v1.1.7
HKUDS/LightRAGv1.1.7Feb 18, 2025by YanSte
AI Summary
Major feature release adding MongoDB support, Neo4j enhancements, and a completely new WebUI.
Key Highlights
- Added MongoDB VectorDB Support
- Enhanced Neo4j graph storage with error handling
- New LightRAG WebUI with Markdown rendering
- System prompt support in all modes
- Chroma persistent client support
New Features
- MongoDB VectorDB support
- Neo4j enhancements
- New LightRAG WebUI
- System prompt support
Full Release Notes
## What's Changed * chroma_impl supports local persistent client: PersistentClient by @hhxdestiny in https://github.com/HKUDS/LightRAG/pull/772 * Add MongoDB VectorDB Support and Optimize Existing MongoDB Implementations by @ArnoChenFx in https://github.com/HKUDS/LightRAG/pull/781 * Enhance Neo4j graph storage with error handling and label validation by @spo0nman in https://github.com/HKUDS/LightRAG/pull/780 * Improve .gitignore and .dockerignore by @YanSte in https://github.com/HKUDS/LightRAG/pull/784 * Code Cleanup & Maintenance Improvements by @YanSte in https://github.com/HKUDS/LightRAG/pull/782 * Update HuggingFace example in README.md by @VeiledTee in https://github.com/HKUDS/LightRAG/pull/793 * Update json_kv_impl.py by @St1veLiu in https://github.com/HKUDS/LightRAG/pull/794 * improve CORS and streaming response headers by @danielaskdd in https://github.com/HKUDS/LightRAG/pull/785 * Fix relative path problem & standardization vars name by @danielaskdd in https://github.com/HKUDS/LightRAG/pull/773 * Refactor File Indexing for Background Asynchronous Processing by @ArnoChenFx in https://github.com/HKUDS/LightRAG/pull/791 * new LightRAG WebUI by @ArnoChenFx in https://github.com/HKUDS/LightRAG/pull/792 * Fix: Correct component paths, add 'api' tab, and handle invalid num_turns by @ArnoChenFx in https://github.com/HKUDS/LightRAG/pull/800 * Add the token size truncation for local query and token size setting by env by @danielaskdd in https://github.com/HKUDS/LightRAG/pull/797 * Improved variable assignment to use your own azure open ai embedding … by @MdNazishArmanShorthillsAI in https://github.com/HKUDS/LightRAG/pull/802 * Enhancing ABC Enforcement and Standardizing Subclass Implementations by @YanSte in https://github.com/HKUDS/LightRAG/pull/795 * API insert Texts, Improvement stream and naming by @YanSte in https://github.com/HKUDS/LightRAG/pull/798 * Added system prompt support in all modes by @MdNazishArmanShorthillsAI in https://github.com/HKUDS/LightRAG/pull/806 * Improve WebUI with Markdown Rendering, Streaming Error Handling. by @ArnoChenFx in https://github.com/HKUDS/LightRAG/pull/816 * Fixed str enum by @YanSte in https://github.com/HKUDS/LightRAG/pull/817 * Fix neo4j `get_edge()` edge_properties format by @atYuguo in https://github.com/HKUDS/LightRAG/pull/812 * Fixed lint by @YanSte in https://github.com/HKUDS/LightRAG/pull/818 * feat: neo4j custom timeouts & fix: neo4j max_pool_size by @ultrageopro in https://github.com/HKUDS/LightRAG/pull/805 * fix: float usage in CONNECTION_TIMEOUT and CONNECTION_ACQUISITION_TIMEOUT by @ultrageopro in https://github.com/HKUDS/LightRAG/pull/820 * Added full documentation on how to install postgresql and use it with lightrag on ubuntu system by @ParisNeo in https://github.com/HKUDS/LightRAG/pull/819 * Cleanup drop by @YanSte in https://github.com/HKUDS/LightRAG/pull/823 * Update README.md - Imports by @VeiledTee in https://github.com/HKUDS/LightRAG/pull/824 * fallback default drops by @YanSte in https://github.com/HKUDS/LightRAG/pull/831 * Fixed keywords by @YanSte in https://github.com/HKUDS/LightRAG/pull/832 * fixed drop by @YanSte in https://github.com/HKUDS/LightRAG/pull/836 * Implement dynamic database module imports by @danielaskdd in https://github.com/HKUDS/LightRAG/pull/833 * Fixes and Enhancements for PostgreSQL and JSON Document Storage by @ParisNeo in https://github.com/HKUDS/LightRAG/pull/837 * cleanup code by @YanSte in https://github.com/HKUDS/LightRAG/pull/841 ## New Contributors * @hhxdestiny made their first contribution in https://github.com/HKUDS/LightRAG/pull/772 * @VeiledTee made their first contribution in https://github.com/HKUDS/LightRAG/pull/793 * @St1veLiu made their first contribution in https://github.com/HKUDS/LightRAG/pull/794 * @atYuguo made their first contribution in https://github.com/HKUDS/LightRAG/pull/812 **Full Changelog**: https://github.com/HKUDS/LightRAG/compare/v1.1.6...v1.1.7 Thanks all ❤️