Hybrid RAG

Concept

A retrieval architecture that routes simple queries to fast single-pass retrieval and complex or ambiguous queries to an agentic path with planning and iteration.

Title graphic: Hybrid RAG (Concept)

Type	Concept

Key points about Hybrid RAG

Moving to hybrid RAG needs careful planning, data preparation and ongoing monitoring. · Improve Microsoft Copilot Accuracy Beyond…

Episodes about Hybrid RAG

Improve Microsoft Copilot Accuracy Beyond Vector Search

2026-05-01 · Video on YouTube

This episode explains that vector search on its own is not a complete or reliable strategy for building accurate AI systems like Copilot. While many organizations rely on embeddings and vector databases to retrieve information, this approach often leads to…

Articles about Hybrid RAG (1)

Why Pure Vector Search Fails Enterprise AI (And How to Fix It)
2026-08-26 · Mirko Peters
When you start deploying generative AI across your organization, you quickly realize that standard Retrieval-Augmented Generation (RAG) setups lean heavily on pure …

Frequently asked questions

What does it take to move to hybrid RAG?

It requires careful planning, good data preparation and ongoing monitoring. The payoff is better recall and accuracy, lower latency than pure vector approaches, and better support for compliance and security. · From the episode: Improve Microsoft Copilot Accuracy Beyond…

Glossary

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Feed for this topic (RSS): entity/hybrid-rag/feed.xml
M365.FM episodes on this topic: 1
Articles on this topic: 1

Maintained by Mirko Peters (Microsoft MVP) · Last updated: 2026-11-03