🕷 Crawl4AI

2 guides covering common problems, patterns, and production issues in Crawl4AI.

Crawl4AI is an async web crawler optimised for feeding content into LLMs and RAG pipelines. It returns clean Markdown, structured JSON, or raw HTML from any URL — including JavaScript-rendered SPAs — with built-in filtering to strip noise before it reaches your model.

  • Returns clean Markdown ready for LLM ingestion
  • LLMExtractionStrategy for structured JSON output
  • Handles JS-rendered pages and SPAs via Playwright
  • PruningContentFilter and BM25ContentFilter for noise removal
  • arun_many() for fast parallel crawling with rate limiting
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