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DocRay
by DocRay
Knowledge Rot Detector + Style-Matched Content Generator
Demo Video
About This Project
A system that automatically scans enterprise knowledge bases for stale content, scores every document for rot using an LLM-as-judge, and regenerates flagged articles in your original brand voice—learning from every human correction.
Tracks
GMI Cloud
HydraDB
Built With
FastAPI
HTML/CSS
HydraDB
Python
Repository
Team
Submitted May 2, 2026 at 2:54 PM