Text-to-SQL solution powered by Amazon Bedrock
TutoSartup excerpt from this article:
Building a text-to-SQL solution using Amazon Bedrock can alleviate one of the most persistent bottlenecks in data-driven organizations: the delay between asking a business question and getting a clear, data-backed answer... A text-to-SQL solution augments your existing team—business users self-serve routine analytical questions, freeing up technical capacity across the organization for complex,...
Building a text-to-SQL solution using Amazon Bedrock can alleviate one of the most persistent bottlenecks in data-driven organizations: the delay between asking a business question and getting a clear, data-backed answer... A text-to-SQL solution augments your existing team—business users self-serve routine analytical questions, freeing up technical capacity across the organization for complex,...
Fed Walks a Policy Tightrope as Iran Conflict Clouds the Outlook
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For the near term, the least worst option is to sit tight and leave rates unchanged until the incoming data start to make a strong case for changing the monetary policy bias... Noting that keeping the Fed’s target rate steady for the near term “for quite some time” is her preference, “I can foresee scenarios where we would need to reduce rates … if the labor market deteriorates signific...
For the near term, the least worst option is to sit tight and leave rates unchanged until the incoming data start to make a strong case for changing the monetary policy bias... Noting that keeping the Fed’s target rate steady for the near term “for quite some time” is her preference, “I can foresee scenarios where we would need to reduce rates … if the labor market deteriorates signific...
Unlock efficient model deployment: Simplified Inference Operator setup on Amazon SageMaker HyperPod
TutoSartup excerpt from this article:
Today, we’re announcing the Amazon SageMaker HyperPod Inference Operator as a native EKS add-on, enabling one-click installation and managed upgrades directly from the SageMaker console... In this post, we walk through the new installation experience, demonstrate three deployment methods (console, CLI, and Terraform), and show how features like multi-instance-type deployment and native node af...
Today, we’re announcing the Amazon SageMaker HyperPod Inference Operator as a native EKS add-on, enabling one-click installation and managed upgrades directly from the SageMaker console... In this post, we walk through the new installation experience, demonstrate three deployment methods (console, CLI, and Terraform), and show how features like multi-instance-type deployment and native node af...
Build AI-powered employee onboarding agents with Amazon Quick
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Amazon Quick is a fully managed agentic service... With it, HR departments can create no-code onboarding agents that answer new-hire questions, track compliance across existing tools, and clear tickets automatically so that new hires can ramp faster with less manual work... In this post, we walk through building a custom HR onboarding agent with Quick... We show how to configure an agent that un...
Amazon Quick is a fully managed agentic service... With it, HR departments can create no-code onboarding agents that answer new-hire questions, track compliance across existing tools, and clear tickets automatically so that new hires can ramp faster with less manual work... In this post, we walk through building a custom HR onboarding agent with Quick... We show how to configure an agent that un...
Accelerate agentic tool calling with serverless model customization in Amazon SageMaker AI
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But base models frequently hallucinate tools, pass bad parameters, and attempt actions when they should ask for clarification... You can use Serverless model customization in Amazon SageMaker AI to fix these problems without managing infrastructure... With Reinforcement Learning with Verifiable Rewards (RLVR), the model generates its own candidate responses, receives a reward signal indicating q...
But base models frequently hallucinate tools, pass bad parameters, and attempt actions when they should ask for clarification... You can use Serverless model customization in Amazon SageMaker AI to fix these problems without managing infrastructure... With Reinforcement Learning with Verifiable Rewards (RLVR), the model generates its own candidate responses, receives a reward signal indicating q...
Building Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutions
TutoSartup excerpt from this article:
In this post, we show how to implement a generative AI agentic assistant that uses both semantic and text-based search using Amazon Bedrock, Amazon Bedrock AgentCore, Strands Agents and Amazon OpenSearch... There are certain information retrieval approaches that have emerged alongside agentic AI implementations, most notably, semantic search-based data lookups... They retrieve data based on the ...
In this post, we show how to implement a generative AI agentic assistant that uses both semantic and text-based search using Amazon Bedrock, Amazon Bedrock AgentCore, Strands Agents and Amazon OpenSearch... There are certain information retrieval approaches that have emerged alongside agentic AI implementations, most notably, semantic search-based data lookups... They retrieve data based on the ...
AWS Weekly Roundup: AWS DevOps Agent & Security Agent GA, Product Lifecycle updates, and more (April 6, 2026)
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AWS Service Availability Updates When the availability of an AWS service or feature changes, we provide customers guidance in AWS Product Lifecycle Changes on available alternatives and support for migration so that disruptions to your operations are minimized... The following lifecycle changes were updated on March 31, 2026... Availability change guide for services in maintenance AW...
AWS Service Availability Updates When the availability of an AWS service or feature changes, we provide customers guidance in AWS Product Lifecycle Changes on available alternatives and support for migration so that disruptions to your operations are minimized... The following lifecycle changes were updated on March 31, 2026... Availability change guide for services in maintenance AW...