{"repo":"JehanneDussert/govllm","free":true,"listed":false,"github":"https://github.com/JehanneDussert/govllm","clone":"git clone https://github.com/JehanneDussert/govllm.git","description":"Continuous LLM governance monitoring for regulated environments - EU AI Act, GDPR, ANSSI. Self-hosted, profile-driven, no data leaves your infrastructure.","language":"Python","stars":27,"topics":["ai-act","ai-governance","docker","fastapi","gdpr","grafana","langfuse","llm","observability","ollama"],"license":null,"category":"analytics","readme_excerpt":"govllm ⚠️ Personal project — not affiliated with, funded by, or endorsed by any French public administration. How do you justify a model choice six months after go-live? Self-hosted LLM governance monitoring for regulated environments. Continuous scoring against EU AI Act, GDPR, and ANSSI — not a one-shot benchmark. Built out of a question I couldn't find a good answer to, working on LLM deployment in the French public sector. Directly applicable to AI Act Article 9 requirements (ongoing risk management) and NIS2 operational continuity constraints. --- What it does govllm scores LLM outputs continuously against configurable governance profiles. Each response is evaluated by a local LLM-as-a-judge across criteria mapped to regulatory frameworks. The best-performing model per use case is selected automatically — based on your governance criteria, not raw performance metrics. No data leaves your infrastructure. Local models via Ollama. Observable via Grafana and Prometheus. --- Research This project is accompanied by a peer-reviewed preprint: Who Judges the Judges? Governance from Metrics: A Runtime Framework for Continuous LLM Compliance Monitoring Jehanne Dussert · arXiv:2605.24737 · May 2026 Key findings: panel specialisation outperforms best single judge by +3.5 pp · position bias degrades agreement by up to 25 pp · parameter count is a poor proxy for governance quality. Read the paper → · Annotated corpus (49 cases) --- Architecture Three independent FastAPI microservices s","default_branch":null,"files":null,"tree":[],"storefront":"/r/JehanneDussert","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/JehanneDussert/govllm/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}