LightRAG - Browse /v1.4.11rc2 at SourceForge.net

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Name	Modified	Size	InfoDownloads / Week
Parent folder
README.md	2026-03-13	2.2 kB	0
v1.4.11rc2 source code.tar.gz	2026-03-13	6.6 MB	0
v1.4.11rc2 source code.zip	2026-03-13	6.8 MB	0
Totals: 3 Items		13.3 MB	0

What's New

Add Makefile for quick deployment by @mlimarenko in https://github.com/HKUDS/LightRAG/pull/2548
Refactor(Makefile): split monolithic wizard into modular env-base/storage/server targets by @danielaskdd in https://github.com/HKUDS/LightRAG/pull/2763

For detail information about setup wizard, pls refer to: InteractiveSetup.md

Fix Qdrant large upsert payload failures with bounded batching by @danielaskdd in https://github.com/HKUDS/LightRAG/pull/2740
perf: use deque for BFS queue in get_knowledge_subgraph() by @giulio-leone in https://github.com/HKUDS/LightRAG/pull/2725
perf: batch pre-compute query embeddings to eliminate sequential API round-trips by @errajibadr in https://github.com/HKUDS/LightRAG/pull/2729
fix: reduce FaissVectorDBStorage meta.json file size by excluding vectors by @Br1an67 in https://github.com/HKUDS/LightRAG/pull/2733
Enhance current MilvusVectorDBStorage with parameterized configuration by @hanlianlu in https://github.com/HKUDS/LightRAG/pull/2672
fix: preserve failed-doc chunk metadata for reliable deletion cleanup by @danielaskdd in https://github.com/HKUDS/LightRAG/pull/2749
build(deps-dev): bump the ui-components group in /lightrag_webui with 2 updates by @dependabot[bot] in https://github.com/HKUDS/LightRAG/pull/2750
build(deps): bump the frontend-minor-patch group in /lightrag_webui with 3 updates by @dependabot[bot] in https://github.com/HKUDS/LightRAG/pull/2751
build(deps): bump the github-actions group with 4 updates by @dependabot[bot] in https://github.com/HKUDS/LightRAG/pull/2759