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Duration 7 hours
Course Outline
AI Agent Foundations and OpenAI APIs
- Defining AI agents and distinguishing them from standard chatbots
- Common business use cases for assistants and workflow automation
- Core OpenAI API concepts, including request and response structures
- Planning a straightforward agent workflow for business tasks
Setting Up the Development Environment
- Configuring API access, credentials, and local setup
- Selecting Python or JavaScript for implementation
- Executing an initial API request and analyzing results
- Understanding basic request parameters and structured outputs
Prompt Engineering and Instruction Design
- Crafting clear instructions to guide agent behavior
- Structuring prompts for consistent and valuable responses
- Utilizing examples, constraints, and specific output formats
- Avoiding frequent pitfalls in prompt design
Tool Integration and Multi-Step Workflows
- Introduction to tool usage and function calling patterns
- Defining simple tools for business tasks and data retrieval
- Transferring structured data between the model and tools
- Orchestrating a fundamental multi-step agent workflow
Context Management, Reliability, and Safety
- Handling multi-turn conversations and session state
- Maintaining focused, consistent, and task-oriented responses
- Implementing basic guardrails, moderation, and fallback mechanisms
- Monitoring token usage, costs, and common failure points
Constructing and Evaluating a Simple Business Agent
- Developing a complete, end-to-end agent for a realistic business scenario
- Integrating prompts, tools, and workflow logic
- Testing the agent with sample cases and refining the design
- Summarizing key takeaways and outlining next steps for production planning
Requirements
- Familiarity with fundamental API concepts and JSON data structures
- Proficiency in Python or JavaScript for basic scripting
- Foundational programming experience
Target Audience
- Developers seeking to create functional AI assistants and workflow agents
- Technical product teams investigating OpenAI-driven applications
- Solution architects and innovation teams assessing agent use cases
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 1600 € + VAT*
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