qfa.adapters

Driven adapter implementations.

Adapters in this package implement driven ports declared in qfa.domain.ports and are the only modules in the codebase that import third-party infrastructure libraries (LLM SDKs, anonymisation engines, etc.). The application service layer (qfa.services) and domain (qfa.domain) depend on the ports, never on these implementations directly.

Submodules

db	Database engine, session factory, SQL schema, and auth adapter.
embedding	Self-hosted ONNX embedding adapter (multilingual, dense-only).
env_auth	Environment-based authentication lookup adapter.
llm_client	LLM client adapter using LiteLLM for unified provider access.
presidio_anonymizer	Presidio-based anonymisation adapter.
tracking_llm	LLM port decorator that records every call attempt for usage tracking.
usage_repository	SQLAlchemy-backed usage repository.