All articles by Maya Shin
Understanding hybrid search RAG for better AI answers
Learn what hybrid search RAG is, how it blends semantic and keyword search for more accurate retrieval, and how it works, challenges, implementation & more.
Naive RAG vs. advanced RAG: What are the differences?
Explore the key distinctions between naive RAG and advanced RAG, including how they differ in process, accuracy, scalability, performance & more.
RAG vs. long-context LLMs: A side-by-side comparison
Compare the key differences between RAG and long-context LLMs. See which approach best suits your needs, where to apply them, and more.
RAG indexing: Structure and evaluate for grounded LLM answers
Guide to what RAG indexing is, how it works, key strategies, when to refresh, and how to measure performance for grounded LLM answers.
Meilisearch October updates
Your monthly recap of everything Meilisearch. October 2025 edition.
Semantic search vs. RAG: A side-by-side comparison
Explore the differences between semantic search and RAG. Learn when to use each, common trade-offs, benefits, evaluations, and more.
RAG vs. prompt engineering: choosing the right approach for you
Explore the key differences between RAG and prompt engineering. See which approach best suits your needs, where to apply them, and more.
GraphRAG vs. Vector RAG: Side-by-side comparison guide
A practical guide comparing GraphRAG and Vector RAG – how they work, key differences, pros/cons, top tools, and when to combine them for better answers.
That's a wrap: Meilisearch Launch Week, October 13-17th 2025
New in Meilisearch: Conversational AI, search personalization, multimodal, and more