Multi-agent systems need deeper guarantees than fluent responses: they must select the right tools, respect constraints, and explain their decisions.…
Tag: Artificial Intelligence
Agentic retrieval with LangChain and Amazon Bedrock Knowledge Bases
Build a Retrieval Augmented Generation (RAG) application on Amazon Bedrock Managed Knowledge Base with LangChain, and see how agentic retrieval handles…
Downgrading user roles in Amazon Quick
Amazon Quick doesn’t offer a direct console path to downgrade a user from Admin or Author to Reader. This post walks through two reliable methods: a…
Build agent memory with NVIDIA NeMo Agent Toolkit and Amazon S3 Vectors
Learn how to use Amazon S3 Vectors as the persistent memory layer within the NVIDIA NeMo Agent Toolkit (NAT), deployed on Amazon Elastic Kubernetes…
Building ambient agents with Amazon Bedrock AgentCore: From event-driven signals to human-in-the-loop workflows
Ambient agents respond to events such as an Amazon S3 upload, a schedule, or an alert instead of waiting for a chat prompt. This post walks through…
Uplifting conversion across the acquisition funnel with personalization using contextual bandits on AWS
Generative AI makes it cheap to produce personalized content at scale, but which variation do you show each customer? Amazon Payments used a…
Simplify dashboard drill-down with the Amazon Quick Sight hierarchy filter
Amazon Quick Sight is a fully managed, cloud-native business intelligence (BI) capability for building and publishing interactive dashboards. The new…
Implementing Multi-Environment Access for Claude Platform on AWS
Learn how to configure secure, multi-environment access to Claude Platform on AWS from a single subscription: cross-account SigV4 for AWS workloads,…
How uniopen customized Amazon Nova to their retail moderation policies for production deployment
See how uniopen, a retail platform from Taiwan’s Uni-President Enterprises Group, adapted Amazon Nova 2 Lite to its content-moderation policies using…
Sweep thousands of leases for compliance using Amazon Quick and the Adjudicated Query pattern
The Adjudicated Query pattern pairs the Amazon Quick chat agent with a bounded MCP server over a deterministic rules engine to deliver provably complete,…
