socratink-app

socratink-app is an MVP-stage learning product deployed on Vercel serverless.

The tracked repo contains the hosted product surface:

• the hosted app: FastAPI backend plus a vanilla JS frontend in public/
• production Gemini prompt assets in app_prompts/

The product doctrine is stable even while implementation is still moving:

• generation before recognition
• the graph tells the truth
• AI should remove prep friction and increase truthful retrieval reps
• local success does not validate hosted behavior

Repo Shape

• main.py and api/ FastAPI app and Vercel entrypoint.
• ai_service.py Model-facing extraction and drill logic.
• app_prompts/ Production prompt assets bundled with the Vercel serverless function.
• public/ Hosted frontend.

Local Run

uvicorn main:app --reload

Then open http://localhost:8000.