Retrieval Augmented Generation

Posted Feb 13, 2026

LLMs and the need for RAG

RAG systems and their design

Outline The concept and design of RAG systems An overview of the indexing pipeline An overview of the generation pipeline An initial look at RAG evaluation A high-level look at...

AI RAG 向量嵌入

Indexing pipeline

Creating a knowledge base for RAG

AI RAG 向量嵌入

Generating pipeline

Generating contextual LLM responses

AI RAG 向量嵌入