Integrations
Langchain
Firecrawl integrates with Langchain as a document loader.
Installation
pip install firecrawl-py
Usage
You will need to get your own API key. See https://firecrawl.dev
from langchain_community.document_loaders import FireCrawlLoader
loader = FireCrawlLoader(
api_key="YOUR_API_KEY", url="https://firecrawl.dev", mode="crawl"
)
docs = loader.load()
Modes
Scrape: Scrape single url and return the markdown. Crawl: Crawl the url and all accessible sub pages and return the markdown for each one.
loader = FireCrawlLoader(
api_key="YOUR_API_KEY",
url="https://firecrawl.dev",
mode="scrape",
)
data = loader.load()
Crawler Options
You can also pass params to the loader. This is a dictionary of options to pass to the crawler. See the FireCrawl API documentation for more information.
Langchain JS
To use it in Langchain JS, you can install it via npm:
npm install @mendableai/firecrawl-js
Then, you can use it like this:
import { FireCrawlLoader } from "langchain/document_loaders/web/firecrawl";
const loader = new FireCrawlLoader({
url: "https://firecrawl.dev", // The URL to scrape
apiKey: process.env.FIRECRAWL_API_KEY, // Optional, defaults to `FIRECRAWL_API_KEY` in your env.
mode: "scrape", // The mode to run the crawler in. Can be "scrape" for single urls or "crawl" for all accessible subpages
params: {
// optional parameters based on Firecrawl API docs
// For API documentation, visit https://docs.firecrawl.dev
},
});
const docs = await loader.load();