Udacity Team Archives

Prompt chaining explained: how to build reasoning pipelines in Python

Imagine asking a friend who has never baked anything to produce a multi-layered cake. No recipe. No...

LangChain agents tutorial: build a multi-step workflow in Python

A chatbot that answers questions from a knowledge base sounds impressive in a demo. Then someone asks...

Agentic AI architecture: how to design multi-agent systems that actually work

Picture a support operations pipeline built to handle billing inquiries. A customer writes in with a request...

Agentic AI frameworks compared: LangChain, LangGraph, AutoGen

A team starts building an internal support agent. The model works. Prompts return reasonable answers. Then the...

How to Build an AI Agent: Step-by-Step with Python

You write a Python script that calls an LLM. You give it a system prompt, feed in...