v1.2.2

What's Changed

• fix AttributeError: 'NoneType' object has no attribute 'dim' by @konrad-woj in #931
• Add retrieval message code highlighting and copy button by @ArnoChenFx in #933
• Enhance Graph Visualization with Configurable Depth and Layout Iterations by @ArnoChenFx in #946
• fix this event loop is already running by @FeHuynhVI in #940
• add support for the single document and custom chunks method by @cnjack in #950
• Version 1.2.2 by @YanSte in #952

New Contributors

• @FeHuynhVI made their first contribution in #940
• @cnjack made their first contribution in #950

Full Changelog: v1.2.1...v1.2.2

v1.2.1

What's Changed

• Added more file types support to the webui by @ParisNeo in #897
• Simplify dockerfile and docker-compose files by @ArnoChenFx in #905
• add support of providing ids for documents insert by @PiochU19 in #892
• fix insert_custom_chunks skipping every new doc by @konrad-woj in #906
• Refactor api server by split it to smaller files by @danielaskdd in #880
• Fix the demo issue of PG to cater with new LightRag changes by @ShanGor in #914
• Add support to namespace_prefix for postgres_impl by @ShanGor in #916
• fix apipeline_enqueue_documents by @enriquecatala in #923
• Simplify cli arguments by @danielaskdd in #925
• HotFix: fix document indexing error API Server, fix PostgreSQL error while handle doc with null bytes. by @danielaskdd in #908
• Implement Knowledge Graph API for NetworkX Storage by @danielaskdd in #928

New Contributors

• @PiochU19 made their first contribution in #892
• @konrad-woj made their first contribution in #906

Full Changelog: v1.1.12...v1.2.1

v1.1.12

What's Changed

• Revert "Cleanup of code" by @YanSte in #904

Full Changelog: v1.1.11...v1.1.12

v1.1.11

What's Changed

• Revert "removed get_knowledge_graph" by @YanSte in #901
• Updated version to 1.1.11 by @YanSte in #902

Full Changelog: v1.1.10...v1.1.11

v1.1.10

What's Changed

• Template github by @YanSte in #874
• updated template by @YanSte in #875
• Updated templates by @YanSte in #876
• Removed all useless try except around imports as pipmaster already handles that by @ParisNeo in #873
• cleaned code by @YanSte in #882
• Optimised returns by @YanSte in #883
• Cleanup of code by @YanSte in #885
• removed get_knowledge_graph by @YanSte in #886
• Improved Paralles by @YanSte in #887
• Parelle by @YanSte in #888
• Multi batches by @YanSte in #889
• fixed the behaviour Multi paralle by @YanSte in #890
• added lock by @YanSte in #891
• Add LlamaIndex LLM implementation module by @spo0nman in #864
• Database Cleanup by @YanSte in #898
• Database Cleanup by @YanSte in #899
• Database Cleanup by @YanSte in #900

Full Changelog: v1.1.9...v1.1.10

v1.1.9

What's Changed

• Fix ImportError by Removing Redundant Try-Except Block by @ParisNeo in #872

Full Changelog: v1.1.8...v1.1.9

v1.1.8

What's Changed

• Cleaned typing by @YanSte in #847
• Lightrag Server Launch fix. by @YanSte in #842
• fixed missing install by @YanSte in #848
• Refactor Database Connection Management and Improve Storage Lifecycle Handling by @ArnoChenFx in #846
• Fix office file indexing problem by @danielaskdd in #844
• updated docs by @YanSte in #856
• Updated doc by @YanSte in #857
• improved code of postgress and execution by @YanSte in #867
• Fallback Age by @YanSte in #869
• back age by @YanSte in #870
• Fixed broken ainsert_custom_kg() by @da-luggas in #811

Full Changelog: v1.1.7...v1.1.8

v1.1.7

What's Changed

• chroma_impl supports local persistent client: PersistentClient by @hhxdestiny in #772
• Add MongoDB VectorDB Support and Optimize Existing MongoDB Implementations by @ArnoChenFx in #781
• Enhance Neo4j graph storage with error handling and label validation by @spo0nman in #780
• Improve .gitignore and .dockerignore by @YanSte in #784
• Code Cleanup & Maintenance Improvements by @YanSte in #782
• Update HuggingFace example in README.md by @VeiledTee in #793
• Update json_kv_impl.py by @St1veLiu in #794
• improve CORS and streaming response headers by @danielaskdd in #785
• Fix relative path problem & standardization vars name by @danielaskdd in #773
• Refactor File Indexing for Background Asynchronous Processing by @ArnoChenFx in #791
• new LightRAG WebUI by @ArnoChenFx in #792
• Fix: Correct component paths, add 'api' tab, and handle invalid num_turns by @ArnoChenFx in #800
• Add the token size truncation for local query and token size setting by env by @danielaskdd in #797
• Improved variable assignment to use your own azure open ai embedding … by @MdNazishArmanShorthillsAI in #802
• Enhancing ABC Enforcement and Standardizing Subclass Implementations by @YanSte in #795
• API insert Texts, Improvement stream and naming by @YanSte in #798
• Added system prompt support in all modes by @MdNazishArmanShorthillsAI in #806
• Improve WebUI with Markdown Rendering, Streaming Error Handling. by @ArnoChenFx in #816
• Fixed str enum by @YanSte in #817
• Fix neo4j get_edge() edge_properties format by @atYuguo in #812
• Fixed lint by @YanSte in #818
• feat: neo4j custom timeouts & fix: neo4j max_pool_size by @ultrageopro in #805
• fix: float usage in CONNECTION_TIMEOUT and CONNECTION_ACQUISITION_TIMEOUT by @ultrageopro in #820
• Added full documentation on how to install postgresql and use it with lightrag on ubuntu system by @ParisNeo in #819
• Cleanup drop by @YanSte in #823
• Update README.md - Imports by @VeiledTee in #824
• fallback default drops by @YanSte in #831
• Fixed keywords by @YanSte in #832
• fixed drop by @YanSte in #836
• Implement dynamic database module imports by @danielaskdd in #833
• Fixes and Enhancements for PostgreSQL and JSON Document Storage by @ParisNeo in #837
• cleanup code by @YanSte in #841

New Contributors

• @hhxdestiny made their first contribution in #772
• @VeiledTee made their first contribution in #793
• @St1veLiu made their first contribution in #794
• @atYuguo made their first contribution in #812

Full Changelog: v1.1.6...v1.1.7

Thanks all ❤️

v1.1.6

What's Changed

• Improve LLM Error Handling for API Server by @danielaskdd in #712
• Split ollama api to separated file by @danielaskdd in #717
• fix graph viewer crash on macos when show file dialog by @ArnoChenFx in #718
• Fixing .env file loading problem for Ollama API module by @danielaskdd in #719
• fix: add keyword_extraction param support for LLM func of API Server by @danielaskdd in #720
• Fix mutable default param by @danielaskdd in #722
• Improve error handling by @danielaskdd in #723
• Rename startup script and service files for better clarity by @danielaskdd in #728
• feat: trimming the model’s reasoning by @ultrageopro in #724
• add namespace prefix to storage namespaces by @ArnoChenFx in #729
• improve namespace handling by @ArnoChenFx in #732
• Fixed Pipe Insert & Code Cleanup by @YanSte in #734
• Improve Parallelism & Fix Bugs After Testing by @YanSte in #739
• add qdrant backend, enable MongoGraphStorage based on config by @ArnoChenFx in #738
• Updated documentation by @YanSte in #735
• fix(postgres): update document status with partial update instead of … by @Brenon28 in #741
• Integrate gemini client into Lightrag by @gurjot-05 in #750
• add MongoDocStatusStorage by @ArnoChenFx in #751
• Fix incorrect usage of insert_file API by @TITC in #754
• graph viewer webui by @ArnoChenFx in #737
• Add datastore selection feature for API Server by @danielaskdd in #744
• Exclude .env from Docker Image & Mount as Volume in docker-compose.yml by @enriquecatala in #759
• fix: neo4j MAX_CONNECTION_POOL_SIZE impl by @ultrageopro in #764
• Fix typos in documentation tree structure and storage check rules by @danielaskdd in #765
• Fix various runtime errors by @ArnoChenFx in #768
• Move document scanning trigger by command line to background task by @danielaskdd in #766
• Fixe the delete by @YanSte in #769
• Enable LiteLLM proxy with embedding_binding_host by @enriquecatala in #771

New Contributors

• @YanSte made their first contribution in #734
• @Brenon28 made their first contribution in #741
• @TITC made their first contribution in #754
• @enriquecatala made their first contribution in #759

Full Changelog: v1.1.5...v1.1.6

v1.1.5

What's Changed

• Fix broken main by @danielaskdd in #646
• feat: Added webui management, including file upload, text upload, Q&… by @18277486571HYB in #647
• Add history support for ollama api by @danielaskdd in #650
• fix README by @ArnoChenFx in #652
• Fix: WebUI Auth by @soichisumi in #649
• translated docstrings to english and enhanced the webui by @ParisNeo in #656
• Query with your custom prompts by @MdNazishArmanShorthillsAI in #658
• Enhance robustness of CVS processing ,Fix potential CSV parsing issues by @danielaskdd in #659
• LightRAG Enhancements PR by @ParisNeo in #660
• Added the possibility to change the name of the model on ollama service by @ParisNeo in #666
• • MongoDB KnowledgeGraph Support by @ranfysvalle02 in #671
• Add top_k and cosine_better_than_threshold support for API server by @danielaskdd in #674
• Fix get conversation turns by @danielaskdd in #675
• Improve prompts to avoid LLM make up answer by @danielaskdd in #681
• Few upgrades in the webui by @ParisNeo in #682
• Implement Faiss Vector Storage Support for LightRAG by @gurjot-05 in #686
• Fix Module Import Bug of PostgresSQL Demo by @TianhongDai in #688
• Use docling for enhanced files loading by @ParisNeo in #689
• Fixed concurrent problems for document indexing and user query by @danielaskdd in #693
• Fix the bug from main stream that using doc['status'] and improve Apache AGE performance by @ShanGor in #695
• Add the ability to specify a path for saving lightrag.log by @ultrageopro in #696
• Add http status check in unit tests. by @danielaskdd in #697
• Add query prefix "/bypass" for ollama api by @danielaskdd in #698
• refactoring the graph visualizer tool by @ArnoChenFx in #699
• fix DocStatus issue by @RayWang1991 in #701
• Improve graph viewer UI and rendering by @ArnoChenFx in #702
• Fix get_by_id DB query ressult is empty array by @wo10378931 in #704
• Integrated the GraphML Visualizer as an optional component of LightRAG by @ParisNeo in #703
• Revert "Integrated the GraphML Visualizer as an optional component of… by @LarFii in #705
• fix merge errors by @LarFii in #707
• fix mongo impl by @ArnoChenFx in #708
• Reapply "Integrated the GraphML Visualizer as an optional component of LightRAG" by @ArnoChenFx in #709
• split lightrag_visualizer into separate module and update entry point by @ArnoChenFx in #710
• fix doc_key filtering logic to handle dict status by @ArnoChenFx in #711

New Contributors

• @ArnoChenFx made their first contribution in #652
• @MdNazishArmanShorthillsAI made their first contribution in #658
• @ranfysvalle02 made their first contribution in #671
• @TianhongDai made their first contribution in #688
• @ultrageopro made their first contribution in #696
• @wo10378931 made their first contribution in #704

Full Changelog: v1.1.4...v1.1.5