{"slug": "vectorizationllm-smart-vectorization-based-ai-assistant", "title": "VectorizationLLM: Smart Vectorization Based AI Assistant", "summary": "Researchers at New York Institute of Technology Old Westbury developed VectorizationLLM, a specialized large language model based on Google's open-weight LLMs, to assist students in learning vectorization, Fourier analysis, and differential equations in MATLAB. The model uses a RAG knowledge base and system prompt architecture to provide explanations and examples without giving direct answers. It is designed for the course CTEC 247: Applied Computational Analysis II.", "body_md": "arXiv:2607.07846v1 Announce Type: new\nAbstract: 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.", "url": "https://wpnews.pro/news/vectorizationllm-smart-vectorization-based-ai-assistant", "canonical_source": "https://arxiv.org/abs/2607.07846", "published_at": "2026-07-10 04:00:00+00:00", "updated_at": "2026-07-10 04:10:14.896941+00:00", "lang": "en", "topics": ["large-language-models", "generative-ai", "ai-tools"], "entities": ["New York Institute of Technology", "Google", "CTEC 247", "VectorizationLLM", "MATLAB"], "alternates": {"html": "https://wpnews.pro/news/vectorizationllm-smart-vectorization-based-ai-assistant", "markdown": "https://wpnews.pro/news/vectorizationllm-smart-vectorization-based-ai-assistant.md", "text": "https://wpnews.pro/news/vectorizationllm-smart-vectorization-based-ai-assistant.txt", "jsonld": "https://wpnews.pro/news/vectorizationllm-smart-vectorization-based-ai-assistant.jsonld"}}