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Maya Shin

Head of Marketing @ Meilisearch
Maya Shin photo.

All articles by Maya Shin

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

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

The company uses Meilisearch to deliver fast, faceted inventory search across multi-location dealer marketplaces - without fighting the tool.

Maya Shin
Maya Shin01 Apr 2026
Self-RAG explained: how self-reflective retrieval boosts AI outputs

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.

Maya Shin
Maya Shin31 Mar 2026
How to build and optimize RAG in AI for reliable answers

How to build and optimize RAG in AI for reliable answers

Learn how RAG in AI works in practice, how to improve retrieval relevance, evaluate quality, secure data, and keep results up to date in production.

Maya Shin
Maya Shin24 Mar 2026
How Samtec modernizes product search with Meilisearch

How Samtec modernizes product search with Meilisearch

How this global electronics manufacturer elevates product discovery with faster, more relevant search at scale

Maya Shin
Maya Shin19 Mar 2026
Meilisearch March updates

Meilisearch March updates

Your regular recap of all things Meilisearch. March 2026 edition.

Maya Shin
Maya Shin12 Mar 2026
What is an index file and why does it matter in modern computing?

What is an index file and why does it matter in modern computing?

Learn what an index file is, how it works, where it’s used, and why it’s essential for fast data retrieval in systems like databases and search engines.

Maya Shin
Maya Shin10 Mar 2026
What are specialty search engines and why do they matter?

What are specialty search engines and why do they matter?

Learn what specialty search engines are, how they work, and why they offer more relevant, focused results for specific industries, tasks, and user needs.

Maya Shin
Maya Shin03 Mar 2026
Proximity search: Improve relevance & deliver smarter results

Proximity search: Improve relevance & deliver smarter results

Learn what proximity search is, how it works across major platforms, and how to use it to improve relevance, ranking, and user search experiences.

Maya Shin
Maya Shin24 Feb 2026