Build an AI RAG Application with LangChain & Next.js
Web Dev Roadmap for Beginners (Free!): https://bit.ly/DaveGrayWebDevRoadmap
Learn how to build an AI RAG application with LangChain & Next.js. This tutorial introduces LangChain and shows how to use the framework to enhance your chatbots and build RAG (retrieval augmented generation) applications with Next.js.
💖 Support me on Patreon ➜ / davegray
⭐ Become a full-stack web dev with Zero To Mastery Courses:
Complete Next.js Developer: https://bit.ly/CompNextJSDev
Advanced React: https://bit.ly/AdvReactDev
Junior to Senior Dev Roadmap: https://bit.ly/WebDevRoadmap-JrtoSr
🚩 Subscribe ➜ https://bit.ly/3nGHmNn
📬 Course Updates ➜ https://courses.davegray.codes/
❓ Questions - Please post them to my Discord ➜ / discord
☕ Buy Me A Coffee ➜ https://www.buymeacoffee.com/davegray
🔗 Starter Source Code Example: https://github.com/gitdagray/nextjs-a...
🔗 Completed Source Code Example: https://github.com/gitdagray/nextjs-r...
🔗 My Next.js Videos: • Next.js Tutorials for Beginners
👇 Follow Me On Social Media:
GitHub: https://github.com/gitdagray
Twitter: / yesdavidgray
LinkedIn: / davidagray
Build an AI RAG Application with LangChain & Next.js
(00:00) Intro
(00:12) Welcome
(00:34) Lesson Goal
(01:03) What is RAG?
(02:17) What is LangChain?
(03:39) Source Code
(04:14) OpenAI API Key
(05:04) Dependencies
(06:35) Frontend Chat Component
(07:24) Simple Chat Example
(09:29) Ex. 1: LangChain Chat
(14:51) Ex. 2: Chat with History
(21:06) Ex. 3: Chat with Personality
(22:37) Ex. 4a: RAG Pattern Chat with JSON Object
(29:58) Ex. 4b: RAG Pattern Chat with JSON file
(32:11) Wrap-up
📚 Tutorial References:
🔗 LangChain: https://js.langchain.com/docs/get_sta...
🔗 Next.js: https://nextjs.org
🔗 Vercel AI SDK: https://sdk.vercel.ai/docs
🔗 OpenAI: https://openai.com/
🔗 shadcn/ui: https://ui.shadcn.com/
🔗 Next.js Light & Dark Modes: https://www.davegray.codes/posts/ligh...
Was this tutorial about building a RAG application with LangChain & Next.js helpful? If so, please share. Let me know your thoughts in the comments.
#rag #app #langchain
Watch video Build an AI RAG Application with LangChain & Next.js online without registration, duration hours minute second in high quality. This video was added by user Dave Gray 30 April 2024, don't forget to share it with your friends and acquaintances, it has been viewed on our site 23,568 once and liked it 939 people.