Camel AI - Firecrawl Docs

Note

Official CAMEL docs: docs.camel-ai.org/key_modules/loaders

Firecrawl ships as a CAMEL loader, turning any site into LLM-ready markdown for your agents

Installation#

pip install camel-ai

Set your Firecrawl key so the loader picks it up automatically:

export FIRECRAWL_API_KEY="fc-your-api-key"

Usage#

With Camel AI and Firecrawl you can quickly build multi-agent systems that use data from the web.

Using Firecrawl to Gather an Entire Website#

crawl returns once the job finishes. Check status, then read the markdown from data.

from camel.loaders import Firecrawlfirecrawl = Firecrawl()response = firecrawl.crawl(url="https://www.camel-ai.org/about")print(response["status"])  # "completed" when the crawl has finishedprint(response["data"][0]["markdown"])

Using Firecrawl to Gather a Single Page#

from camel.loaders import Firecrawlfirecrawl = Firecrawl()response = firecrawl.scrape(url="https://www.camel-ai.org/about")print(response["markdown"])

Tip

Firecrawl() reads FIRECRAWL_API_KEY from the environment. Pass api_key=... to override it, or api_url=... to point at a self-hosted instance.

Installation#

Usage#

Using Firecrawl to Gather an Entire Website#

Using Firecrawl to Gather a Single Page#

Resources#