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Build a secure enterprise application with Generative AI and RAG using Amazon SageMaker JumpStart

AWS Machine Learning

Lambda functions also construct the prompts from the sanitized user input in the respective format expected by the LLM. Embeddings for documents are generated using the text-to-embeddings model and these embeddings are indexed into OpenSearch Service.

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Streamline Sales Processes with Enterprise CPQ

Cincom

Automated Document Generation: CPQ software produces professional quote documentation tailored to the products selected. Workflow automation manages optimal deal construction, including automated approvals, version histories, and progress tracking to ensure smooth transitions through each milestone.

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Configure an AWS DeepRacer environment for training and log analysis using the AWS CDK

AWS Machine Learning

In this post, we enable the provisioning of different components required for performing log analysis using Amazon SageMaker on AWS DeepRacer via AWS CDK constructs. It uses the familiarity and expressive power of programming languages for modeling your applications, while provisioning resources in a safe and repeatable manner.

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Reinvent personalization with generative AI on Amazon Bedrock using task decomposition for agentic workflows

AWS Machine Learning

Their clients have provided some basic public information during sign-up, such as state of location, industry vertical, company size, and their mission statement. Client profiles – We have three business clients in the construction, manufacturing, and mining industries, which are mid-to-enterprise companies.