meilisearch
A search engine you can run yourself that returns typo-tolerant results as the user types.
Mature enough to put in production this quarter.
Anyone whose product has a search box that users complain about, and who does not want to run Elasticsearch.
Algolia's per-search pricing, or a slow SQL LIKE query.
Everything must fit in memory, so a very large corpus gets expensive. Check the licence terms before embedding it in a product you sell.
Index your product catalogue or docs and put the demo UI in front of two customers. The verdict comes fast.
Custom / check the LICENSE file. GitHub could not identify a standard licence for this repository, which usually means a custom or source-available one. Read the LICENSE file before you build on it.
This is a reading of the licence label, not legal advice.
The numbers
Maintainers describe it as: “A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.”
meilisearch, in short
- Should a small team use meilisearch?
- Adopt now. Mature enough to put in production this quarter. Anyone whose product has a search box that users complain about, and who does not want to run Elasticsearch.
- What does meilisearch actually do?
- A search engine you can run yourself that returns typo-tolerant results as the user types.
- What does meilisearch replace?
- Algolia's per-search pricing, or a slow SQL LIKE query.
- What is the downside of meilisearch?
- Everything must fit in memory, so a very large corpus gets expensive. Check the licence terms before embedding it in a product you sell.
- Can meilisearch be used in a commercial product?
- Its licence is Custom / check the LICENSE file, which carries obligations or restrictions for commercial use. Read the LICENSE file, and get a lawyer's read before you ship it inside a product you sell.
Head to head
Weighed against
A memory layer that lets an AI assistant remember facts about a user across separate conversations.
A single application that turns a folder of your documents into a chat assistant, as a desktop app or a hosted install.
Reads text out of scans, photos and PDFs, including tables and forms, and returns structured output.
Self-hosted knowledge graph engine for AI agents