AutoGen is a framework for simplifying the orchestration, optimization, and automation of LLM workflows. It offers customizable and conversable agents that leverage the strongest capabilities of the most advanced LLMs, like GPT-4, while addressing their limitations by integrating with humans and tools and having conversations between multiple agents via automated chat.
The User Proxy: The gateway to the digital realm, translating user requests and acting as an intermediary, managing automated replies and ensuring tasks reach their end satisfactorily.
The Coder: Entrusted with the craft of code writing, this agent follows an approved blueprint, addressing problems in real time, ensuring the end result is seamless and functional.
The Data Analyst: Our visual storyteller. With expertise in 'matplotlib', this agent translates data into comprehensible, professional-grade graphics.
The Web Developer: A maestro in web app creation using the 'Streamlit' framework, responsible for building user-friendly, efficient web applications.
The Planner: The mastermind behind the strategy, devising plans, refining them based on feedback, and ensuring every step is carried out to perfection.