Generative AI

Generative AI refers to a subset of artificial intelligence that focuses on creating new content such as text, images, music, and/or data. It works by learning patterns from existing data and then generating similar content that appears original. Generative AI models, such as ChatGPT (Generative Pre-trained Transformer) or LLaMA (open source), use techniques such as deep learning and neural networks to produce human-like outputs based on prompts or training data. These models can assist in creative processes, automate tasks, or enhance decision-making through synthetic data generation.

Related terms: vector embeddings; retrieval augmented generation (RAG)‍

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On the Onehouse website:

• Vector Embeddings in the Lakehouse: Bridging AI and Data Lake Technologies
• Onehouse Infrastructure Solution: Managing Vector Embeddings for GenAI on the Lakehouse