Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Duration 14 hours
Course Outline
Revisiting Core AutoGen Concepts
- Definitions of agents and groups
- Function calling and role chaining
- Limitations of built-in agents and the need for customization
Creating Custom Agents with Python
- Defining agent behavior via user_proxy and AssistantAgent subclasses
- Injecting role-specific logic and decision-making processes
- Developing reusable agent modules and mixins
Sophisticated Tool Integration and Routing
- Tool registration, binding, and execution
- Conditionally directing inputs to designated tools
- Oversight of multi-step toolchains and composite actions
Planning and Context Oversight
- Architecting task decomposers and intermediate planners
- Sustaining context throughout chained agents
- Establishing scoped memory for extended sessions
Error Management and Recovery Strategies
- Identifying and managing failed or incomplete interactions
- Agent-initiated retries and fallback logic
- Logging, debugging, and response verification
Multi-Agent Cooperation with Custom Roles
- Coordinating specialists within dynamic agent groups
- Directing reasoning loops and cooperative workflows
- Role differentiation versus role integration in task allocation
Real-World Deployment Approaches
- Optimizing for performance and cost (token usage, caching)
- Integrating AutoGen workflows into web applications or pipelines
- Security, observability, and user feedback incorporation
Conclusion and Future Steps
Requirements
- Proficiency in Python programming
- Experience in developing LLM-based applications
- Familiarity with function calling and multi-agent system design
Target Audience
- Senior developers
- Platform engineers
- AI architects
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
Contact us for an exact quote and to hear our latest promotions
Testimonials (1)
I liked that he constantly provided examples but also offered time for individual work on what he presented.
