Build a FinOps agent using Amazon Bedrock with multi-agent capability and Amazon Nova as the foundation model

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AI agents are revolutionizing how businesses enhance their operational capabilities and enterprise applications... By enabling natural language interactions, these agents provide customers with a streamlined, personalized experience... The introduction of multi-agent collaboration now enables organizations to orchestrate multiple specialized AI agents working together to tackle complex, multi-step...

Stream ingest data from Kafka to Amazon Bedrock Knowledge Bases using custom connectors

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In this post, we showcase the custom data connector capability in Amazon Bedrock Knowledge Bases that makes it straightforward to build RAG workflows with custom input data... Through this capability, Amazon Bedrock Knowledge Bases supports the ingestion of streaming data, which means developers can add, update, or delete data in their knowledge base through direct API calls... However, with str...

How Smartsheet reduced latency and optimized costs in their serverless architecture

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β€œTo reduce customer request latency while keeping costs low, our engineering team utilized Lambda provisioned concurrency with auto scaling and Graviton, which resulted in an 83% reduction in P95 latency while providing a high quality of service as we continue to scale our platform and its limits,” says Abhishek Gurunathan, Sr Director of Engineering at Smartsheet... Addressing the cold sta...

Announcing the AWS Well-Architected Generative AI Lens

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The AWS Well-Architected Framework provides architectural best practices for designing and operating generative AI workloads on AWS... The Generative AI Lens uses the Well-Architected Framework to outline the steps for performing a Well-Architected Framework Review for your generative AI workloads... What is the Generative AI Lens? The Well-Architected Generative AI Lens focuses on the six pill...

Announcing AWS Security Reference Architecture Code Examples for Generative AI

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The examples include two comprehensive capabilities focusing on secure model inference and RAG implementations, covering a wide range of security best practices using AWS generative AI services... AWS strives to continuously provide security solutions that help customers meet their security architecture needs... Ievgeniia Ieromenko Ievgeniia is a Security Engineer special...

Add Zoom as a data accessor to your Amazon Q index

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This post demonstrates how Zoom users can access their Amazon Q Business enterprise data directly within their Zoom interface, alleviating the need to switch between applications while maintaining enterprise security boundaries... Organizations can now configure Zoom as a data accessor in Amazon Q Business, enabling seamless integration between their Amazon Q index and Zoom AI Companion... This ...

How to help prevent hotlinking using referer checking, AWS WAF, and Amazon CloudFront

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First, you validate whether the request contains the expected header, and if it does not, you apply the second validation, which checks to see whether it has a URL style Referer header... Figure 1 illustrates this process... Figure 1: Request – response flow showing instances of a cache-miss and a cache-hit The process shown in Figure 1 is as follows: A request is received from a u...