Build an automated insight extraction framework for customer feedback analysis with Amazon Bedrock and Amazon QuickSight

By Admin 25/06/2024

AWS Machine Learning Blog Extracting valuable insights from customer feedback presents several significant challenges. Manually analyzing and categorizing large volumes of unstructured data, such as reviews, comments, and emails, is a time-consuming process prone to inconsistencies and subjectivity. Scalability becomes an issue as the amount of feedback grows, hindering the ability to respond promptly and […]Continue reading

Build safe and responsible generative AI applications with guardrails

By Admin 25/06/2024

AWS Machine Learning Blog Large language models (LLMs) enable remarkably human-like conversations, allowing builders to create novel applications. LLMs find use in chatbots for customer service, virtual assistants, content generation, and much more. However, the implementation of LLMs without proper caution can lead to the dissemination of misinformation, manipulation of individuals, and the generation of […]Continue reading

Improve visibility into Amazon Bedrock usage and performance with Amazon CloudWatch

By Admin 25/06/2024

AWS Machine Learning Blog Amazon Bedrock has enabled customers to build new delightful experiences for their customers using generative artificial intelligence (AI). Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies such as AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a […]Continue reading

Eric Evans receives Department of Defense Medal for Distinguished Public Service

By Admin 20/06/2024

MIT News – Artificial intelligence On May 31, the U.S. Department of Defense’s chief technology officer, Under Secretary of Defense for Research and Engineering Heidi Shyu, presented Eric Evans with the Department of Defense (DoD) Medal for Distinguished Public Service. This award is the highest honor given by the secretary of defense to private citizens […]Continue reading

Imperva optimizes SQL generation from natural language using Amazon Bedrock

By Admin 20/06/2024

AWS Machine Learning Blog This is a guest post co-written with Ori Nakar from Imperva. Imperva Cloud WAF protects hundreds of thousands of websites against cyber threats and blocks billions of security events every day. Counters and insights based on security events are calculated daily and used by users from multiple departments. Millions of counters […]Continue reading

Create natural conversations with Amazon Lex QnAIntent and Knowledge Bases for Amazon Bedrock

By Admin 20/06/2024

AWS Machine Learning Blog Customer service organizations today face an immense opportunity. As customer expectations grow, brands have a chance to creatively apply new innovations to transform the customer experience. Although meeting rising customer demands poses challenges, the latest breakthroughs in conversational artificial intelligence (AI) empowers companies to meet these expectations. Customers today expect timely […]Continue reading

Evaluate the reliability of Retrieval Augmented Generation applications using Amazon Bedrock

By Admin 20/06/2024

AWS Machine Learning Blog Retrieval Augmented Generation (RAG) is a technique that enhances large language models (LLMs) by incorporating external knowledge sources. It allows LLMs to reference authoritative knowledge bases or internal repositories before generating responses, producing output tailored to specific domains or contexts while providing relevance, accuracy, and efficiency. RAG achieves this enhancement without […]Continue reading

Connect to Amazon services using AWS PrivateLink in Amazon SageMaker

By Admin 20/06/2024

AWS Machine Learning Blog AWS customers that implement secure development environments often have to restrict outbound and inbound internet traffic. This becomes increasingly important with artificial intelligence (AI) development because of the data assets that need to be protected. Transmitting data across the internet is not secure enough for highly sensitive data. Therefore, accessing AWS […]Continue reading

Ant’s Singapore digital bank Anext eyes growing demand from foreign firms

By Admin 06/06/2024

The Straits Times Business News More than 30 per cent of the bank’s customers were foreign business owners, spanning 78 nationalities, as at the end of May. Go to Source 06/06/2024 – 03:43 / Twitter: @hoffeldtcom

Automate the process to change image backgrounds using Amazon Bedrock and AWS Step Functions

By Admin 07/03/2024

AWS Machine Learning Blog Many customers, including those in creative advertising, media and entertainment, ecommerce, and fashion, often need to change the background in a large number of images. Typically, this involves manually editing each image with photo software. This can take a lot of effort, especially for large batches of images. However, Amazon Bedrock […]Continue reading