Autogen Quickstart:

Develop LLM Applications with Autonomous Agents

What you'll learn

Generate apps with autogen agents

Use autogen for easy data visualisation

Configure multiple agents to generate content of higher quality than chatgpt

Configure autonomous agents so that they can use pre-written programs

Requirements

Python basics

Description

Welcome to the world of AutoGen, where the future of autonomous agents and AI-driven applications comes to life. In this comprehensive course, you will embark on a journey to master AutoGen, a cutting-edge framework that leverages the power of autonomous agents for a myriad of advanced applications.Key Learning Outcomes:Generating Applications with AutoGen: Kickstart your journey by learning to create functional applications using AutoGen. Gain hands-on experience in conceptualizing, developing, and deploying applications powered by autonomous agents.Visualizing Stock Market Data: Delve into the world of financial data with your agents. Learn to transform complex stock market data into compelling visual formats, making it more accessible and actionable for decision-making.Web Scraping Techniques: Explore the capabilities of AutoGen in extracting data from the web. Understand the nuances of web scraping, and how to process and utilize this data for a variety of purposes.Configuring Multiple Agents: Dive deeper into the mechanics of AutoGen by learning how to configure and synchronize multiple agents. Understand the intricacies of agent interaction and how to optimize their collective performance for more complex tasks.Utilizing Pre-Written Programs: Conclude your learning by mastering how to teach your agents to utilize pre-written programs. Learn to integrate existing code and scripts, enhancing the efficiency and capabilities of your autonomous agents.Throughout the course, you'll engage in practical, hands-on exercises and real-world projects to solidify your understanding and skills. By the end of this course, you will have the knowledge and experience to harness the power of AutoGen and autonomous agents, opening doors to innovative applications in various domains.Whether you're a developer, a data enthusiast, or just keen on the latest in AI technology, this course will equip you with the skills to stand at the forefront of AI-driven innovation. Join us in "AutoGen Mastery" and transform the way you think about and interact with AI technology.

Overview

Section 1: Introduction

Lecture 1 What is AutoGen?

Lecture 2 OpenAI Overview

Section 2: Environment Setup

Lecture 3 Python Installation

Lecture 4 PyCharm Installation

Section 3: AutoGen Basics

Lecture 5 Project Configuration

Lecture 6 Generating Simple Apps

Lecture 7 Troubleshooting

Lecture 8 Scripts

Lecture 9 Generate Snake Game

Lecture 10 Stock Price Data Visualisation

Lecture 11 Web Scraping with AutoGen

Lecture 12 Links

Section 4: Multiple Agents Configuration

Lecture 13 Content Generation with Multiple Agents

Section 5: Teaching Agents to Use Pre-Written Programs

Lecture 14 Functions Basics

Lecture 15 App

Lecture 16 Function

AI enthusiasts,Python programmers interested in LLM applications