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ampersandru/VectorDash

Local Windows 11 search and launcher in Rust: files, apps, settings and semantic media search with EmbeddingGemma 2.

⭐ 26 stars
⑂ 2 forks
Rust
momentum ▲ 56.0
created 2026-10-10
on radar since 2026-10-16
clipboard-historyembedding-modelsembeddinggemma-2embeddinggemma2embeddingslocal-firstmcp-serversearchsemantic-searchwindows-11
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About VectorDash

A local, universal search and launcher for Windows 11. Built in Rust.

VectorDash is meant to be a full Windows search replacement: one search bar for files/folders, installed apps, Windows settings, and quick calculations. Press Ctrl+Alt+Space (configurable) from any app to find what you need.

Search by name or exact words, or describe what you remember. Google's EmbeddingGemma 2 powers semantic file and media search. Filename search, app launching, settings shortcuts and the calculator work without a model.

Search for Example What happens --- --- --- Files and folders invoice, forzahorizon6.exe Find names and paths across your selected drives and folders. File contents a dog on the beach, the clause about pets Find matching photos, screenshots, document passages, PDF pages, or audio/video moments. Apps chrome, app: calculator Launch Start menu programs and Windows apps, with their actual icons in results and previews. Windows settings bluetooth, settings: sound Open settings pages such as Wi-Fi, display, storage, sound and Windows Update. Calculations 241.2, 20% of 150, sqrt(81) Get an instant local answer; press Enter to copy it.

- File search: combine names, exact words and semantic matches. Read PDF, Word, Excel and PowerPoint content; optionally use OCR for screenshot text. Search across 100+ languages and opt into code search. - Quick search and previews: Hotkey quicksearch from anywhere! Preview results, inspect why they matched, and open, copy or reveal files in Explorer. - Your sources, your choice: index names only for fast drive-wide search, or fully index se

From the project README.

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