Course Outline
1. Introduction to LLM Applications and AutoGen v0.4
- Overview of Large Language Models (LLMs): Gaining insight into their potential and use cases.
- Introduction to AutoGen v0.4: Delving into its features, architecture, and the ways it streamlines agentic AI system development.
2. Core Concepts and Components of AutoGen
- Understanding the Layered Framework:
- Core Layer: An event-driven architecture that supports dynamic workflows.
- AgentChat API: Constructing task-oriented agents via high-level APIs.
- Extensions: Incorporating custom agents, tools, and memory modules to expand functionality.
- Asynchronous Messaging: Applying event-driven and request-response interaction patterns.
3. Building Your First Multi-Agent Application
- Defining Agents: Creating Assistant and User Proxy agents.
- Establishing Agent Communication: Configuring asynchronous messaging between agents.
- Implementing a Sample Application: Developing a basic multi-agent system to resolve a specific task.
- Observability and Debugging Tools: Leveraging built-in metric tracking and message tracing for real-time oversight.
4. Case Studies and Best Practices
- Real-World Applications: Reviewing successful AutoGen implementations across various sectors.
- Best Practices: Recommended guidelines for designing efficient and scalable LLM applications with AutoGen.
- Challenges and Solutions: Tackling typical development hurdles and their resolutions.
- Q&A
This workshop is ideal for:
- Software developers
- Data scientists
- Data engineers
- Individuals with a programming background or strong interest who wish to explore AI programming.
Requirements
Prerequisite – 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.
