drug-discovery-pipeline

Installation
SKILL.md

Drug Discovery Pipeline

Screen drug candidates end-to-end using three BioNeMo NIMs in sequence:

Step 1: GenMol    →  Step 2: DiffDock  →  Step 3: Boltz2
(Generate mols)      (Dock to target)      (Predict affinity)

Overview

This pipeline is used for:

  • De novo hit discovery: generate drug-like molecules and screen them against a target
  • Lead optimization: start from a known scaffold and generate improved analogs, then dock and score
  • Virtual screening: dock a library of candidates and filter by docking confidence + affinity

Installs
230
GitHub Stars
461
First Seen
Jun 23, 2026
drug-discovery-pipeline — nvidia-bionemo/bionemo-agent-toolkit