Building Effective AI Agents in Python

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1.5万回視聴・ 203いいね・ 2025/02/18

Building Effective AI Agents in Python – Tutorial

Learn the theory behind building effective AI agents and also how to implement some AI agents using Python and the OpenAI API.

Sign up for the Fetch the Flag CTF from Snyk: snyk.plug.dev/KknNNkD

Anthropic Blog Post: www.anthropic.com/research/building-effective-agen…

Code from Dave Ebbelaar: github.com/daveebbelaar/ai-cookbook/tree/main/patt…

Contents:
00:00 Intro to AI Agents
02:11 Workflow: Prompt Chaining
02:45 Workflow: Routing
03:05 Workflow: Parallelization
03:31 Workflow: Orchestrator-workers
03:54 Workflow: Evaluator-optimizer
04:15 Autonomous AI Agents
05:03 Snyk Fetch the Flag CTF
05:55 Coding AI Agents: Structured Output and Tools
13:17 Coding AI Agents: Prompt Chaining
19:34 Coding AI Agents: Routing
26:22 Coding AI Agents: Parallelization