<p align="center"> <a href="https://www.meilisearch.com/?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=logo#gh-light-mode-only" target="_blank"> <img src="assets/meilisearch-logo-light.svg?sanitize=true#gh-light-mode-only"> </a> <a href="https://www.meilisearch.com/?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=logo#gh-dark-mode-only" target="_blank"> <img src="assets/meilisearch-logo-dark.svg?sanitize=true#gh-dark-mode-only"> </a> </p> <h4 align="center"> <a href="https://www.meilisearch.com/?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=nav">Website</a> | <a href="https://roadmap.meilisearch.com/tabs/1-under-consideration">Roadmap</a> | <a href="https://www.meilisearch.com/pricing?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=nav">Meilisearch Cloud</a> | <a href="https://blog.meilisearch.com/?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=nav">Blog</a> | <a href="https://www.meilisearch.com/docs?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=nav">Documentation</a> | <a href="https://www.meilisearch.com/docs/faq?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=nav">FAQ</a> | <a href="https://discord.meilisearch.com/?utm_campaign=oss&utm_source=github&utm_medium=meilisearch&utm_content=nav">Discord</a> </h4> <p align="center"> <a href="https://deps.rs/repo/github/meilisearch/meilisearch"><img src="https://deps.rs/repo/github/meilisearch/meilisearch/status.svg" alt="Dependency status"></a> <a href="https://github.com/meilisearch/meilisearch/blob/main/LICENSE"><img src="https://img.shields.io/badge/license-MIT-informational" alt="License"></a> <a href="https://github.com/meilisearch/meilisearch/queue"><img alt="Merge Queues enabled" src="https://img.shields.io/badge/Merge_Queues-enabled-%2357cf60?logo=github"></a> </p> <p align="center">⚡ A lightning-fast search engine that fits effortlessly into your apps, websites, and workflow 🔍</p>

Meilisearch helps you shape a delightful search experience in a snap, offering features that work out of the box to speed up your workflow.

🖥 Examples

Movies — An application to help you find streaming platforms to watch movies using hybrid search.
Flickr — Search and explore one hundred million Flickr images with semantic search.
Ecommerce — Ecommerce website using disjunctive facets, range and rating filtering, and pagination.
Songs — Search through 47 million of songs.
SaaS — Search for contacts, deals, and companies in this multi-tenant CRM application.

See the list of all our example apps in our demos repository.

✨ Features

Hybrid search: Combine the best of both semantic & full-text search to get the most relevant results
Search-as-you-type: Find & display results in less than 50 milliseconds to provide an intuitive experience
Typo tolerance: get relevant matches even when queries contain typos and misspellings
Filtering and faceted search: enhance your users' search experience with custom filters and build a faceted search interface in a few lines of code
Sorting: sort results based on price, date, or pretty much anything else your users need
Synonym support: configure synonyms to include more relevant content in your search results
Geosearch: filter and sort documents based on geographic data
Extensive language support: search datasets in any language, with optimized support for Chinese, Japanese, Hebrew, and languages using the Latin alphabet
Security management: control which users can access what data with API keys that allow fine-grained permissions handling
Multi-Tenancy: personalize search results for any number of application tenants
Highly Customizable: customize Meilisearch to your specific needs or use our out-of-the-box and hassle-free presets
RESTful API: integrate Meilisearch in your technical stack with our plugins and SDKs
AI-ready: works out of the box with LangChain and the Model Context Protocol (MCP)
Easy to install, deploy, and maintain

📖 Documentation

You can consult Meilisearch's documentation at meilisearch.com/docs.

🚀 Getting started

For basic instructions on how to set up Meilisearch, add documents to an index, and search for documents, take a look at our documentation guide.

🌍 Supercharge your Meilisearch experience

Say goodbye to server deployment and manual updates with Meilisearch Cloud. Additional features include analytics & monitoring in many regions around the world. No credit card is required.

🧰 SDKs & integration tools

Install one of our SDKs in your project for seamless integration between Meilisearch and your favorite language or framework!

Take a look at the complete Meilisearch integration list.

⚙️ Advanced usage

Experienced users will want to keep our API Reference close at hand.

We also offer a wide range of dedicated guides to all Meilisearch features, such as filtering, sorting, geosearch, [API keys](https://www

Meilisearch

Install / Use

README