Artificial Intelligence
Author: Vaibhav Sabharwal
Vaibhav Sabharwal is a Principal Solutions Architect at AWS based out of New York. He partners with customers to align cloud strategy with business outcomes, translating technical capabilities into measurable business value. His work spans cloud adoption strategy, AI/ML innovation, and operational excellence. He is an active member of the Financial Services and Storage Technical Field Communities at AWS, where he contributes to industry-wide best practices and thought leadership.
Building cost-effective RAG applications with Amazon Bedrock Knowledge Bases and Amazon S3 Vectors
In this post, we demonstrate how to integrate Amazon S3 Vectors with Amazon Bedrock Knowledge Bases for RAG applications. You’ll learn a practical approach to scale your knowledge bases to handle millions of documents while maintaining retrieval quality and using S3 Vectors cost-effective storage.
Transforming financial analysis with CreditAI on Amazon Bedrock: Octus’s journey with AWS
In this post, we demonstrate how Octus migrated its flagship product, CreditAI, to Amazon Bedrock, transforming how investment professionals access and analyze credit intelligence. We walk through the journey Octus took from managing multiple cloud providers and costly GPU instances to implementing a streamlined, cost-effective solution using AWS services including Amazon Bedrock, AWS Fargate, and Amazon OpenSearch Service.