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…
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…
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…
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…
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…
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…
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…