This article introduces the seamless integration of ChatGPT-4 with Scikit-Learn, a popular Python library for creating machine learning models. By using the Scikit-LLM library, which serves as a scikit-learn wrapper for OpenAI’s API, users can create powerful text classification models without the need to manually interact with the API. The article covers various tasks such as zero-shot classification, multi-label zero-shot classification, text vectorization, and text summarization, showing how Scikit-LLM can be used to simplify and enhance these tasks. The author highlights the power and versatility of Scikit-LLM in building smart models using large language models like ChatGPT, making machine learning easier and more accessible.
source update: GPT-4 and Scikit-Learn – Towards AI