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Course Outline
1. Introduction to LLM Applications and AutoGen v0.4
- Overview of Large Language Models (LLMs): Understanding their capabilities and applications.
- Introduction to AutoGen v0.4: Exploring its features, architecture, and how it simplifies the development of agentic AI systems.
2. Core Concepts and Components of AutoGen
- Understanding the Layered Framework:
- Core Layer: Event-driven architecture supporting dynamic workflows.
- AgentChat API: Building task-driven agents with high-level APIs.
- Extensions: Integrating custom agents, tools, and memory modules for enhanced functionality.
- Asynchronous Messaging: Implementing event-driven and request-response interaction styles.
3. Building Your First Multi-Agent Application
- Defining Agents: Creating Assistant and User Proxy agents.
- Establishing Agent Communication: Setting up asynchronous messaging between agents.
- Implementing a Sample Application: Developing a simple multi-agent system to solve a specific task.
- Observability and Debugging Tools: Utilizing built-in metric tracking and message tracing for real-time monitoring.
4. Case Studies and Best Practices
- Real-World Applications: Examining successful implementations of AutoGen in various industries.
- Best Practices: Guidelines for designing efficient and scalable LLM applications using AutoGen.
- Challenges and Solutions: Addressing common challenges faced during development and their solutions.
- Q&A
The workshop is intended for:
- software developers
- data scientists
- data engineers
- people with programming background/inclination who want to learn about AI programming.
Requirements
. Prerequisites - Python programming
7 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €2280 online delivery, based on a group of 2 delegates, €720 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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Public Training
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