---
title: Perplexity LLM
---

## Installation

```package-install
npm i @llamaindex/perplexity
```

## Usage

```ts
import { Settings } from "llamaindex";
import { perplexity } from "@llamaindex/perplexity";
Settings.llm = perplexity({
apiKey: "<YOUR_API_KEY>",
model: "sonar", // or available models 
});
```

## Example

```ts
import { perplexity } from "@llamaindex/perplexity";

const perplexityLlm = perplexity({
  apiKey: "<YOUR_API_KEY>",
  model: "sonar", // or avaiable models
});

async function main() {
  const response = await perplexityLlm.chat({
    messages: [
      {
        role: "system",
        content: "You are an AI assistant",
      },
      {
        role: "user",
        content: "Tell me about San Francisco",
      },
    ],
    stream: false,
  });
  console.log(response);

  const stream = await perplexityLlm.chat({
    messages: [
      {
        role: "system",
        content: "You are a creative AI assistant that tells engaging stories",
      },
      {
        role: "user",
        content: "Tell me a short story",
      },
    ],
    stream: true,
  });

  console.log("\nStreaming response:");
  for await (const chunk of stream) {
    process.stdout.write(chunk.delta);
  }
}
```

## Full Example

```ts
import { perplexity } from "@llamaindex/perplexity";
import { Document, Settings, VectorStoreIndex } from "llamaindex";

// Use the perplexity LLM
Settings.llm = perplexity({ model: "sonar", apiKey: "<YOUR_API_KEY>" });

async function main() {
  const document = new Document({ text: essay, id_: "essay" });

  // Load and index documents
  const index = await VectorStoreIndex.fromDocuments([document]);

  // get retriever
  const retriever = index.asRetriever();

  // 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);
}
```

## Available Models

The following models are available:

- `sonar`: 128k context window
- `sonar-pro`: 200k context window
- `sonar-deep-research`: 128k context window
- `sonar-reasoning`: 128k context window
- `sonar-reasoning-pro`: 128k context window
- `r1-1776`: 128k context window


# Limitations

Currently does not support function calling.

## API Reference

- [Perplexity](/docs/api/classes/Perplexity)
