LICENSE
MANIFEST.in
README.md
pyproject.toml
setup.py
lightrag/__init__.py
lightrag/_version.py
lightrag/base.py
lightrag/constants.py
lightrag/exceptions.py
lightrag/lightrag.py
lightrag/namespace.py
lightrag/operate.py
lightrag/prompt.py
lightrag/rerank.py
lightrag/types.py
lightrag/utils.py
lightrag/utils_graph.py
lightrag/api/__init__.py
lightrag/api/auth.py
lightrag/api/config.py
lightrag/api/gunicorn_config.py
lightrag/api/lightrag_server.py
lightrag/api/passwords.py
lightrag/api/run_with_gunicorn.py
lightrag/api/runtime_validation.py
lightrag/api/utils_api.py
lightrag/api/routers/__init__.py
lightrag/api/routers/document_routes.py
lightrag/api/routers/graph_routes.py
lightrag/api/routers/ollama_api.py
lightrag/api/routers/query_routes.py
lightrag/api/static/swagger-ui/favicon-32x32.png
lightrag/api/static/swagger-ui/swagger-ui-bundle.js
lightrag/api/static/swagger-ui/swagger-ui.css
lightrag/api/webui/favicon.png
lightrag/api/webui/index.html
lightrag/api/webui/logo.svg
lightrag/api/webui/assets/KaTeX_AMS-Regular-BQhdFMY1.woff2
lightrag/api/webui/assets/KaTeX_AMS-Regular-DMm9YOAa.woff
lightrag/api/webui/assets/KaTeX_AMS-Regular-DRggAlZN.ttf
lightrag/api/webui/assets/KaTeX_Caligraphic-Bold-ATXxdsX0.ttf
lightrag/api/webui/assets/KaTeX_Caligraphic-Bold-BEiXGLvX.woff
lightrag/api/webui/assets/KaTeX_Caligraphic-Bold-Dq_IR9rO.woff2
lightrag/api/webui/assets/KaTeX_Caligraphic-Regular-CTRA-rTL.woff
lightrag/api/webui/assets/KaTeX_Caligraphic-Regular-Di6jR-x-.woff2
lightrag/api/webui/assets/KaTeX_Caligraphic-Regular-wX97UBjC.ttf
lightrag/api/webui/assets/KaTeX_Fraktur-Bold-BdnERNNW.ttf
lightrag/api/webui/assets/KaTeX_Fraktur-Bold-BsDP51OF.woff
lightrag/api/webui/assets/KaTeX_Fraktur-Bold-CL6g_b3V.woff2
lightrag/api/webui/assets/KaTeX_Fraktur-Regular-CB_wures.ttf
lightrag/api/webui/assets/KaTeX_Fraktur-Regular-CTYiF6lA.woff2
lightrag/api/webui/assets/KaTeX_Fraktur-Regular-Dxdc4cR9.woff
lightrag/api/webui/assets/KaTeX_Main-Bold-Cx986IdX.woff2
lightrag/api/webui/assets/KaTeX_Main-Bold-Jm3AIy58.woff
lightrag/api/webui/assets/KaTeX_Main-Bold-waoOVXN0.ttf
lightrag/api/webui/assets/KaTeX_Main-BoldItalic-DxDJ3AOS.woff2
lightrag/api/webui/assets/KaTeX_Main-BoldItalic-DzxPMmG6.ttf
lightrag/api/webui/assets/KaTeX_Main-BoldItalic-SpSLRI95.woff
lightrag/api/webui/assets/KaTeX_Main-Italic-3WenGoN9.ttf
lightrag/api/webui/assets/KaTeX_Main-Italic-BMLOBm91.woff
lightrag/api/webui/assets/KaTeX_Main-Italic-NWA7e6Wa.woff2
lightrag/api/webui/assets/KaTeX_Main-Regular-B22Nviop.woff2
lightrag/api/webui/assets/KaTeX_Main-Regular-Dr94JaBh.woff
lightrag/api/webui/assets/KaTeX_Main-Regular-ypZvNtVU.ttf
lightrag/api/webui/assets/KaTeX_Math-BoldItalic-B3XSjfu4.ttf
lightrag/api/webui/assets/KaTeX_Math-BoldItalic-CZnvNsCZ.woff2
lightrag/api/webui/assets/KaTeX_Math-BoldItalic-iY-2wyZ7.woff
lightrag/api/webui/assets/KaTeX_Math-Italic-DA0__PXp.woff
lightrag/api/webui/assets/KaTeX_Math-Italic-flOr_0UB.ttf
lightrag/api/webui/assets/KaTeX_Math-Italic-t53AETM-.woff2
lightrag/api/webui/assets/KaTeX_SansSerif-Bold-CFMepnvq.ttf
lightrag/api/webui/assets/KaTeX_SansSerif-Bold-D1sUS0GD.woff2
lightrag/api/webui/assets/KaTeX_SansSerif-Bold-DbIhKOiC.woff
lightrag/api/webui/assets/KaTeX_SansSerif-Italic-C3H0VqGB.woff2
lightrag/api/webui/assets/KaTeX_SansSerif-Italic-DN2j7dab.woff
lightrag/api/webui/assets/KaTeX_SansSerif-Italic-YYjJ1zSn.ttf
lightrag/api/webui/assets/KaTeX_SansSerif-Regular-BNo7hRIc.ttf
lightrag/api/webui/assets/KaTeX_SansSerif-Regular-CS6fqUqJ.woff
lightrag/api/webui/assets/KaTeX_SansSerif-Regular-DDBCnlJ7.woff2
lightrag/api/webui/assets/KaTeX_Script-Regular-C5JkGWo-.ttf
lightrag/api/webui/assets/KaTeX_Script-Regular-D3wIWfF6.woff2
lightrag/api/webui/assets/KaTeX_Script-Regular-D5yQViql.woff
lightrag/api/webui/assets/KaTeX_Size1-Regular-C195tn64.woff
lightrag/api/webui/assets/KaTeX_Size1-Regular-Dbsnue_I.ttf
lightrag/api/webui/assets/KaTeX_Size1-Regular-mCD8mA8B.woff2
lightrag/api/webui/assets/KaTeX_Size2-Regular-B7gKUWhC.ttf
lightrag/api/webui/assets/KaTeX_Size2-Regular-Dy4dx90m.woff2
lightrag/api/webui/assets/KaTeX_Size2-Regular-oD1tc_U0.woff
lightrag/api/webui/assets/KaTeX_Size3-Regular-CTq5MqoE.woff
lightrag/api/webui/assets/KaTeX_Size3-Regular-DgpXs0kz.ttf
lightrag/api/webui/assets/KaTeX_Size4-Regular-BF-4gkZK.woff
lightrag/api/webui/assets/KaTeX_Size4-Regular-DWFBv043.ttf
lightrag/api/webui/assets/KaTeX_Size4-Regular-Dl5lxZxV.woff2
lightrag/api/webui/assets/KaTeX_Typewriter-Regular-C0xS9mPB.woff
lightrag/api/webui/assets/KaTeX_Typewriter-Regular-CO6r4hn1.woff2
lightrag/api/webui/assets/KaTeX_Typewriter-Regular-D3Ib7_Hf.ttf
lightrag/api/webui/assets/_basePickBy-59n0rCLM.js
lightrag/api/webui/assets/_baseUniq-DF37taIP.js
lightrag/api/webui/assets/_createAssigner-DYyPciGx.js
lightrag/api/webui/assets/arc-BXZID3ss.js
lightrag/api/webui/assets/architecture-YZFGNWBL-BM7CMTFn.js
lightrag/api/webui/assets/architectureDiagram-Q4EWVU46-DRiuEGrd.js
lightrag/api/webui/assets/array-DKReyB4R.js
lightrag/api/webui/assets/blockDiagram-DXYQGD6D-BmdHzxkT.js
lightrag/api/webui/assets/c4Diagram-AHTNJAMY-B2WVHPdP.js
lightrag/api/webui/assets/channel-CVEZnfJg.js
lightrag/api/webui/assets/chunk-2KRD3SAO-qQCTH0qF.js
lightrag/api/webui/assets/chunk-4BX2VUAB-BgndclUf.js
lightrag/api/webui/assets/chunk-4TB4RGXK-DS8topUG.js
lightrag/api/webui/assets/chunk-55IACEB6-CJGne1Fw.js
lightrag/api/webui/assets/chunk-5FUZZQ4R-DSw9WIJZ.js
lightrag/api/webui/assets/chunk-5PVQY5BW-DcWB2nVQ.js
lightrag/api/webui/assets/chunk-67CJDMHE-C-2DGQ5I.js
lightrag/api/webui/assets/chunk-7N4EOEYR-i8bwimPj.js
lightrag/api/webui/assets/chunk-AA7GKIK3-hfv4voJH.js
lightrag/api/webui/assets/chunk-BSJP7CBP-DlQs44ZS.js
lightrag/api/webui/assets/chunk-CIAEETIT-BMntVrBO.js
lightrag/api/webui/assets/chunk-Dlc7tRH4.js
lightrag/api/webui/assets/chunk-EDXVE4YY-DUdFPd4C.js
lightrag/api/webui/assets/chunk-ENJZ2VHE-D5oeUzCv.js
lightrag/api/webui/assets/chunk-FMBD7UC4-DXwOydhW.js
lightrag/api/webui/assets/chunk-FOC6F5B3-C3fyv1QR.js
lightrag/api/webui/assets/chunk-ICPOFSXX-xdmc6bSq.js
lightrag/api/webui/assets/chunk-K5T4RW27-Bibehjd_.js
lightrag/api/webui/assets/chunk-KGLVRYIC-C_Z3aSSu.js
lightrag/api/webui/assets/chunk-LIHQZDEY-B5zAMCkk.js
lightrag/api/webui/assets/chunk-ORNJ4GCN-C0f_QB67.js
lightrag/api/webui/assets/chunk-OYMX7WX6-CYEHgqaZ.js
lightrag/api/webui/assets/chunk-QZHKN3VN-Cmr8btlo.js
lightrag/api/webui/assets/chunk-U2HBQHQK-DQIORYLm.js
lightrag/api/webui/assets/chunk-X2U36JSP-jYl36nqk.js
lightrag/api/webui/assets/chunk-YZCP3GAM-CjagHnV0.js
lightrag/api/webui/assets/chunk-ZZ45TVLE-Dsg2MYkt.js
lightrag/api/webui/assets/classDiagram-6PBFFD2Q-nfJzbyEC.js
lightrag/api/webui/assets/classDiagram-v2-HSJHXN6E-BiIeSxsZ.js
lightrag/api/webui/assets/clone-DsHRiq7p.js
lightrag/api/webui/assets/cose-bilkent-S5V4N54A-CqBdYAR8.js
lightrag/api/webui/assets/cytoscape.esm-BYa-QInM.js
lightrag/api/webui/assets/dagre-07xk0sIK.js
lightrag/api/webui/assets/dagre-KV5264BT-BOod0rv4.js
lightrag/api/webui/assets/defaultLocale-C8-LtqXU.js
lightrag/api/webui/assets/diagram-5BDNPKRD-BHicVV3H.js
lightrag/api/webui/assets/diagram-G4DWMVQ6-CRMwOapi.js
lightrag/api/webui/assets/diagram-MMDJMWI5-wVnpJeG1.js
lightrag/api/webui/assets/diagram-TYMM5635-CwoGarnV.js
lightrag/api/webui/assets/dist-DdV6BzsA.js
lightrag/api/webui/assets/erDiagram-SMLLAGMA-CEgYPne3.js
lightrag/api/webui/assets/flowDiagram-DWJPFMVM-B87_33AT.js
lightrag/api/webui/assets/ganttDiagram-T4ZO3ILL-TKwV806W.js
lightrag/api/webui/assets/gitGraph-7Q5UKJZL-hsyUOEeb.js
lightrag/api/webui/assets/gitGraphDiagram-UUTBAWPF-BNffLS4g.js
lightrag/api/webui/assets/graphlib-DyalUW-e.js
lightrag/api/webui/assets/index-Bs88h-Ua.js
lightrag/api/webui/assets/index-D11ryL5f.css
lightrag/api/webui/assets/info-OMHHGYJF-C1VPI8IW.js
lightrag/api/webui/assets/infoDiagram-42DDH7IO-CkwXnjbE.js
lightrag/api/webui/assets/init-YQ866CPM.js
lightrag/api/webui/assets/ishikawaDiagram-UXIWVN3A-BKV5EP0_.js
lightrag/api/webui/assets/journeyDiagram-VCZTEJTY-vFPm8u94.js
lightrag/api/webui/assets/kanban-definition-6JOO6SKY-BSr0_fNg.js
lightrag/api/webui/assets/katex-BX7meHaV.js
lightrag/api/webui/assets/line-BRlVM1nm.js
lightrag/api/webui/assets/linear-BhW5Irx0.js
lightrag/api/webui/assets/mermaid-parser.core-D7pd-i-A.js
lightrag/api/webui/assets/mindmap-definition-QFDTVHPH-BvDoC7y6.js
lightrag/api/webui/assets/ordinal-BDnoW6_y.js
lightrag/api/webui/assets/packet-4T2RLAQJ-Dzckxg4I.js
lightrag/api/webui/assets/path-BCgwsvmy.js
lightrag/api/webui/assets/pie-ZZUOXDRM-AkhgQfJa.js
lightrag/api/webui/assets/pieDiagram-DEJITSTG-NK_SGDVV.js
lightrag/api/webui/assets/quadrantDiagram-34T5L4WZ-DB73Vk82.js
lightrag/api/webui/assets/radar-PYXPWWZC-B-9p8ZRE.js
lightrag/api/webui/assets/rehype-katex-DJjnRJ-U.js
lightrag/api/webui/assets/requirementDiagram-MS252O5E-Bto6dTI_.js
lightrag/api/webui/assets/rough.esm-MuJqrtdI.js
lightrag/api/webui/assets/sankeyDiagram-XADWPNL6-BohJkuGa.js
lightrag/api/webui/assets/sequenceDiagram-FGHM5R23-DIDGd3eJ.js
lightrag/api/webui/assets/src-yS7GtxRa.js
lightrag/api/webui/assets/stateDiagram-FHFEXIEX-HfNk30ab.js
lightrag/api/webui/assets/stateDiagram-v2-QKLJ7IA2-DWRKdG3j.js
lightrag/api/webui/assets/timeline-definition-GMOUNBTQ-BzJbWgTA.js
lightrag/api/webui/assets/treeView-SZITEDCU-Cyzt2DBa.js
lightrag/api/webui/assets/treemap-W4RFUUIX-4NRzQ_Ka.js
lightrag/api/webui/assets/vennDiagram-DHZGUBPP-XHU-Db5u.js
lightrag/api/webui/assets/wardley-RL74JXVD-l5hV5jIR.js
lightrag/api/webui/assets/wardleyDiagram-NUSXRM2D-7u_yMsHF.js
lightrag/api/webui/assets/xychartDiagram-5P7HB3ND-DpBCMhgK.js
lightrag/evaluation/__init__.py
lightrag/evaluation/eval_rag_quality.py
lightrag/extraction/__init__.py
lightrag/extraction/constants.py
lightrag/extraction/docx_extractor.py
lightrag/extraction/interchange.py
lightrag/extraction/parse_document.py
lightrag/extraction/smart_chunker.py
lightrag/extraction/token_estimation.py
lightrag/kg/__init__.py
lightrag/kg/faiss_impl.py
lightrag/kg/json_doc_status_impl.py
lightrag/kg/json_kv_impl.py
lightrag/kg/memgraph_impl.py
lightrag/kg/milvus_impl.py
lightrag/kg/mongo_impl.py
lightrag/kg/nano_vector_db_impl.py
lightrag/kg/neo4j_impl.py
lightrag/kg/networkx_impl.py
lightrag/kg/opensearch_impl.py
lightrag/kg/postgres_impl.py
lightrag/kg/qdrant_impl.py
lightrag/kg/redis_impl.py
lightrag/kg/shared_storage.py
lightrag/kg/deprecated/chroma_impl.py
lightrag/llm/__init__.py
lightrag/llm/anthropic.py
lightrag/llm/azure_openai.py
lightrag/llm/bedrock.py
lightrag/llm/binding_options.py
lightrag/llm/gemini.py
lightrag/llm/hf.py
lightrag/llm/jina.py
lightrag/llm/llama_index_impl.py
lightrag/llm/lmdeploy.py
lightrag/llm/lollms.py
lightrag/llm/nvidia_openai.py
lightrag/llm/ollama.py
lightrag/llm/openai.py
lightrag/llm/voyageai.py
lightrag/llm/zhipu.py
lightrag/llm/deprecated/siliconcloud.py
lightrag/tools/__init__.py
lightrag/tools/check_initialization.py
lightrag/tools/clean_llm_query_cache.py
lightrag/tools/download_cache.py
lightrag/tools/hash_password.py
lightrag/tools/migrate_llm_cache.py
lightrag/tools/prepare_qdrant_legacy_data.py
lightrag/tools/lightrag_visualizer/__init__.py
lightrag/tools/lightrag_visualizer/graph_visualizer.py
lightrag_hku.egg-info/PKG-INFO
lightrag_hku.egg-info/SOURCES.txt
lightrag_hku.egg-info/dependency_links.txt
lightrag_hku.egg-info/entry_points.txt
lightrag_hku.egg-info/requires.txt
lightrag_hku.egg-info/top_level.txt
lightrag_webui/node_modules/flatted/python/flatted.py
lightrag_webui/node_modules/katex/src/fonts/generate_fonts.py
lightrag_webui/node_modules/katex/src/metrics/extract_tfms.py
lightrag_webui/node_modules/katex/src/metrics/extract_ttfs.py
lightrag_webui/node_modules/katex/src/metrics/format_json.py
lightrag_webui/node_modules/katex/src/metrics/parse_tfm.py
lightrag_webui/node_modules/micromark-extension-math/node_modules/katex/src/fonts/generate_fonts.py
lightrag_webui/node_modules/micromark-extension-math/node_modules/katex/src/metrics/extract_tfms.py
lightrag_webui/node_modules/micromark-extension-math/node_modules/katex/src/metrics/extract_ttfs.py
lightrag_webui/node_modules/micromark-extension-math/node_modules/katex/src/metrics/format_json.py
lightrag_webui/node_modules/micromark-extension-math/node_modules/katex/src/metrics/parse_tfm.py
lightrag_webui/node_modules/rehype-katex/node_modules/katex/src/fonts/generate_fonts.py
lightrag_webui/node_modules/rehype-katex/node_modules/katex/src/metrics/extract_tfms.py
lightrag_webui/node_modules/rehype-katex/node_modules/katex/src/metrics/extract_ttfs.py
lightrag_webui/node_modules/rehype-katex/node_modules/katex/src/metrics/format_json.py
lightrag_webui/node_modules/rehype-katex/node_modules/katex/src/metrics/parse_tfm.py
prompts/samples/entity_type_prompt.sample.yml
tests/test_api_config_bedrock.py
tests/test_api_config_gemini.py
tests/test_api_config_role_max_async.py
tests/test_aquery_data_endpoint.py
tests/test_asymmetric_embedding.py
tests/test_auth.py
tests/test_batch_embeddings.py
tests/test_batch_graph_operations.py
tests/test_bedrock_llm.py
tests/test_chunking.py
tests/test_degree_return_type.py
tests/test_description_api_validation.py
tests/test_dimension_mismatch.py
tests/test_doc_status_chunk_preservation.py
tests/test_document_file_path_normalization.py
tests/test_document_routes_paginated.py
tests/test_entity_extraction_stability.py
tests/test_extract_entities.py
tests/test_faiss_meta_inconsistency.py
tests/test_gemini_llm.py
tests/test_graph_storage.py
tests/test_json_doc_status_storage.py
tests/test_keyword_extraction_drivers.py
tests/test_keyword_parsing.py
tests/test_keyword_prompt_template.py
tests/test_lightrag_ollama_chat.py
tests/test_llm_cache_identity.py
tests/test_llm_cache_tools_opensearch.py
tests/test_llm_role_runtime.py
tests/test_memgraph_storage.py
tests/test_milvus_index_config.py
tests/test_milvus_index_creation.py
tests/test_milvus_kwargs_bridge.py
tests/test_mongo_storage.py
tests/test_neo4j_fulltext_index.py
tests/test_no_model_suffix_safety.py
tests/test_ollama_role_kwargs.py
tests/test_openai_length_finish_reason.py
tests/test_opensearch_storage.py
tests/test_overlap_validation.py
tests/test_pipeline_release_closure.py
tests/test_postgres_age_quote_fix.py
tests/test_postgres_client_manager.py
tests/test_postgres_cypher_injection.py
tests/test_postgres_halfvec.py
tests/test_postgres_index_name.py
tests/test_postgres_migration.py
tests/test_postgres_performance_timing.py
tests/test_postgres_retry_integration.py
tests/test_postgres_upsert.py
tests/test_postgres_upsert_edge_cypher.py
tests/test_qdrant_migration.py
tests/test_qdrant_upsert_batching.py
tests/test_remove_think_tags.py
tests/test_rerank_chunking.py
tests/test_runtime_target_validation.py
tests/test_token_auto_renewal.py
tests/test_unified_lock_safety.py
tests/test_utils_llm_cache.py
tests/test_voyageai_embed.py
tests/test_workspace_isolation.py
tests/test_workspace_migration_isolation.py
tests/test_workspace_sanitization.py
tests/test_write_json_optimization.py
tests/test_zhipu_llm.py