FIRE-1 AI Agent (Beta)

FIRE-1 is an AI agent that enhances Firecrawl’s scraping capabilities. It can controls browser actions and navigates complex website structures to enable comprehensive data extraction beyond traditional scraping methods.

What FIRE-1 Can Do:

Plan and take actions to uncover data
Interact with buttons, links, inputs, and dynamic elements.
Get multiple pages of data that require pagination, multiple steps, etc.

How to use FIRE-1

You can leverage the FIRE-1 agent with the /v1/extract endpoint for complex extraction tasks that require navigation across multiple pages or interaction with elements. Example:

from firecrawl import FirecrawlApp

app = FirecrawlApp(api_key="fc-YOUR_API_KEY")

# Extract data from a website:
extract_result = app.extract(['firecrawl.dev'],
  prompt="Extract all user comments from this forum thread.",
  schema={
    "type": "object",
    "properties": {
      "comments": {
        "type": "array",
        "items": {
          "type": "object",
          "properties": {
            "author": {"type": "string"},
            "comment_text": {"type": "string"}
          },
          "required": ["author", "comment_text"]
        }
      }
    },
    "required": ["comments"]
  },
  agent={
    "model": "FIRE-1"
  }
)

print(extract_result)

import { Firecrawl, ExtractResponse } from 'firecrawl';

const app = new Firecrawl({apiKey: "fc-YOUR_API_KEY"});

// Extract from a website using schema and prompt:
const extractResult = await app.extract(['https://example-forum.com/topic/123'], {
  prompt: "Extract all user comments from this forum thread.",
  schema: {
    type: "object",
    properties: {
      comments: {
        type: "array",
        items: {
          type: "object",
          properties: {
            author: {type: "string"},
            comment_text: {type: "string"}
          },
          required: ["author", "comment_text"]
        }
      }
    },
    required: ["comments"]
  },
  agent: {
    model: 'FIRE-1'
  }
}) as ExtractResponse;

if (!extractResult.success) {
  throw new Error(`Failed to extract: ${extractResult.error}`)
}

console.log(extractResult)

curl -X POST https://api.firecrawl.dev/v1/extract \
    -H 'Content-Type: application/json' \
    -H 'Authorization: Bearer YOUR_API_KEY' \
    -d '{
      "urls": ["https://example-forum.com/topic/123"],
      "prompt": "Extract all user comments from this forum thread.",
      "schema": {
        "type": "object",
        "properties": {
          "comments": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "author": {"type": "string"},
                "comment_text": {"type": "string"}
              },
              "required": ["author", "comment_text"]
            }
          }
        },
        "required": ["comments"]
      },
      "agent": {
        "model": "FIRE-1"
      }
    }'

Billing

The cost of using FIRE-1 is non-deterministic. See our credit calculator to learn about the base cost of each Extract request. Why is FIRE-1 more expensive?
FIRE-1 leverages advanced browser automation and AI planning to interact with complex web pages, which requires more compute resources than standard extraction.

Rate limits

/extract: 10 requests per minute

Getting Started

AI Tools

Agent Harnesses

LLM SDKs and Frameworks

Agent Endpoint

Agentic Debugging

Cookbooks

FIRE-1 Agent (Beta)

What FIRE-1 Can Do:

How to use FIRE-1

Billing

Rate limits

​What FIRE-1 Can Do:

​How to use FIRE-1

​Billing

​Rate limits

What FIRE-1 Can Do:

How to use FIRE-1

Billing

Rate limits