On-site search: Definition, implementation, best practices & more
Understand what on-site search is, how it works, its benefits, how to implement it, best practices, and more.
Maya Shin
Tutorials, product updates, and insights from the Meilisearch team
Understand what on-site search is, how it works, its benefits, how to implement it, best practices, and more.
Understand what intranet search engines are, how they work, and why they matter, plus key features, benefits, best practices, and more.
Meilisearch 1.16 introduces multi-modal embeddings and a new API to transfer data between instances.
Your monthly recap of everything Meilisearch. July 2025 edition.
Discover the key differences between semantic and vector search, their use cases, strengths, and how to choose the right approach for your search needs.
Compare Elasticsearch's enterprise-scale power, Typesense's developer-friendly speed, and Meilisearch's AI-powered simplicity to find the search engine that matches your needs, team capabilities, and growth trajectory.
Learn what true search personalization looks like – and how to implement it without bloated, ineffective solutions.
Learn how to enhance LLM accuracy using Retrieval Augmented Generation (RAG) with Meilisearch's hybrid search capabilities. Reduce hallucinations and improve search relevance.
![What is vector search? Complete guide [2026]](/_next/image?url=https%3A%2F%2Fres.cloudinary.com%2Fmeilisearch%2Fimage%2Fupload%2Fv1766418939%2Fblog%2Fcovers%2Fwhat-is-vector-search-feature.png&w=3840&q=75)
A 2026 guide to vector search: what it is, how it works, its benefits and limitations, and how to start implementing it.
Learn what personalized search is, how it works, its benefits and challenges, where it’s used in modern digital experiences, and more.
Discover how do you search in a database with LLM using MCP, RAG, and SQL translation. Unlock fast, natural language access to your business data now!
Discover how multimodal RAG transforms search by unifying text, images, audio, and video. Learn to build smarter, human-like AI experiences today.