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Generative AI

A tour across North America showcasing Generative AI by AWS and Hugging Face.

In 2023, Amazon Web Services (AWS) announced an expanded collaboration with Hugging Face, a leading artificial intelligence (AI) platform, to help customers accelerate their journey in generative artificial intelligence. Hugging Face, established in 2016, provides more than 500,000 open-source models and over 100,000 datasets. AWS and Hugging Face have been working together to simplify the…

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AWS and Mistral AI pledge to make generative AI accessible to all through an enhanced partnership.

The shift towards generative artificial intelligence (AI) is becoming increasingly apparent, with businesses of all sizes and industries leveraging the technology to transform their operations. Generative AI is reshaping the interaction with machines, offering more intuitive and accessible workflows, and enhancing decision-making through rapid information processing. Many companies have started to integrate generative AI applications…

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Improve the efficiency of code review and authorization using generative AI through Amazon Bedrock.

In the software development world, code review and approval are vital steps for ensuring software quality, functionality, and security. However, managers often face challenges with these processes, including lack of technical expertise, time constraints, high volumes of change requests, manual effort requirements, and necessary documentation. Generative artificial intelligence (AI) combined with AWS deployment tools and…

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The progression of PGA TOUR’s AI-powered virtual assistant, from initial idea through the development process to the finished prototype.

Artificial intelligence (AI) experts from Amazon and the PGA Tour have developed a prototype virtual assistant that uses large language models (LLMs) and the Retrieval-Augmented-Generation (RAG) framework to provide real-time, interactive data and information to fans. This post summarises a project that involved the AWS Generative AI Innovation Center, AWS Professional Services and the PGA…

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Can Generative AI and Data Quality Coexist Harmoniously?

Generative Artificial Intelligence (AI) and data quality can coexist effectively, despite some differing opinions. High-quality data is crucial to the performance of AI systems, including generative AI. Just like good fuel is essential for a car's performance, an AI system needs high-quality data for its efficient functioning. Thus, having a clear data management strategy can…

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Utilize Amazon Bedrock and AWS Step Functions to facilitate the automation of altering image backgrounds.

Many customers in sectors such as creative advertising, media and entertainment, ecommerce, and fashion often need to change the background in a large number of images, which usually involves a time-consuming manual editing process for each image. Amazon Bedrock, in conjunction with AWS Step Functions, makes it easy to automate the process of changing backgrounds…

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Create a chatbot application, utilizing Knowledge Bases, for Amazon Bedrock that’s equipped to handle context-based interactions.

Modern chatbots are revolutionizing the customer service sector by providing 24/7 support in multiple languages. Their ability to handle concurrent inquiries in real time, provide relevant data-driven insights, and scale effortlessly make them a cost-effective solution for customer engagement. These benefits are magnified when chatbots are integrated with internal knowledge bases and large language models…

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