---
title: LlamaIndex
description: Agentic adapter for the LlamaIndex TS SDK.
---

- package: `@agentic/llamaindex`
- exports: `function createLlamaIndexTools`
- [source](https://github.com/transitive-bullshit/agentic/blob/main/packages/llamaindex/src/llamaindex.ts)
- [LlamaIndex TS docs](https://ts.llamaindex.ai)

## Install

<CodeGroup>
```bash npm
npm install @agentic/llamaindex llamaindex
```

```bash yarn
yarn add @agentic/llamaindex llamaindex
```

```bash pnpm
pnpm add @agentic/llamaindex llamaindex
```

</CodeGroup>

## Usage

```ts
import 'dotenv/config'

import { createLlamaIndexTools } from '@agentic/llamaindex'
import { WeatherClient } from '@agentic/stdlib'
import { OpenAI, OpenAIAgent } from 'llamaindex'

async function main() {
  const weather = new WeatherClient()

  const tools = createLlamaIndexTools(weather)
  const agent = new OpenAIAgent({
    llm: new OpenAI({ model: 'gpt-4o-mini', temperature: 0 }),
    systemPrompt: 'You are a helpful assistant. Be as concise as possible.',
    tools
  })

  const response = await agent.chat({
    message: 'What is the weather in San Francisco?'
  })

  console.log(response.message.content)
}

await main()
```

## Running this example

<Info>
  You'll need a free API key from [weatherapi.com](https://www.weatherapi.com)
  to run this example. Store it in a local `.env` file as `WEATHER_API_KEY`.
</Info>

<Info>
  You'll need an [OpenAI API key](https://platform.openai.com/docs/quickstart)
  to run this example. Store it in a local `.env` file as `OPENAI_API_KEY`.
</Info>

```sh
git clone git@github.com:transitive-bullshit/agentic.git
cd agentic
pnpm install
echo 'WEATHER_API_KEY=your-key' >> .env
echo 'OPENAI_API_KEY=your-key' >> .env
npx tsx examples/llamaindex/bin/weather.ts
```