AI工程：RAG
关联话题: GraphRAG、Retrieval-Augmented Generation、检索增强生成
Advanced RAG Techniques: an Illustrated Overview
A comprehensive study of the advanced retrieval augmented generation techniques and algorithms, systemising various approaches. The article comes with a collection of links in my knowledge base referencing various implementations and studies mentioned.
Evaluating RAG Applications with RAGAs
A framework with metrics and LLM-generated data to evaluate the performance of your Retrieval-Augmented Generation pipeline.