Firecrawl vs Crawl4AI: Web Scraping for RAG

Building reliable Retrieval-Augmented Generation (RAG) pipelines necessitates a shift in web scraping from traditional selectors to converting DOM into semantic Markdown. Firecrawl and Crawl4AI are key tools for this translation layer, and this post evaluates them based on architectural fit, extraction quality, performance, and AI workflow integration.