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Carolina Ferreira

Developer Advocate @ Meilisearch
Carolina Ferreira photo.
Carolina joined Meilisearch in 2020 as a Developer Advocate. With a background in translation and teaching, she discovered programming by chance and quickly became passionate about it. She has worked in DevRel and tech support and is now transitioning into a Solution Engineer role, enjoying the diverse challenges along the way. Outside of work, she loves staying active, music, cinema, traveling, and exploring new cuisines—one of her favorite parts of any trip.

All articles by Carolina Ferreira

What are vector embeddings? A complete guide [2025]

What are vector embeddings? A complete guide [2025]

Discover what you need to know about vector embeddings. See what they are, the different types, how to create them, applications, and more.

What is a vector database? What you need to know [2025]

What is a vector database? What you need to know [2025]

Discover what you need to know about vector databases. See what they are, how they work, their benefits, examples, use cases, and more.

Meilisearch 1.13

Meilisearch 1.13

Meilisearch 1.13 stabilizes AI-powered search, introduces remote federated search—laying the groundwork for sharding—and makes version upgrades easier.

Building a RAG system with Meilisearch: a comprehensive guide

Building a RAG system with Meilisearch: a comprehensive guide

Discover best practices for building a RAG system, with tips on optimizing documents, integrating AI, and why effective retrieval is key to success.

Meilisearch October updates

Meilisearch October updates

Your monthly recap of everything Meilisearch. October 2024 edition.

Meilisearch 1.11

Meilisearch 1.11

Meilisearch 1.11 advances AI-powered search toward stabilization with key improvements, including binary quantization. This release also enhances federated search functionality based on user feedback.

Meilisearch September updates

Meilisearch September updates

Your monthly recap of everything Meilisearch. September 2024 edition.

Carolina Ferreira
Carolina Ferreira30 Sept 2024
How to add AI-powered search to a React app

How to add AI-powered search to a React app

Build a React movie search and recommendation app with Meilisearch's AI-powered search.

Carolina Ferreira
Carolina Ferreira24 Sept 2024
Meilisearch vs Algolia

Meilisearch vs Algolia

A comparison between the key features of Meilisearch and Algolia.