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Course Outline
Introduction to Mastra
- Overview of AI frameworks tailored for TypeScript.
- Key features and competitive advantages of Mastra.
- Installation procedures and initial project setup.
Understanding the Mastra Architecture
- Core components and system design principles.
- Architecture of agents, workflows, and memory systems.
- Integration points for APIs and LLMs.
Building AI Agents
- Developing simple agents using TypeScript.
- Utilizing tools and context to enhance agent reasoning.
- Composing complex, multi-step AI tasks.
Workflows and Automation
- Designing workflows driven by agents.
- Initiating and managing asynchronous tasks.
- Implementing error handling and process control mechanisms.
RAG (Retrieval-Augmented Generation) Integration
- Implementing document retrieval and indexing strategies.
- Connecting to external knowledge bases.
- Optimizing responses through contextual data usage.
Observability and Debugging
- Monitoring agent activity and log management.
- Performance profiling and optimization techniques.
- Debugging workflows and tracking operational outcomes.
Deployment and Scaling
- Deploying Mastra applications to production environments.
- Integrating with cloud infrastructure.
- Adhering to best practices for security and scalability.
Best Practices and Enterprise Use Cases
- Considerations for governance, auditability, and reliability.
- Case studies highlighting enterprise implementations.
- Future directions and the community roadmap.
Summary and Next Steps
Requirements
- Proficiency in JavaScript and TypeScript fundamentals.
- Prior experience with REST APIs or backend development.
- Basic knowledge of AI concepts or Large Language Models (LLMs).
Audience
- Software engineers developing AI or automation solutions.
- Engineering leads responsible for building agent-centric systems.
- Developers investigating enterprise-grade TypeScript AI frameworks.
14 Hours
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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