App Compiler — Natural Language → App Schema

Convert plain English app descriptions into validated, executable JSON configurations.

Pipeline (4 Stages)

1. Intent Extractor — parses user intent into structured form
2. System Designer — converts intent → entities, flows, roles
3. Schema Generator — generates UI, API, DB, Auth schemas
4. Validator + Auto-Repair — detects and fixes cross-layer inconsistencies

Eval Results

• Success rate: 14/20 (70%)
• Normal cases: 9/10
• Edge cases: 5/10
• Avg latency: 21.36s

Stack

• Backend: FastAPI + Python
• LLM: Groq (llama-3.3-70b-versatile)
• Validation: Pydantic v2
• Frontend: React

Run Locally

# Backend
cd backend
python3 -m venv venv && source venv/bin/activate
pip install -r requirements.txt
uvicorn main:app --host 0.0.0.0 --port 8000

# Frontend
cd frontend
npm install && npm start

API

POST /generate

{"prompt": "Build a CRM with login, contacts, dashboard"}