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Blog

Tutorials, product updates, and insights from the Meilisearch team

All postsAICommunityCompany newsCustomersEngineeringFuture of workMeet the teamMeilistarsReleaseState of search
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
How to build a RAG pipeline: А step-by-step guide
AI

How to build a RAG pipeline: А step-by-step guide

Learn how to build a RAG pipeline to boost AI accuracy, reduce hallucinations, and deliver reliable, real-time answers. Start building smarter AI today!

Quentin de Quelen
Quentin de QuelenJune 24, 2025
Why traditional hybrid search falls short (and how we fixed it)
AIEngineering

Why traditional hybrid search falls short (and how we fixed it)

Meilisearch's innovative scoring system revolutionizes hybrid search by properly combining full-text and semantic search, delivering more relevant results than traditional rank fusion methods.

Louis Dureuil
Louis DureuilJune 19, 2025
Full tutorial on how to design a search engine with Ruby on Rails
State of search

Full tutorial on how to design a search engine with Ruby on Rails

Learn how to easily build a search engine with Ruby on Rails in this actionable step-by-step tutorial.

Maya Shin
Maya ShinJune 17, 2025
Building a search engine in Golang: A comprehensive guide
State of search

Building a search engine in Golang: A comprehensive guide

Learn how to easily build a search engine in Go (Golang) in this actionable step-by-step tutorial.

Maya Shin
Maya ShinJune 12, 2025
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