# Meilisearch — Full Page Summaries (llms-full.txt) > AI-generated summaries of key Meilisearch website pages for LLM consumption. Generated: 2026-05-21T12:35:06.566Z --- ## Meilisearch: Unified Search & AI Retrieval Platform **URL:** https://www.meilisearch.com/ Build lightning-fast search and AI retrieval with Meilisearch. Open-source, developer-friendly search engine trusted by 20,000+ teams worldwide. --- ## Cloud — Managed Search Service **URL:** https://www.meilisearch.com/cloud Ensure maximum reliability and say goodbye to manual updates with Meilisearch Cloud. The easiest way to deploy lightning-fast search. --- ## Welcome to Meilisearch - Meilisearch Documentation **URL:** https://www.meilisearch.com/docs Meilisearch indexes your content and makes it accessible to both humans and AI through search, conversational interfaces, and APIs. --- ## Enterprise Search Solution **URL:** https://www.meilisearch.com/enterprise Deploy Meilisearch at scale with enterprise-grade security, SSO, dedicated support, 99.999% SLAs, and on-premise options. Trusted by Fortune 500 companies. --- ## Pricing **URL:** https://www.meilisearch.com/pricing Find the Meilisearch plan that fits your team. Compare usage-based, resource-based, enterprise, and self-hosted options. --- ## Products **URL:** https://www.meilisearch.com/products Explore the full range of Meilisearch search capabilities, from full-text and hybrid search to AI-powered conversational search and image search. --- ## Conversational Search **URL:** https://www.meilisearch.com/products/conversational-search Build AI chat with Meilisearch RAG. OpenAI-compatible API, streaming, 4 LLM providers. Answers from your data. --- ## Faceted Search **URL:** https://www.meilisearch.com/products/faceted-search Meilisearch faceted search: automatic facet counts, min/max stats, AND/OR/NOT, ranges, EXISTS, IN operators. --- ## Federated Search **URL:** https://www.meilisearch.com/products/federated-search Meilisearch federated search: query multiple indexes in one request, merge and rank results with configurable weights. Sub-50ms. --- ## Full-Text Search **URL:** https://www.meilisearch.com/products/fulltext-search Meilisearch full-text search: sub-50ms responses, typo tolerance, prefix search, 6 ranking rules. Works out of the box. --- ## Hybrid Search **URL:** https://www.meilisearch.com/products/hybrid-search Meilisearch hybrid search: OpenAI, Cohere, Mistral, HuggingFace embeddings. Tunable semanticRatio 0.0-1.0. Sub-50ms. --- ## Multimodal Search **URL:** https://www.meilisearch.com/products/image-search Meilisearch multimodal search – text-to-image, visual similarity, video and audio search powered by AI embeddings. --- ## Search Personalization **URL:** https://www.meilisearch.com/products/personalization Meilisearch personalization: AI re-ranking based on user preferences. Privacy-first, no PII stored. --- ## RAG Infrastructure **URL:** https://www.meilisearch.com/products/rag Build RAG with Meilisearch: vector search, hybrid retrieval, LangChain integration, MCP support. --- ## Solutions **URL:** https://www.meilisearch.com/solutions Discover Meilisearch solutions for every industry and use case, from e-commerce and SaaS to media, enterprise, and knowledge base search. --- ## App search **URL:** https://www.meilisearch.com/solutions/app-search Build powerful search into your apps with Meilisearch easy-to-use APIs and SDKs. Multi-tenancy, real-time indexing, and offline support included. --- ## Digital commerce **URL:** https://www.meilisearch.com/solutions/digital-commerce Boost your e-commerce conversions with Meilisearch fast, relevant product search. --- ## Enterprise search **URL:** https://www.meilisearch.com/solutions/enterprise Enterprise search with SOC 2 compliance, SSO, sharding, replication, webhooks, Prometheus metrics, and dedicated support. --- ## Knowledge base search **URL:** https://www.meilisearch.com/solutions/knowledge-base-search Meilisearch for knowledge bases: instant search across docs, wikis, help centers, and internal resources with semantic understanding and access control. --- ## Search built for the newsroom **URL:** https://www.meilisearch.com/solutions/media Meilisearch for media and publishing. Fast, relevant search across articles, video, and archives. Trusted by Sky News, RMC BFM, Falter, and Heute. --- ## Search for SaaS **URL:** https://www.meilisearch.com/solutions/saas Meilisearch for SaaS applications: multi-tenant search with tenant tokens, scoped API keys, per-tenant analytics, and enterprise-grade performance. --- ## Site search **URL:** https://www.meilisearch.com/solutions/site-search Add fast, typo-tolerant search to any website with Meilisearch. Index pages, blog posts, and docs. Results in under 50ms. --- ## Search for startups **URL:** https://www.meilisearch.com/solutions/startup Meilisearch for startups - fast, affordable search that scales with your business. Open-source engine, simple SDKs, and zero ops overhead. --- ## Integrations **URL:** https://www.meilisearch.com/integrations Official Meilisearch SDKs and integrations for JavaScript, Python, Ruby, PHP, Go, Rust, React, Vue, Laravel, Rails, and 14 more languages and frameworks. --- ## .NET SDK **URL:** https://www.meilisearch.com/integrations/dotnet Integrate Meilisearch in your .NET applications with our official SDK. --- ## Go SDK **URL:** https://www.meilisearch.com/integrations/go Integrate Meilisearch in your Go applications with our official SDK. --- ## Java SDK **URL:** https://www.meilisearch.com/integrations/java Integrate Meilisearch in your Java applications with our official SDK. --- ## JavaScript SDK **URL:** https://www.meilisearch.com/integrations/javascript Integrate Meilisearch in your JavaScript and TypeScript applications with our official SDK. --- ## PHP SDK **URL:** https://www.meilisearch.com/integrations/php Integrate Meilisearch in your PHP applications with our official SDK. --- ## Python SDK **URL:** https://www.meilisearch.com/integrations/python Integrate Meilisearch in your Python applications with our official SDK. --- ## Ruby SDK **URL:** https://www.meilisearch.com/integrations/ruby Integrate Meilisearch in your Ruby applications with our official SDK. --- ## Rust SDK **URL:** https://www.meilisearch.com/integrations/rust Integrate Meilisearch in your Rust applications with our official SDK. --- ## Angular InstantSearch **URL:** https://www.meilisearch.com/integrations/angular Build Angular search interfaces with Meilisearch InstantSearch components. --- ## Dart SDK **URL:** https://www.meilisearch.com/integrations/dart Integrate Meilisearch in your Dart and Flutter applications with our official SDK. --- ## Docker **URL:** https://www.meilisearch.com/integrations/docker Deploy Meilisearch with official Docker images. --- ## Firebase **URL:** https://www.meilisearch.com/integrations/firebase Sync Firebase Firestore with Meilisearch for powerful search capabilities. --- ## InstantSearch.js **URL:** https://www.meilisearch.com/integrations/instantsearch Build search interfaces with vanilla JavaScript using InstantSearch.js and Meilisearch. --- ## Kubernetes **URL:** https://www.meilisearch.com/integrations/kubernetes Deploy Meilisearch on Kubernetes with official Helm charts. --- ## Laravel Scout **URL:** https://www.meilisearch.com/integrations/laravel Integrate Meilisearch with Laravel using the official Scout driver. --- ## MCP server **URL:** https://www.meilisearch.com/integrations/mcp Connect Meilisearch to AI assistants using the open Model Context Protocol (MCP) server. Manage indexes, search, and relevancy from Claude Desktop, Cursor, OpenAI agents, and any MCP-compatible client. --- ## meilisync **URL:** https://www.meilisearch.com/integrations/meilisync Automatically sync your databases with Meilisearch using meilisync. --- ## Ruby on Rails **URL:** https://www.meilisearch.com/integrations/rails Integrate Meilisearch with Ruby on Rails applications. --- ## React InstantSearch **URL:** https://www.meilisearch.com/integrations/react Build React search interfaces with Meilisearch InstantSearch components. --- ## Strapi **URL:** https://www.meilisearch.com/integrations/strapi Integrate Meilisearch with Strapi CMS using the official plugin. --- ## Swift SDK **URL:** https://www.meilisearch.com/integrations/swift Integrate Meilisearch in your Swift applications with our official SDK. --- ## Symfony **URL:** https://www.meilisearch.com/integrations/symfony Integrate Meilisearch with Symfony using the official bundle. --- ## Vue InstantSearch **URL:** https://www.meilisearch.com/integrations/vue Build Vue search interfaces with Meilisearch InstantSearch components. ---