Python AI Agent Tutorial - Build a Coding Assistant w/ RAG & LangChain
In this video, I'll be showing you how to build your own custom AI agent within Python using Retrieval Augmented Generation (RAG) and LangChain. Even if you're an intermediate Python user, this tutorial will be easy to follow as I demonstrate how to query information and then make an AI agent that acts as a coding or Github assistant in less than an hour.If you want to land a developer job check out my program with CourseCareers: https://techwithtim.net/dev
🎞 Video Resources 🎞
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OpenAI API Key: https://platform.openai.com/api-keys
Finished Code: https://github.com/techwithtim/GitHub-AI-Assitant-Agent
GitHub URL: https://github.com/techwithtim/Flask-Web-App-Tutorial/issues
⏳ Timestamps ⏳
00:00 | Overview
00:32 | Demo
03:04 | Installation/Setup
06:13 | API Keys/Tokens
08:37 | Astra DB Database Setup
11:50 | OpenAI API Key
12:52 | Fetching GitHub Issues
22:43 | Connecting to a Vector Store Database (RAG)
29:15 | Adding Documents to The Vector Store
36:25 | Writing the Agent
43:06 | Creating a Note Tool
45:41 | Running The Agent
Hashtags
#techwithtim #pythonai #langchain #github #codingtutorial Receive SMS online on sms24.me
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