MongoDB Chatbot Framework (ICT Learnathon)

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MongoDB Chatbot Framework

Learning Byte Overview

In this Learning Byte, a MongoDB expert will guide you through using the MongoDB Chatbot Framework to create your own AI chatbot. You’ll uncover the foundational differences between large language models and retrieval-augmented generation (RAG) in modern chatbots and dive into how MongoDB's Framework leverages Atlas Vector Search to deliver precise, context-aware responses.

We'll end with a hands-on demo of creating a cookbook chatbot about the Boston Cooking School Cookbook, and provide insights into customizing your own chatbot applications.

Chapters in this Learning Byte:

• Chapter 1: Overview
• Chapter 2: Approaches to Gen AI Chatbots
• Chapter 3: RAG Architecture
• Chapter 4: Components: MongoDB Chatbot Framework
• Chapter 5: Demo: Build an AI Chatbot 
• Chapter 6: Learn More