Agentic Design Patterns and Orchestration

This repository provides

1. Notebooks demonstrating a from-scratch implementation of four common design patterns: reflection, planning, tool use, and multi-agent collaboration.
2. Code defining an agent class for each of these design patterns.
3. Ready-to-use implementations of simple agent use cases across four different agent frameworks (AutoGen, CrewAI, Swarm, and LangGraph). These implementations can serve as a baseline for developing custom use cases.

Follow these steps to get started:

• Have >python3.12 installed
• create virtual environment python3 -m venv venv #
• activate the virtual environment source venv/bin/activate (venv\Scripts\activate on windows)
• install the requirements pip install -r requirements.txt
• create a .env files and add an openai key to it OPENAI_API_KEY="sk-proj ...."

Using on of the agent frameworks:

• execute themain.py of the one of the frameworks, e.g. python agent_frameworks/openai_swarm_agent
• For using Autogen you need to have docker running. I you do not have it installed on your system, download it from the website (https://docs.docker.com/get-started/get-docker/). Then install and open it.