Discover how to enhance GPT'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.
Overview
Syllabus
Writing Tool Schemas for GPT
- Building Your First Tool Function
- Creating Your First JSON Schema for GPT Tool Functions
- Building a Multi-Tool System with Functions and Schemas
- Creating the Tool Name to Function Mapping System
Understanding How GPT Uses Tools
- Enable Tool Usage and Inspect GPT Response Structure
- Guiding GPT to Use Tools with Instructions
- Parsing GPT Tool Use Responses
- Requesting Multiple Tool Calls in a Single Request
- Mixing Different Tool Types in a Single Request
Completing the Tool Use Cycle with GPT
- Detecting and Parsing GPT Function Call Requests
- Executing Tool Requests from GPT
- Structuring the Conversation History for GPT
- Complete the Tool Execution Cycle with GPT
Building an Autonomous GPT Agent
- Building the Agent Foundation: Constructor and Configuration
- Building a Robust Tool Execution Engine
- Implementing Your First Agent Conversation
- Building the Autonomous Loop Structure
- Building an Autonomous Agent with Action-Feedback Loops
- Solving Complex Equations with Extended Agent Turns