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Andy Lee
2025-07-19 20:45:50 -07:00
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@@ -16,7 +16,7 @@ LEANN is a revolutionary vector database that makes personal AI accessible to ev
RAG your **[emails](#-search-your-entire-life)**, **[browser history](#-time-machine-for-the-web)**, **[WeChat](#-wechat-detective)**, or 60M documents on your laptop, in nearly zero cost. No cloud, no API keys, completely private. RAG your **[emails](#-search-your-entire-life)**, **[browser history](#-time-machine-for-the-web)**, **[WeChat](#-wechat-detective)**, or 60M documents on your laptop, in nearly zero cost. No cloud, no API keys, completely private.
LEANN achieves this through graph-based selective recomputation with high-degree preserving pruning and dynamic batching, computing embeddings on-demand instead of storing them all. [Read more →](#️-architecture--how-it-works) LEANN achieves this through *graph-based selective recomputation* with *high-degree preserving pruning* and *dynamic batching*, computing embeddings on-demand instead of storing them all. [Read more →](#️-architecture--how-it-works)
## Why LEANN? ## Why LEANN?
@@ -64,7 +64,6 @@ uv sync
*macOS:* *macOS:*
First, [download Ollama for macOS](https://ollama.com/download/mac).
```bash ```bash
# Install Ollama # Install Ollama
brew install ollama brew install ollama