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yichuan-w
2025-08-20 17:31:12 -07:00
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@@ -176,8 +176,7 @@ response = chat.ask("How much storage does LEANN save?", top_k=1)
LEANN supports RAG on various data sources including documents (`.pdf`, `.txt`, `.md`), Apple Mail, Google Search History, WeChat, and more. LEANN supports RAG on various data sources including documents (`.pdf`, `.txt`, `.md`), Apple Mail, Google Search History, WeChat, and more.
**AST-Aware Code Chunking** - LEANN also features intelligent code chunking that preserves semantic boundaries (functions, classes, methods) for Python, Java, C#, and TypeScript files, providing improved code understanding compared to traditional text-based approaches.
📖 Read the [AST Chunking Guide →](docs/ast_chunking_guide.md) to learn more.
### Generation Model Setup ### Generation Model Setup
@@ -477,6 +476,15 @@ Once the index is built, you can ask questions like:
### 🚀 Claude Code Integration: Transform Your Development Workflow! ### 🚀 Claude Code Integration: Transform Your Development Workflow!
<details>
<summary><strong>NEW!! AST‑Aware Code Chunking</strong></summary>
LEANN features intelligent code chunking that preserves semantic boundaries (functions, classes, methods) for Python, Java, C#, and TypeScript, improving code understanding compared to text-based chunking.
📖 Read the [AST Chunking Guide →](docs/ast_chunking_guide.md)
</details>
**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. **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.
**Key features:** **Key features:**
@@ -697,6 +705,9 @@ MIT License - see [LICENSE](LICENSE) for details.
Core Contributors: [Yichuan Wang](https://yichuan-w.github.io/) & [Zhifei Li](https://github.com/andylizf). Core Contributors: [Yichuan Wang](https://yichuan-w.github.io/) & [Zhifei Li](https://github.com/andylizf).
Active Contributors: [Gabriel Dehan](https://github.com/gabriel-dehan)
We welcome more contributors! Feel free to open issues or submit PRs. We welcome more contributors! Feel free to open issues or submit PRs.
This work is done at [**Berkeley Sky Computing Lab**](https://sky.cs.berkeley.edu/). This work is done at [**Berkeley Sky Computing Lab**](https://sky.cs.berkeley.edu/).