Get in Touch
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.

Course Outline

Introduction to Python Environments for Agentic Development

  • Configuring Python, virtual environments, and dependency management
  • Utilizing Git and Docker for version control and isolation
  • Adopting best practices for reproducible development environments

Overview of Agent SDKs and Frameworks

  • Exploring LangChain, AutoGen, and other emerging SDKs
  • Understanding agent structure and lifecycle: perception, reasoning, and action
  • Comparing SDK capabilities and architectural styles

Building Functional Agents in Python

  • Developing a basic agent using LangChain
  • Linking agents to external tools and APIs
  • Managing input/output, memory, and persistence mechanisms

Tool and API Integration

  • Defining and registering tools for agent usage
  • Ensuring secure API integration and key management
  • Leveraging external data sources and custom function calls

Agent Orchestration and Communication Patterns

  • Facilitating multi-agent collaboration with AutoGen
  • Implementing task delegation and planning logic
  • Utilizing event-driven and asynchronous orchestration techniques

Testing, Debugging, and Observability

  • Evaluating agents with mock inputs and controlled environments
  • Debugging message flow and tool invocation processes
  • Setting up structured logging and performance metrics

Deployment and Production Considerations

  • Packaging and containerizing Python agent services
  • Integrating with CI/CD pipelines
  • Scaling, monitoring, and maintaining long-running agents

Summary and Next Steps

Requirements

  • Proficiency in Python programming and package management
  • Hands-on experience with REST APIs and JSON data structures
  • Fundamental understanding of asynchronous I/O in Python

Target Audience

  • Backend engineers
  • Platform engineers
  • ML engineers
 21 Hours

Number of participants


Price per participant

Upcoming Courses

Related Categories

Morty Proxy This is a proxified and sanitized view of the page, visit original site.