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Local-First Semantic Search on Windows: Running SigLIP2 and DINOv3 with Tauri 2 and ONNX

Community description: Inside PixaFind's Windows search architecture: local image embeddings, hybrid document retrieval, GPU inference, and incremental indexing.

Dev.to | Oct 7, 2026 | Ishan Naik

Automated excerpt

Users also need model weights, ONNX Runtime dependencies, and index storage. Each search route needs the matching model, preprocessing, and vector collection. Deletions need removal from both vector and keyword search.

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