AI

Generate AWS Resilience Hub findings in natural language using Amazon Bedrock | Amazon Web Services
19 Nov

Generate AWS Resilience Hub findings in natural language using Amazon Bedrock | Amazon Web Services

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Resilient architectures are the foundation upon which successful businesses are built. However, keeping up with the latest advancements and making sure your systems are resilient can be a daunting task. Between monitoring, analyzing, and documenting architectural findings, a lack of crucial information can leave your organization vulnerable to potential risks and inefficiencies. Even when architectural assessments are conducted, the reports can be highly technical and challenging to comprehend for key stakeholders. In this post, we explore how to use the power of AWS Resilience Hub and Amazon Bedrock to bridge this gap and streamline the process of sharing architectural findings…
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How MSD uses Amazon Bedrock to translate natural language into SQL for complex healthcare databases | Amazon Web Services
19 Nov

How MSD uses Amazon Bedrock to translate natural language into SQL for complex healthcare databases | Amazon Web Services

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This post is co-written with Vladimir Turzhitsky, Varun Kumar Nomula and Yezhou Sun from MSD. Generative AI is transforming the way healthcare organizations interact with their data. Large language models (LLMs) can help uncover insights from structured data such as a relational database management system (RDBMS) by generating complex SQL queries from natural language questions, making data analysis accessible to users of all skill levels and empowering organizations to make data-driven decisions faster than ever before. Merck & Co., Inc., Rahway, NJ, USA (hereinafter “MSD”) is a leading global pharmaceutical company that has been inventing medicines and vaccines for over…
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DXC transforms data exploration for their oil and gas customers with LLM-powered tools | Amazon Web Services
19 Nov

DXC transforms data exploration for their oil and gas customers with LLM-powered tools | Amazon Web Services

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This post is co-written with Kaustubh Kambli from DXC Technology. DXC Technology is an IT services leader with more than 130,000 employees supporting 6,000 customers in over 70 countries. DXC builds offerings across industry verticals to deliver accelerated value to their customers. One of the sectors DXC has deep expertise in is energy. The oil and gas industry relies on discovering new drilling sites to drive growth. Data-driven insights can accelerate the process of identifying potential locations and improve decision-making. For the largest companies in the sector, shaving even a single day off the time to first oil can impact…
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Automate cloud security vulnerability assessment and alerting using Amazon Bedrock | Amazon Web Services
19 Nov

Automate cloud security vulnerability assessment and alerting using Amazon Bedrock | Amazon Web Services

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Cloud technologies are progressing at a rapid pace. Businesses are adopting new innovations and technologies to create cutting-edge solutions for their customers. However, security is a big risk when adopting the latest technologies. Enterprises often rely on reactive security monitoring and notification techniques, but those techniques might not be sufficient to safeguard your enterprises from vulnerable assets and third-party attacks. You need to establish proper security guardrails in the cloud environment and create a proactive monitoring practice to strengthen your cloud security posture and maintain required compliance standards. To address this challenge, this post demonstrates a proactive approach for security…
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Nomi AI: Your AI Companion that Remembers Everything About You
19 Nov

Nomi AI: Your AI Companion that Remembers Everything About You

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Just a heads up, if you buy something through our links, we may get a small share of the sale. It’s one of the ways we keep the lights on here. Click here for more. Ever wished your phone could actually understand you? Not just set reminders or play music, but really get who you are? That’s exactly what Nomi AI, a growing tech company, is trying to do. They’re building AI companions – think super-smart chatbots that can remember everything about you and actually cares about your day. Unlike ChatGPT, which helps with homework and answers questions, Nomi AI…
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Build cost-effective RAG applications with Binary Embeddings in Amazon Titan Text Embeddings V2, Amazon OpenSearch Serverless, and Amazon Bedrock Knowledge Bases | Amazon Web Services
18 Nov

Build cost-effective RAG applications with Binary Embeddings in Amazon Titan Text Embeddings V2, Amazon OpenSearch Serverless, and Amazon Bedrock Knowledge Bases | Amazon Web Services

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Today, we are happy to announce the availability of Binary Embeddings for Amazon Titan Text Embeddings V2 in Amazon Bedrock Knowledge Bases and Amazon OpenSearch Serverless. With support for binary embedding in Amazon Bedrock and a binary vector store in OpenSearch Serverless, you can use binary embeddings and binary vector store to build Retrieval Augmented Generation (RAG) applications in Amazon Bedrock Knowledge Bases, reducing memory usage and overall costs. Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies. Amazon Bedrock also offers a broad…
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Why the US Government Banned Investments in Some Chinese AI Startups
18 Nov

Why the US Government Banned Investments in Some Chinese AI Startups

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The more certain short-term impact is that US investors who are still interested in Chinese AI startups will have to do a whole lot more due diligence. The Treasury Department is not setting up a new government committee like CFIUS that will review every transaction investors submit, and is instead asking them to do their own homework and report whether they believe a Chinese AI company would be covered.Under the new rules, even if a Chinese startup’s AI model is smaller than the 1025-flops size threshold, a US investor might still have the responsibility to notify the Treasury Department about…
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