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

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/LocalAIAgentWithRAG Ollama Library: https://ollama.com/library Download Ollama: https://ollama.com/ Virtual Environments Video: https://www.youtube.com/watch?v=Y21OR1OPC9A Ollama Video: https://www.youtube.com/watch?v=UtSSMs6ObqY&t=1s ⏳ 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 #sponsored