Meilisearch
ActiveDescription
Meilisearch is a lightweight open-source search engine with typo tolerance, native vector search and instant indexing, commonly used as the retrieval layer for agents and RAG.
Key Features
- Typo-tolerant — forgiving search out of the box
- Instant indexing — new or updated docs are searchable within milliseconds
- Native vector search — built-in ANN vector index, hybrid with full-text
- RESTful API — accessible from any language over HTTP
- Faceted search — facets, filters, sort and geo out of the box
- Horizontally scalable — supports clusters and replicas under heavy traffic
Use Cases
💡 Providing vector + full-text hybrid search for RAG apps
💡 Powering docs, Wikis, Confluence and CRM with typo-tolerant search
💡 Serving as a fast search engine for ecommerce and media sites
💡 Exposing a retrieval API for agent toolchains
Strengths & Limitations
✅ Strengths
- • Actively maintained, recent updates
- • High community interest (59.0k stars)
- • Responsive to issues, low backlog
⚠️ Limitations
- • No clear open-source license
Categories
Quick Start
# Start Meilisearch with one command
docker run -d -p 7700:7700 \
-e MEILI_MASTER_KEY=masterKey \
-v $(pwd)/meili_data:/meili_data \
getmeili/meilisearch:v1.6