Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

YouTube

Python AI Agent Tutorial - Build a Coding Assistant with RAG and LangChain

Tech with Tim via YouTube

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Learn to build a custom AI coding assistant using Python, Retrieval Augmented Generation (RAG), and LangChain in this 49-minute tutorial. Follow step-by-step instructions to create an AI agent that functions as a GitHub assistant, capable of querying information and providing coding support. Begin with an overview and demo, then progress through installation, API setup, and database configuration. Master techniques for fetching GitHub issues, connecting to a vector store database, and implementing RAG. Develop the AI agent's core functionality, including a note-taking tool, and learn how to execute the finished product. Suitable for intermediate Python users, this hands-on guide offers practical insights into AI development for coding assistance.

Syllabus

| Overview
| Demo
| Installation/Setup
| API Keys/Tokens
| Astra DB Database Setup
| OpenAI API Key
| Fetching GitHub Issues
| Connecting to a Vector Store Database RAG
| Adding Documents to The Vector Store
| Writing the Agent
| Creating a Note Tool
| Running The Agent

Taught by

Tech With Tim

Reviews

Start your review of Python AI Agent Tutorial - Build a Coding Assistant with RAG and LangChain

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.