Course Outline
1. Introduction to LLM Applications and AutoGen v0.4
- Overview of Large Language Models (LLMs): Gaining insight into their capabilities and potential applications.
- Introduction to AutoGen v0.4: Discovering its key features, architecture, and how it streamlines the creation of agentic AI systems.
2. Core Concepts and Components of AutoGen
- Understanding the Layered Framework:
- Core Layer: An event-driven architecture designed to support dynamic workflows.
- AgentChat API: Enabling the development of task-oriented agents via high-level APIs.
- Extensions: Connecting custom agents, tools, and memory modules to boost functionality.
- Asynchronous Messaging: Implementing event-driven and request-response interaction patterns.
3. Building Your First Multi-Agent Application
- Defining Agents: Setting up Assistant and User Proxy agents.
- Establishing Agent Communication: Configuring asynchronous messaging protocols between agents.
- Implementing a Sample Application: Creating a basic multi-agent system to address a specific task.
- Observability and Debugging Tools: Leveraging built-in metrics tracking and message tracing for real-time system monitoring.
4. Case Studies and Best Practices
- Real-World Applications: Analyzing successful AutoGen implementations across various industries.
- Best Practices: Guidelines for designing efficient and scalable LLM applications using AutoGen.
- Challenges and Solutions: Tackling common development hurdles and exploring effective solutions.
- Q&A
This workshop is designed for:
- software developers
- data scientists
- data engineers
- individuals with a programming background or inclination who wish to learn AI programming.
Requirements
Prerequisites: Knowledge of Python programming
Testimonials (5)
I liked that he constantly provided examples but also offered time for individual work on what he presented.
Iacob Giorgel
Course - Agentic AI Unleashed: Crafting LLM Applications with AutoGen
I really liked the theoretical background explanations and how they were carried out. It helped me to understand how the process works.
Norbert
Course - Agentic AI Unleashed: Crafting LLM Applications with AutoGen
The first more practical part was really exciting. Thanks for course. The presenter, Abhi, was really well prepared, he is a good presenter and has lot of knowledge in the topic of the presentation.
Tomas
Course - Agentic AI Unleashed: Crafting LLM Applications with AutoGen
The vast knowledge of the trainer about the subject and the condensed information.
Stefan
Course - Agentic AI Unleashed: Crafting LLM Applications with AutoGen
Trainer responding to questions on the fly.
