VectorizationLLM: Smart Vectorization Based AI Assistant
Abstract
VectorizationLLM is a specialized Large Language Model based on Google open-weight LLMs.
The model is designed to assist students to learn smart vectorization, time/wave vector analysis, piecewise functions, Fourier analysis, and differential equations in MATLAB.
The course application is CTEC 247: Applied Computational Analysis II by the Department of Electrical & Computer Engineering Technology at New York Institute of Technology Old Westbury.
The LLM model is designed to be an instructive assistant, providing detailed explanations of concepts with examples from in-class notes without providing direct answers to questions.
The model is designed with a RAG (Retrieval Augmented Generation) knowledge base and system prompt architecture.
Examples in both code, text, and images are provided in the LLM responses.
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