EmpiricaAI / empirica
Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, Sentinel gating, and grounded calibration for Claude Code and beyond
Why this job: says: rag
What it does
Empirica tracks what AI knows, gates what it does, and compounds learning across session boundaries. It measures the gap between what AI predicts and what's true — making AI agents measurably more reliable.
Get started
pip install empirica
empirica setup- Maintenance
- Active
- Last commit 2 days ago
- Stars
- 255
- On GitHub
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v1.14.22
- Released 2 days ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 1
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 308 merged
- 0 waiting
- Releases
- 221
- 30+ in the last year
- Contributing guide (opens in new tab)
- Security policy (opens in new tab)
- No code of conduct
More: languages, topics, project record and preview image
Languages
- Python 100%
- Shell <1%
- Makefile <1%
- Dockerfile <1%
Topics
- ai-agents
- ai-workflows
- ai-memory
- ai-os
- epistemic-ai
- anti-confabulation
Project record
- JobRAG and search
- StatusListed
- Commits4,398
- Forks33
- Watching3
- Stars in 28 days+4
- CreatedNov 1, 2025
- First seen by usNov 7, 2026
- CheckedNov 9, 2026