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Duration 14 hours (2 days)
Course Outline
Introduction to Mastra
- Overview of TypeScript AI frameworks
- Key features and benefits of Mastra
- Installation and project setup
Understanding Mastra Architecture
- Core components and system design
- Agents, workflows, and memory architecture
- Integration points with APIs and LLMs
Building AI Agents
- Creating simple agents with TypeScript
- Using tools and context in agent reasoning
- Composing multi-step AI tasks
Workflows and Automation
- Designing agent-driven workflows
- Triggering and managing async tasks
- Error handling and process control
RAG (Retrieval-Augmented Generation) Integration
- Implementing document retrieval and indexing
- Connecting external knowledge bases
- Optimizing responses using contextual data
Observability and Debugging
- Monitoring agent activity and logs
- Performance profiling and optimization
- Debugging workflows and tracking outcomes
Deployment and Scaling
- Deploying Mastra applications to production
- Integration with cloud infrastructure
- Security and scaling best practices
Best Practices and Enterprise Use Cases
- Governance, auditability, and reliability considerations
- Case studies from enterprise implementations
- Future directions and community roadmap
Summary and Next Steps
Requirements
- Familiarity with JavaScript and TypeScript fundamentals.
- Experience with REST APIs or backend development.
- Basic knowledge of AI or LLM concepts.
Target Audience
- Software engineers developing AI or automation solutions.
- Engineering leads constructing agent-driven systems.
- Developers exploring enterprise-grade TypeScript AI frameworks.
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 3200 € + VAT*
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