Course Outline
1. Fundamentals of LLM Applications and AutoGen v0.4
- Large Language Models (LLMs): A look at their core capabilities and diverse applications.
- AutoGen v0.4 Overview: An examination of its features, architecture, and how it streamlines the creation of agentic AI systems.
2. Essential Concepts and Components of AutoGen
- The Layered Framework Explained:
- Core Layer: An event-driven architecture designed to support dynamic workflows.
- AgentChat API: A high-level interface for constructing task-oriented agents.
- Extensions: Incorporating custom agents, tools, and memory modules to expand functionality.
- Asynchronous Messaging: Adopting event-driven and request-response interaction patterns.
3. Creating Your First Multi-Agent Application
- Agent Definition: Setting up Assistant and User Proxy agents.
- Agent Interaction: Configuring asynchronous messaging channels between agents.
- Sample Implementation: Building a straightforward multi-agent system to address a specific objective.
- Monitoring and Troubleshooting: Leveraging built-in metric tracking and message tracing for live oversight.
4. Case Studies and Industry Best Practices
- Practical Applications: Reviewing successful AutoGen deployments across different sectors.
- Best Practices: Recommendations for architecting efficient and scalable LLM applications with AutoGen.
- Challenges and Remedies: Tackling common development hurdles and providing effective solutions.
- Q&A
This workshop is suitable for:
- software developers
- data scientists
- data engineers
- individuals with a programming background or strong aptitude who wish to explore AI programming.
Requirements
Prerequisites - 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.
