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Generative AI

Boost LLM efficiency by integrating human and AI responses on Amazon SageMaker for Amazon Engineering.

Amazon’s EU Design and Construction (Amazon D&C) team is in charge of designing and constructing Amazon warehouses. They have to sift through a large number of documents and information to ensure the warehouse designs meet high standards. As part of a pilot scheme, Amazon D&C implemented an AI-powered solution built on Amazon SageMaker to help…

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Enhance the performance of LLM with inputs from human and AI on Amazon SageMaker, as a part of Amazon Engineering.

The Amazon EU Design and Construction (D&C) team has developed an artificial intelligence (AI) powered solution that improves the accuracy and efficiency of the construction process of Amazon warehouses. This solution involves a language learning model (LLM) which allows engineers to retrieve relevant information from a large volume of unorganized documents, improving the quality and…

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Improve the functionality of chatbot AI by leveraging sophisticated routing methods through Amazon’s Bedrock platform.

Conversational AI assistants are able to provide quick, accurate responses via intelligent routing of questions to the most suitable AI functions. One example of this is Amazon Bedrock, a fully managed service that offers a selection of high-performance base models from leading AI companies via a single API. This post examines two primary techniques for…

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Developing scalable, safe and dependable RAG applications using Knowledge Bases for Amazon Bedrock

Generative artificial intelligence (AI) is advancing rapidly, and organizations are exploring its potential applications. To ensure long-term success of AI-powered systems, it is essential to align them with well-established architectural principles. In this sense, the Amazon Web Services (AWS) Well-Architected Framework offers valuable guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in…

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Create personalized, compliant Infrastructure as Code (IaC) scripts for AWS Landing Zone utilizing Amazon Bedrock.

Cloud adoption is a major goal for many organizations today, but it can be a complex and daunting journey. Adopting Infrastructure as Code (IaC) tools like Terraform and AWS CloudFormation can simplify the process by allowing businesses to define and manage their cloud environments. However, such tools often require time and resources to learn, which…

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Udio has been released and could potentially be the most superior AI music creator to date.

Generative AI startup Uncharted Labs has recently introduced a new technology, Udio, that is able to create high-quality songs from text prompts. Taking its inspiration from Suno V3, a revolutionary AI-generated music, Udio far surpasses its predecessor in creating more complex and more nuanced pieces that may rival commercial music produced by humans. Similar to the…

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