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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

    @nate_512 的照片· Jun 20, 2026· Tech

    关于这张照片

    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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    还没有评论。来抢沙发吧!

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    Joe Rogan shocked reactionJoe Rogan shocked reactionOmarchy free open source AI operating systemOmarchy free open source AI operating systemiPhone iOS 27 location feature2iPhone iOS 27 location featureiPhone 18 Pro Max EU Energy Label2iPhone 18 Pro Max EU Energy LabelEgypt solar panels agriculture2Egypt solar panels agricultureCave Pro MaxCave Pro MaxMarques Brownlee greatest ruler reviewMarques Brownlee greatest ruler reviewUS Space Force deploys on-orbit weaponsUS Space Force deploys on-orbit weaponsUBTECH Robotics Liuzhou factoryUBTECH Robotics Liuzhou factoryOpenAI buys AI camera startupOpenAI buys AI camera startupµBites cookies made from plastic wasteµBites cookies made from plastic wasteLagarde on Europe AI dependenceLagarde on Europe AI dependenceHeelmike returns to KickHeelmike returns to KickMan at YouTube event posingMan at YouTube event posingTwitter artist trend shift2Twitter artist trend shiftSteam Frame pricing revealSteam Frame pricing revealBolt Forge pricing plansBolt Forge pricing plansApple iPhone game controllers BeatsApple iPhone game controllers Beats
    照片
    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

    查看原帖

    PixelRAG web screenshots Beat Text UC Berkeley

    @nate_512 的照片· Jun 20, 2026· Tech

    关于这张照片

    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.

    查看Tech的全部照片

    ?

    还没有评论。来抢沙发吧!

    更多Tech照片

    查看Tech的全部照片
    Joe Rogan shocked reactionJoe Rogan shocked reactionOmarchy free open source AI operating systemOmarchy free open source AI operating systemiPhone iOS 27 location feature2iPhone iOS 27 location featureiPhone 18 Pro Max EU Energy Label2iPhone 18 Pro Max EU Energy LabelEgypt solar panels agriculture2Egypt solar panels agricultureCave Pro MaxCave Pro MaxMarques Brownlee greatest ruler reviewMarques Brownlee greatest ruler reviewUS Space Force deploys on-orbit weaponsUS Space Force deploys on-orbit weaponsUBTECH Robotics Liuzhou factoryUBTECH Robotics Liuzhou factoryOpenAI buys AI camera startupOpenAI buys AI camera startupµBites cookies made from plastic wasteµBites cookies made from plastic wasteLagarde on Europe AI dependenceLagarde on Europe AI dependenceHeelmike returns to KickHeelmike returns to KickMan at YouTube event posingMan at YouTube event posingTwitter artist trend shift2Twitter artist trend shiftSteam Frame pricing revealSteam Frame pricing revealBolt Forge pricing plansBolt Forge pricing plansApple iPhone game controllers BeatsApple iPhone game controllers Beats