PolyGuard — Code Security Intelligence

A React web app that interfaces with the PolyGuard ML model to scan code for security vulnerabilities and suggest improvements.

Getting Started

npm install && npm run dev → http://localhost:5173

API Endpoint

POST https://muhammadsaadamin-polyguard-api.hf.space/analyze Body: { "code": "string", "language": "python" }

App Pages

• Home — landing, links, API schema preview
• Analyzer — live code scanner with score ring + findings
• Architecture — interactive 5-tool system diagram + retrain guide
• Roadmap — 4-phase plan to make the model smarter

Retrain in 5 steps

1. Add data → 01_data_collection.ipynb
2. Retrain → 03_train_model.ipynb (T4 GPU, 20-40 min)
3. Push model → api.upload_folder(..., repo_id="MUHAMMADSAADAMIN/polyguard-model")
4. Restart HF Space → Settings → Restart Space
5. Test → curl POST /analyze