README.md
pyproject.toml
src/qdrant_loader_mcp_server/__init__.py
src/qdrant_loader_mcp_server/__main__.py
src/qdrant_loader_mcp_server/cli.py
src/qdrant_loader_mcp_server/config.py
src/qdrant_loader_mcp_server/config_loader.py
src/qdrant_loader_mcp_server/config_reranking.py
src/qdrant_loader_mcp_server/main.py
src/qdrant_loader_mcp_server/server.py
src/qdrant_loader_mcp_server.egg-info/PKG-INFO
src/qdrant_loader_mcp_server.egg-info/SOURCES.txt
src/qdrant_loader_mcp_server.egg-info/dependency_links.txt
src/qdrant_loader_mcp_server.egg-info/entry_points.txt
src/qdrant_loader_mcp_server.egg-info/requires.txt
src/qdrant_loader_mcp_server.egg-info/top_level.txt
src/qdrant_loader_mcp_server/mcp/__init__.py
src/qdrant_loader_mcp_server/mcp/formatters.py
src/qdrant_loader_mcp_server/mcp/handler.py
src/qdrant_loader_mcp_server/mcp/intelligence_handler.py
src/qdrant_loader_mcp_server/mcp/models.py
src/qdrant_loader_mcp_server/mcp/protocol.py
src/qdrant_loader_mcp_server/mcp/search_handler.py
src/qdrant_loader_mcp_server/mcp/formatters/__init__.py
src/qdrant_loader_mcp_server/mcp/formatters/basic.py
src/qdrant_loader_mcp_server/mcp/formatters/intelligence.py
src/qdrant_loader_mcp_server/mcp/formatters/lightweight.py
src/qdrant_loader_mcp_server/mcp/formatters/structured.py
src/qdrant_loader_mcp_server/mcp/formatters/utils.py
src/qdrant_loader_mcp_server/mcp/handlers/intelligence/__init__.py
src/qdrant_loader_mcp_server/mcp/handlers/intelligence/relationships.py
src/qdrant_loader_mcp_server/mcp/handlers/intelligence/utils.py
src/qdrant_loader_mcp_server/mcp/handlers/search/__init__.py
src/qdrant_loader_mcp_server/mcp/handlers/search/filters.py
src/qdrant_loader_mcp_server/mcp/handlers/search/formatting.py
src/qdrant_loader_mcp_server/mcp/handlers/search/organize.py
src/qdrant_loader_mcp_server/mcp/schemas/__init__.py
src/qdrant_loader_mcp_server/mcp/schemas/analyze_relationships.py
src/qdrant_loader_mcp_server/mcp/schemas/attachment.py
src/qdrant_loader_mcp_server/mcp/schemas/cluster_documents.py
src/qdrant_loader_mcp_server/mcp/schemas/detect_conflicts.py
src/qdrant_loader_mcp_server/mcp/schemas/expand_chunk_context.py
src/qdrant_loader_mcp_server/mcp/schemas/expand_cluster.py
src/qdrant_loader_mcp_server/mcp/schemas/expand_document.py
src/qdrant_loader_mcp_server/mcp/schemas/find_complementary.py
src/qdrant_loader_mcp_server/mcp/schemas/find_similar.py
src/qdrant_loader_mcp_server/mcp/schemas/hierarchy.py
src/qdrant_loader_mcp_server/mcp/schemas/search.py
src/qdrant_loader_mcp_server/search/__init__.py
src/qdrant_loader_mcp_server/search/engine.py
src/qdrant_loader_mcp_server/search/hybrid_search.py
src/qdrant_loader_mcp_server/search/models.py
src/qdrant_loader_mcp_server/search/processor.py
src/qdrant_loader_mcp_server/search/components/__init__.py
src/qdrant_loader_mcp_server/search/components/field_query_parser.py
src/qdrant_loader_mcp_server/search/components/keyword_search_service.py
src/qdrant_loader_mcp_server/search/components/metadata_extractor.py
src/qdrant_loader_mcp_server/search/components/query_processor.py
src/qdrant_loader_mcp_server/search/components/result_combiner.py
src/qdrant_loader_mcp_server/search/components/search_result_models.py
src/qdrant_loader_mcp_server/search/components/vector_search_service.py
src/qdrant_loader_mcp_server/search/components/combining/__init__.py
src/qdrant_loader_mcp_server/search/components/combining/filters.py
src/qdrant_loader_mcp_server/search/components/combining/flatten.py
src/qdrant_loader_mcp_server/search/components/combining/scoring_boosts.py
src/qdrant_loader_mcp_server/search/components/models/__init__.py
src/qdrant_loader_mcp_server/search/components/models/attachment.py
src/qdrant_loader_mcp_server/search/components/models/base.py
src/qdrant_loader_mcp_server/search/components/models/chunking.py
src/qdrant_loader_mcp_server/search/components/models/content.py
src/qdrant_loader_mcp_server/search/components/models/conversion.py
src/qdrant_loader_mcp_server/search/components/models/cross_reference.py
src/qdrant_loader_mcp_server/search/components/models/hierarchy.py
src/qdrant_loader_mcp_server/search/components/models/hybrid.py
src/qdrant_loader_mcp_server/search/components/models/navigation.py
src/qdrant_loader_mcp_server/search/components/models/project.py
src/qdrant_loader_mcp_server/search/components/models/section.py
src/qdrant_loader_mcp_server/search/components/models/semantic.py
src/qdrant_loader_mcp_server/search/engine/__init__.py
src/qdrant_loader_mcp_server/search/engine/core.py
src/qdrant_loader_mcp_server/search/engine/faceted.py
src/qdrant_loader_mcp_server/search/engine/intelligence.py
src/qdrant_loader_mcp_server/search/engine/search.py
src/qdrant_loader_mcp_server/search/engine/strategies.py
src/qdrant_loader_mcp_server/search/engine/topic_chain.py
src/qdrant_loader_mcp_server/search/enhanced/__init__.py
src/qdrant_loader_mcp_server/search/enhanced/cross_document_intelligence.py
src/qdrant_loader_mcp_server/search/enhanced/faceted_search.py
src/qdrant_loader_mcp_server/search/enhanced/intent_classifier.py
src/qdrant_loader_mcp_server/search/enhanced/knowledge_graph.py
src/qdrant_loader_mcp_server/search/enhanced/topic_search_chain.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/__init__.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/analyzers.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/calculators.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/citations.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/conflict_pairing.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/conflict_resolution.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/conflict_scoring.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/detectors.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/engine.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/finders.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/interfaces.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/legacy_adapters.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/llm_validation.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/models.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/pipeline.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/utils.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/extractors/__init__.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/extractors/clustering.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/extractors/conflicts.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/extractors/graph.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/extractors/recommendation.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/extractors/similarity.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/extractors/similarity_helpers.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/graph/__init__.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/rankers/__init__.py
src/qdrant_loader_mcp_server/search/enhanced/cdi/rankers/default.py
src/qdrant_loader_mcp_server/search/enhanced/intent/__init__.py
src/qdrant_loader_mcp_server/search/enhanced/intent/classifier.py
src/qdrant_loader_mcp_server/search/enhanced/intent/models.py
src/qdrant_loader_mcp_server/search/enhanced/intent/strategy.py
src/qdrant_loader_mcp_server/search/enhanced/kg/__init__.py
src/qdrant_loader_mcp_server/search/enhanced/kg/builder.py
src/qdrant_loader_mcp_server/search/enhanced/kg/document_graph.py
src/qdrant_loader_mcp_server/search/enhanced/kg/extractors.py
src/qdrant_loader_mcp_server/search/enhanced/kg/graph.py
src/qdrant_loader_mcp_server/search/enhanced/kg/models.py
src/qdrant_loader_mcp_server/search/enhanced/kg/traverser.py
src/qdrant_loader_mcp_server/search/enhanced/kg/utils.py
src/qdrant_loader_mcp_server/search/hybrid/__init__.py
src/qdrant_loader_mcp_server/search/hybrid/adapters.py
src/qdrant_loader_mcp_server/search/hybrid/api.py
src/qdrant_loader_mcp_server/search/hybrid/engine.py
src/qdrant_loader_mcp_server/search/hybrid/interfaces.py
src/qdrant_loader_mcp_server/search/hybrid/models.py
src/qdrant_loader_mcp_server/search/hybrid/pipeline.py
src/qdrant_loader_mcp_server/search/hybrid/components/__init__.py
src/qdrant_loader_mcp_server/search/hybrid/components/boosting.py
src/qdrant_loader_mcp_server/search/hybrid/components/builder.py
src/qdrant_loader_mcp_server/search/hybrid/components/cluster_quality.py
src/qdrant_loader_mcp_server/search/hybrid/components/combining.py
src/qdrant_loader_mcp_server/search/hybrid/components/cross_encoder_reranker.py
src/qdrant_loader_mcp_server/search/hybrid/components/deduplication.py
src/qdrant_loader_mcp_server/search/hybrid/components/diversity.py
src/qdrant_loader_mcp_server/search/hybrid/components/document_lookup.py
src/qdrant_loader_mcp_server/search/hybrid/components/facets.py
src/qdrant_loader_mcp_server/search/hybrid/components/helpers.py
src/qdrant_loader_mcp_server/search/hybrid/components/metadata.py
src/qdrant_loader_mcp_server/search/hybrid/components/normalization.py
src/qdrant_loader_mcp_server/search/hybrid/components/relationships.py
src/qdrant_loader_mcp_server/search/hybrid/components/reranking.py
src/qdrant_loader_mcp_server/search/hybrid/components/scoring.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/__init__.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/cdi.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/clustering.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/facets.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/orchestrator.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/planner.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/relationships.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/search.py
src/qdrant_loader_mcp_server/search/hybrid/orchestration/topic_chain.py
src/qdrant_loader_mcp_server/search/nlp/__init__.py
src/qdrant_loader_mcp_server/search/nlp/linguistic_preprocessor.py
src/qdrant_loader_mcp_server/search/nlp/semantic_expander.py
src/qdrant_loader_mcp_server/search/nlp/spacy_analyzer.py
src/qdrant_loader_mcp_server/transport/__init__.py
src/qdrant_loader_mcp_server/transport/dependencies.py
src/qdrant_loader_mcp_server/transport/routes.py
src/qdrant_loader_mcp_server/utils/__init__.py
src/qdrant_loader_mcp_server/utils/logging.py
src/qdrant_loader_mcp_server/utils/version.py