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High performance computing applications, such as those used for simulations or research, require storage solutions capable of supporting large clusters of computing resources. The Storage for High Performance Workloads on AWS can harness the resiliency, flexibility, and capabilities of parallel file systems to ensure storage never limits performance.
This Guidance demonstrates how to use NetApp BlueXP Workload Factory for AWS, a software as a service (SaaS) framework that connects Amazon FSx for NetApp ONTAP data volumes with Amazon Bedrock. It provides step-by-step instructions for implementing Retrieval-Augmented Generation (RAG) workflows, allowing AWS customers to create chatbots that deliver customized responses based on their knowledge base. Users can also embed data into a vector database that integrates with Amazon Bedrock to reveal valuable insights from unstructured enterprise data. This Guidance offers a secure, efficient path to optimizing the capabilities of generative artificial intelligence (AI) for various applications, including RAG chatbots and SQL deployment assistants.
This Guidance demonstrates how the unique features of the Amazon S3 Express One Zone storage class can decrease network latency and make the writing of high throughput transactions both instantaneously scalable and fast.