Teaching AI to Remember: The MongoDB Approach to Zero-Shot Learning

Zero-shot learning handles unseen inputs but lacks memory—a critical gap in dynamic systems like college ERP platforms. This project makes MongoDB the intelligence layer rather than just storage, enabling the system to remember patterns, build context, and continuously improve. The approach transforms AI from stateless prediction to adaptive learning, fundamentally changing how intelligent systems can evolve in real-world applications.