firecrawlragmarkdownweb scrapingchrome extensionai tools
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
Tag: web scraping
5 articles
ragfirecrawlmarkdownweb scrapingchrome extensionai tools
Cheap Firecrawl alternative for hobby RAG
A practical Firecrawl alternative workflow for hobby RAG using Web2MD, Crawl4AI, Jina Reader, Trafilatura, Readability, and Playwright.
2026-05-178 min read
firecrawl alternativerag pipelineweb scrapingai workflowmcp serverclaude codecursoranti-botobsidian
Firecrawl Costs Too Much for Hobby RAG — Here's a $9 Alternative That Uses Your Real Browser
Firecrawl Extract is excellent — and at $188/mo for any real ingestion volume, it's also the wrong tool for solo RAG builders. The alternative is to flip the architecture: instead of paying a server to dodge anti-bot, use the browser you already have. Web2MD does extraction inside Chrome with your existing session, and it costs $9 flat.
2026-05-076 min read
RAG pipeline preprocessingweb data for RAGRAG input qualityLangChainLlamaIndexvector databaseembedding qualityweb scrapingmarkdownAI engineering
RAG Pipeline Preprocessing: Why Web Data Quality Determines Everything
Most RAG pipelines fail not because of bad retrievers or weak LLMs — they fail because of dirty input data. This deep-dive covers the complete preprocessing architecture for web data: crawling, cleaning, chunking, embedding, and storage, with real Python code and benchmark results.
2026-04-0417 min read
web scrapingno-codeaidata extractionautomation
Web Scraping for AI Without Writing a Single Line of Code
You don't need Python or BeautifulSoup to extract web data for AI. Learn how no-code tools like Web2MD make web scraping accessible to everyone, from marketers to researchers.
2026-02-107 min read