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Author: Rahul Dass
License: Apache-2.0
Summary: Open-source AI verification infrastructure for deterministic verification of LLM outputs, tool calls, code, schemas, and agent state before production execution.
Latest version: 7.3.0
Required dependencies: anthropic | bcrypt | click | cryptography | fastapi | httpx | jsonschema | networkx | numpy | openai | pandas | passlib | pydantic | pyjwt | python-dotenv | python-multipart | pyyaml | requests | scipy | sqlglot | sqlmodel | sympy | uvicorn | z3-solver
Optional dependencies: coverage | crewai | crosshair-tool | docker | freezegun | jsonschema | langchain | langchain-core | llama-index-core | matplotlib | opentelemetry-api | opentelemetry-exporter-otlp | opentelemetry-instrumentation-fastapi | opentelemetry-instrumentation-requests | opentelemetry-sdk | presidio-analyzer | presidio-anonymizer | prometheus-client | psycopg | psycopg2-binary | pytest | pytest-asyncio | pytest-cov | pytest-timeout | pytest-xdist | redis | spacy

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