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Self-Hosting Meilisearch: Fast, Typo-Tolerant Search

Meilisearch is a lightning-fast search engine. Typo tolerance, faceted search, and instant results for your application.

meilisearchsearchapiperformance

What Is Meilisearch?


Meilisearch is an open-source search engine designed for speed and relevance. It provides instant search results with typo tolerance.


Features


Search Quality

  • Typo tolerance ("recpie" matches "recipe")
  • Prefix search (results as you type)
  • Ranking customization
  • Synonyms
  • Stop words
  • Faceted filtering

    • Performance

  • Sub-50ms search responses
  • Handles millions of documents
  • Efficient indexing
  • Low memory footprint

    • API

  • RESTful API
  • SDKs: JavaScript, Python, PHP, Ruby, Go, Rust, etc.
  • Index management
  • Document management
  • Multi-index search

    • Features

  • Multi-tenancy (tenant tokens)
  • Geosearch (sort by distance)
  • Filterable and sortable attributes
  • Highlighting
  • Pagination
  • Auto-batching for indexing

    • Meilisearch vs Elasticsearch vs Typesense


  • Meilisearch: Easiest setup, best typo tolerance, Rust
  • Elasticsearch: Most powerful, complex, Java (resource-heavy)
  • Typesense: Similar to Meilisearch, C++, slightly different trade-offs

    • Use Cases


  • E-commerce product search
  • Documentation search
  • Blog/content search
  • Application search (users, items)
  • Auto-complete

    • Deployment


    1. Deploy Meilisearch on TinyPod

    2. Create an index

    3. Add documents

    4. Search via API


    Resources: 1 CPU, 512 MB RAM (scales with index size).


    Meilisearch makes search easy. What takes weeks with Elasticsearch takes hours with Meilisearch.