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Duration 21 hours
Course Outline
Introduction to LLM Agent Systems
- Concepts of LLM agents and multi-agent architectures
- An overview of the AutoGen framework and its ecosystem
- Defining agent roles: user proxy, assistant, function caller, and others
Installation and Configuration of AutoGen
- Preparing the Python environment and required dependencies
- Fundamentals of AutoGen configuration files
- Integrating with LLM providers (OpenAI, Azure, or local models)
Agent Design and Role Allocation
- Exploring agent types and conversation patterns
- Establishing agent objectives, prompts, and directives
- Implementing role-based task delegation and control flows
Function Calling and Tool Integration
- Registering functions for agent utilisation
- Executing functions autonomously and in collaboration
- Linking external APIs and Python scripts to agents
Conversation Management and Memory
- Tracking sessions and maintaining persistent memory
- Handling agent-to-agent messaging and tokens
- Managing conversation context and historical data
End-to-End Agent Workflows
- Developing multi-step collaborative tasks (e.g., document analysis, code review)
- Simulating user-agent dialogues and decision-making chains
- Debugging and optimising agent performance
Use Cases and Deployment
- Internal automation agents: research, reporting, and scripting
- External-facing bots: chat assistants and voice integrations
- Packaging and deploying agent systems for production environments
Summary and Next Steps
Requirements
- A solid grasp of Python programming
- Knowledge of large language models and prompt engineering
- Proficiency with APIs and automation processes
Target Audience
- AI engineers
- ML developers
- Automation architects
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customised 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 £4800 + VAT*
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Testimonials (1)
I liked that he constantly provided examples but also offered time for individual work on what he presented.
