444b / sfguide-blog-ai-assistant

Building a Blog AI assistant using Retrieval Augmented Generation

Overview

In this guide, we will build an LLM Chatbot that uses Retrieval Augmented Generation to answer questions about a particular blog or a list of blogs. We use LlamaIndex to chunck the blog text and build index, and then provide this context from the blog chunks along with the prompt to the GPT-4 model to build the chatbot.

By the end of this session, you will have an interactive web application deployed that helps answer questions from the blog.

Step-By-Step Guide

For prerequisites, environment setup, step-by-step guide and instructions, please refer to the QuickStart Guide.