Dockerfile
README.md
backend.py
config.py
env-sample.txt
extras-overrides.txt
factories.py
hybrid_system.py
incremental_system.py
main.py
post_ingestion_state.py
pyproject.toml
query_engine.py
retriever_setup.py
schema_manager.py
start.py
uv.toml
flexible_graphrag.egg-info/PKG-INFO
flexible_graphrag.egg-info/SOURCES.txt
flexible_graphrag.egg-info/dependency_links.txt
flexible_graphrag.egg-info/entry_points.txt
flexible_graphrag.egg-info/requires.txt
flexible_graphrag.egg-info/top_level.txt
incremental_updates/__init__.py
incremental_updates/config_manager.py
incremental_updates/datasource-queries.sql
incremental_updates/diagnostic_queries.sql
incremental_updates/engine.py
incremental_updates/logging_config.py
incremental_updates/orchestrator.py
incremental_updates/path_utils.py
incremental_updates/s3_helpers.py
incremental_updates/schema.sql
incremental_updates/state_manager.py
incremental_updates/detectors/README.md
incremental_updates/detectors/__init__.py
incremental_updates/detectors/alfresco_broadcaster.py
incremental_updates/detectors/alfresco_detector.py
incremental_updates/detectors/azure_blob_detector.py
incremental_updates/detectors/base.py
incremental_updates/detectors/box_detector.py
incremental_updates/detectors/factory.py
incremental_updates/detectors/filesystem_detector.py
incremental_updates/detectors/gcs_detector.py
incremental_updates/detectors/google_drive_detector.py
incremental_updates/detectors/msgraph_detector.py
incremental_updates/detectors/s3_detector.py
ingest/__init__.py
ingest/_helpers.py
ingest/factory.py
ingest/ingest_from_files.py
ingest/ingest_from_source.py
ingest/ingest_from_text.py
ingest/ingest_lc_graph.py
ingest/manager.py
ingest/run_chunk_pipeline.py
ingest/update_pg_graph.py
ingest/update_rdf_graph.py
ingest/update_search.py
ingest/update_vector.py
langchain/__init__.py
langchain/retriever_bridge.py
langchain/utils.py
langchain/graph/__init__.py
langchain/graph/pg_retriever_factory.py
langchain/graph/pg_store_adapter.py
langchain/graph/rdf_store_adapter.py
langchain/graph/pg_store_adapters/__init__.py
langchain/graph/pg_store_adapters/apache_age_adapter.py
langchain/graph/pg_store_adapters/arangodb_adapter.py
langchain/graph/pg_store_adapters/arcadedb_lc_adapter.py
langchain/graph/pg_store_adapters/cosmos_gremlin_adapter.py
langchain/graph/pg_store_adapters/factory.py
langchain/graph/pg_store_adapters/falkordb_adapter.py
langchain/graph/pg_store_adapters/hugegraph_adapter.py
langchain/graph/pg_store_adapters/ladybug_adapter.py
langchain/graph/pg_store_adapters/memgraph_adapter.py
langchain/graph/pg_store_adapters/nebula_adapter.py
langchain/graph/pg_store_adapters/neo4j_adapter.py
langchain/graph/pg_store_adapters/neptune_pg_adapter.py
langchain/graph/pg_store_adapters/spanner_adapter.py
langchain/graph/pg_store_adapters/surrealdb_adapter.py
langchain/graph/pg_store_adapters/tigergraph_adapter.py
langchain/graph/rdf_store_adapters/__init__.py
langchain/graph/rdf_store_adapters/fuseki_langchain_adapter.py
langchain/graph/rdf_store_adapters/graphdb_langchain_adapter.py
langchain/graph/rdf_store_adapters/neptune_rdf_adapter.py
langchain/graph/rdf_store_adapters/oxigraph_langchain_adapter.py
langchain/graph/retrievers/__init__.py
langchain/graph/retrievers/lc_graph_retriever.py
langchain/graph/retrievers/lc_logging_retriever.py
langchain/graph/retrievers/lc_neighborhood_retriever.py
langchain/graph/retrievers/lc_neo4j_vector_retriever.py
langchain/graph/retrievers/lc_synonym_retriever.py
langchain/graph/retrievers/li_graph_query_retriever.py
langchain/graph/retrievers/li_logging_retriever.py
langchain/graph/retrievers/li_neighborhood_retriever.py
langchain/graph/retrievers/li_neo4j_vector_retriever.py
langchain/graph/retrievers/li_synonym_retriever.py
langchain/graph/retrievers/synonym_fusion.py
langchain/graph/retrievers/synonym_rewriter.py
langchain/graph/retrievers/chains/__init__.py
langchain/graph/retrievers/chains/_aql.py
langchain/graph/retrievers/chains/_cypher.py
langchain/graph/retrievers/chains/_gremlin.py
langchain/graph/retrievers/chains/_gsql.py
langchain/graph/retrievers/chains/_hugegraph.py
langchain/graph/retrievers/chains/_nebula.py
langchain/graph/retrievers/chains/_sparql.py
langchain/graph/retrievers/chains/_surql.py
langchain/llm/__init__.py
langchain/llm/embedding_adapter.py
langchain/llm/embedding_factory.py
langchain/llm/llm_adapter.py
langchain/llm/llm_factory.py
langchain/process/__init__.py
langchain/process/chunker_adapter.py
langchain/process/kg_extractor_adapter.py
langchain/search/__init__.py
langchain/search/lc_search_retriever.py
langchain/search/li_search_retriever.py
langchain/search/retriever.py
langchain/search/search_store_adapter.py
langchain/search/adapters/__init__.py
langchain/search/adapters/bm25_adapter.py
langchain/search/adapters/elasticsearch_adapter.py
langchain/search/adapters/factory.py
langchain/search/adapters/opensearch_adapter.py
langchain/vector/__init__.py
langchain/vector/lc_vector_retriever.py
langchain/vector/li_vector_retriever.py
langchain/vector/retriever.py
langchain/vector/vector_store_adapter.py
langchain/vector/adapters/__init__.py
langchain/vector/adapters/chroma_adapter.py
langchain/vector/adapters/elasticsearch_adapter.py
langchain/vector/adapters/factory.py
langchain/vector/adapters/lancedb_adapter.py
langchain/vector/adapters/milvus_adapter.py
langchain/vector/adapters/neo4j_adapter.py
langchain/vector/adapters/opensearch_adapter.py
langchain/vector/adapters/pinecone_adapter.py
langchain/vector/adapters/postgres_adapter.py
langchain/vector/adapters/qdrant_adapter.py
langchain/vector/adapters/weaviate_adapter.py
llamaindex/__init__.py
llamaindex/graph/__init__.py
llamaindex/graph/graph_store_factory.py
llamaindex/graph/pg_adapter.py
llamaindex/graph/adapters/__init__.py
llamaindex/graph/adapters/arcadedb_adapter.py
llamaindex/graph/adapters/factory.py
llamaindex/graph/adapters/falkordb_adapter.py
llamaindex/graph/adapters/falkordb_param_patch.py
llamaindex/graph/adapters/ladybug_adapter.py
llamaindex/graph/adapters/memgraph_adapter.py
llamaindex/graph/adapters/nebula_adapter.py
llamaindex/graph/adapters/neo4j_adapter.py
llamaindex/graph/adapters/neptune_adapter.py
llamaindex/graph/adapters/neptune_analytics_adapter.py
llamaindex/graph/adapters/neptune_database_wrapper.py
llamaindex/graph/adapters/spanner_adapter.py
llamaindex/llm/__init__.py
llamaindex/llm/embedding_adapter.py
llamaindex/llm/embedding_factory.py
llamaindex/llm/llm_adapter.py
llamaindex/llm/llm_factory.py
llamaindex/process/__init__.py
llamaindex/process/chunker_adapter.py
llamaindex/process/kg_extractor_adapter.py
llamaindex/search/__init__.py
llamaindex/search/search_store_factory.py
llamaindex/search/adapters/__init__.py
llamaindex/search/adapters/bm25_adapter.py
llamaindex/search/adapters/elasticsearch_adapter.py
llamaindex/search/adapters/factory.py
llamaindex/search/adapters/opensearch_adapter.py
llamaindex/vector/__init__.py
llamaindex/vector/vector_store_factory.py
llamaindex/vector/adapters/__init__.py
llamaindex/vector/adapters/chroma_adapter.py
llamaindex/vector/adapters/elasticsearch_adapter.py
llamaindex/vector/adapters/factory.py
llamaindex/vector/adapters/lancedb_adapter.py
llamaindex/vector/adapters/milvus_adapter.py
llamaindex/vector/adapters/neo4j_adapter.py
llamaindex/vector/adapters/opensearch_adapter.py
llamaindex/vector/adapters/pinecone_adapter.py
llamaindex/vector/adapters/postgres_adapter.py
llamaindex/vector/adapters/qdrant_adapter.py
llamaindex/vector/adapters/weaviate_adapter.py
observability/__init__.py
observability/custom_hooks.py
observability/metrics.py
observability/telemetry_openlit.py
observability/telemetry_setup.py
process/__init__.py
process/document_processor.py
process/kg_extractor.py
process/node_pipeline.py
rdf/__init__.py
rdf/api_rdf_enhancements.py
rdf/kg_to_rdf_converter.py
rdf/ontology_manager.py
rdf/sparql_ontology_loader.py
rdf/sparql_property_graph_wrapper.py
rdf/unified_query_engine.py
rdf/store/__init__.py
rdf/store/fuseki_rdf_store_adapter.py
rdf/store/ontotext_graphdb_rdf_store_adapter.py
rdf/store/oxigraph_rdf_store_adapter.py
rdf/store/rdf_store_adapter.py
rdf/store/rdf_store_factory.py
sources/__init__.py
sources/alfresco.py
sources/azure_blob.py
sources/base.py
sources/box.py
sources/cmis.py
sources/filesystem.py
sources/gcs.py
sources/google_drive.py
sources/onedrive.py
sources/passthrough_extractor.py
sources/s3.py
sources/sharepoint.py
sources/web.py
sources/wikipedia.py
sources/youtube.py
stores/__init__.py
stores/index_manager.py
stores/rdf_manager.py