Building a multi-agent system for drug target discovery

I built a multi-agent system in plain python that takes a disease name and autonomously finds potential drug targets by querying public bioinformatics databases. You enter “Alzheimer disease” as an input and returns a ranked list of targets, each annotated with protein structure data, known compounds, clinical trial progress, and recent literature. I ran it on three diseases and the results matched real-world pharma consensus in every case, without any hardcoded domain knowledge. ...

March 19, 2026 · 6 min · Dario Arcos-Díaz