Coverage report: 80%

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coverage.py v7.13.5, created at 2026-03-18 04:51 +0000

File   statements missing excluded   coverage
src / qdrant_loader_mcp_server / __init__.py   0 0 0   100%
src / qdrant_loader_mcp_server / __main__.py   3 0 0   100%
src / qdrant_loader_mcp_server / cli.py   319 161 0   50%
src / qdrant_loader_mcp_server / config.py   137 33 0   76%
src / qdrant_loader_mcp_server / config_loader.py   115 32 0   72%
src / qdrant_loader_mcp_server / config_reranking.py   7 0 0   100%
src / qdrant_loader_mcp_server / main.py   5 1 0   80%
src / qdrant_loader_mcp_server / mcp / __init__.py   4 0 0   100%
src / qdrant_loader_mcp_server / mcp / formatters.py   2 0 0   100%
src / qdrant_loader_mcp_server / mcp / formatters / __init__.py   42 0 0   100%
src / qdrant_loader_mcp_server / mcp / formatters / basic.py   61 0 0   100%
src / qdrant_loader_mcp_server / mcp / formatters / intelligence.py   235 37 0   84%
src / qdrant_loader_mcp_server / mcp / formatters / lightweight.py   63 0 0   100%
src / qdrant_loader_mcp_server / mcp / formatters / structured.py   92 47 0   49%
src / qdrant_loader_mcp_server / mcp / formatters / utils.py   226 83 0   63%
src / qdrant_loader_mcp_server / mcp / handler.py   113 11 0   90%
src / qdrant_loader_mcp_server / mcp / handlers / intelligence / __init__.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / handlers / intelligence / relationships.py   103 21 0   80%
src / qdrant_loader_mcp_server / mcp / handlers / intelligence / utils.py   52 23 0   56%
src / qdrant_loader_mcp_server / mcp / handlers / search / __init__.py   4 0 0   100%
src / qdrant_loader_mcp_server / mcp / handlers / search / filters.py   101 8 0   92%
src / qdrant_loader_mcp_server / mcp / handlers / search / formatting.py   39 2 0   95%
src / qdrant_loader_mcp_server / mcp / handlers / search / organize.py   29 0 0   100%
src / qdrant_loader_mcp_server / mcp / intelligence_handler.py   236 55 0   77%
src / qdrant_loader_mcp_server / mcp / models.py   12 0 0   100%
src / qdrant_loader_mcp_server / mcp / protocol.py   66 3 0   95%
src / qdrant_loader_mcp_server / mcp / schemas.py   32 10 0   69%
src / qdrant_loader_mcp_server / mcp / schemas / __init__.py   30 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / analyze_relationships.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / attachment.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / cluster_documents.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / detect_conflicts.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / expand_cluster.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / expand_document.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / find_complementary.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / find_similar.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / hierarchy.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / schemas / search.py   3 0 0   100%
src / qdrant_loader_mcp_server / mcp / search_handler.py   189 9 0   95%
src / qdrant_loader_mcp_server / search / __init__.py   0 0 0   100%
src / qdrant_loader_mcp_server / search / components / __init__.py   8 0 0   100%
src / qdrant_loader_mcp_server / search / components / combining / __init__.py   4 0 0   100%
src / qdrant_loader_mcp_server / search / components / combining / filters.py   34 9 0   74%
src / qdrant_loader_mcp_server / search / components / combining / flatten.py   75 30 0   60%
src / qdrant_loader_mcp_server / search / components / combining / scoring_boosts.py   139 12 0   91%
src / qdrant_loader_mcp_server / search / components / field_query_parser.py   87 2 2   98%
src / qdrant_loader_mcp_server / search / components / keyword_search_service.py   103 7 2   93%
src / qdrant_loader_mcp_server / search / components / metadata_extractor.py   161 44 0   73%
src / qdrant_loader_mcp_server / search / components / models / __init__.py   13 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / attachment.py   13 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / base.py   16 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / chunking.py   7 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / content.py   12 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / conversion.py   8 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / cross_reference.py   7 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / hierarchy.py   10 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / hybrid.py   380 73 15   81%
src / qdrant_loader_mcp_server / search / components / models / navigation.py   9 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / project.py   8 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / section.py   10 0 0   100%
src / qdrant_loader_mcp_server / search / components / models / semantic.py   8 0 0   100%
src / qdrant_loader_mcp_server / search / components / query_processor.py   95 30 0   68%
src / qdrant_loader_mcp_server / search / components / result_combiner.py   170 18 0   89%
src / qdrant_loader_mcp_server / search / components / search_result_models.py   2 0 0   100%
src / qdrant_loader_mcp_server / search / components / vector_search_service.py   116 7 3   94%
src / qdrant_loader_mcp_server / search / engine.py   5 0 0   100%
src / qdrant_loader_mcp_server / search / engine / __init__.py   12 1 3   92%
src / qdrant_loader_mcp_server / search / engine / core.py   301 46 7   85%
src / qdrant_loader_mcp_server / search / engine / faceted.py   110 40 2   64%
src / qdrant_loader_mcp_server / search / engine / intelligence.py   216 99 2   54%
src / qdrant_loader_mcp_server / search / engine / search.py   19 1 2   95%
src / qdrant_loader_mcp_server / search / engine / strategies.py   79 16 2   80%
src / qdrant_loader_mcp_server / search / engine / topic_chain.py   104 22 2   79%
src / qdrant_loader_mcp_server / search / enhanced / __init__.py   7 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / cdi / __init__.py   2 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / cdi / analyzers.py   314 52 0   83%
src / qdrant_loader_mcp_server / search / enhanced / cdi / calculators.py   95 7 0   93%
src / qdrant_loader_mcp_server / search / enhanced / cdi / citations.py   91 30 0   67%
src / qdrant_loader_mcp_server / search / enhanced / cdi / conflict_pairing.py   101 42 9   58%
src / qdrant_loader_mcp_server / search / enhanced / cdi / conflict_resolution.py   54 21 0   61%
src / qdrant_loader_mcp_server / search / enhanced / cdi / conflict_scoring.py   86 31 6   64%
src / qdrant_loader_mcp_server / search / enhanced / cdi / detectors.py   254 81 2   68%
src / qdrant_loader_mcp_server / search / enhanced / cdi / engine.py   201 91 2   55%
src / qdrant_loader_mcp_server / search / enhanced / cdi / extractors / __init__.py   0 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / cdi / extractors / clustering.py   14 2 0   86%
src / qdrant_loader_mcp_server / search / enhanced / cdi / extractors / conflicts.py   10 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / cdi / extractors / graph.py   14 6 0   57%
src / qdrant_loader_mcp_server / search / enhanced / cdi / extractors / recommendation.py   10 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / cdi / extractors / similarity.py   14 1 0   93%
src / qdrant_loader_mcp_server / search / enhanced / cdi / extractors / similarity_helpers.py   175 58 0   67%
src / qdrant_loader_mcp_server / search / enhanced / cdi / finders.py   271 12 2   96%
src / qdrant_loader_mcp_server / search / enhanced / cdi / graph / __init__.py   0 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / cdi / interfaces.py   14 0 33   100%
src / qdrant_loader_mcp_server / search / enhanced / cdi / legacy_adapters.py   69 23 0   67%
src / qdrant_loader_mcp_server / search / enhanced / cdi / llm_validation.py   127 56 9   56%
src / qdrant_loader_mcp_server / search / enhanced / cdi / models.py   126 1 0   99%
src / qdrant_loader_mcp_server / search / enhanced / cdi / pipeline.py   52 29 0   44%
src / qdrant_loader_mcp_server / search / enhanced / cdi / rankers / __init__.py   0 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / cdi / rankers / default.py   6 1 0   83%
src / qdrant_loader_mcp_server / search / enhanced / cdi / utils.py   119 28 0   76%
src / qdrant_loader_mcp_server / search / enhanced / cross_document_intelligence.py   12 2 0   83%
src / qdrant_loader_mcp_server / search / enhanced / faceted_search.py   336 54 0   84%
src / qdrant_loader_mcp_server / search / enhanced / intent / __init__.py   4 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / intent / classifier.py   211 19 6   91%
src / qdrant_loader_mcp_server / search / enhanced / intent / models.py   58 3 2   95%
src / qdrant_loader_mcp_server / search / enhanced / intent / strategy.py   108 9 3   92%
src / qdrant_loader_mcp_server / search / enhanced / intent_classifier.py   2 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / kg / __init__.py   6 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / kg / builder.py   182 18 3   90%
src / qdrant_loader_mcp_server / search / enhanced / kg / document_graph.py   137 59 3   57%
src / qdrant_loader_mcp_server / search / enhanced / kg / extractors.py   52 1 0   98%
src / qdrant_loader_mcp_server / search / enhanced / kg / graph.py   122 39 0   68%
src / qdrant_loader_mcp_server / search / enhanced / kg / models.py   73 4 0   95%
src / qdrant_loader_mcp_server / search / enhanced / kg / traverser.py   131 7 3   95%
src / qdrant_loader_mcp_server / search / enhanced / kg / utils.py   64 17 0   73%
src / qdrant_loader_mcp_server / search / enhanced / knowledge_graph.py   2 0 0   100%
src / qdrant_loader_mcp_server / search / enhanced / topic_search_chain.py   299 9 0   97%
src / qdrant_loader_mcp_server / search / hybrid / __init__.py   1 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / adapters.py   20 1 0   95%
src / qdrant_loader_mcp_server / search / hybrid / api.py   202 47 5   77%
src / qdrant_loader_mcp_server / search / hybrid / components / __init__.py   7 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / components / boosting.py   23 5 0   78%
src / qdrant_loader_mcp_server / search / hybrid / components / builder.py   199 63 0   68%
src / qdrant_loader_mcp_server / search / hybrid / components / cluster_quality.py   81 3 0   96%
src / qdrant_loader_mcp_server / search / hybrid / components / combining.py   9 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / components / cross_encoder_reranker.py   85 10 2   88%
src / qdrant_loader_mcp_server / search / hybrid / components / deduplication.py   29 8 0   72%
src / qdrant_loader_mcp_server / search / hybrid / components / diversity.py   38 6 0   84%
src / qdrant_loader_mcp_server / search / hybrid / components / document_lookup.py   87 28 0   68%
src / qdrant_loader_mcp_server / search / hybrid / components / facets.py   18 5 2   72%
src / qdrant_loader_mcp_server / search / hybrid / components / helpers.py   25 1 0   96%
src / qdrant_loader_mcp_server / search / hybrid / components / metadata.py   62 16 0   74%
src / qdrant_loader_mcp_server / search / hybrid / components / normalization.py   12 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / components / relationships.py   94 18 0   81%
src / qdrant_loader_mcp_server / search / hybrid / components / reranking.py   23 5 0   78%
src / qdrant_loader_mcp_server / search / hybrid / components / scoring.py   23 2 0   91%
src / qdrant_loader_mcp_server / search / hybrid / engine.py   45 4 0   91%
src / qdrant_loader_mcp_server / search / hybrid / interfaces.py   11 0 11   100%
src / qdrant_loader_mcp_server / search / hybrid / models.py   23 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / __init__.py   3 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / cdi.py   42 4 0   90%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / clustering.py   49 9 0   82%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / facets.py   14 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / orchestrator.py   5 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / planner.py   9 0 0   100%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / relationships.py   49 4 0   92%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / search.py   68 10 0   85%
src / qdrant_loader_mcp_server / search / hybrid / orchestration / topic_chain.py   42 7 0   83%
src / qdrant_loader_mcp_server / search / hybrid / pipeline.py   35 2 0   94%
src / qdrant_loader_mcp_server / search / hybrid_search.py   6 0 0   100%
src / qdrant_loader_mcp_server / search / models.py   196 12 0   94%
src / qdrant_loader_mcp_server / search / nlp / __init__.py   4 0 0   100%
src / qdrant_loader_mcp_server / search / nlp / linguistic_preprocessor.py   128 9 0   93%
src / qdrant_loader_mcp_server / search / nlp / semantic_expander.py   167 25 0   85%
src / qdrant_loader_mcp_server / search / nlp / spacy_analyzer.py   183 13 0   93%
src / qdrant_loader_mcp_server / search / processor.py   94 24 0   74%
src / qdrant_loader_mcp_server / transport / __init__.py   2 0 0   100%
src / qdrant_loader_mcp_server / transport / http_handler.py   129 25 0   81%
src / qdrant_loader_mcp_server / utils / __init__.py   3 0 0   100%
src / qdrant_loader_mcp_server / utils / logging.py   77 27 2   65%
src / qdrant_loader_mcp_server / utils / version.py   22 7 0   68%
Total   11160 2206 147   80%

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