Show HN: SemanticFinder, semantic search in the browser with transformers.js
geo.rocks
Hi folks!
I created a frontend-only live semantic search engine based on transformers.js and sentence-transformers/all-MiniLM-L6-v2. Simply pour in your text and a query term. Hit enter and watch the search engine in action!
It's highly customizable and stores the embeddings in a variable so that consecutive runs are very fast. You can tweak the segment length to reduce computation time or get get more precise results.
I would be very happy to discuss some more usage ideas or receive PRs for improvements.
Introduction blog post: https://geo.rocks/post/semanticfinder-semantic-search-fronte... Demo: https://geo.rocks/semanticfinder/ GitHub: https://github.com/do-me/SemanticFinder/