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update readme and mlx support

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2025-07-14 15:23:56 -07:00
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@@ -123,7 +123,7 @@ uv run examples/main_cli_example.py
- **🚀 High-throughput Embedding Pipeline** - Optimized batched processing for maximum efficiency
- **🎯 Two-level Search** - Novel coarse-to-fine search overlap for accelerated query processing (optional)
- **💾 Memory-mapped Indices** - Fast startup with raw text mapping to reduce memory overhead
- **🚀 MLX Support** - Ultra-fast recompute with quantized embedding models, accelerating building and search by 10-100x
- **🚀 MLX Support** - Ultra-fast recompute with quantized embedding models, accelerating building and search by 10-100x ([minimal example](test/build_mlx_index.py))
### 🎨 Developer Experience