Get Started with Agent Framework for Python

This folder contains a progressive set of samples that introduce the core concepts of Agent Framework one step at a time.

Prerequisites

pip install agent-framework --pre

Set the required environment variables:

export OPENAI_API_KEY="sk-..."
export OPENAI_RESPONSES_MODEL_ID="gpt-4o"   # optional, defaults to gpt-4o

#	File	What you'll learn
1	01_hello_agent.py	Create your first agent and run it (streaming and non-streaming).
2	02_add_tools.py	Define a function tool with `@tool` and attach it to an agent.
3	03_multi_turn.py	Keep conversation history across turns with `AgentThread`.
4	04_memory.py	Add dynamic context with a custom `ContextProvider`.
5	05_first_workflow.py	Chain executors into a workflow with edges.
6	06_host_your_agent.py	Host a single agent with Azure Functions.

Run any sample with:

python 01_hello_agent.py