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CodeSignal

Developing GPT-5 Agents with Tool Integration in Python

via CodeSignal

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Overview

Discover how to enhance GPT-5's capabilities by integrating custom tools and functions. Progress from creating tool schemas to building autonomous agents that can interact with external systems through iterative tool use.

Syllabus

  • Unit 1: Writing Tool Schemas for GPT-5
    • Building Your First Tool Function for GPT-5
    • Creating Your First Tool Schema for GPT-5
    • Building a Multi-Tool System with Function Schemas
    • Creating the Function-to-Schema Mapping System
  • Unit 2: Understanding How GPT-5 Uses Tools
    • Enabling Tool Usage in GPT-5 API Requests
    • Guiding GPT-5 to Use Tools with Instructions
    • Parsing GPT-5 Tool Use Responses
    • Handling Multiple Tool Calls
    • Mixing Different Tool Types in a Single Request
  • Unit 3: Completing the Tool Use Cycle with GPT-5
    • Detecting and Parsing GPT-5 Function Calls
    • Executing Requested Tools
    • Preparing Tool Results for GPT-5
    • Completing the Agent Response Cycle
  • Unit 4: Building an Autonomous GPT-5 Agent
    • Building the Agent Foundation
    • Building a Tool Execution Engine for AI Agents
    • Implementing Your First Agent Conversation
    • Building the Autonomous Agent Loop
    • Executing Tools in the Agent Loop
    • Solving Complex Equations with Autonomous Agents

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