Videos » ADVANCED Python AI Agent Tutorial - Using RAG

ADVANCED Python AI Agent Tutorial - Using RAG

Posted by admin
In this video, I will be showing you how to create an artificial intelligence agent that will be able to use all of the tools that we provide it with. That's right, we will create and AI agent & give it various tools for it to use selectively based on the task at hand. Note: This video refers to llamaindex version 0.9. On Feb 12th, 2024 llamaindex version 0.10 was released which is mostly the same but has some added functionality 🎞 Video Resources 🎞 Check out Llama Index: https://www.llamaindex.ai/ Llama Index Docs: https://docs.llamaindex.ai/en/stable/ Population Dataset: https://www.kaggle.com/datasets/joebeachcapital/world-population-by-country-2023 Llama Hub: https://llamahub.ai/ Code in this video: https://github.com/techwithtim/PythonAgentAI/tree/main ⏳ Timestamps ⏳ 00:00 | Overview 00:27 | Project Demos 03:54 | Understanding Agents & RAG 06:29 | Installation/Setup 09:00 | Data Sources 13:18 | Querying Pandas Data 19:17 | Building Agent Capabilities 29:18 | Querying Unstructured Data 39:38 | Next Steps Hashtags #PythonAI #TechWithTim #AICoding
Posted Apr 2
click to rate

Embed  |  90 views