Customize Amazon Nova models to improve tool usage
In this post, we demonstrate model customization (fine-tuning) for tool use with Amazon Nova. We first introduce a tool usage use case, and gave details about the dataset. We walk…
Amazon Bedrock
Enterprise-grade natural language to SQL generation using LLMs: Balancing accuracy, latency, and scale
In this post, the AWS and Cisco teams unveil a new methodical approach that addresses the challenges of enterprise-grade SQL generation. The teams were able to reduce the complexity of…
AWS Field Experience reduced cost and delivered low latency and high performance with Amazon Nova Lite foundation model
The AFX team’s product migration to the Nova Lite model has delivered tangible enterprise value by enhancing sales workflows. By migrating to the Amazon Nova Lite model, the team has…
Build a FinOps agent using Amazon Bedrock with multi-agent capability and Amazon Nova as the foundation model
In this post, we use the multi-agent feature of Amazon Bedrock to demonstrate a powerful and innovative approach to AWS cost management. By using the advanced capabilities of Amazon Nova…
Stream ingest data from Kafka to Amazon Bedrock Knowledge Bases using custom connectors
For this post, we implement a RAG architecture with Amazon Bedrock Knowledge Bases using a custom connector and topics built with Amazon Managed Streaming for Apache Kafka (Amazon MSK) for…
Clario enhances the quality of the clinical trial documentation process with Amazon Bedrock
The collaboration between Clario and AWS demonstrated the potential of AWS AI and machine learning (AI/ML) services and generative AI models, such as Anthropic’s Claude, to streamline document generation processes…
How TransPerfect Improved Translation Quality and Efficiency Using Amazon Bedrock
This post describes how the AWS Customer Channel Technology – Localization Team worked with TransPerfect to integrate Amazon Bedrock into the GlobalLink translation management system, a cloud-based solution designed to…
Implement human-in-the-loop confirmation with Amazon Bedrock Agents
In this post, we focus specifically on enabling end-users to approve actions and provide feedback using built-in Amazon Bedrock Agents features, specifically HITL patterns for providing safe and effective agent…
Prompting for the best price-performance
In this blog, we discuss how to optimize prompting in Amazon Nova for the best price-performance.
Introducing AWS MCP Servers for code assistants (Part 1)
We’re excited to announce the open source release of AWS MCP Servers for code assistants — a suite of specialized Model Context Protocol (MCP) servers that bring Amazon Web Services…