LICENSE
README.md
pyproject.toml
src/pyaistack/__init__.py
src/pyaistack/exceptions.py
src/pyaistack.egg-info/PKG-INFO
src/pyaistack.egg-info/SOURCES.txt
src/pyaistack.egg-info/dependency_links.txt
src/pyaistack.egg-info/requires.txt
src/pyaistack.egg-info/top_level.txt
src/pyaistack/chunking/__init__.py
src/pyaistack/chunking/text.py
src/pyaistack/evaluation/__init__.py
src/pyaistack/evaluation/retrieval.py
src/pyaistack/loaders/__init__.py
src/pyaistack/loaders/csv_metadata.py
src/pyaistack/loaders/directory.py
src/pyaistack/loaders/folder_metadata.py
src/pyaistack/loaders/llm_metadata.py
src/pyaistack/loaders/metadata.py
src/pyaistack/loaders/text.py
src/pyaistack/loaders/types.py
src/pyaistack/observability/__init__.py
src/pyaistack/observability/observers.py
src/pyaistack/observability/protocols.py
src/pyaistack/observability/types.py
src/pyaistack/providers/__init__.py
src/pyaistack/providers/ollama.py
src/pyaistack/providers/protocols.py
src/pyaistack/rag/__init__.py
src/pyaistack/rag/config.py
src/pyaistack/rag/context.py
src/pyaistack/rag/protocols.py
src/pyaistack/rag/runtime.py
src/pyaistack/rag/types.py
src/pyaistack/vectorstores/__init__.py
src/pyaistack/vectorstores/_hybrid.py
src/pyaistack/vectorstores/_metadata.py
src/pyaistack/vectorstores/_sqlite_filters.py
src/pyaistack/vectorstores/_sqlite_fts.py
src/pyaistack/vectorstores/_vectors.py
src/pyaistack/vectorstores/memory.py
src/pyaistack/vectorstores/sqlite.py
tests/test_evaluation.py
tests/test_exceptions.py
tests/test_hybrid_reliability.py
tests/test_loaders_chunking.py
tests/test_observability.py
tests/test_ollama_provider.py
tests/test_provider_protocols.py
tests/test_rag.py
tests/test_sqlite_vectorstore.py