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- Update ai_storage fixture to create storage via AiServiceContainer - Patch environment variable to point to test cache directory - Update all AI tests to use ai_storage fixture instead of ad-hoc AiStorage() - Fix vector dimensions in tests to match embedding_dimension (384 for all-MiniLM-L6-v2) - Use enum values (SourceKind.TDOC) instead of strings in tests - Update test signatures to accept ai_storage fixture parameter - Remove unused imports from tests/conftest.py