diff --git a/README.md b/README.md index 9ae50b3..13bae5d 100755 --- a/README.md +++ b/README.md @@ -18,7 +18,7 @@ LEANN achieves this through *graph-based selective recomputation* with *high-deg **Ready to RAG Everything?** Transform your laptop into a personal AI assistant that can search your **[file system](#-personal-data-manager-process-any-documents-pdf-txt-md)**, **[emails](#-your-personal-email-secretary-rag-on-apple-mail)**, **[browser history](#-time-machine-for-the-web-rag-your-entire-browser-history)**, **[chat history](#-wechat-detective-unlock-your-golden-memories)**, or external knowledge bases (i.e., 60M documents) - all on your laptop, with zero cloud costs and complete privacy. -> **🚀 NEW: Claude Code Integration!** LEANN now provides native MCP integration for Claude Code users. Index your codebase and get intelligent code assistance directly in Claude Code. [Setup Guide →](packages/leann-mcp/README.md) +> **🚀 Claude Code Integration!** LEANN now provides native MCP integration for Claude Code users. Index your codebase and get intelligent code assistance directly in Claude Code. [Setup Guide →](packages/leann-mcp/README.md) diff --git a/docs/configuration-guide.md b/docs/configuration-guide.md index 562efb6..7c6d663 100644 --- a/docs/configuration-guide.md +++ b/docs/configuration-guide.md @@ -97,6 +97,7 @@ For immediate testing without local model downloads: - ✅ **Faster search latency** (typically 2-8x speedup) - ✅ **Better scaling** for large datasets - ✅ **Smart storage management** with automatic partitioning +- ✅ **Better graph locality** with `--ldg-times` parameter for SSD optimization - ⚠️ **Slightly larger index size** due to PQ tables and graph metadata ```bash @@ -279,3 +280,4 @@ LEANN's recomputation feature provides exact distance calculations but can be di - [Lessons Learned Developing LEANN](https://yichuan-w.github.io/blog/lessons_learned_in_dev_leann/) - [LEANN Technical Paper](https://arxiv.org/abs/2506.08276) - [DiskANN Original Paper](https://papers.nips.cc/paper/2019/file/09853c7fb1d3f8ee67a61b6bf4a7f8e6-Paper.pdf) +- [SSD-based Graph Partitioning](https://github.com/SonglinLife/SSD_BASED_PLAN)