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Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

AWS Machine Learning - AI

In this post, we demonstrate how to create an automated email response solution using Amazon Bedrock and its features, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , and Amazon Bedrock Guardrails. These indexed documents provide a comprehensive knowledge base that the AI agents consult to inform their responses.

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Accelerate AWS Well-Architected reviews with Generative AI

AWS Machine Learning - AI

As systems scale, conducting thorough AWS Well-Architected Framework Reviews (WAFRs) becomes even more crucial, offering deeper insights and strategic value to help organizations optimize their growing cloud environments. This time efficiency translates to significant cost savings and optimized resource allocation in the review process.

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Have we reached the end of ‘too expensive’ for enterprise software?

CIO

Chatbots are used to build response systems that give employees quick access to extensive internal knowledge bases, breaking down information silos. While useful, these tools offer diminishing value due to a lack of innovation or differentiation. This makes their wide range of capabilities usable. An LLM can do that too.

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7 ways gen AI can create more work than it saves

CIO

Sometimes it actually creates more work than it saves due to legal and compliance issues, hallucinations, and other issues. Or instead of writing one article for the company knowledge base on a topic that matters most to them, they might submit a dozen articles, on less worthwhile topics.

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Model customization, RAG, or both: A case study with Amazon Nova

AWS Machine Learning - AI

Demystifying RAG and model customization RAG is a technique to enhance the capability of pre-trained models by allowing the model access to external domain-specific data sources. It combines two components: retrieval of external knowledge and generation of responses. To do so, we create a knowledge base.

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Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks.

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Camelot Secure’s AI wizard eases path to cybersecurity compliance

CIO

It utilized Generative AI technologies including large language models like GPT-4, which uses natural language processing to understand and generate human language, and Google Gemini, which is designed to handle not just text, but images, audio, and video. To address compliance fatigue, Camelot began work on its AI wizard in 2023.