ADVANCED Python AI Agent Tutorial - Using RAG
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/joebe...
Llama Hub: https://llamahub.ai/
Code in this video: https://github.com/techwithtim/Python...
⏳ 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
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