Building AI Agents with Custom Tools

Overview

Learn to build advanced AI agents from scratch. Start with OpenAI completions, progress to custom tools, Retrieval-Augmented Generation (RAG), and orchestrate multi-agent systems for real-world automation.

Syllabus

Course 1: Foundations of AI Agents
Course 2: Building Your First AI Agent
Course 3: Enhancing Agents with Custom Tools and RAG
Course 4: Orchestrating Multi-Agent Systems

Courses

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You'll build a simple AI assistant using the OpenAI Completions API, starting with basic prompt engineering and progressing to a simple chat loop. This course introduces the core concepts of completions, prompt design, and basic error handling.
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You'll build your first AI agent using the OpenAI Agents SDK. This course introduces the core concepts of the Agents SDK, including Agents, and Runners. You'll learn how to create a simple agent with custom instructions and personality settings.
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You'll master custom tool development and RAG by building a complete knowledge retrieval system using ChromaDB, creating custom tools that agents can call, and implementing the full function-calling workflow for enhanced agent capabilities.
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You'll master more advanced techniques for building agents, including designing more complex tools, orchestrating agent collaboration, and creating a system where multiple agents work together to solve complex tasks.