RAG_CONCEPTS.md

This section provides information about the Retrieval-Augmented Generation (RAG) pattern. It includes a description of the pattern, reasons for starting with it, and technical references related to RAG.

What is a RAG pattern?

Reference implementation of the Retrieval-Augmented Generation (RAG) pattern.

Why to start with RAG pattern?

Technical References

• Retrieval Augmented Generation (RAG) Paper

• Retrieval Augmented Generation (RAG) in Azure AI Search

• Build and maintain your company Copilot with Azure ML and GPT-4

• Revolutionize your Enterprise Data with ChatGPT: Next-gen Apps w/ Azure OpenAI and AI Search

• Introducing Azure OpenAI Service On Your Data in Public Preview

• Grounding LLMs

• Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback

• Microsoft Guidance Validation and Robustness of responses

• RAG vs Finetuning