Building a Simple RAG Application Using LlamaIndex

Writing about LLMs

In this tutorial, we will explore Retrieval-Augmented Generation (RAG) and the LlamaIndex AI framework. We will learn how to use LlamaIndex to build a RAG-based application for Q&A over the private documents and enhance the application by incorporating a memory buffer. This will enable the LLM to generate the response using the context from both the document and previous interactions.

https://machinelearningmastery.com/building-a-simple-rag-application-using-llamaindex/