PharmaAgents

Multi-Agent AI Research System

A multi-agent system on the Claude API where specialized agents collaborate on drug-research queries through task decomposition, tool use, and results synthesis.

Methods & contributions

• Specialized agents — Literature Review, Drug Safety, Medicinal Chemistry, and Regulatory Intelligence agents coordinate on a shared task.
• Tool use — agents call structured tools and a coordinator decomposes queries and synthesizes results.
• Cheminformatics grounding — Lipinski, Veber, and Ghose drug-likeness rules implemented to literature values.
• Service layer — FastAPI with WebSocket streaming of agent progress.

Data flow

query → coordinator (decompose)
      → [Literature · Safety · Chemistry · Regulatory] agents (tool use)
      → synthesis → streamed answer

Technologies