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empirica


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Author: David S. L. Van Assche
Summary: Measurement and calibration layer for AI — track what it knows, gate what it does
Latest version: 1.12.15
Required dependencies: aiofiles | anthropic | cryptography | gitpython | google-generativeai | httpx | jsonschema | lxml | msgpack | psutil | pydantic | pydantic-settings | pyjwt | python-dotenv | python-multipart | pyyaml | requests | rich | sqlalchemy | tiktoken | typer
Optional dependencies: dirty-equals | empirica | fastapi | mcp | opencv-contrib-python | pillow | proselint | pyphen | pyright | pytesseract | pytest | pytest-asyncio | pytest-cov | pytest-mock | qdrant-client | ruff | starlette | textual | uvicorn

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