Posted inAI
Crawl4AI and Python: Extracting Clean Markdown for LLMs and RAG Systems
Raw HTML wrecks RAG pipelines with token bloat and noise. Here is how to use Crawl4AI and Python to scrape dynamic pages into clean, structured Markdown while reducing embedding token usage by over 50%.


