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Blog

Tutorials, product updates, and insights from the Meilisearch team

All postsAICommunityCompany newsCustomersEngineeringFuture of workMeet the teamMeilistarsReleaseState of search
Semantic search vs Vector search: Key differences, uses, & more
State of search

Semantic search vs Vector search: Key differences, uses, & more

Discover the key differences between semantic and vector search, their use cases, strengths, and how to choose the right approach for your search needs.

Maya Shin
Maya ShinJuly 30, 2025
Elasticsearch vs Typesense (vs Meilisearch): Which search engine actually fits your needs in 2025?
State of search

Elasticsearch vs Typesense (vs Meilisearch): Which search engine actually fits your needs in 2025?

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.

Quentin de Quelen
Quentin de QuelenJuly 29, 2025
Most personalized search experiences are a lie
State of search

Most personalized search experiences are a lie

Learn what true search personalization looks like – and how to implement it without bloated, ineffective solutions.

Quentin de Quelen
Quentin de QuelenJuly 24, 2025
Mastering RAG: unleashing precision and recall with Meilisearch's hybrid search
AI

Mastering RAG: unleashing precision and recall with Meilisearch's hybrid search

Learn how to enhance LLM accuracy using Retrieval Augmented Generation (RAG) with Meilisearch's hybrid search capabilities. Reduce hallucinations and improve search relevance.

Luis Serrano
Luis SerranoJuly 22, 2025
What is vector search? Complete guide [2025]
State of search

What is vector search? Complete guide [2025]

Understand what vector search is, how it works, its benefits and limitations, how to start implementing it, and more.

Maya Shin
Maya ShinJuly 17, 2025
Personalized search: Deliver ultra-relevant results that convert
State of search

Personalized search: Deliver ultra-relevant results that convert

Learn what personalized search is, how it works, its benefits and challenges, where it’s used in modern digital experiences, and more.

Maya Shin
Maya ShinJuly 15, 2025
How do you search in a database with LLMs?
AI

How do you search in a database with LLMs?

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!

Quentin de Quelen
Quentin de QuelenJuly 10, 2025
Multimodal RAG: A Simple Guide
AI

Multimodal RAG: A Simple Guide

Discover how multimodal RAG transforms search by unifying text, images, audio, and video. Learn to build smarter, human-like AI experiences today.

Quentin de Quelen
Quentin de QuelenJuly 8, 2025
LlamaIndex RAG tutorial: step-by-step implementation
AI

LlamaIndex RAG tutorial: step-by-step implementation

Build smarter AI search with LlamaIndex RAG. Learn step-by-step how to create, optimize, and scale reliable retrieval-augmented generation systems.

Quentin de Quelen
Quentin de QuelenJuly 3, 2025
Meilisearch June updates
Company news

Meilisearch June updates

Your monthly recap of everything Meilisearch. June 2025 edition.

Carolina Ferreira
Carolina FerreiraJuly 2, 2025
Fine-tuning vs RAG: Choosing the right approach
AI

Fine-tuning vs RAG: Choosing the right approach

Explore the key differences between fine-tuning and RAG. Find out which approach best suits your needs and learn how to improve performance, accuracy, and cost.

Quentin de Quelen
Quentin de QuelenJuly 1, 2025
How to implement search in Firebase
State of search

How to implement search in Firebase

Learn how to easily implement search in Firebase in this detailed and easy-to-follow step-by-step tutorial.

Maya Shin
Maya ShinJune 26, 2025
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