feat: promote Claude Code integration as primary RAG feature

This commit is contained in:
Andy Lee
2025-08-07 22:54:31 -07:00
parent 075d4bd167
commit 5567302316
2 changed files with 26 additions and 5 deletions

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@@ -16,9 +16,7 @@ LEANN is an innovative vector database that democratizes personal AI. Transform
LEANN achieves this through *graph-based selective recomputation* with *high-degree preserving pruning*, computing embeddings on-demand instead of storing them all. [Illustration Fig →](#-architecture--how-it-works) | [Paper →](https://arxiv.org/abs/2506.08276)
**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)
**Ready to RAG Everything?** Transform your laptop into a personal AI assistant that can search your **[codebase](#-claude-code-integration-transform-your-development-workflow)**, **[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.
@@ -213,6 +211,30 @@ All RAG examples share these common parameters. **Interactive mode** is availabl
</details>
### 🚀 Claude Code Integration: Transform Your Development Workflow!
**The future of code assistance is here.** Transform your development workflow with LEANN's native MCP integration for Claude Code. Index your entire codebase and get intelligent code assistance directly in your IDE.
<p align="center">
<img src="https://img.shields.io/badge/MCP-Native%20Integration-blue?style=flat-square" alt="MCP Integration">
<a href="https://github.com/yichuan-w/LEANN/tree/feature/graph-partition-support?tab=readme-ov-file#rag-on-everything"><img src="https://img.shields.io/twitter/url?url=https%3A%2F%2Fgithub.com%2Fyichuan-w%2FLEANN&style=social" alt="Twitter"></a>
</p>
**Key features:**
- 🔍 **Semantic code search** across your entire project
- 📚 **Context-aware assistance** for debugging and development
- 🚀 **Zero-config setup** with automatic language detection
- 🔒 **Complete privacy** - your code never leaves your machine
```bash
# Install LEANN globally for MCP integration
uv tool install leann-core
# Setup is automatic - just start using Claude Code!
```
**Ready to supercharge your coding?** [Complete Setup Guide →](packages/leann-mcp/README.md)
### 📄 Personal Data Manager: Process Any Documents (`.pdf`, `.txt`, `.md`)!
Ask questions directly about your personal PDFs, documents, and any directory containing your files!
@@ -417,7 +439,6 @@ Once the index is built, you can ask questions like:
</details>
## 🖥️ Command Line Interface
LEANN includes a powerful CLI for document processing and search. Perfect for quick document indexing and interactive chat.

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@@ -7,7 +7,7 @@ Intelligent code assistance using LEANN's vector search directly in Claude Code.
First, install LEANN CLI globally:
```bash
uv tool install leann
uv tool install leann-core
```
This makes the `leann` command available system-wide, which `leann_mcp` requires.