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Meilisearch

Lightning-fast search engine with AI-powered hybrid and vector search

★ 58,315 GitHub MIT search-enginevector-searchfull-text-searchhybrid-searchragsemantic-searchself-hosted RAG & Knowledge

Overview

Meilisearch is a powerful, lightning-fast open-source search engine that brings AI-powered hybrid search (full-text + semantic/vector) to your applications. With 58k+ stars on GitHub, it offers instant typo-tolerant search, faceted filtering, geo-search, and built-in vector storage for RAG pipelines. Deploy in seconds with Docker and scale from prototyping to production with zero configuration needed. Features an intuitive API, dashboard, and integrations with all major web frameworks.

Requirements

Min vCPU
1
Min RAM
4096 MB
Min Disk
10 GB
Rec vCPU
2
Rec RAM
2048 MB
Rec Disk
20 GB

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Docker Compose

# Generated by Run This Ai — docker-compose.yml
services:
  meilisearch:
    image: getmeili/meilisearch:latest
    restart: unless-stopped
    ports:
      - 8080:8080
    volumes:
      - ./data/meilisearch:/data

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Meilisearch: install

Meilisearch

Meilisearch

Meilisearch is a powerful, lightning-fast open-source search engine that brings AI-powered hybrid search (full-text + semantic/vector) to your applications. With 58k+ stars on GitHub, it offers instant typo-tolerant search, faceted filtering, geo-search, and built-in vector storage for RAG pipelines. Deploy in seconds with Docker and scale from prototyping to production with zero configuration needed. Features an intuitive API, dashboard, and integrations with all major web frameworks.

Prerequisites

  • Docker installed (version 24.0+)
  • Docker Compose (version 2.20+)
  • At least 1GB RAM (2GB recommended)

Quick start with Docker

# Pull the image
docker pull getmeili/meilisearch:latest

# Run the container
docker run -d --name meilisearch -p 8080:8080 getmeili/meilisearch:latest

Key features

Meilisearch: overview

Meilisearch

Meilisearch

Meilisearch is a powerful, lightning-fast open-source search engine that brings AI-powered hybrid search (full-text + semantic/vector) to your applications. With 58k+ stars on GitHub, it offers instant typo-tolerant search, faceted filtering, geo-search, and built-in vector storage for RAG pipelines. Deploy in seconds with Docker and scale from prototyping to production with zero configuration needed. Features an intuitive API, dashboard, and integrations with all major web frameworks.

Key features

What it's good for

Meilisearch runs entirely on your own infrastructure — your data never leaves your server.

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Guides & articles