Watch the autonomous pipeline transform prompts into physics simulations
Prompt...
A complete autonomous pipeline for generating synthetic physics simulation data
Advanced LLM automatically generates complete, executable physics simulation code from natural language descriptions. Supports PyBullet with template-based optimization.
Headless execution in sandboxed environments with accurate rigid body dynamics, collision detection, and configurable parameters.
Automatic frame capture with professional lighting, dynamic cameras, and FFmpeg compilation in preview (640p) or export (1080p) quality.
Vision Language Model analyzes rendered videos to validate physics accuracy across 6 metrics including gravity, collision, and momentum.
Generate hundreds of simulations in parallel with intelligent queue management, progress tracking, and automatic retry on failures.
Specialized AI agents coordinated by a central orchestrator
Pipeline Coordinator
Manages workflow, state, and agent communication
LLM Agent
Generates PyBullet code from prompts
Simulation Engine
Executes code and captures frames
Vision Language Model
Validates physics accuracy