React Native MasteryThe Ultimate React Native and Expo Course πŸš€

Building an AI Chatbot for Expo docs: RAG Tutorial

Vadim Savin profile picture
Vadim SavinMay 31, 2024

In this video, you'll learn how to build an AI chatbot using Retrieval-Augmented Generation (RAG) systems. We guide you through obtaining data from Expo Docs, generating vector embeddings, storing them in a vector database, and performing similarity searches. Finally, we'll integrate everything into a sleek chat UI for both mobile and web using Expo and Expo Router.

What You Will Learn?

  • RAG Systems: Understand the basics of Retrieval-Augmented Generation and how it enhances chatbot capabilities.
  • Data Gathering: Learn how to efficiently obtain data from Expo Docs.
  • Vector Embeddings: Discover the process of generating vector embeddings for text data.
  • Vector Database: Store and manage embeddings in a vector database for quick retrieval.
  • Similarity Searches: Implement similarity searches to fetch relevant information for your chatbot.
  • Chat UI Design: Build a simple chat user interface using Expo and Expo Router.

Why Watch This Video?

This tutorial is perfect for developers looking to dive into AI and chatbot development. Follow along and create a powerful AI chatbot, adding an impressive project to your portfolio.

Ready to start building? Open the tutorial in a new tab and..

πŸš€Β ..let’s start building!

Vadim Savin profile picture

Vadim Savin

Hi πŸ‘‹ Let me introduce myself

I started my career as a Fullstack Developer when I was 16 y.o.

In search of more freedom, I transitioned to freelancing, which quickly grew into a global software development agency πŸ”₯

Because that was not challenging enough, I started my startup which is used by over 20k users. This experience gave another meaning to being a (notJust) developer πŸš€

I am also a proud ex-Amazon SDE and Certified AWS Architect, Developer and SysOps. You are in good hands πŸ‘Œ