RAG systems split documents into chunks – split them wrong, and even the best LLM struggles to retrieve the right content. Split them correctly, and accuracy and relevance improve. We break down 13 chunking strategies 👉 www.meilisearch.com/blog/rag-chu...

13 RAG chunking strategies for better retrieval

Discover 13 RAG chunking strategies that help you optimize context windows, improve retrieval precision, and boost overall RAG pipeline performance.

meilisearch.com

@LogRocket refreshed their 2021 Meilisearch getting-started guide for 202. Everything from your first index to hybrid search, built-in RAG via /chats, recommendations, and pinning, all through one API: blog.logrocket.com/getting-star...

Getting started with Meilisearch: A complete guide - LogRocket Blog

Learn how to use Meilisearch for keyword, semantic, and hybrid search. Set up indexes, customize ranking, and build AI-powered search with RAG.

blog.logrocket.com

Meilisearch v1.51 is out 🎉 Search up to 5.4x faster on field-heavy documents (153 ms → 28 ms in one production workload), Dynamic search rules that activate based on filters. Details:https://github.com/meilisearch/meilisearch/releases/tag/v1.51.0

Meilisearch or Manticore - which is the better fit? In our latest guide, you’ll learn how Meilisearch and Manticore differ in architecture and performance, which is better for startups, SaaS apps, and large datasets, & key factors to consider. Full blog here:

Meilisearch vs. Manticore: Use cases, features, & more

Compare Meilisearch and Manticore across performance, scalability, features, and ease of use. Choose the right search engine for your needs.

meilisearch.com

Keeping a search index fresh shouldn't mean babysitting a cron script. The certified Meilisearch plugin for @kestra.io allows you to index into Meilisearch as a workflow task – logged, retried, scheduled, observable. No glue code. www.meilisearch.com/docs/getting...

LLMs hallucinate. In healthcare, that's a risk to patients. RAG grounds AI answers in trusted medical sources instead of letting the model guess. Our new guide on building medical RAG systems 👇 www.meilisearch.com/blog/rag-for-medical-data

RAG for medical data: improving healthcare AI accuracy

Discover how RAG for medical data grounds AI in trusted clinical sources to reduce hallucinations and improve healthcare outcomes.

meilisearch.com

Synonyms in Meilisearch are now up to 13x faster (v1.49.0). They load only when a word actually matches one, so large synonym lists no longer slow search down. github.com/meilisearch/...

Release v1.49.0 🪺 · meilisearch/meilisearch

✨ Enhancement Improve the synonyms storage by @Kerollmops in #6466 We improve synonyms' performance by changing how we store and retrieve them during query processing. Users may have experienced p...

github.com

Validating a document template used to be tedious. Meilisearch v1.48.0 adds an experimental render route: render any template or fragment and see the result, before and after you configure an embedder. Turn on the renderRoute experimental feature to try it: cloud.meilisearch.com/login

Feeding an LLM your whole knowledge base can be slow and costly. Context distillation passes only the relevant bits – fewer tokens, lower cost, faster answers. How it works:

What is context distillation in AI & how does it improve LLM efficiency?

Learn what context distillation is, how it works in large language models, and why it helps reduce prompt size, cost, and latency in modern AI systems.

meilisearch.com

Search personalization now works with federated search 🎉 You can tailor results to each user, even across multiple indexes in a single search. This feature is an add-on; reach out to support@meilisearch.com and we'll get you set up!

VivaTech starts this week 🇫🇷 We'll be at our booth. Come grab a coffee with the team and talk search + AI, or book a time to chat. ☕ See you there!

Fast search, fast company. Meilisearch just landed at #7 on the @sifted.eu 100: France & Benelux. Proud to grow alongside the most ambitious startups in the region! Full ranking: sifted.eu/intelligence... #Sifted100 #SiftedLeaderboards

CarJager runs 1.3M+ car searches a month with no servers to manage. Moving from Algolia to Meilisearch: no sorting limits, a bill that makes sense, and a search that scales itself during peaks. Read how👇

CarJager: Millions of Vehicle Searches on Meilisearch

France's classic car marketplace switched from Algolia to Meilisearch: no sorting limits, zero DevOps, lower cost, 1.3M+ searches/month.

meilisearch.com

VivaTech turns 10, and we'll be right in the middle of it. 17-20 June, Paris. Come see what fast, AI-powered search and retrieval feels like: faster discovery, higher conversions, happier customers, in milliseconds. Hall 7.1, Stand 1H42-003. We'll save you a demo. #VivaTech2026

Second time at VivaTech for the Meilisearch team 🇫🇷 June 17–20 in Paris. Come find the team, see what we're building, and talk search + AI. We're at Hall 7.1 · Stand 1H42-003. See you!

Is your search actually showing people what they're looking for? Our new guide on search relevance covers the metrics that matter, how to measure them, and the pitfalls to avoid. 👉️

A practical guide to search relevance metrics and evaluation

Precision, recall, MAP, nDCG, MRR: see the formulas, when to use each, and how to evaluate search ranking quality in production.

meilisearch.com

RAG without guardrails is like launching a rocket with no navigation – exciting, but risky. Our new post covers who needs them, how Meilisearch helps, and why skipping them is a bad idea. 👉 www.meilisearch.com/blog/rag-gua...

RAG sounds magical – until you try to make it work with your actual data tables. What helps, where teams get stuck, and a few examples that clicked: meilisearch.com/blog/rag-for-structured-data

RAG for structured data: benefits, challenges, examples, & more

Discover how RAG for structured data improves AI accuracy and how to implement it effectively.

meilisearch.com

That's a wrap on Launch Week 🎉 Mon: Sharding & Replication Tue: SSO/SAML + MFA Wed: Chat UI Thu: Search Performance Inspector Fri: Document Joins + Dynamic Search Rules Catch up on everything here: [https://www.meilisearch.com/launch-week-q1-2026 ]

Meilisearch Launch Week April 13-17th 2026

Meilisearch Launch Week: Bigger scale. Tighter security. Same search you love.

meilisearch.com

Closing out Launch Week with two betas: 🖇️ Document Joins: link indexes like SQL tables. Search results come back enriched with related data. 📌 Search Rules: pin documents to exact positions, define your own conditions you define. Try both now, free. Full release:

Meilisearch Launch Week April 13-17th 2026

Meilisearch Launch Week: Bigger scale. Tighter security. Same search you love.

meilisearch.com

Chat shipped in Meilisearch last year. We've since put a lot of work into improving the setup experience, and it's out now. Gillian, who built and shipped this, put together a walkthrough showing off the new setup. Find it in the Launch Week page:

Meilisearch Launch Week April 13-17th 2026

Meilisearch Launch Week: Bigger scale. Tighter security. Same search you love.

meilisearch.com

Day 2 of Meilisearch Launch Week 🚀 Enterprise SSO/SAML is here: SAML 2.0 + OIDC, works with Okta, Azure AD, Google Workspace. Also: MFA is now free for all Cloud accounts. Enable it today. More tomorrow 👀 www.meilisearch.com/launch-week-...

Meilisearch Launch Week is live 🔥 Day 1: Sharding & Replication - one of our biggest infrastructure releases ever. Scale beyond a single node. Instant failover. Global routing. And they're fully composable. Learn more: www.meilisearch.com/blog/shardin...

Pre-weekend reminder: Meilisearch Launch Week starts next Monday, April 13. Multiple features dropping in a row. At least two of them have been a long time coming. See you Monday 🙌

Meilisearch Launch Week April 13-17th 2026

Meilisearch Launch Week: Bigger scale. Tighter security. Same search you love.

meilisearch.com

Three things dropping in Meilisearch Launch Week next week: – Horizontal scaling – Enterprise security (SSO + MFA) – AI chat, straight from your index ...and more. We kick off Monday 👀 www.meilisearch.com/launch-week-...

Meilisearch Launch Week starts next Monday April 13 Five features. Three themes: infrastructure scale, enterprise security, developer experience. First drop Monday - sign up to stay updated 👀 www.meilisearch.com/launch-week-...

Meilisearch Launch Week April 13-17th 2026

Meilisearch Launch Week: Bigger scale. Tighter security. Same search you love.

meilisearch.com

RAG-as-a-Service keeps coming up in AI conversations – but what does it actually mean? We wrote a guide covering what it is, how it works, why companies are choosing it, and what to look for before picking a solution. 👉 www.meilisearch.com/blog/rag-as-...

RAG-as-a-Service: what it is, use cases, providers & more

Learn what RAG-as-a-Service is, why it matters, common use cases, key benefits, and how to evaluate providers to build more accurate AI applications faster.

meilisearch.com

Meilisearch Launch Week is coming next week: 📅 April 13th–18th. Register your interest to get early access and updates: 👉️ share-eu1.hsforms.com/1zljrJkBuTG2...

Automotive inventory search is uniquely hard, and buyers filter across a dozen attributes at once. Here's how Touchless solves it with Meilisearch: www.meilisearch.com/blog/touchle...

How Touchless powers instant, scalable vehicle search for large dealer groups

Learn how Touchless uses Meilisearch to deliver fast, faceted inventory search across multi-rooftop dealer marketplaces — with real-time filtering, infinite scroll, and 20-minute dealer onboarding.

meilisearch.com

You know what's gotten better at checking its own work? 👀 AI. Self-RAG lets models evaluate their own outputs and decide when to go fetch more context. Our latest article breaks down how it works 👉 meilisearch.com/blog/self-rag

Self-RAG explained: how self-reflective retrieval boosts AI outputs

Learn what self-RAG is, how it works, and why self-reflective retrieval-augmented generation reduces hallucinations and improves reliability in LLM systems.

meilisearch.com