Building specialized AI without sacrificing intelligence: Nova Forge data mixing in action
Large language models (LLMs) perform well on general tasks but struggle with […]
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Build safe generative AI applications like a Pro: Best Practices with Amazon Bedrock Guardrails
Are you struggling to balance generative AI safety with accuracy, performance, and […]
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Build a serverless conversational AI agent using Claude with LangGraph and managed MLflow on Amazon SageMaker AI
Customer service teams face a persistent challenge. Existing chat-based assistants frustrate users […]
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Large model inference container – latest capabilities and performance enhancements
Modern large language model (LLM) deployments face an escalating cost and performance […]
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Reinforcement fine-tuning for Amazon Nova: Teaching AI through feedback
Foundation models deliver impressive out-of-the-box performance for general tasks, but many organizations […]
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Learnings from COBOL modernization in the real world
There’s a lot of excitement right now about AI enabling mainframe application […]
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Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock
Organizations and individuals running multiple custom AI models, especially recent Mixture of […]
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Building intelligent event agents using Amazon Bedrock AgentCore and Amazon Bedrock Knowledge Bases
Large conferences and events generate overwhelming amounts of information—from hundreds of sessions […]
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Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock
Managing large photo collections presents significant challenges for organizations and individuals. Traditional […]
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Generate structured output from LLMs with Dottxt Outlines in AWS
This post is cowritten with Remi Louf, CEO and technical founder of […]
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