How to Build a Local AI Agent With Python (Ollama, LangChain & RAG)

Автор: Tech With Tim

Загружено: 2025-03-31

Просмотров: 335718

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Thanks to Microsoft for sponsoring this video! Submit your #CodingWithCopilot stories so I can review them! I'm excited to check out more!

Today I'll be showing you how to build local AI agents using Python. We'll be using Ollama, LangChain, and something called ChromaDB; to act as our vector search database. All of this will be local and free to run.

🎞 Video Resources 🎞
Code in this Video: https://github.com/techwithtim/LocalA...
Ollama Library: https://ollama.com/library
Download Ollama: https://ollama.com/
Virtual Environments Video: • Python Virtual Environments - Full Tutoria...
Ollama Video: • Learn Ollama in 15 Minutes - Run LLM Model...

⏳ Timestamps ⏳
00:00 | Video Overview
00:34 | Project Demo
02:02 | Python Setup/Installation
04:33 | Ollama Setup
07:14 | GitHub Copilot
08:22 | Local LLM Usage
14:52 | Vector Store Database Setup
23:24 | Connecting LLM & Vector Store

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How to Build a Local AI Agent With Python (Ollama, LangChain & RAG)

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