Important! This extension requires a specific installation and has some dependencies. Please refer to the documentation to learn how to install and use this extension:

https://docs.rapidminer.com/latest/studio/generative-ai/

The Generative Models (aka Generative AI) extension offers the following features around large language models (LLM):

• New use cases / task types beyond traditional ML (classification, regression…)
• Access to all Large Language Models among the 450,000+ models on Huggingface
• Access to public models such as ChatGPT
• Great for data enrichment, e.g., “Here is a list of countries, what are the population and GDP?”
• Finetuning is super simple, including finetuning of the 175 billion parameter models from OpenAI
• Finetuning of local models to secure privacy or IP
• Generative AI as part of analytics workflows for better deployments and orchestration
• Innovative prompting language for dynamic data injection into prompt templates
• Embeddings of texts for storing documents or data in vector stores
• Support for vector stores (Qdrant, Milvus)
• Retrieval-Augmented Generation (RAG)
• And more...