Tool Integration for AI Agents
This program focuses on enabling agents to use external tools and APIs (e.g., search engines, calculators, custom internal tools). Covers tool definition, function calling mechanisms, and error handling in tool use.
Pre-Requisite
- Building Simple AI Agents with Python
- Practical experience with RESTful APIs.
Course Outline
- 3 Sections
- 12 Lessons
- 3 Days
Expand all sectionsCollapse all sections
- DAY 1 - Designing & Registering Tools4
- 1.1Principles of Tool Design for Agents (Granularity, Input/Output schemas)
- 1.2Tool Descriptors (e.g., OpenAPI/JSON Schema for tool definitions)
- 1.3Agent’s ability to ‘choose’ and ‘use’ tools
- 1.4Hands-on: Defining various tools (e.g., weather API, stock quote API) and preparing them for agent integration.
- DAY 2 - Advanced Function Calling & Orchestration4
- DAY 3 - Custom Internal Tools & Best Practices4
- 3.1Developing Custom Tools for Internal Systems (e.g., interacting with a company database)
- 3.2Security Considerations for Tool Integration (API keys, access control)
- 3.3Best Practices for Tool-Enabled Agent Design
- 3.4Hands-on: Creating and integrating a custom tool that interacts with a mock internal service, demonstrating error handling and robust tool use.
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