LICENSE
README.md
pyproject.toml
src/hybridrag/__init__.py
src/hybridrag/api/__init__.py
src/hybridrag/api/main.py
src/hybridrag/api/models.py
src/hybridrag/config/__init__.py
src/hybridrag/config/settings.py
src/hybridrag/core/__init__.py
src/hybridrag/core/rag.py
src/hybridrag/engine/__init__.py
src/hybridrag/engine/base.py
src/hybridrag/engine/constants.py
src/hybridrag/engine/exceptions.py
src/hybridrag/engine/lightrag.py
src/hybridrag/engine/namespace.py
src/hybridrag/engine/operate.py
src/hybridrag/engine/prompt.py
src/hybridrag/engine/rerank.py
src/hybridrag/engine/types.py
src/hybridrag/engine/utils.py
src/hybridrag/engine/utils_graph.py
src/hybridrag/engine/api/__init__.py
src/hybridrag/engine/api/auth.py
src/hybridrag/engine/api/config.py
src/hybridrag/engine/api/gunicorn_config.py
src/hybridrag/engine/api/lightrag_server.py
src/hybridrag/engine/api/run_with_gunicorn.py
src/hybridrag/engine/api/utils_api.py
src/hybridrag/engine/api/routers/__init__.py
src/hybridrag/engine/api/routers/document_routes.py
src/hybridrag/engine/api/routers/graph_routes.py
src/hybridrag/engine/api/routers/ollama_api.py
src/hybridrag/engine/api/routers/query_routes.py
src/hybridrag/engine/evaluation/__init__.py
src/hybridrag/engine/evaluation/eval_rag_quality.py
src/hybridrag/engine/kg/__init__.py
src/hybridrag/engine/kg/json_doc_status_impl.py
src/hybridrag/engine/kg/json_kv_impl.py
src/hybridrag/engine/kg/mongo_impl.py
src/hybridrag/engine/kg/shared_storage.py
src/hybridrag/engine/kg/deprecated/chroma_impl.py
src/hybridrag/engine/llm/__init__.py
src/hybridrag/engine/llm/anthropic.py
src/hybridrag/engine/llm/azure_openai.py
src/hybridrag/engine/llm/bedrock.py
src/hybridrag/engine/llm/binding_options.py
src/hybridrag/engine/llm/gemini.py
src/hybridrag/engine/llm/hf.py
src/hybridrag/engine/llm/jina.py
src/hybridrag/engine/llm/llama_index_impl.py
src/hybridrag/engine/llm/lmdeploy.py
src/hybridrag/engine/llm/lollms.py
src/hybridrag/engine/llm/nvidia_openai.py
src/hybridrag/engine/llm/ollama.py
src/hybridrag/engine/llm/openai.py
src/hybridrag/engine/llm/zhipu.py
src/hybridrag/engine/llm/deprecated/siliconcloud.py
src/hybridrag/engine/tools/__init__.py
src/hybridrag/engine/tools/check_initialization.py
src/hybridrag/engine/tools/clean_llm_query_cache.py
src/hybridrag/engine/tools/download_cache.py
src/hybridrag/engine/tools/migrate_llm_cache.py
src/hybridrag/engine/tools/lightrag_visualizer/__init__.py
src/hybridrag/engine/tools/lightrag_visualizer/graph_visualizer.py
src/hybridrag/enhancements/__init__.py
src/hybridrag/enhancements/entity_boosting.py
src/hybridrag/enhancements/implicit_expansion.py
src/hybridrag/enhancements/mongodb_hybrid_search.py
src/hybridrag/evaluation/__init__.py
src/hybridrag/evaluation/ragas_eval.py
src/hybridrag/integrations/__init__.py
src/hybridrag/integrations/anthropic.py
src/hybridrag/integrations/gemini.py
src/hybridrag/integrations/langfuse.py
src/hybridrag/integrations/openai.py
src/hybridrag/integrations/voyage.py
src/hybridrag/memory/__init__.py
src/hybridrag/memory/conversation.py
src/hybridrag/ui/__init__.py
src/hybridrag/ui/chat.py
src/mongodb_hybridrag.egg-info/PKG-INFO
src/mongodb_hybridrag.egg-info/SOURCES.txt
src/mongodb_hybridrag.egg-info/dependency_links.txt
src/mongodb_hybridrag.egg-info/requires.txt
src/mongodb_hybridrag.egg-info/top_level.txt
tests/test_alice_comprehensive.py
tests/test_comprehensive_e2e.py
tests/test_conversation_memory.py
tests/test_e2e.py
tests/test_enhancements.py
tests/test_query_only.py
tests/test_real_e2e_conversation.py
tests/test_voyage.py