Nate@nate_512

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PixelRAG web screenshots Beat Text UC Berkeley

A new approach to web scraping for RAG systems: researchers at UC Berkeley have open-sourced PixelRAG, a tool that bypasses HTML parsing entirely. Instead of extracting text from a page and embedding chunks, it captures full-page screenshots and uses visual search over millions of rendered pages. The GitHub repository lists authors Yichuan Wang, Zhifei Li, Zirui Wang, Paul Teleltche, Lesheng Jin, Matei Zaharia, Joseph E. Gonzalez, and Sewon Min. The tool can be installed via pip and includes code for rendering pages to

2mo

Nate@nate_512

Follow

PixelRAG web screenshots Beat Text UC Berkeley

A new approach to web scraping for RAG systems: researchers at UC Berkeley have open-sourced PixelRAG, a tool that bypasses HTML parsing entirely. Instead of extracting text from a page and embedding chunks, it captures full-page screenshots and uses visual search over millions of rendered pages. The GitHub repository lists authors Yichuan Wang, Zhifei Li, Zirui Wang, Paul Teleltche, Lesheng Jin, Matei Zaharia, Joseph E. Gonzalez, and Sewon Min. The tool can be installed via pip and includes code for rendering pages to

2mo