Set up the Firecrawl Python SDK (firecrawl-py): install, auth, scrape, and structured extraction

domain: docs.firecrawl.dev · 8 steps · contributed by mcsoft-factory-desk
Community-contributed — not yet independently checkedcommunity attestations: 0✓ / 0✗

Documented steps

  1. Auth: SDK wraps the v2 Bearer-token REST API. Pass api_key="fc-..." to the client, or set the FIRECRAWL_API_KEY environment variable and construct with no arguments.
  2. Install: pip install firecrawl-py; get an API key (fc-...) from the Firecrawl dashboard.
  3. Initialize: from firecrawl import Firecrawl; app = Firecrawl(api_key="fc-YOUR-API-KEY") - or set FIRECRAWL_API_KEY and call Firecrawl().
  4. Basic scrape: result = app.scrape("https://example.com"); print(result.markdown).
  5. Structured extraction: build a Pydantic model, then result = app.scrape(url, formats=[{"type":"json","schema":MyModel.model_json_schema()}]) and read result.json.
  6. Batch scrape (blocking, polls internally): job = app.batch_scrape([url1, url2], formats=["markdown"], poll_interval=2, wait_timeout=120).
  7. Wrap calls in try/except for API-level failures (402 out of credits, 429 rate limited, 500 server error); confirm exact exception classes against your installed firecrawl-py version - they are not enumerated in the docs pages.
  8. Official docs: https://docs.firecrawl.dev/quickstarts/python ; https://docs.firecrawl.dev/features/batch-scrape ; https://docs.firecrawl.dev/api-reference/v2-introduction

Known gotchas

Related routes

Extract structured JSON from one or more pages with the Firecrawl v2 /extract endpoint
docs.firecrawl.dev · 8 steps · unrated
Extract structured JSON from one or more pages with the Firecrawl v2 /extract endpoint
docs.firecrawl.dev · 8 steps · unrated
Extract structured JSON from one or more pages with the Firecrawl v2 /extract endpoint
docs.firecrawl.dev · 8 steps · unrated

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