Building RAG Applications with LlamaIndex and MongoDB

Learning Byte Overview:

In this Learning Byte, learn to use LlamaIndex with Atlas Vector Search to create a RAG application. Review the code used to create a functioning application that answers questions about MongoDB, relying on The Little Book of MongoDB as its knowledge base. Learn the basics of using LlamaIndex to make building RAG applications easier!

Chapters in this Learning Byte:

• Chapter 1: Introduction
• Chapter 2: Prepare the Data
• Chapter 3: Ingest the Data
• Chapter 4: Retrieval
• Chapter 5: Creating Prompts
• Chapter 6: Answering Generation
• Chapter 7: Learn More