Scikit-learn

NLTK (Natural Language Toolkit) is an open-source Python module, dataset, and tutorial that supports research and development of natural language processing. NLTK requires Python versions 3.7, 3.8, 3.9, 3.10, or 3.11.

HuggingFace's Large Language Model (LLM)

Coze is an AI chat robot and application editing and development platform launched overseas by ByteDance, which can be understood as the ByteDance version of GPTs.

The Vercel AI SDK is a development kit launched by the front-end website development and hosting platform and Next.js development team "Vercel" for quickly building AI chatbot website applications. It can help developers build conversational AI user interfaces using JavaScript and TypeScript.

Open source machine learning model monitoring and testing tools

StableLM is the latest open-source ChatGPT like large language model launched by the team behind Stable Diffusion, Stability AI. The model is currently in the Alpha version and has parameter quantities of 3 billion and 7 billion, respectively. In the future, a parameter model of 15 billion to 65 billion will be launched.