GH Repository · StarTrail-org
PixelRAG
https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/
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python/uvagentmemoryvlmairagagent-appnodemultimodalsearchvisionPythonsearchenginepython
PixelRAG is a Python agent app from the Star Trail org that provides pixel-native retrieval-augmented search, described as an alternative to web parsing. It is accompanied by an arXiv paper and project site, and the repository ships a claude-md file and uses a Node/Python toolchain with uv.
Reach for it when you want RAG-style search over documents as pixels via vision-language models instead of parsing.
Use it to
- Run pixel-native RAG search over documents
- Explore the accompanying arXiv research approach
- Integrate search into agentic memory workflows
- Experiment with VLM-based retrieval
For Developers building multimodal search and RAG agents
- Role
- agent-app
- Language
- Python
- Licence
- Apache-2.0
- Forks
- 855
- Open issues
- 8
- Last push
- 2026-09-14
- Latest release
- v0.1.0 · 2026-05-31
topicsragsearchvisionvlmagentmultimodal