Learn how to build a fully functional, AI-powered shopping assistant from scratch. @aniakubow will teach you how to use cutting-edge technologies like LangChain's LangGraph for agent orchestration, MongoDB Atlas for vector search and memory, and Google's Gemini as the brains of the operation. Key skills you'll learn include setting up a Node.js backend, creating a React frontend, and seeding a database with AI-generated product data. By the end, you'll have a complete e-commerce chat assistant that can take autonomous, multi-step actions to help customers in real time.
Code: https://github.com/kubowania/ecommerce-chat-helper
Sign up for MongoDB here: https://www.mongodb.com/cloud/atlas/register
?️ MongoDB provided a grant to make this course possible.
⭐️ Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:02:29) Backend Setup
⌨️ (0:08:03) MongoDB Setup
⌨️ (0:18:14) Seeding the Database
⌨️ (0:43:22) Building the AI Agent
⌨️ (1:07:10) Frontend Setup
⌨️ (1:19:17) Building the Chat Widget
⌨️ (1:31:57) Frontend Logic
⌨️ (1:42:19) Final Result & Outro