What's inside StarTrail-org/
StarTrail-org/PixelRAG is a Python repo with 59,214 lines written. PixelRAG is built with FastAPI, fastmcp, AIOHTTP, and 2 more and uses Hugging Face, OpenAI, and Anthropic. AI signed 24.1% of the 133 commits of PixelRAG.
LinkedInPixelRAGPython · Apache-2.0
- lines written
- 59,214
- product files
- 141
- test files
- 45
- GitHub stars
- 10,914
Read on November 13, 2026, at commit 16f35e5.See each one with its proof
The card says what it's built with. Its whole map opens it up: every part of the code and how it connects to the rest.
How much of PixelRAG did AI write?
Frequently asked questions
What is StarTrail-org/PixelRAG?
StarTrail-org/PixelRAG is a Python repo with 59,214 lines written. Its description on GitHub: “https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/”
The proof: its page on GitHub
What is PixelRAG built with?
PixelRAG is built with FastAPI, fastmcp, AIOHTTP, and 2 more and uses Hugging Face, OpenAI, and Anthropic.
The proof: each service with its file and line
How much of PixelRAG did AI write?
AI signed 24.1% of the 133 commits of PixelRAG.
The proof: the commits each tool signed
What license does PixelRAG have?
PixelRAG is released under the Apache-2.0 license.
The proof: its page on GitHub
How many stars does PixelRAG have on GitHub?
PixelRAG had 10,914 stars on GitHub on November 13, 2026.
The proof: its page on GitHub
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