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StarTrail-org/PixelRAG

★ 10,312 stars

PythonAI agentsAIRAG

Covered in week 2026-W32 · the 2026-08 report

The end of web parsing. The beginning of scalable pixel-native search.

What PixelRAG is

Official codebase for PIXELRAG: Web Screenshots Beat Text for Retrieval-Augmented Generation

From the repository README · read it on GitHub →

05 Aug 2026 · 0:29
PixelRAG Is Free and Replaces $333/mo Firecrawl — No HTML Parsing
Watch on YouTube →

Transcript

Web layouts change and your HTML scrapers break, forcing you to hunt for new CSS selectors again. PixelRAG searches screenshots as visual data, skipping HTML parsing entirely. This pixel-native RAG matches content by visual layout, not text extraction. With 8,192 stars on GitHub, it reads pages as images so layout changes never break your document pipeline again. Would this survive your next website redesign?

View on GitHub