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EduNetra
Pritul14/EduNetra
EduNetra is a machine learning model from Pritul14. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repo now includes a production-oriented, stateless AI backend in backend/.
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Updated Apr 3, 2026
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- Access
- Public
- Created
- Apr 4, 2026
- Updated
- Apr 3, 2026
- SHA
- 24a5a189
Model card
From the Hugging Face model README
New Backend (Node.js)
This repo now includes a production-oriented, stateless AI backend in backend/.
Key rules implemented:
- Backend (Node.js Fastify) is the brain and owns memory (MongoDB)
- AI model is stateless; it receives one final prompt only via the
/api/analyzeendpoint - Prompt builder lives in
backend/src/services/promptBuilder.js - Memory is stored in MongoDB (ShortTerm and LongTerm collections)
See backend/README.md for setup and quickstart.
Note: The legacy PostgreSQL adapter has been removed; model-side persistence now uses the Node.js backend and MongoDB. If you previously used psycopg2 or src/storage/db.py, migrate to the backend API endpoints.
- Created
- Apr 4, 2026
- Updated
- Apr 3, 2026