Meilisearch v1.14 is here ✨ Read more on our blog

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RAG, without the headache

No vector DB. Just fast, relevant, and simple-to-install RAG.

Trusted by leading industry innovators

Why teams are building RAG with Meilisearch

Combine the speed of keyword search with the power of semantic search—all in one engine. No black boxes here.

  • Hyper-relevant OOTB illustration

    Hyper-relevant OOTB

    Get accurate answers with full control over keyword and vector search—no reranking or complex tuning needed

  • Easy infra, high-impact results illustration

    Easy infra, high-impact results

    Deploy fast with minimal effort. Meilisearch is optimized for relevance and speed right out of the box

  • Scalable search UX illustration

    Scalable search UX

    From chatbots to help centers, Meilisearch keeps your AI agent responsive and your users happy

💡 Supports hybrid search

Full-text + semantic search in one engine

⚡ 30% faster

indexing than traditional search engines

🔐 Open infrastructure

transparent and developer-friendly

      Semantic search illustration

      Semantic search

      Understands intent, not just keywords

      Vector storage illustration

      Vector storage

      Built-in vector database for embeddings

      Embedder flexibility illustration

      Embedder flexibility

      Bring your own or use built-in options

      Filters and custom ranking illustration

      Filters and custom ranking

      Control results with business logic

      Search analytics illustration

      Search analytics

      Measure, optimize, and iterate easily

      Fuzzy matching illustration

      Fuzzy matching

      Tolerant of typos and flexible ootb

Why our customers choose Meilisearch Cloud

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Bookshop customer spotlight

Bookshop.org increased search-based purchases by 43%

Read Bookshop's success story →
  • A streamlined process that keeps the decision-makers involved
  • Quick iterative product cycle
  • Hosting and infrastructure maintenance in safe hands
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CarbonGraph customer spotlight

CarbonGraph consolidated its search by migrating to Meilisearch from Pinecone

  • Automated embeddings
  • Search consolidation
  • Straightforward setup
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HitPay customer spotlight

HitPay streamlines customers’ search capabilities

Read HitPay's success story →
  • Easy to integrate
  • Developer experience
  • Higher out-of-the-box relevancy
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Qogita customer spotlight

Qogita simplifies B2B trade with Meilisearch Cloud

Read Qogita's success story →
  • Cost-effectiveness
  • Developer experience
  • Agile product delivery

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Build intelligent RAG systems and AI agents

Skip the vector DB. Meilisearch gives you the AI foundation you need—easy to maintain & without the black box.