AutoGen DeepDive: Building Conversational Agents for Kubernetes!

Video Description

Explore how you can use LOCAL MODELS to build AI Agents using AutoGen. AutoGen helps simplify the process of creating agentic software. In this view we will use AutoGen with a Local Model to build a conversational AI bot for Kubernetes. In this video we will: 1] Write some python code to see how we can use AutoGen. 2] Learn how to call custom functions in AutoGen. 3] See how AutoGen works under the hood. -------------------------------- References: 1] The Code: https://github.com/YourTechBud/ytb-practical-guide/tree/master/autogen-k8s-basic 2] AutoGen: https://microsoft.github.io/autogen/ 3] Model Used: https://huggingface.co/TheBloke/Mistral-7B-OpenOrca-GGUF -------------------------------- Related Videos: 1] Why You Shouldn't Use K8s Autoscaling? - https://youtu.be/DqJTzjtQpOM 2] Why your Microservices needs Kubernetes?! - https://youtu.be/ikbmGKHrkGc -------------------------------- Chapters: 00:00 - Introduction 00:54 - Writing the Adaptor 02:28 - Configuring AutoGen 03:45 - Making an Agent Call Functions 05:00 - Creating a Helper Agent 05:50 - Wiring it all up 07:11 - How it All Works? 09:41 - The Final Run #AutoGen #LLM #GenAI #DevOps #Kubernetes