Typesense, a fast, open source, typo tolerant search engine with built in semantic and vector search.
Typesense is an open source search engine built for speed and relevance. It delivers instant, typo tolerant full text search as you type, and adds semantic and vector search so you can rank results by meaning as well as keywords. A single self contained server exposes a clean REST API for creating collections, indexing documents and running queries, making it a lightweight alternative to heavier search stacks.
It suits product and site search, in application search bars, and retrieval for AI applications that need fast, relevant results over their own data.
cloudimg ships Typesense on a hardened base, always building the newest stable server so you start current. A strong api key is generated uniquely for your instance on first boot and written to a file only the root user can read, so there is no default login to change. Search data sits on its own dedicated disk you can snapshot and resize independently, the paired deployment guide walks through indexing your first collection and enabling HTTPS, and every instance carries 24/7 support.