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
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Documented steps
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.
Install: pip install firecrawl-py; get an API key (fc-...) from the Firecrawl dashboard.
Initialize: from firecrawl import Firecrawl; app = Firecrawl(api_key="fc-YOUR-API-KEY") - or set FIRECRAWL_API_KEY and call Firecrawl().
Basic scrape: result = app.scrape("https://example.com"); print(result.markdown).
Structured extraction: build a Pydantic model, then result = app.scrape(url, formats=[{"type":"json","schema":MyModel.model_json_schema()}]) and read result.json.
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.
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
The environment variable name is specifically FIRECRAWL_API_KEY - a mismatched name silently falls back to unauthenticated calls.
Exact SDK exception class names are not documented on the quickstart pages - verify against your installed firecrawl-py version before writing specific except clauses.
The Node.js SDK has a different call shape (new Firecrawl({apiKey}), startBatchScrape/getBatchScrapeStatus) than Python's blocking batch_scrape - don't mix idioms.
SDK calls inherit REST defaults (2-day response cache via maxAge, onlyMainContent: true) unless overridden per call.
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