OpenAI's Agents SDK provides various ways for building multi-agent systems. Here we focus on the agents-as-tools method to build an orchestrator-subagent system. Throughout the video we'll be using OpenAI's new gpt-4.1 and gpt-4.1-mini models while building a full multi-agent workflow capable of searching the web, using internal documents, and executing code.
📌 Code:
https://github.com/aurelio-labs/agents-sdk-course/blob/main/chapters/04-multi-agent.ipynb
📖 Article:
https://www.aurelio.ai/learn/agents-sdk-multi-agent
👋🏼 New AI Platform:
https://platform.aurelio.ai
👾 Discord:
https://discord.gg/c5QtDB9RAP
X: https://x.com/jamescalam
LinkedIn: https://www.linkedin.com/in/jamescalam/
#artificialintellegence #ai #aiagents #programming #python
00:00 OpenAI's Agents SDK
01:38 Python Setup
02:51 Orchestrator Subagent
05:57 Web Search Subagent
11:40 RAG Subagent
17:15 Code Execution Subagent
23:44 Orchestrator Agent
28:44 Evaluating our Multi-Agent Workflow
39:31 Pros and Cons of Orchestrators
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The third AI workshop taught by our legendary teacher, Nick Sarafa. This is a full-day hands-on training workshop for purposeful co-creation with AI using Claude Code.
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◆ Fri 09 Oct 2026◆ KOKO Cafe, London◆ With Nick Sarafa