Implementing tenant isolation using Agents for Amazon Bedrock in a multi-tenant environment

Favorite The number of generative artificial intelligence (AI) features is growing within software offerings, especially after market-leading foundational models (FMs) became consumable through an API using Amazon Bedrock. Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs,

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Shared by AWS Machine Learning August 29, 2024

Building automations to accelerate remediation of AWS Security Hub control findings using Amazon Bedrock and AWS Systems Manager

Favorite Several factors can make remediating security findings challenging. First, the sheer volume and complexity of findings can overwhelm security teams, leading to delays in addressing critical issues. Findings often require a deep understanding of AWS services and configurations and require many cycles for validation, making it more difficult for

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Shared by AWS Machine Learning August 28, 2024

Getting started with cross-region inference in Amazon Bedrock

Favorite With the advent of generative AI solutions, a paradigm shift is underway across industries, driven by organizations embracing foundation models to unlock unprecedented opportunities. Amazon Bedrock has emerged as the preferred choice for numerous customers seeking to innovate and launch generative AI applications, leading to an exponential surge in

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Shared by AWS Machine Learning August 28, 2024

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

Favorite At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. We envision a future where AI seamlessly integrates into our teams’ workflows, automating repetitive tasks, providing intelligent recommendations, and freeing up time for more strategic, high-value interactions. Our field

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Shared by AWS Machine Learning August 27, 2024

GenASL: Generative AI-powered American Sign Language avatars

Favorite In today’s world, effective communication is essential for fostering inclusivity and breaking down barriers. However, for individuals who rely on visual communication methods like American Sign Language (ASL), traditional communication tools often fall short. That’s where GenASL comes in. GenASL is a generative artificial intelligence (AI)-powered solution that translates

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Shared by AWS Machine Learning August 27, 2024

Get the most from Amazon Titan Text Premier

Favorite Amazon Titan Text Premier, the latest addition to the Amazon Titan family of large language models (LLMs), is now generally available in Amazon Bedrock. Amazon Titan Text Premier is an advanced, high performance, and cost-effective LLM engineered to deliver superior performance for enterprise-grade text generation applications, including optimized performance

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Shared by AWS Machine Learning August 27, 2024

Secure RAG applications using prompt engineering on Amazon Bedrock

Favorite The proliferation of large language models (LLMs) in enterprise IT environments presents new challenges and opportunities in security, responsible artificial intelligence (AI), privacy, and prompt engineering. The risks associated with LLM use, such as biased outputs, privacy breaches, and security vulnerabilities, must be mitigated. To address these challenges, organizations

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Shared by AWS Machine Learning August 27, 2024

Fine tune a generative AI application for Amazon Bedrock using Amazon SageMaker Pipeline decorators

Favorite Building a deployment pipeline for generative artificial intelligence (AI) applications at scale is a formidable challenge because of the complexities and unique requirements of these systems. Generative AI models are constantly evolving, with new versions and updates released frequently. This makes managing and deploying these updates across a large-scale

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Shared by AWS Machine Learning August 23, 2024