Transforming network operations with AI: How Swisscom built a network assistant using Amazon Bedrock

Favorite In the telecommunications industry, managing complex network infrastructures requires processing vast amounts of data from multiple sources. Network engineers often spend considerable time manually gathering and analyzing this data, taking away valuable hours that could be spent on strategic initiatives. This challenge led Swisscom, Switzerland’s leading telecommunications provider, to

Read More
Shared by AWS Machine Learning July 3, 2025

Use Amazon SageMaker Unified Studio to build complex AI workflows using Amazon Bedrock Flows

Favorite Organizations face the challenge to manage data, multiple artificial intelligence and machine learning (AI/ML) tools, and workflows across different environments, impacting productivity and governance. A unified development environment consolidates data processing, model development, and AI application deployment into a single system. This integration streamlines workflows, enhances collaboration, and accelerates

Read More
Shared by AWS Machine Learning July 2, 2025

LinuxFr.org joins the OSI: strengthening the francophone community

Favorite OSI keeps growing: LinuxFr.org, the largest French-speaking community of Linux users, has officially joined the Open Source Initiative (OSI) as an Affiliate organization. This marks an important step in deepening our engagement with francophone Open Source communities and highlighting the grassroots efforts that have long supported open collaboration around

Read More
Shared by voicesofopensource July 2, 2025

Build and deploy AI inference workflows with new enhancements to the Amazon SageMaker Python SDK

Favorite Amazon SageMaker Inference has been a popular tool for deploying advanced machine learning (ML) and generative AI models at scale. As AI applications become increasingly complex, customers want to deploy multiple models in a coordinated group that collectively process inference requests for an application. In addition, with the evolution

Read More
Shared by AWS Machine Learning July 1, 2025

Revolutionizing drug data analysis using Amazon Bedrock multimodal RAG capabilities

Favorite In the pharmaceutical industry, biotechnology and healthcare companies face an unprecedented challenge for efficiently managing and analyzing vast amounts of drug-related data from diverse sources. Traditional data analysis methods prove inadequate for processing complex medical documentation that includes a mix of text, images, graphs, and tables. Amazon Bedrock offers

Read More
Shared by AWS Machine Learning July 1, 2025

Choosing the right approach for generative AI-powered structured data retrieval

Favorite Organizations want direct answers to their business questions without the complexity of writing SQL queries or navigating through business intelligence (BI) dashboards to extract data from structured data stores. Examples of structured data include tables, databases, and data warehouses that conform to a predefined schema. Large language model (LLM)-powered

Read More
Shared by AWS Machine Learning July 1, 2025