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Building AIOps with Amazon Q Developer CLI and MCP Server

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IT teams face mounting challenges as they manage increasingly complex infrastructure and applications, often spending countless hours manually identifying operational issues, troubleshooting problems, and...

Introducing AWS Batch Support for Amazon SageMaker Training jobs

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Picture this: your machine learning (ML) team has a promising model to train and experiments to run for their generative AI project, but they’re...

Amazon Strands Agents SDK: A technical deep dive into agent architectures and observability

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The Amazon Strands Agents SDK is an open source framework for building AI agents that emphasizes a model-driven approach. Instead of hardcoding complex task...

Structured outputs with Amazon Nova: A guide for builders

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Developers building AI applications face a common challenge: converting unstructured data into structured formats. Structured output is critical for machine-to-machine communication use cases, because...

AI agents unifying structured and unstructured data: Transforming support analytics and beyond with Amazon...

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As organizations seek to derive greater value from their AWS Support data, operational teams are looking for ways to transform raw support cases and...

Build dynamic web research agents with the Strands Agents SDK and Tavily

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“Tavily is now available on AWS Marketplace and integrates natively with Amazon Bedrock AgentCore Gateway. This makes it even faster for developers and enterprises...

Streamline GitHub workflows with generative AI using Amazon Bedrock and MCP

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Customers are increasingly looking to use the power of large language models (LLMs) to solve real-world problems. However, bridging the gap between these LLMs...

Automate the creation of handout notes using Amazon Bedrock Data Automation

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Organizations across various sectors face significant challenges when converting meeting recordings or recorded presentations into structured documentation. The process of creating handouts from presentations...

Fine-tune and deploy Meta Llama 3.2 Vision for generative AI-powered web automation using AWS...

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Fine-tuning of large language models (LLMs) has emerged as a crucial technique for organizations seeking to adapt powerful foundation models (FMs) to their specific...

Generate suspicious transaction report drafts for financial compliance using generative AI

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Financial regulations and compliance are constantly changing, and automation of compliance reporting has emerged as a game changer in the financial industry. Amazon Web...