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PixelRAG
https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/
open-sourcememory-knowledge
10.1k
Stars
+843
Stars/month
47
Commits (90d)
4
Releases (6m)
Star Growth
+2.5k (33.3%)estimated from velocity
Overview
PixelRAG renders web pages, PDFs, and images as screenshots and retrieves over the images directly, preserving visual structure like tables and charts. It includes a hosted API with a pre-built index of Wikipedia pages and a CLI tool for rendering pages to screenshot tiles. The tool also integrates as a Claude Code plugin (pixelbrowse) to allow Claude to read web pages visually.
Deep Analysis
Key Differentiator
Uses web screenshots instead of parsed text for retrieval, preserving visual structure that HTML parsing discards.
⚡ Capabilities
- • Render pages/documents to screenshot tiles
- • Search a visual index of documents
- • Take images as queries for visual search
- • Integrate as Claude plugin for visual browsing
🔗 Integrations
Claude Code (via pixelbrowse plugin)Command-line interfaceHosted API endpoint
✓ Best For
- ✓ Retrieving documents based on visual layout and structure
- ✓ Enabling AI agents to understand web content visually
- ✓ Preserving tables, charts, and infographics in document retrieval
✗ Not Ideal For
- ✗ Pure text-based retrieval without visual elements
- ✗ End-user applications like chatbots or image generators
⚠ Known Limitations
- ⚠ Requires rendering documents to screenshots
- ⚠ Hosted index currently limited to Wikipedia pages
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