Meilisearch: Unified Search & AI Retrieval Platform
Meilisearch: Unifying your search and AI stack in a single information retrieval platform.
Categories:
Meilisearch is a lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
🚀 Overview
Meilisearch is a flexible, powerful, open-source search engine designed for developers to integrate fast and relevant search into any website or app. It unifies full-text, semantic, hybrid, and multi-modal search with out-of-the-box relevancy and performance under 50ms.
It addresses the challenges of building high-quality search experiences without complex setup, offering plug-and-play deployment and advanced features like vector storage for AI apps.
Meilisearch was created to empower developers and businesses with a user-focused alternative to cumbersome search solutions, prioritizing speed, ease, and customization.
Answer these questions:
- What problem does this project solve? Delivering lightning-fast, ultra-relevant search across text, vectors, images, and more, solving poor search UX in apps.
- Who is it built for? Developers, e-commerce teams, media platforms, and enterprises.
- Why did you build it? To simplify search integration with instant relevancy and minimal config, speeding up development.
✨ Key Features
- Lightning-fast search-as-you-type (<50ms) with typo tolerance and smart presets.
- Hybrid search: full-text + semantic for deeper query understanding.
- Filtering, faceting, sorting, geosearch, and multi-modal (images/videos/audio).
- Vector storage/retrieval for RAG/AI apps, federated search, analytics.
- Optional: Roadmap features like enhanced personalization and integrations.
🛠 Tech Stack
- Frontend: SDKs/UI libs (InstantSearch for React, Vue, Angular, etc.).
- Backend: Rust (99.9%).
- Database: Embedded (memory-mapped, DiskANN vectors, sharding).
- Auth: API keys / multi-tenancy.
- Hosting: Self-host (Docker/binary), Meilisearch Cloud.
👥 Who Is This For?
This project is useful for:
- Developers who want to integrate powerful search APIs quickly.
- Teams looking for scalable e-commerce or media search solutions.
- Indie makers building searchable apps without infrastructure hassle.
📸 Screenshots / Demo
- Live demo: https://ecommerce.meilisearch.com/, https://where2watch.meilisearch.com/, https://saas.meilisearch.com/
- GitHub: https://github.com/meilisearch/meilisearch
🔥 Project Status
- 🟢 Actively building
Last updated: 2026-03-24
❓ FAQ
Is this project free?
Open Source (self-host free under MIT), Cloud Paid ($23+/mo), Enterprise custom. (Use OSS for free dev/prod self-hosting.)
Is the source code available?
Yes — https://github.com/meilisearch/meilisearch
Can I contribute?
Open issues/PRs on GitHub, follow CONTRIBUTING.md, join Discord, vote on roadmap.
📬 Contact & Links
- Website: https://www.meilisearch.com
- GitHub: https://github.com/meilisearch/meilisearch
- Twitter/X: https://x.com/meilisearch
- Email: support@meilisearch.com
Built with ❤️ and kept warm on WarmIndex.
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