LICENSE
README.md
pyproject.toml
iris_vector_rag/__init__.py
iris_vector_rag/exceptions.py
iris_vector_rag/executor.py
iris_vector_rag.egg-info/PKG-INFO
iris_vector_rag.egg-info/SOURCES.txt
iris_vector_rag.egg-info/dependency_links.txt
iris_vector_rag.egg-info/entry_points.txt
iris_vector_rag.egg-info/requires.txt
iris_vector_rag.egg-info/top_level.txt
iris_vector_rag/common/__init__.py
iris_vector_rag/common/batch_utils.py
iris_vector_rag/common/connection_manager.py
iris_vector_rag/common/connection_pool.py
iris_vector_rag/common/db_vector_utils.py
iris_vector_rag/common/exceptions.py
iris_vector_rag/common/huggingface_utils.py
iris_vector_rag/common/iris_connection.py
iris_vector_rag/common/iris_connection_manager.py
iris_vector_rag/common/iris_dbapi_connector.py
iris_vector_rag/common/iris_sql_utils.py
iris_vector_rag/common/llm_cache_config.py
iris_vector_rag/common/llm_cache_disk.py
iris_vector_rag/common/llm_cache_iris.py
iris_vector_rag/common/llm_cache_manager.py
iris_vector_rag/common/utils.py
iris_vector_rag/common/vector_sql_utils.py
iris_vector_rag/config/__init__.py
iris_vector_rag/config/connection_settings.py
iris_vector_rag/config/default_config.yaml
iris_vector_rag/config/embedding_config.py
iris_vector_rag/config/entities.py
iris_vector_rag/config/manager.py
iris_vector_rag/config/pipelines.yaml
iris_vector_rag/core/__init__.py
iris_vector_rag/core/base.py
iris_vector_rag/core/composable_query.py
iris_vector_rag/core/connection.py
iris_vector_rag/core/engine.py
iris_vector_rag/core/exceptions.py
iris_vector_rag/core/models.py
iris_vector_rag/core/query_options.py
iris_vector_rag/core/validators.py
iris_vector_rag/core/vector_store.py
iris_vector_rag/dspy_modules/__init__.py
iris_vector_rag/dspy_modules/batch_entity_extraction.py
iris_vector_rag/dspy_modules/entity_extraction_module.py
iris_vector_rag/dspy_modules/iris_llm_lm.py
iris_vector_rag/embeddings/__init__.py
iris_vector_rag/embeddings/dimension.py
iris_vector_rag/embeddings/iris_embedding.py
iris_vector_rag/embeddings/manager.py
iris_vector_rag/integrations/__init__.py
iris_vector_rag/integrations/ivg.py
iris_vector_rag/integrations/ivg_bm25.py
iris_vector_rag/mcp/__init__.py
iris_vector_rag/mcp/__main__.py
iris_vector_rag/mcp/health.py
iris_vector_rag/mcp/mcp_tool_schema.json
iris_vector_rag/mcp/server.py
iris_vector_rag/mcp/technique_handlers.py
iris_vector_rag/mcp/tool_schemas.py
iris_vector_rag/mcp/validation.py
iris_vector_rag/mcp/worker.py
iris_vector_rag/note_search/__init__.py
iris_vector_rag/note_search/api.py
iris_vector_rag/note_search/concept_index.py
iris_vector_rag/note_search/concepts.py
iris_vector_rag/note_search/context.py
iris_vector_rag/note_search/phrase.py
iris_vector_rag/note_search/polarity.py
iris_vector_rag/note_search/rollup.py
iris_vector_rag/note_search/sections.py
iris_vector_rag/note_search/store.py
iris_vector_rag/note_search/tokens.py
iris_vector_rag/pipelines/__init__.py
iris_vector_rag/pipelines/_hybrid_utils.py
iris_vector_rag/pipelines/basic.py
iris_vector_rag/pipelines/basic_rerank.py
iris_vector_rag/pipelines/crag.py
iris_vector_rag/pipelines/graphrag.py
iris_vector_rag/pipelines/hybrid_graphrag.py
iris_vector_rag/pipelines/hybrid_graphrag_discovery.py
iris_vector_rag/pipelines/hybrid_graphrag_retrieval.py
iris_vector_rag/pipelines/iris_global_graphrag.py
iris_vector_rag/pipelines/ivg_bm25_backend.py
iris_vector_rag/pipelines/multi_query_rrf.py
iris_vector_rag/pipelines/colbert_iris/__init__.py
iris_vector_rag/pipelines/colbert_iris/ingest.py
iris_vector_rag/pipelines/colbert_iris/maxsim_indb.py
iris_vector_rag/pipelines/colbert_iris/pipeline.py
iris_vector_rag/pipelines/colbert_iris/plaid.py
iris_vector_rag/pipelines/colbert_iris/schema.py
iris_vector_rag/pipelines/colbert_iris/vecindex_phase2.py
iris_vector_rag/pipelines/colbert_iris/sp/ColBERTSearch.cls
iris_vector_rag/pipelines/colbert_pylate/__init__.py
iris_vector_rag/pipelines/colbert_pylate/pylate_pipeline.py
iris_vector_rag/retrieval/__init__.py
iris_vector_rag/retrieval/engine.py
iris_vector_rag/retrieval/keyword_extractor.py
iris_vector_rag/retrieval/modes.py
iris_vector_rag/retrieval/rerank.py
iris_vector_rag/services/__init__.py
iris_vector_rag/services/batch_entity_processor.py
iris_vector_rag/services/entity_extraction.py
iris_vector_rag/services/storage.py
iris_vector_rag/session/__init__.py
iris_vector_rag/session/drivers.py
iris_vector_rag/session/errors.py
iris_vector_rag/session/identity.py
iris_vector_rag/session/registry.py
iris_vector_rag/session/results.py
iris_vector_rag/session/session.py
iris_vector_rag/storage/__init__.py
iris_vector_rag/storage/catalog.py
iris_vector_rag/storage/clob_handler.py
iris_vector_rag/storage/collation.py
iris_vector_rag/storage/constants.py
iris_vector_rag/storage/legacy_columns.py
iris_vector_rag/storage/metadata_filter_manager.py
iris_vector_rag/storage/relation_embedding_store.py
iris_vector_rag/storage/schema_manager.py
iris_vector_rag/storage/shape_resolver.py
iris_vector_rag/storage/table_shape.py
iris_vector_rag/storage/text_search.py
iris_vector_rag/storage/vector_store_iris.py
iris_vector_rag/testing/__init__.py
iris_vector_rag/testing/embedder.py
iris_vector_rag/tools/__init__.py
iris_vector_rag/tools/graphrag.py
iris_vector_rag/utils/__init__.py
iris_vector_rag/utils/token_counter.py
iris_vector_rag/validation/__init__.py
iris_vector_rag/validation/factory.py
iris_vector_rag/validation/orchestrator.py
iris_vector_rag/validation/requirements.py
iris_vector_rag/validation/validator.py
tests/test_attach_corpus.py
tests/test_comprehensive_pipeline_validation_e2e.py
tests/test_dspy_experimental_metadata.py
tests/test_fuzzy_search_quick.py