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The Brain Behind Intelligent AI: MongoDB Meets Zero-Shot Learning

DEV Community·Hasini Sivaram·about 1 month ago
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Team Members This project was developed by: @hasini_sivaram @pothineni_rahinisai_ @suvidha_sreenichenametla @bavuna_aashritha We would like to express our sincere gratitude to @chanda_rajkumar for his valuable guidance and support throughout this project. His insights into system design, architecture, and development played a crucial role in shaping our College ERP(Text classification using zero-shot). Introduction Artificial Intelligence systems today are powerful—but they often come with a limitation. Most models are trained to perform well only within predefined categories. The moment a new or unseen input appears, their performance drops. This becomes a serious issue in real-world applications like a college ERP system, where user queries are dynamic and unpredictable. Our project was built to solve exactly this challenge.…

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