Drastically improve search performance

ashvardanian / SwiftSemanticSearch

Real-time on-device text-to-image and image-to-image Semantic Search with video stream capture using USearch & UForm AI Swift SDKs for Apple devices 🍏

https://github.com/unum-cloud/uform

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Drastically improve search performance #1

Closed vmanot closed 6 months ago

vmanot commented 6 months ago

This PR makes the search lag-free, and adds support for cancelling in-flight search tasks by adopting modern Swift concurrency for the search logic.

Notes:

This switches to vDSP for cosine similarity search (which is portable across all Apple platforms).
It adds SwiftUIX as a dependency for the debounced search in ContentView.