Elasticsearch has been integrated as a recommended vector database within the NVIDIA Enterprise AI Factory validated design, offering enterprises a robust framework for deploying AI Factories on-premises. This integration combines NVIDIA's accelerated computing and AI software with Elasticsearch's proven vector database capabilities for enhanced AI model deployment, multimodal data extraction, and embedding generation. The collaboration aims to accelerate AI applications by providing a pre-engineered blueprint, including the use of NVIDIA cuVS for GPU-accelerated vector search, which improves index build times and query performance for real-time AI applications. Elastic plans to build upon its optimization work for vector search performance, using techniques like CPU SIMD and Better Binary Quantization, to reinforce Elasticsearch's position as a leading vector database choice. Caution is advised when using third-party generative AI tools, as Elastic disclaims responsibility for their use or any potential data security concerns, while trademarks and logos remain the property of their respective owners.