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Multi-Agent AI System

A personal project: three AI agents working together

Multi-Agent AI System

Overview

A personal project to see how specialized AI agents can work together and produce better output than a single prompt.

The problem

A single AI prompt struggles once a task gets complex.

What I built

Three agents (Planner, Researcher, Writer), each with one job, connected through a pipeline. Planner breaks the task down, Researcher gathers context, Writer produces the output. FastAPI backend, React and Vite frontend, deployed on Render and Vercel.

The outcome

A working demo of a multi-agent pipeline: clear separation between agents, a clean data flow, and a UI that shows each step.

Stack

PythonFastAPIReactViteOpenAI API