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Cheap Firecrawl Alternatives for Hobby RAG
Building a hobby RAG pipeline? Compare Crawl4AI, Jina Reader, Trafilatura, Playwright, and Web2MD for clean Markdown ingestion.
2026-05-189 min read
5 articles
Building a hobby RAG pipeline? Compare Crawl4AI, Jina Reader, Trafilatura, Playwright, and Web2MD for clean Markdown ingestion.
A practical Firecrawl alternative workflow for hobby RAG using Web2MD, Crawl4AI, Jina Reader, Trafilatura, Readability, and Playwright.
Firecrawl Extract is great, but $188/mo is wrong for solo RAG. Flip the architecture: extract inside Chrome with your session. Web2MD does it for $9.
Most RAG pipelines fail on dirty input data, not weak LLMs. Deep-dive on preprocessing: crawling, cleaning, chunking, embedding — with Python and benchmarks.
You don't need Python or BeautifulSoup to extract web data for AI. How no-code tools like Web2MD make web scraping accessible from marketers to researchers.