To meet the modern demands of data processing and analysis, we are leveraging state-of-the-art urban data centers to provide a large-scale RAG (Retrieval-Augmented Generation) system with a one-rack configuration. This system utilizes high-performance language models with 8 or more GPUs, efficiently processing and interpreting vast databases. Fusion of High Performance and Reliability Our RAG system offers the following features: - High-Performance GPUs: Equipped with 8 or more GPUs, enabling rapid processing of complex language models.- Secure Data Centers: Currently using Equinix’s TY11 data center, with plans to integrate into new facilities like TY15.- Urban Data Centers: Located in urban areas for easy access and enhanced security.- Local LLM: Utilizes LLMs within the data center, ensuring data does not leak externally and allowing for internal-only operations. Data Center Selection We are currently utilizing Equinix&#39;s TY11, offering the following benefits: - Security: Implements the latest security protocols to ensure data safety.- Ease of Access: Urban location allows for easy physical access. We plan to integrate into new data centers like TY15, providing superior performance and security as technology evolves. Enhanced Convenience and Efficiency Using local LLMs ensures data remains within the data center, enhancing security. Companies that find it difficult to install large computing machines on-premises can leverage this latest technology to enhance overall business efficiency. Summary Our RAG system, employing high-performance language models, interprets and analyzes large databases, providing valuable business insights. By utilizing Equinix’s data centers, we offer a highly reliable service with robust security and accessibility. As we continue to adopt new data centers, we aim to support the evolving technological landscape. The use of local LLMs ensures data security while promoting enterprise-wide operational efficiency. https://www.equinix.co.jp/

High-Performance RAG System Utilizing Secure Data Centers

Yuichiro Minato