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CodeSignal

Introduction to OpenAI Agents SDK in Python

via CodeSignal

Overview

Get started with the OpenAI Agents SDK and discover how AI agents actually work! This practical course teaches you to build and run your own agents in Python, understand their conversation flows, and see how they use built-in and custom tools to accomplish tasks.

Syllabus

  • Unit 1: Getting Started with OpenAI Agents SDK
    • Customizing Agent Inputs and Retrieving Outputs
    • Async Agent Execution in Action
    • Debugging Agent Execution
    • Streaming Agent Events
    • Design Your Own Custom Agent
  • Unit 2: Deep Dive into Agent Results and Chaining
    • Extracting Input and Final Output
    • Exploring Agent Steps and Messages
    • Viewing the Full Conversation Context
    • Chaining Agents for Creative Workflows
    • Tracking the Final Agent Output
  • Unit 3: Managing Multi-Turn Agentic Conversations
    • Starting a Conversation History
    • Updating the Conversation History
    • Continuing the Conversation with Your Agent
    • Reviewing the Full Conversation History
    • Handling Multiple Queries in Conversation
  • Unit 4: Extending Agent Capabilities with Built-In and Custom Tools
    • Adding a Built-In Tool to Your Agent
    • Exploring Agent Reasoning Steps
    • Build a Custom Calculation Tool
    • Exploring Tool Metadata in Agents
    • Combining Tools for Smarter Agents

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