Course Outline
1. Introduction to LLM Applications and AutoGen v0.4
- Large Language Models (LLMs) Overview: Gaining insight into their potential and practical applications.
- Getting Started with AutoGen v0.4: Investigating its key features, structural design, and the ways it streamlines the creation of agentic AI systems.
2. Fundamental Concepts and Components of AutoGen
- Comprehending the Layered Framework:
- Core Layer: An event-driven architecture that supports dynamic workflow management.
- AgentChat API: Enabling the creation of task-oriented agents using intuitive high-level APIs.
- Extensions: Connecting custom agents, external tools, and memory modules to expand system capabilities.
- Asynchronous Messaging: Deploying event-driven and request-response interaction patterns.
3. Developing Your First Multi-Agent Application
- Agent Definition: Establishing Assistant and User Proxy agents.
- Setting Up Agent Communication: Configuring asynchronous messaging channels between agents.
- Sample Application Implementation: Constructing a basic multi-agent system designed to execute a specific objective.
- Observability and Debugging Tools: Leveraging native metric tracking and message tracing features for real-time system monitoring.
4. Case Studies and Best Practices
- Real-World Applications: Analyzing successful AutoGen deployments across different sectors.
- Best Practices: Strategic guidelines for engineering efficient and scalable LLM applications via AutoGen.
- Challenges and Solutions: Tackling typical development obstacles and exploring effective resolutions.
- Q&A Session
This workshop is ideal for:
- software developers
- data scientists
- data engineers
- individuals with programming experience or interest who wish to delve into AI programming.
Requirements
Prerequisites - Proficiency in 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.
