Ivy Biosciences is a comprehensive drug discovery platform integrating 36+ AI models for molecular design, protein analysis, and biomedical research. Researchers can interact through natural language queries like "Fold this protein and dock it with aspirin" without requiring deep computational expertise.

┌─────────────────────────────────────────────────────────────────────┐
│                                                                     │
│  ┌─────────────┐         ┌─────────────────┐         ┌───────────┐ │
│  │ ivybloom-cli│         │ ivybiosciences- │         │ ivylaunch │ │
│  │    (Go)     │────────▶│      next       │         │ (Remotion)│ │
│  │  CLI + TUI  │         │  (Next.js Web)  │         │  Videos   │ │
│  └─────────────┘         └────────┬────────┘         └───────────┘ │
│                                   │                                 │
│                                   ▼                                 │
│                     ┌─────────────────────────┐                    │
│                     │  ivybiosciences-modal   │                    │
│                     │   (Python + Modal.com)  │                    │
│                     │   36+ AI Models on GPU  │                    │
│                     └─────────────────────────┘                    │
│                                                                     │
└─────────────────────────────────────────────────────────────────────┘

Next.js Web Application & API Gateway

The primary web interface featuring natural language orchestration, 3D molecular visualization (Mol*), real-time job monitoring, and comprehensive export capabilities.

cd ~/ivybiosciences-next
npm run dev    # Start development server

Serverless GPU Compute Backend

Python-based backend running on Modal.com infrastructure with auto-scaling GPU resources (A100, A10G, T4) for computationally intensive scientific workflows.

cd ~/ivybiosciences-modal
modal deploy ivyai/server_app_modal_refactor/main.py

Terminal Interface

Production-ready Go CLI with an interactive TUI dashboard for power users, batch processing, and CI/CD integration.

# Installation
brew install ivybiosciences/tap/ivybloom
# or
npm install -g ivybloom
# or
curl -fsSL https://raw.githubusercontent.com/ivybiosciences/ivybloom-cli/main/install.sh | bash

# Usage
ivybloom auth login
ivybloom run esmfold protein_sequence=MKLLVLGLVGFGVG
ivybloom tui  # Interactive dashboard

Video Generation

Remotion-based video generation for marketing and launch campaigns. Produces multiple compositions from 45s teasers to 2.5min showcases.

cd ~/ivylaunch
npm start           # Remotion Studio
npm run build:all   # Render all compositions

• Natural Language Interface - Query AI models conversationally
• 36+ Integrated AI Models - ESMFold, DiffDock, REINVENT4, ADMET, and more
• 3D Molecular Visualization - Mol* viewer for proteins and molecules
• Real-time Job Monitoring - WebSocket-based progress tracking
• Multi-format Export - PDF, XLSX, PPTX, SVG, PDB, SDF
• Guest Mode - Try without account (rate-limited)
• CLI + TUI - Full terminal interface with batch processing
• Auto-scaling GPU - A100, A10G, T4 via Modal.com

• Clerk Authentication - SSO, MFA, session management
• Row-Level Security - Supabase RLS policies
• CSRF Protection - Token validation
• Rate Limiting - Upstash-based throttling
• Audit Logging - Comprehensive activity tracking
• API Protection - Tiered access control

All public repositories use FSL-1.1-Apache-2.0 (Functional Source License).

• Allowed: Self-hosting, internal use, building integrations
• Not Allowed: Offering as competing SaaS (until Apache conversion in 2 years)

• Documentation: ivybiosciences.com/docs
• API Reference: Available in each repository's docs
• GitHub: github.com/ivybiosciences

• GitHub Issues: Report bugs in respective repositories
• Email: support@ivybiosciences.com
• Enterprise: admin@ivybiosciences.com