIEmbedding.md)
|
||||
@@ -1,25 +0,0 @@
|
||||
# OpenAI
|
||||
|
||||
To use OpenAI embeddings, you need to import `OpenAIEmbedding` from `llamaindex`.
|
||||
|
||||
```ts
|
||||
import { OpenAIEmbedding, Settings } from "llamaindex";
|
||||
|
||||
Settings.embedModel = new OpenAIEmbedding();
|
||||
|
||||
const document = new Document({ text: essay, id_: "essay" });
|
||||
|
||||
const index = await VectorStoreIndex.fromDocuments([document]);
|
||||
|
||||
const queryEngine = index.asQueryEngine();
|
||||
|
||||
const query = "What is the meaning of life?";
|
||||
|
||||
const results = await queryEngine.query({
|
||||
query,
|
||||
});
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- [OpenAIEmbedding](../../../api/classes/OpenAIEmbedding.md)
|
||||
@@ -1,21 +0,0 @@
|
||||
# Embedding
|
||||
|
||||
The embedding model in LlamaIndex is responsible for creating numerical representations of text. By default, LlamaIndex will use the `text-embedding-ada-002` model from OpenAI.
|
||||
|
||||
This can be explicitly updated through `Settings`
|
||||
|
||||
```typescript
|
||||
import { OpenAIEmbedding, Settings } from "llamaindex";
|
||||
|
||||
Settings.embedModel = new OpenAIEmbedding({
|
||||
model: "text-embedding-ada-002",
|
||||
});
|
||||
```
|
||||
|
||||
## Local Embedding
|
||||
|
||||
For local embeddings, you can use the [HuggingFace](./available_embeddings/huggingface.md) embedding model.
|
||||
|
||||
## API Reference
|
||||
|
||||
- [OpenAIEmbedding](../../api/classes/OpenAIEmbedding.md)
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Evaluating"
|
||||
position: 3
|
||||
@@ -1 +0,0 @@
|
||||
label: "Modules"
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Ingestion Pipeline"
|
||||
position: 2
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "LLMs"
|
||||
position: 3
|
||||
@@ -1 +0,0 @@
|
||||
label: "Available LLMs"
|
||||
@@ -1,69 +0,0 @@
|
||||
# Bedrock
|
||||
|
||||
## Usage
|
||||
|
||||
```ts
|
||||
import { BEDROCK_MODELS, Bedrock } from "@llamaindex/community";
|
||||
|
||||
Settings.llm = new Bedrock({
|
||||
model: BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_HAIKU,
|
||||
region: "us-east-1", // can be provided via env AWS_REGION
|
||||
credentials: {
|
||||
accessKeyId: "...", // optional and can be provided via env AWS_ACCESS_KEY_ID
|
||||
secretAccessKey: "...", // optional and can be provided via env AWS_SECRET_ACCESS_KEY
|
||||
},
|
||||
});
|
||||
```
|
||||
|
||||
Currently only supports Anthropic and Meta models:
|
||||
|
||||
```ts
|
||||
ANTHROPIC_CLAUDE_INSTANT_1 = "anthropic.claude-instant-v1";
|
||||
ANTHROPIC_CLAUDE_2 = "anthropic.claude-v2";
|
||||
ANTHROPIC_CLAUDE_2_1 = "anthropic.claude-v2:1";
|
||||
ANTHROPIC_CLAUDE_3_SONNET = "anthropic.claude-3-sonnet-20240229-v1:0";
|
||||
ANTHROPIC_CLAUDE_3_HAIKU = "anthropic.claude-3-haiku-20240307-v1:0";
|
||||
ANTHROPIC_CLAUDE_3_OPUS = "anthropic.claude-3-opus-20240229-v1:0"; // available on us-west-2
|
||||
ANTHROPIC_CLAUDE_3_5_SONNET = "anthropic.claude-3-5-sonnet-20240620-v1:0";
|
||||
META_LLAMA2_13B_CHAT = "meta.llama2-13b-chat-v1";
|
||||
META_LLAMA2_70B_CHAT = "meta.llama2-70b-chat-v1";
|
||||
META_LLAMA3_8B_INSTRUCT = "meta.llama3-8b-instruct-v1:0";
|
||||
META_LLAMA3_70B_INSTRUCT = "meta.llama3-70b-instruct-v1:0";
|
||||
META_LLAMA3_1_8B_INSTRUCT = "meta.llama3-1-8b-instruct-v1:0"; // available on us-west-2
|
||||
META_LLAMA3_1_70B_INSTRUCT = "meta.llama3-1-70b-instruct-v1:0"; // available on us-west-2
|
||||
META_LLAMA3_1_405B_INSTRUCT = "meta.llama3-1-405b-instruct-v1:0"; // preview only, available on us-west-2
|
||||
```
|
||||
|
||||
Sonnet, Haiku and Opus are multimodal, image_url only supports base64 data url format, e.g. `data:image/jpeg;base64,SGVsbG8sIFdvcmxkIQ==`
|
||||
|
||||
## Full Example
|
||||
|
||||
```ts
|
||||
import { BEDROCK_MODELS, Bedrock } from "llamaindex";
|
||||
|
||||
Settings.llm = new Bedrock({
|
||||
model: BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_HAIKU,
|
||||
});
|
||||
|
||||
async function main() {
|
||||
const document = new Document({ text: essay, id_: "essay" });
|
||||
|
||||
// Load and index documents
|
||||
const index = await VectorStoreIndex.fromDocuments([document]);
|
||||
|
||||
// Create a query engine
|
||||
const queryEngine = index.asQueryEngine({
|
||||
retriever,
|
||||
});
|
||||
|
||||
const query = "What is the meaning of life?";
|
||||
|
||||
// Query
|
||||
const response = await queryEngine.query({
|
||||
query,
|
||||
});
|
||||
|
||||
// Log the response
|
||||
console.log(response.response);
|
||||
}
|
||||
```
|
||||
@@ -1,35 +0,0 @@
|
||||
---
|
||||
sidebar_position: 3
|
||||
---
|
||||
|
||||
# Large Language Models (LLMs)
|
||||
|
||||
The LLM is responsible for reading text and generating natural language responses to queries. By default, LlamaIndex.TS uses `gpt-3.5-turbo`.
|
||||
|
||||
The LLM can be explicitly updated through `Settings`.
|
||||
|
||||
```typescript
|
||||
import { OpenAI, Settings } from "llamaindex";
|
||||
|
||||
Settings.llm = new OpenAI({ model: "gpt-3.5-turbo", temperature: 0 });
|
||||
```
|
||||
|
||||
## Azure OpenAI
|
||||
|
||||
To use Azure OpenAI, you only need to set a few environment variables.
|
||||
|
||||
For example:
|
||||
|
||||
```
|
||||
export AZURE_OPENAI_KEY="<YOUR KEY HERE>"
|
||||
export AZURE_OPENAI_ENDPOINT="<YOUR ENDPOINT, see https://learn.microsoft.com/en-us/azure/ai-services/openai/quickstart?tabs=command-line%2Cpython&pivots=rest-api>"
|
||||
export AZURE_OPENAI_DEPLOYMENT="gpt-4" # or some other deployment name
|
||||
```
|
||||
|
||||
## Local LLM
|
||||
|
||||
For local LLMs, currently we recommend the use of [Ollama](./available_llms/ollama.md) LLM.
|
||||
|
||||
## API Reference
|
||||
|
||||
- [OpenAI](../../api/classes/OpenAI.md)
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Node Postprocessors"
|
||||
position: 3
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Prompts"
|
||||
position: 0
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Query Engines"
|
||||
position: 2
|
||||
@@ -1,22 +0,0 @@
|
||||
---
|
||||
sidebar_position: 5
|
||||
---
|
||||
|
||||
# Retriever
|
||||
|
||||
A retriever in LlamaIndex is what is used to fetch `Node`s from an index using a query string. Aa `VectorIndexRetriever` will fetch the top-k most similar nodes. Meanwhile, a `SummaryIndexRetriever` will fetch all nodes no matter the query.
|
||||
|
||||
```typescript
|
||||
const retriever = vectorIndex.asRetriever({
|
||||
similarityTopK: 3,
|
||||
});
|
||||
|
||||
// Fetch nodes!
|
||||
const nodesWithScore = await retriever.retrieve({ query: "query string" });
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- [SummaryIndexRetriever](../api/classes/SummaryIndexRetriever.md)
|
||||
- [SummaryIndexLLMRetriever](../api/classes/SummaryIndexLLMRetriever.md)
|
||||
- [VectorIndexRetriever](../api/classes/VectorIndexRetriever.md)
|
||||
@@ -1,26 +0,0 @@
|
||||
---
|
||||
sidebar_position: 7
|
||||
---
|
||||
|
||||
# Storage
|
||||
|
||||
Storage in LlamaIndex.TS works automatically once you've configured a `StorageContext` object. Just configure the `persistDir` and attach it to an index.
|
||||
|
||||
Right now, only saving and loading from disk is supported, with future integrations planned!
|
||||
|
||||
```typescript
|
||||
import { Document, VectorStoreIndex, storageContextFromDefaults } from "./src";
|
||||
|
||||
const storageContext = await storageContextFromDefaults({
|
||||
persistDir: "./storage",
|
||||
});
|
||||
|
||||
const document = new Document({ text: "Test Text" });
|
||||
const index = await VectorStoreIndex.fromDocuments([document], {
|
||||
storageContext,
|
||||
});
|
||||
```
|
||||
|
||||
## API Reference
|
||||
|
||||
- [StorageContext](../api/interfaces/StorageContext.md)
|
||||
@@ -1,2 +0,0 @@
|
||||
label: "Vector Stores"
|
||||
position: 1
|
||||
@@ -1,2 +0,0 @@
|
||||
label: Observability
|
||||
position: 5
|
||||
@@ -1,64 +0,0 @@
|
||||
# Observability
|
||||
|
||||
LlamaIndex provides **one-click observability** 🔭 to allow you to build principled LLM applications in a production setting.
|
||||
|
||||
A key requirement for principled development of LLM applications over your data (RAG systems, agents) is being able to observe, debug, and evaluate
|
||||
your system - both as a whole and for each component.
|
||||
|
||||
This feature allows you to seamlessly integrate the LlamaIndex library with powerful observability/evaluation tools offered by our partners.
|
||||
Configure a variable once, and you'll be able to do things like the following:
|
||||
|
||||
- View LLM/prompt inputs/outputs
|
||||
- Ensure that the outputs of any component (LLMs, embeddings) are performing as expected
|
||||
- View call traces for both indexing and querying
|
||||
|
||||
Each provider has similarities and differences. Take a look below for the full set of guides for each one!
|
||||
|
||||
- [OpenLLMetry](#openllmetry)
|
||||
- [Langtrace](#langtrace)
|
||||
|
||||
## OpenLLMetry
|
||||
|
||||
[OpenLLMetry](https://github.com/traceloop/openllmetry-js) is an open-source project based on OpenTelemetry for tracing and monitoring
|
||||
LLM applications. It connects to [all major observability platforms](https://www.traceloop.com/docs/openllmetry/integrations/introduction) and installs in minutes.
|
||||
|
||||
### Usage Pattern
|
||||
|
||||
```bash
|
||||
npm install @traceloop/node-server-sdk
|
||||
```
|
||||
|
||||
```js
|
||||
import * as traceloop from "@traceloop/node-server-sdk";
|
||||
|
||||
traceloop.initialize({
|
||||
apiKey: process.env.TRACELOOP_API_KEY,
|
||||
disableBatch: true,
|
||||
});
|
||||
```
|
||||
|
||||
## Langtrace
|
||||
|
||||
Enhance your observability with Langtrace, a robust open-source tool supports OpenTelemetry and is designed to trace, evaluate, and manage LLM applications seamlessly. Langtrace integrates directly with LlamaIndex, offering detailed, real-time insights into performance metrics such as accuracy, evaluations, and latency.
|
||||
|
||||
#### Install
|
||||
|
||||
- Self-host or sign-up and generate an API key using [Langtrace](https://www.langtrace.ai) Cloud
|
||||
|
||||
```bash
|
||||
npm install @langtrase/typescript-sdk
|
||||
```
|
||||
|
||||
#### Initialize
|
||||
|
||||
```js
|
||||
import * as Langtrace from "@langtrase/typescript-sdk";
|
||||
Langtrace.init({ api_key: "<YOUR_API_KEY>" });
|
||||
```
|
||||
|
||||
Features:
|
||||
|
||||
- OpenTelemetry compliant, ensuring broad compatibility with observability platforms.
|
||||
- Provides comprehensive logs and detailed traces of all components.
|
||||
- Real-time monitoring of accuracy, evaluations, usage, costs, and latency.
|
||||
- For more configuration options and details, visit [Langtrace Docs](https://docs.langtrace.ai/introduction).
|
||||
@@ -1,2 +0,0 @@
|
||||
label: Recipes
|
||||
position: 3
|
||||
@@ -1,162 +0,0 @@
|
||||
// @ts-check
|
||||
// Note: type annotations allow type checking and IDEs autocompletion
|
||||
|
||||
const renderer = require("prism-react-renderer");
|
||||
const lightCodeTheme = renderer.themes.github;
|
||||
const darkCodeTheme = renderer.themes.dracula;
|
||||
|
||||
/** @type {import('@docusaurus/types').Config} */
|
||||
const config = {
|
||||
title: "LlamaIndex.TS",
|
||||
tagline: "Unleash the power of LLMs over your data in TypeScript",
|
||||
favicon: "img/favicon.png",
|
||||
|
||||
// Set the production url of your site here
|
||||
url: "https://ts.llamaindex.ai",
|
||||
// Set the /<baseUrl>/ pathname under which your site is served
|
||||
// For GitHub pages deployment, it is often '/<projectName>/'
|
||||
baseUrl: "/",
|
||||
|
||||
// GitHub pages deployment config.
|
||||
// If you aren't using GitHub pages, you don't need these.
|
||||
organizationName: "run-llama", // Usually your GitHub org/user name.
|
||||
projectName: "LlamaIndex.TS", // Usually your repo name.
|
||||
|
||||
onBrokenLinks: "warn",
|
||||
onBrokenMarkdownLinks: "warn",
|
||||
|
||||
presets: [
|
||||
[
|
||||
"@docusaurus/preset-classic",
|
||||
/** @type {import('@docusaurus/preset-classic').Options} */
|
||||
({
|
||||
docs: {
|
||||
path: "docs",
|
||||
routeBasePath: "/",
|
||||
sidebarPath: require.resolve("./sidebars.js"),
|
||||
// Please change this to your repo.
|
||||
// Remove this to remove the "edit this page" links.
|
||||
// editUrl:
|
||||
// "https://github.com/facebook/docusaurus/tree/main/packages/create-docusaurus/templates/shared/",
|
||||
remarkPlugins: [
|
||||
[require("@docusaurus/remark-plugin-npm2yarn"), { sync: true }],
|
||||
],
|
||||
},
|
||||
blog: {
|
||||
blogTitle: "LlamaIndexTS blog",
|
||||
blogDescription: "The official blog of LlamaIndexTS",
|
||||
postsPerPage: "ALL",
|
||||
},
|
||||
gtag: {
|
||||
trackingID: "G-NB9B8LW9W5",
|
||||
anonymizeIP: true,
|
||||
},
|
||||
}),
|
||||
],
|
||||
],
|
||||
|
||||
themeConfig:
|
||||
/** @type {import('@docusaurus/preset-classic').ThemeConfig} */
|
||||
({
|
||||
// Replace with your project's social card
|
||||
image: "img/favicon.png", // TODO change this
|
||||
navbar: {
|
||||
title: "LlamaIndex.TS",
|
||||
logo: {
|
||||
alt: "LlamaIndex.TS",
|
||||
src: "img/favicon.png",
|
||||
},
|
||||
items: [
|
||||
{
|
||||
type: "docSidebar",
|
||||
sidebarId: "mySidebar",
|
||||
position: "left",
|
||||
label: "Docs",
|
||||
},
|
||||
{
|
||||
type: "localeDropdown",
|
||||
position: "left",
|
||||
},
|
||||
{ to: "blog", label: "Blog", position: "right" },
|
||||
{
|
||||
href: "https://github.com/run-llama/LlamaIndexTS",
|
||||
label: "GitHub",
|
||||
position: "right",
|
||||
},
|
||||
],
|
||||
},
|
||||
footer: {
|
||||
style: "dark",
|
||||
links: [
|
||||
{
|
||||
title: "Docs",
|
||||
items: [
|
||||
{
|
||||
label: "API",
|
||||
to: "/api",
|
||||
},
|
||||
],
|
||||
},
|
||||
{
|
||||
title: "Community",
|
||||
items: [
|
||||
{
|
||||
label: "Discord",
|
||||
href: "https://discord.com/invite/eN6D2HQ4aX",
|
||||
},
|
||||
{
|
||||
label: "Twitter",
|
||||
href: "https://twitter.com/LlamaIndex",
|
||||
},
|
||||
],
|
||||
},
|
||||
{
|
||||
title: "More",
|
||||
items: [
|
||||
{
|
||||
label: "GitHub",
|
||||
href: "https://github.com/run-llama/LlamaIndexTS",
|
||||
},
|
||||
],
|
||||
},
|
||||
],
|
||||
copyright: `Copyright © ${new Date().getFullYear()} LlamaIndex. Built with Docusaurus.`,
|
||||
},
|
||||
prism: {
|
||||
theme: lightCodeTheme,
|
||||
darkTheme: darkCodeTheme,
|
||||
},
|
||||
algolia: {
|
||||
// The application ID provided by Algolia
|
||||
appId: "DYKPM6G4CX",
|
||||
|
||||
// Public API key: it is safe to commit it
|
||||
apiKey: "c4ff3789f20bb72a5d735082aef17719",
|
||||
|
||||
indexName: "ts-llamaindex",
|
||||
|
||||
// Optional: see doc section below
|
||||
contextualSearch: true,
|
||||
},
|
||||
}),
|
||||
plugins: [
|
||||
[
|
||||
"docusaurus-plugin-typedoc",
|
||||
{
|
||||
entryPoints: ["../../packages/llamaindex/src/index.ts"],
|
||||
tsconfig: "../../tsconfig.json",
|
||||
readme: "none",
|
||||
sourceLinkTemplate:
|
||||
"https://github.com/run-llama/LlamaIndexTS/blob/{gitRevision}/{path}#L{line}",
|
||||
sidebar: {
|
||||
position: 6,
|
||||
},
|
||||
},
|
||||
],
|
||||
],
|
||||
markdown: {
|
||||
format: "detect",
|
||||
},
|
||||
};
|
||||
|
||||
module.exports = config;
|
||||
@@ -1,57 +0,0 @@
|
||||
{
|
||||
"name": "docs",
|
||||
"version": "0.0.51",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"docusaurus": "docusaurus",
|
||||
"start": "docusaurus start",
|
||||
"build": "docusaurus build",
|
||||
"swizzle": "docusaurus swizzle",
|
||||
"deploy": "docusaurus deploy",
|
||||
"clear": "docusaurus clear",
|
||||
"serve": "docusaurus serve",
|
||||
"write-translations": "docusaurus write-translations",
|
||||
"write-heading-ids": "docusaurus write-heading-ids",
|
||||
"typecheck": "tsc"
|
||||
},
|
||||
"dependencies": {
|
||||
"@docusaurus/core": "3.4.0",
|
||||
"@docusaurus/remark-plugin-npm2yarn": "3.4.0",
|
||||
"@llamaindex/examples": "workspace:*",
|
||||
"@mdx-js/react": "3.0.1",
|
||||
"clsx": "2.1.1",
|
||||
"llamaindex": "workspace:*",
|
||||
"postcss": "8.4.39",
|
||||
"prism-react-renderer": "2.3.1",
|
||||
"raw-loader": "4.0.2",
|
||||
"react": "18.3.1",
|
||||
"react-dom": "18.3.1"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@docusaurus/module-type-aliases": "3.4.0",
|
||||
"@docusaurus/preset-classic": "3.4.0",
|
||||
"@docusaurus/theme-classic": "3.4.0",
|
||||
"@docusaurus/types": "3.4.0",
|
||||
"@tsconfig/docusaurus": "2.0.3",
|
||||
"@types/node": "^20.12.11",
|
||||
"docusaurus-plugin-typedoc": "1.0.3",
|
||||
"typedoc": "0.26.4",
|
||||
"typedoc-plugin-markdown": "4.1.2",
|
||||
"typescript": "^5.5.3"
|
||||
},
|
||||
"browserslist": {
|
||||
"production": [
|
||||
">0.5%",
|
||||
"not dead",
|
||||
"not op_mini all"
|
||||
],
|
||||
"development": [
|
||||
"last 1 chrome version",
|
||||
"last 1 firefox version",
|
||||
"last 1 safari version"
|
||||
]
|
||||
},
|
||||
"engines": {
|
||||
"node": ">=18"
|
||||
}
|
||||
}
|
||||
@@ -1,33 +0,0 @@
|
||||
/**
|
||||
* Creating a sidebar enables you to:
|
||||
- create an ordered group of docs
|
||||
- render a sidebar for each doc of that group
|
||||
- provide next/previous navigation
|
||||
|
||||
The sidebars can be generated from the filesystem, or explicitly defined here.
|
||||
|
||||
Create as many sidebars as you want.
|
||||
*/
|
||||
|
||||
// @ts-check
|
||||
|
||||
/** @type {import('@docusaurus/plugin-content-docs').SidebarsConfig} */
|
||||
const sidebars = {
|
||||
// By default, Docusaurus generates a sidebar from the docs folder structure
|
||||
mySidebar: [{ type: "autogenerated", dirName: "." }],
|
||||
|
||||
// But you can create a sidebar manually
|
||||
/*
|
||||
tutorialSidebar: [
|
||||
'intro',
|
||||
'hello',
|
||||
{
|
||||
type: 'category',
|
||||
label: 'Tutorial',
|
||||
items: ['tutorial-basics/create-a-document'],
|
||||
},
|
||||
],
|
||||
*/
|
||||
};
|
||||
|
||||
module.exports = sidebars;
|
||||
@@ -1,59 +0,0 @@
|
||||
import clsx from "clsx";
|
||||
import React from "react";
|
||||
import styles from "./styles.module.css";
|
||||
|
||||
type FeatureItem = {
|
||||
title: string;
|
||||
Svg: React.ComponentType<React.ComponentProps<"svg">>;
|
||||
description: JSX.Element;
|
||||
};
|
||||
|
||||
const FeatureList: FeatureItem[] = [
|
||||
{
|
||||
title: "Data Driven",
|
||||
Svg: require("@site/static/img/undraw_docusaurus_mountain.svg").default,
|
||||
description: <>LlamaIndex.TS is all about using your data with LLMs.</>,
|
||||
},
|
||||
{
|
||||
title: "Typescript Native",
|
||||
Svg: require("@site/static/img/undraw_docusaurus_tree.svg").default,
|
||||
description: <>We ❤️ Typescript, and so do our users.</>,
|
||||
},
|
||||
{
|
||||
title: "Built by the Community",
|
||||
Svg: require("@site/static/img/undraw_docusaurus_react.svg").default,
|
||||
description: (
|
||||
<>
|
||||
LlamaIndex.TS is a community project, and we welcome your contributions!
|
||||
</>
|
||||
),
|
||||
},
|
||||
];
|
||||
|
||||
function Feature({ title, Svg, description }: FeatureItem) {
|
||||
return (
|
||||
<div className={clsx("col col--4")}>
|
||||
<div className="text--center">
|
||||
<Svg className={styles.featureSvg} role="img" />
|
||||
</div>
|
||||
<div className="text--center padding-horiz--md">
|
||||
<h3>{title}</h3>
|
||||
<p>{description}</p>
|
||||
</div>
|
||||
</div>
|
||||
);
|
||||
}
|
||||
|
||||
export default function HomepageFeatures(): JSX.Element {
|
||||
return (
|
||||
<section className={styles.features}>
|
||||
<div className="container">
|
||||
<div className="row">
|
||||
{FeatureList.map((props, idx) => (
|
||||
<Feature key={idx} {...props} />
|
||||
))}
|
||||
</div>
|
||||
</div>
|
||||
</section>
|
||||
);
|
||||
}
|
||||
@@ -1,11 +0,0 @@
|
||||
.features {
|
||||
display: flex;
|
||||
align-items: center;
|
||||
padding: 2rem 0;
|
||||
width: 100%;
|
||||
}
|
||||
|
||||
.featureSvg {
|
||||
height: 200px;
|
||||
width: 200px;
|
||||
}
|
||||
@@ -1,30 +0,0 @@
|
||||
/**
|
||||
* Any CSS included here will be global. The classic template
|
||||
* bundles Infima by default. Infima is a CSS framework designed to
|
||||
* work well for content-centric websites.
|
||||
*/
|
||||
|
||||
/* You can override the default Infima variables here. */
|
||||
:root {
|
||||
--ifm-color-primary: #2e8555;
|
||||
--ifm-color-primary-dark: #29784c;
|
||||
--ifm-color-primary-darker: #277148;
|
||||
--ifm-color-primary-darkest: #205d3b;
|
||||
--ifm-color-primary-light: #33925d;
|
||||
--ifm-color-primary-lighter: #359962;
|
||||
--ifm-color-primary-lightest: #3cad6e;
|
||||
--ifm-code-font-size: 95%;
|
||||
--docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.1);
|
||||
}
|
||||
|
||||
/* For readability concerns, you should choose a lighter palette in dark mode. */
|
||||
[data-theme="dark"] {
|
||||
--ifm-color-primary: #25c2a0;
|
||||
--ifm-color-primary-dark: #21af90;
|
||||
--ifm-color-primary-darker: #1fa588;
|
||||
--ifm-color-primary-darkest: #1a8870;
|
||||
--ifm-color-primary-light: #29d5b0;
|
||||
--ifm-color-primary-lighter: #32d8b4;
|
||||
--ifm-color-primary-lightest: #4fddbf;
|
||||
--docusaurus-highlighted-code-line-bg: rgba(0, 0, 0, 0.3);
|
||||
}
|
||||
@@ -1,23 +0,0 @@
|
||||
/**
|
||||
* CSS files with the .module.css suffix will be treated as CSS modules
|
||||
* and scoped locally.
|
||||
*/
|
||||
|
||||
.heroBanner {
|
||||
padding: 4rem 0;
|
||||
text-align: center;
|
||||
position: relative;
|
||||
overflow: hidden;
|
||||
}
|
||||
|
||||
@media screen and (max-width: 996px) {
|
||||
.heroBanner {
|
||||
padding: 2rem;
|
||||
}
|
||||
}
|
||||
|
||||
.buttons {
|
||||
display: flex;
|
||||
align-items: center;
|
||||
justify-content: center;
|
||||
}
|
||||
@@ -1,7 +0,0 @@
|
||||
---
|
||||
title: Markdown page example
|
||||
---
|
||||
|
||||
# Markdown page example
|
||||
|
||||
You don't need React to write simple standalone pages.
|
||||
|
Before Width: | Height: | Size: 54 KiB |
|
Before Width: | Height: | Size: 5.0 KiB |
|
Before Width: | Height: | Size: 1.3 KiB |
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<svg width="200" height="200" viewBox="0 0 200 200" xmlns="http://www.w3.org/2000/svg">
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<g fill="none" fill-rule="evenodd">
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<path fill="#FFF" d="M99 52h84v34H99z" />
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d="M23 163c-7.398 0-13.843-4.027-17.303-10A19.886 19.886 0 0 0 3 163c0 11.046 8.954 20 20 20h20v-20H23z"
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fill="#3ECC5F" />
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fill="#44D860" />
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fill="#44D860" />
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fill="#000" />
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Before Width: | Height: | Size: 6.5 KiB |
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<svg xmlns="http://www.w3.org/2000/svg" width="1088" height="687.962" viewBox="0 0 1088 687.962">
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||||
<title>Easy to Use</title>
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||||
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||||
</svg>
|
||||
|
Before Width: | Height: | Size: 12 KiB |
@@ -1,11 +0,0 @@
|
||||
{
|
||||
// This file is not used in compilation. It is here just for a nice editor experience.
|
||||
"extends": "./node_modules/@tsconfig/docusaurus/tsconfig.json",
|
||||
"compilerOptions": {
|
||||
"baseUrl": ".",
|
||||
"composite": true,
|
||||
"incremental": true,
|
||||
"outDir": "./lib",
|
||||
"tsBuildInfoFile": "./lib/.tsbuildinfo"
|
||||
}
|
||||
}
|
||||
@@ -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
|
||||
@@ -0,0 +1,517 @@
|
||||
# @llamaindex/doc
|
||||
|
||||
## 0.1.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb256f2]
|
||||
- Updated dependencies [cb021e7]
|
||||
- @llamaindex/openai@0.1.55
|
||||
- @llamaindex/core@0.5.3
|
||||
- llamaindex@0.9.4
|
||||
- @llamaindex/cloud@3.0.4
|
||||
- @llamaindex/node-parser@1.0.3
|
||||
- @llamaindex/readers@2.0.3
|
||||
|
||||
## 0.1.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [d952e68]
|
||||
- @llamaindex/core@0.5.2
|
||||
- @llamaindex/cloud@3.0.3
|
||||
- llamaindex@0.9.3
|
||||
- @llamaindex/node-parser@1.0.2
|
||||
- @llamaindex/openai@0.1.54
|
||||
- @llamaindex/readers@2.0.2
|
||||
|
||||
## 0.1.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [c902fcb]
|
||||
- Updated dependencies [88d776f]
|
||||
- @llamaindex/cloud@3.0.2
|
||||
- llamaindex@0.9.2
|
||||
|
||||
## 0.1.1
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d37d44]
|
||||
- llamaindex@0.9.1
|
||||
- @llamaindex/cloud@3.0.1
|
||||
- @llamaindex/core@0.5.1
|
||||
- @llamaindex/node-parser@1.0.1
|
||||
- @llamaindex/openai@0.1.53
|
||||
- @llamaindex/readers@2.0.1
|
||||
- @llamaindex/workflow@0.0.11
|
||||
|
||||
## 0.1.0
|
||||
|
||||
### Minor Changes
|
||||
|
||||
- 6a4a737: Remove re-exports from llamaindex main package
|
||||
- f4588bc: Remove readers package from llamaindex
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- c7c0800: fix: fumadoc build fail
|
||||
- a87efb9: docs: update chat engine docs
|
||||
- 7bd5d93: docs: update workflow doc
|
||||
- Updated dependencies [6a4a737]
|
||||
- Updated dependencies [d924c63]
|
||||
- Updated dependencies [b490376]
|
||||
- Updated dependencies [f4588bc]
|
||||
- llamaindex@0.9.0
|
||||
- @llamaindex/core@0.5.0
|
||||
- @llamaindex/cloud@3.0.0
|
||||
- @llamaindex/node-parser@1.0.0
|
||||
- @llamaindex/openai@0.1.52
|
||||
- @llamaindex/readers@2.0.0
|
||||
|
||||
## 0.0.41
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [1c908fd]
|
||||
- @llamaindex/openai@0.1.51
|
||||
- @llamaindex/node-parser@0.0.24
|
||||
- @llamaindex/workflow@0.0.10
|
||||
- @llamaindex/readers@1.0.25
|
||||
- @llamaindex/cloud@2.0.24
|
||||
- @llamaindex/core@0.4.23
|
||||
- llamaindex@0.8.37
|
||||
|
||||
## 0.0.40
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [cb608b5]
|
||||
- @llamaindex/openai@0.1.50
|
||||
- @llamaindex/node-parser@0.0.23
|
||||
- @llamaindex/workflow@0.0.9
|
||||
- @llamaindex/readers@1.0.24
|
||||
- @llamaindex/cloud@2.0.23
|
||||
- @llamaindex/core@0.4.22
|
||||
- llamaindex@0.8.36
|
||||
|
||||
## 0.0.39
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- 6d4d96f: chore: update examples and docs to use unified imports
|
||||
- Updated dependencies [15563a0]
|
||||
- @llamaindex/openai@0.1.49
|
||||
- llamaindex@0.8.35
|
||||
|
||||
## 0.0.38
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [9f8ad37]
|
||||
- Updated dependencies [7265f74]
|
||||
- llamaindex@0.8.34
|
||||
- @llamaindex/openai@0.1.48
|
||||
|
||||
## 0.0.37
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [2019a04]
|
||||
- @llamaindex/openai@0.1.47
|
||||
- llamaindex@0.8.33
|
||||
|
||||
## 0.0.36
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- f02621e: Fix internal links between chapters
|
||||
- Updated dependencies [34faf48]
|
||||
- Updated dependencies [4df1fe6]
|
||||
- Updated dependencies [9456616]
|
||||
- Updated dependencies [d6c270e]
|
||||
- Updated dependencies [1892e1c]
|
||||
- Updated dependencies [1931bbc]
|
||||
- llamaindex@0.8.32
|
||||
- @llamaindex/core@0.4.21
|
||||
- @llamaindex/cloud@2.0.22
|
||||
- @llamaindex/openai@0.1.46
|
||||
- @llamaindex/node-parser@0.0.22
|
||||
- @llamaindex/readers@1.0.23
|
||||
|
||||
## 0.0.35
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [5dec9f9]
|
||||
- Updated dependencies [fd9c829]
|
||||
- Updated dependencies [d211b7a]
|
||||
- Updated dependencies [0ebbfc1]
|
||||
- @llamaindex/cloud@2.0.21
|
||||
- llamaindex@0.8.31
|
||||
- @llamaindex/core@0.4.20
|
||||
- @llamaindex/node-parser@0.0.21
|
||||
- @llamaindex/openai@0.1.45
|
||||
- @llamaindex/readers@1.0.22
|
||||
|
||||
## 0.0.34
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [012495b]
|
||||
- @llamaindex/cloud@2.0.20
|
||||
- llamaindex@0.8.30
|
||||
|
||||
## 0.0.33
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [dd596a0]
|
||||
- llamaindex@0.8.29
|
||||
|
||||
## 0.0.32
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- a9b5b99: feat: build api reference pages for new documentation site
|
||||
- Updated dependencies [a9b5b99]
|
||||
- @llamaindex/core@0.4.19
|
||||
- @llamaindex/readers@1.0.21
|
||||
- @llamaindex/cloud@2.0.19
|
||||
- llamaindex@0.8.28
|
||||
- @llamaindex/node-parser@0.0.20
|
||||
- @llamaindex/openai@0.1.44
|
||||
|
||||
## 0.0.31
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [b504303]
|
||||
- Updated dependencies [e0f6cc3]
|
||||
- Updated dependencies [a0e6f57]
|
||||
- llamaindex@0.8.27
|
||||
- @llamaindex/core@0.4.18
|
||||
- @llamaindex/cloud@2.0.18
|
||||
- @llamaindex/node-parser@0.0.19
|
||||
- @llamaindex/openai@0.1.43
|
||||
- @llamaindex/readers@1.0.20
|
||||
- @llamaindex/workflow@0.0.8
|
||||
|
||||
## 0.0.30
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d1808b]
|
||||
- @llamaindex/core@0.4.17
|
||||
- llamaindex@0.8.26
|
||||
- @llamaindex/openai@0.1.42
|
||||
- @llamaindex/cloud@2.0.17
|
||||
- @llamaindex/node-parser@0.0.18
|
||||
- @llamaindex/readers@1.0.19
|
||||
|
||||
## 0.0.29
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [7e8230b]
|
||||
- Updated dependencies [8be4589]
|
||||
- @llamaindex/readers@1.0.18
|
||||
- @llamaindex/cloud@2.0.16
|
||||
- @llamaindex/core@0.4.16
|
||||
- @llamaindex/node-parser@0.0.17
|
||||
- @llamaindex/openai@0.1.41
|
||||
- @llamaindex/workflow@0.0.7
|
||||
- llamaindex@0.8.25
|
||||
|
||||
## 0.0.28
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- fd38a25: Add vercel tool adapter to use query engine tool
|
||||
|
||||
## 0.0.27
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [515f2c1]
|
||||
- llamaindex@0.8.24
|
||||
|
||||
## 0.0.26
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/cloud@2.0.15
|
||||
- @llamaindex/core@0.4.15
|
||||
- llamaindex@0.8.23
|
||||
- @llamaindex/node-parser@0.0.16
|
||||
- @llamaindex/openai@0.1.40
|
||||
- @llamaindex/readers@1.0.17
|
||||
|
||||
## 0.0.25
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [819af45]
|
||||
- llamaindex@0.8.22
|
||||
- @llamaindex/cloud@2.0.14
|
||||
- @llamaindex/core@0.4.14
|
||||
- @llamaindex/node-parser@0.0.15
|
||||
- @llamaindex/openai@0.1.39
|
||||
- @llamaindex/readers@1.0.16
|
||||
|
||||
## 0.0.24
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [83c3897]
|
||||
- Updated dependencies [efa2211]
|
||||
- llamaindex@0.8.21
|
||||
|
||||
## 0.0.23
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [02b22da]
|
||||
- llamaindex@0.8.20
|
||||
|
||||
## 0.0.22
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [90d265c]
|
||||
- @llamaindex/cloud@2.0.13
|
||||
- @llamaindex/core@0.4.13
|
||||
- llamaindex@0.8.19
|
||||
- @llamaindex/node-parser@0.0.14
|
||||
- @llamaindex/readers@1.0.15
|
||||
- @llamaindex/openai@0.1.38
|
||||
|
||||
## 0.0.21
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [d17450f]
|
||||
- Updated dependencies [ef4f63d]
|
||||
- llamaindex@0.8.18
|
||||
- @llamaindex/core@0.4.12
|
||||
- @llamaindex/cloud@2.0.12
|
||||
- @llamaindex/node-parser@0.0.13
|
||||
- @llamaindex/openai@0.1.37
|
||||
- @llamaindex/readers@1.0.14
|
||||
|
||||
## 0.0.20
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [6d22fa2]
|
||||
- @llamaindex/core@0.4.11
|
||||
- @llamaindex/cloud@2.0.11
|
||||
- llamaindex@0.8.17
|
||||
- @llamaindex/node-parser@0.0.12
|
||||
- @llamaindex/openai@0.1.36
|
||||
- @llamaindex/readers@1.0.13
|
||||
|
||||
## 0.0.19
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [e60328b]
|
||||
- @llamaindex/readers@1.0.12
|
||||
- llamaindex@0.8.16
|
||||
|
||||
## 0.0.18
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [3d503cb]
|
||||
- Updated dependencies [5dae534]
|
||||
- llamaindex@0.8.15
|
||||
|
||||
## 0.0.17
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [630b425]
|
||||
- llamaindex@0.8.14
|
||||
|
||||
## 0.0.16
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [a7b0ac3]
|
||||
- Updated dependencies [ee20c44]
|
||||
- Updated dependencies [c69605f]
|
||||
- @llamaindex/core@0.4.10
|
||||
- @llamaindex/workflow@0.0.6
|
||||
- llamaindex@0.8.13
|
||||
- @llamaindex/cloud@2.0.10
|
||||
- @llamaindex/node-parser@0.0.11
|
||||
- @llamaindex/openai@0.1.35
|
||||
- @llamaindex/readers@1.0.11
|
||||
|
||||
## 0.0.15
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ea92b69]
|
||||
- Updated dependencies [fadc8b8]
|
||||
- @llamaindex/workflow@0.0.5
|
||||
|
||||
## 0.0.14
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [7ae6eaa]
|
||||
- @llamaindex/core@0.4.9
|
||||
- @llamaindex/openai@0.1.34
|
||||
- @llamaindex/cloud@2.0.9
|
||||
- llamaindex@0.8.12
|
||||
- @llamaindex/node-parser@0.0.10
|
||||
- @llamaindex/readers@1.0.10
|
||||
|
||||
## 0.0.13
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [f865c98]
|
||||
- @llamaindex/core@0.4.8
|
||||
- @llamaindex/cloud@2.0.8
|
||||
- llamaindex@0.8.11
|
||||
- @llamaindex/node-parser@0.0.9
|
||||
- @llamaindex/openai@0.1.33
|
||||
- @llamaindex/readers@1.0.9
|
||||
|
||||
## 0.0.12
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [f066e50]
|
||||
- Updated dependencies [d89ebe0]
|
||||
- Updated dependencies [fd8c882]
|
||||
- Updated dependencies [fd8c882]
|
||||
- llamaindex@0.8.10
|
||||
- @llamaindex/core@0.4.7
|
||||
- @llamaindex/workflow@0.0.4
|
||||
- @llamaindex/cloud@2.0.7
|
||||
- @llamaindex/node-parser@0.0.8
|
||||
- @llamaindex/openai@0.1.32
|
||||
- @llamaindex/readers@1.0.8
|
||||
|
||||
## 0.0.11
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [4fc001c]
|
||||
- Updated dependencies [4d4cd8a]
|
||||
- llamaindex@0.8.9
|
||||
- @llamaindex/cloud@2.0.6
|
||||
- @llamaindex/core@0.4.6
|
||||
- @llamaindex/node-parser@0.0.7
|
||||
- @llamaindex/openai@0.1.31
|
||||
- @llamaindex/readers@1.0.7
|
||||
|
||||
## 0.0.10
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [ad85bd0]
|
||||
- @llamaindex/core@0.4.5
|
||||
- llamaindex@0.8.8
|
||||
- @llamaindex/node-parser@0.0.6
|
||||
- @llamaindex/workflow@0.0.3
|
||||
- @llamaindex/cloud@2.0.5
|
||||
- @llamaindex/openai@0.1.30
|
||||
- @llamaindex/readers@1.0.6
|
||||
|
||||
## 0.0.9
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- @llamaindex/cloud@2.0.4
|
||||
- @llamaindex/core@0.4.4
|
||||
- llamaindex@0.8.7
|
||||
- @llamaindex/node-parser@0.0.5
|
||||
- @llamaindex/openai@0.1.29
|
||||
- @llamaindex/readers@1.0.5
|
||||
|
||||
## 0.0.8
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [95a5cc6]
|
||||
- @llamaindex/core@0.4.3
|
||||
- llamaindex@0.8.6
|
||||
- @llamaindex/cloud@2.0.3
|
||||
- @llamaindex/node-parser@0.0.4
|
||||
- @llamaindex/openai@0.1.28
|
||||
- @llamaindex/readers@1.0.4
|
||||
|
||||
## 0.0.7
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [14cc9eb]
|
||||
- Updated dependencies [a6db5dd]
|
||||
- Updated dependencies [396b1e1]
|
||||
- llamaindex@0.8.5
|
||||
- @llamaindex/cloud@2.0.2
|
||||
- @llamaindex/core@0.4.2
|
||||
- @llamaindex/node-parser@0.0.3
|
||||
- @llamaindex/openai@0.1.27
|
||||
- @llamaindex/readers@1.0.3
|
||||
|
||||
## 0.0.6
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [35430d3]
|
||||
- llamaindex@0.8.4
|
||||
- @llamaindex/readers@1.0.2
|
||||
|
||||
## 0.0.5
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [2ff0a89]
|
||||
- @llamaindex/node-parser@0.0.2
|
||||
- llamaindex@0.8.3
|
||||
|
||||
## 0.0.4
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [0765742]
|
||||
- @llamaindex/workflow@0.0.2
|
||||
|
||||
## 0.0.3
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [c7a918c]
|
||||
- llamaindex@0.8.2
|
||||
|
||||
## 0.0.2
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [9c73f0a]
|
||||
- @llamaindex/core@0.4.1
|
||||
- @llamaindex/cloud@2.0.1
|
||||
- llamaindex@0.8.1
|
||||
- @llamaindex/openai@0.1.26
|
||||
- @llamaindex/readers@1.0.1
|
||||
|
||||
## 0.0.1
|
||||
|
||||
### Patch Changes
|
||||
|
||||
- Updated dependencies [359fd33]
|
||||
- Updated dependencies [efb7e1b]
|
||||
- Updated dependencies [98ba1e7]
|
||||
- Updated dependencies [620c63c]
|
||||
- @llamaindex/core@0.4.0
|
||||
- llamaindex@0.8.0
|
||||
- @llamaindex/cloud@2.0.0
|
||||
- @llamaindex/openai@0.1.25
|
||||
- @llamaindex/readers@1.0.0
|
||||
@@ -0,0 +1,21 @@
|
||||
# Docs
|
||||
|
||||
This is a Next.js application generated with
|
||||
[Create Fumadocs](https://github.com/fuma-nama/fumadocs).
|
||||
|
||||
Run development server:
|
||||
|
||||
```bash
|
||||
turbo run dev
|
||||
# turbo will build all required packages before running the dev server
|
||||
```
|
||||
|
||||
## 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
|
||||
@@ -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": "@/lib/utils",
|
||||
"ui": "@/components/ui",
|
||||
"lib": "@/lib",
|
||||
"hooks": "@/hooks"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,35 @@
|
||||
import { createMDX } from "fumadocs-mdx/next";
|
||||
import MonacoWebpackPlugin from "monaco-editor-webpack-plugin";
|
||||
const withMDX = createMDX();
|
||||
|
||||
/** @type {import('next').NextConfig} */
|
||||
const config = {
|
||||
reactStrictMode: true,
|
||||
transpilePackages: ["monaco-editor"],
|
||||
serverExternalPackages: ["@huggingface/transformers"],
|
||||
webpack: (config, { isServer }) => {
|
||||
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;
|
||||
if (!isServer) {
|
||||
config.plugins.push(
|
||||
new MonacoWebpackPlugin({
|
||||
languages: ["typescript"],
|
||||
filename: "static/[name].worker.js",
|
||||
}),
|
||||
);
|
||||
}
|
||||
config.resolve.alias["replicate"] = false;
|
||||
return config;
|
||||
},
|
||||
};
|
||||
|
||||
export default withMDX(config);
|
||||
@@ -0,0 +1,93 @@
|
||||
{
|
||||
"name": "@llamaindex/doc",
|
||||
"version": "0.1.4",
|
||||
"private": true,
|
||||
"scripts": {
|
||||
"build": "pnpm run build:docs && next build",
|
||||
"dev": "next dev",
|
||||
"start": "next start",
|
||||
"postdev": "fumadocs-mdx",
|
||||
"postbuild": "fumadocs-mdx && tsx scripts/post-build.mts",
|
||||
"build:docs": "cross-env NODE_OPTIONS=\"--max-old-space-size=8192\" typedoc && node ./scripts/generate-docs.mjs"
|
||||
},
|
||||
"dependencies": {
|
||||
"@icons-pack/react-simple-icons": "^10.1.0",
|
||||
"@llamaindex/chat-ui": "0.0.9",
|
||||
"@llamaindex/cloud": "workspace:*",
|
||||
"@llamaindex/core": "workspace:*",
|
||||
"@llamaindex/node-parser": "workspace:*",
|
||||
"@llamaindex/openai": "workspace:*",
|
||||
"@llamaindex/readers": "workspace:*",
|
||||
"@llamaindex/workflow": "workspace:*",
|
||||
"@mdx-js/mdx": "^3.1.0",
|
||||
"@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",
|
||||
"@vercel/functions": "^1.5.0",
|
||||
"@scalar/api-client-react": "^1.1.25",
|
||||
"ai": "^3.4.33",
|
||||
"class-variance-authority": "^0.7.0",
|
||||
"clsx": "2.1.1",
|
||||
"foxact": "^0.2.41",
|
||||
"framer-motion": "^11.11.17",
|
||||
"fumadocs-core": "^14.7.7",
|
||||
"fumadocs-docgen": "^1.3.7",
|
||||
"fumadocs-mdx": "^11.5.3",
|
||||
"fumadocs-openapi": "^5.12.0",
|
||||
"fumadocs-twoslash": "^2.0.3",
|
||||
"fumadocs-typescript": "^3.0.3",
|
||||
"fumadocs-ui": "^14.7.7",
|
||||
"hast-util-to-jsx-runtime": "^2.3.2",
|
||||
"llamaindex": "workspace:*",
|
||||
"lucide-react": "^0.460.0",
|
||||
"next": "15.1.7",
|
||||
"next-themes": "^0.4.3",
|
||||
"react": "^19.0.0",
|
||||
"react-dom": "^19.0.0",
|
||||
"react-icons": "^5.3.0",
|
||||
"react-monaco-editor": "^0.56.2",
|
||||
"react-text-transition": "^3.1.0",
|
||||
"react-use-measure": "^2.1.1",
|
||||
"rehype-katex": "^7.0.1",
|
||||
"remark-math": "^6.0.0",
|
||||
"rimraf": "^6.0.1",
|
||||
"shiki": "^2.3.2",
|
||||
"shiki-magic-move": "^1.0.0",
|
||||
"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",
|
||||
"use-stick-to-bottom": "^1.0.42",
|
||||
"web-tree-sitter": "^0.24.4",
|
||||
"zod": "^3.23.8"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@next/env": "^15.0.3",
|
||||
"@types/mdx": "^2.0.13",
|
||||
"@types/node": "22.9.0",
|
||||
"@types/react": "^18.3.12",
|
||||
"@types/react-dom": "^18.3.1",
|
||||
"autoprefixer": "^10.4.20",
|
||||
"cross-env": "^7.0.3",
|
||||
"fast-glob": "^3.3.2",
|
||||
"gray-matter": "^4.0.3",
|
||||
"monaco-editor-webpack-plugin": "^7.1.0",
|
||||
"postcss": "^8.4.49",
|
||||
"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": "^3.4.15",
|
||||
"tsx": "^4.19.2",
|
||||
"typedoc": "0.27.4",
|
||||
"typedoc-plugin-markdown": "^4.3.1",
|
||||
"typedoc-plugin-merge-modules": "^6.1.0",
|
||||
"typescript": "^5.7.2"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,6 @@
|
||||
module.exports = {
|
||||
plugins: {
|
||||
tailwindcss: {},
|
||||
autoprefixer: {},
|
||||
},
|
||||
};
|
||||
|
After Width: | Height: | Size: 11 KiB |
|
After Width: | Height: | Size: 15 KiB |
|
After Width: | Height: | Size: 9.8 KiB |
|
After Width: | Height: | Size: 867 B |
|
After Width: | Height: | Size: 1.5 KiB |
|
After Width: | Height: | Size: 15 KiB |
@@ -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;}
|
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.st1{fill-rule:evenodd;clip-rule:evenodd;fill:#FF9900;}
|
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</style>
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<g>
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