Vibe Coding Discover

Use Cases

Build A Faiss Or Qdrant Index Over Screenshots Of Your Own Pdfs And Pages

Published projects tagged with this use case.

1 project

PixelRAG

★ 10K

PixelRAG renders web pages and PDFs to screenshot tiles and retrieves over the images with a LoRA-tuned Qwen3-VL embedding model, so tables, charts and layout survive retrieval. Includes a pixelshot CLI, FAISS/Qdrant indexing, a FastAPI search server, a hosted 8.28M-page Wikipedia index, and a Claude Code screenshot sk

RAG | Python · visual-rag · pixel-native-search

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