Technology

The Eclipse Foundation announced that it is partnering with the Apache Software Foundation and other open source foundations to establish common specifications for secure software development based on existing open source best practices.

In an April 2 blog post, Eclipse said that the goal of the initiative was to meet the challenges of cybersecurity in the open source ecosystem and demonstrate cooperation with the European Union’s Cyber Resilience Act (CRA). Participants include Apache, Eclipse, the Rust Foundation, the PHP Foundation, the Blender Foundation, the OpenSSL Software Foundation, and the Python Software Foundation.

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Microsoft has updated its Azure AI Search service to increase storage capacity and vector index size at no additional cost, a move it said will make it more economical for enterprises to run generative AI-based applications.

Formerly known as Azure Cognitive Search, the Azure AI Search service connects external data stores containing un-indexed data with an application that sends queries or requests to a search index. It consists of three components—a query engine, indexes, and the indexing engine—and is mostly used in retrieving information to enhance the performance of generative AI, a process known as retrieval-augmented generation (RAG).

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Cohere has unveiled its latest large language model (LLM), Command R+, which is engineered to enhance enterprise workflows and applications. 

The company said the new model is its most advanced and scalable LLM yet. Building on the foundations of the earlier Command R model, Command R+ boosts performance for various enterprise tasks, including data categorization and workflow automation, the company said.

Although Cohere said in March that it would train and deploy its models on Oracle Cloud Infrastructure (OCI) under its partnership with Oracle, it has chosen to make Command R+ available first on Microsoft Azure. The software is set to launch on OCI shortly, with plans to expand to more cloud platforms in the upcoming weeks, said Cohere spokesman Kyle Lastovica. It’s already available through Cohere’s own hosted API.

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The latest data from the IDC Worldwide Quarterly Enterprise Infrastructure Tracker paints a compelling picture of growth in cloud infrastructure sales on demand. The fourth quarter of 2023 saw an 18.5% year-over-year increase in spending on compute and storage infrastructure for cloud deployments. It is a significant shift in the technological landscape, where AI is now front and center in the push to find cloud infrastructure to run it.

The spending surge indicates shifting budgets; a contrasting trend is the decline in the total number of units shipped. IDC says this shows a strategic move towards high-capacity, GPU-heavy servers with higher average price tags favored by hyperscalers. The idea is that these servers can do more than those driven by traditional CPU-based servers, thus, you need fewer.

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With the release of .NET 8, Microsoft introduced a plethora of new features and enhancements in the .NET Core and ASP.NET Core frameworks. One such feature is the SearchValues class, which marks a significant step forward in efficiently fetching data from data sets.

SearchValues is a new type introduced in .NET 8 designed to improve application performance. By using optimization techniques like vectorization and hardware acceleration, SearchValues delivers speed enhancements while seamlessly blending with .NET Core and ASP.NET Core.

In this article, we’ll explain how you can use SearchValues to improve the speed of searches in .NET Core applications.

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