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    Nate
    Nate@nate_5122mo
    💭Tech💭AI
    PixelRAG web screenshots Beat Text UC Berkeley

    @nate_512A 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

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    PixelRAG web screenshots Beat Text UC Berkeley

    Photo by @nate_512· Jun 20, 2026· Tech

    About this photo

    A black cat mascot holding a screenshot icon sits beside the bold PixelRAG logo with a blue pixel accent. The tagline reads “Web Screenshots Beat Text” and the subhead explains “Visual search at scale over millions of rendered pages.” Below, the GitHub repo header lists authors Yichuan Wang, Zhifei Li, Zirui Wang, Paul Teleltche, Lesheng Jin, Matei Zaharia, Joseph E. Gonzalez, and Sewon Min, plus CI, demo, and live status badges. A terminal-style box shows the pip install command, followed by code snippets for rendering a page to screenshots and searching a visual index of 8.28M Wikipedia pages.

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    Photo
    Nate
    Nate@nate_5122mo
    💭Tech💭AI
    PixelRAG web screenshots Beat Text UC Berkeley

    @nate_512A 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

    View original post

    PixelRAG web screenshots Beat Text UC Berkeley

    Photo by @nate_512· Jun 20, 2026· Tech

    About this photo

    A black cat mascot holding a screenshot icon sits beside the bold PixelRAG logo with a blue pixel accent. The tagline reads “Web Screenshots Beat Text” and the subhead explains “Visual search at scale over millions of rendered pages.” Below, the GitHub repo header lists authors Yichuan Wang, Zhifei Li, Zirui Wang, Paul Teleltche, Lesheng Jin, Matei Zaharia, Joseph E. Gonzalez, and Sewon Min, plus CI, demo, and live status badges. A terminal-style box shows the pip install command, followed by code snippets for rendering a page to screenshots and searching a visual index of 8.28M Wikipedia pages.

    See all Tech photos

    ?

    No comments yet. Be the first!

    More Tech photos

    See all Tech photos
    unique soccer team momentunique soccer team momentGoogle Workspace voice featuresGoogle Workspace voice featuresElon Musk AI warningElon Musk AI warningTesla next-generation RoadsterTesla next-generation RoadsterOriginal content program application reviewOriginal content program application reviewSamsung Galaxy Z Fold8 Tim Cook ad2Samsung Galaxy Z Fold8 Tim Cook adiPhone Duo pricing tiers2iPhone Duo pricing tiersNikola Tesla solitude quoteNikola Tesla solitude quoteiPhone 17 Pro and iPhone 18 Pro comparisoniPhone 17 Pro and iPhone 18 Pro comparisonElon money requestElon money requestTesla Electric Powerwall Texas offerTesla Electric Powerwall Texas offerCarnegie Mellon University Dr. Uju Anya statementCarnegie Mellon University Dr. Uju Anya statementLondon Underground smart glasses noticeLondon Underground smart glasses notice