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Changelog
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
Last updated about 1 month ago
None
.mdx to supported document formatsFull Changelog: https://github.com/HKUDS/LightRAG/compare/v1.4.9.9...v1.4.9.10
This update requires qdrant-client version 1.11.0 or later (due to the use of tenant indexing) when using Qdrant. Data migration may take a significant amount of time for large datasets.
In production deployments, entity and relation metadata can grow unbounded as documents are continuously ingested. The source_id (chunk IDs) and file_path fields in entities and relations can accumulate thousands of entries, leading to:
A feature-rich command-line audio/video downloader
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Python tool for converting files and office documents to Markdown.
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