Source record

Published by r/LocalLLaMA (T2 source). The original is at https://www.reddit.com/r/LocalLLaMA/comments/1x3sqxc/vectordash_a_full_windows_search_replacement/.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

VectorDash is a Windows application that replaces the default OS search, using Google's EmbeddingGemma-2 model to enable semantic search across local files and content.

Working example of a small embedding model powering a full desktop search replacement; shows a concrete local-AI setup others can replicate.

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