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arXiv CS.AI
7/10/2026
The original title is "VectorizationLLM: Smart Vectorization Based AI Assistant"

The original title is "VectorizationLLM: Smart Vectorization Based AI Assistant"

Original: VectorizationLLM: Smart Vectorization Based AI Assistant

Short summary

VectorizationLLM, built on Google's open-weight LLMs, is a specialized AI assistant designed to teach vectorization, Fourier analysis, and differential equations in MATLAB environments. It uses retrieval-augmented generation (RAG) and custom system prompts to deliver instructive explanations with code, text, and image examples without providing direct answers. The tool was built specifically for CTEC 247: Applied Computational Analysis II at New York Institute of Technology.

  • Specialized LLM for teaching computational analysis concepts in MATLAB
  • Uses RAG architecture with in-class notes as knowledge base for instructive guidance
  • Designed to explain concepts without giving direct answers to foster deeper learning

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