Dataconomy

MARCH 26, 2025

AI researchers usually expect detailed documentation, performance benchmarks, and shiny demos. DeepSeeks gambit, on the other hand, hinges on raw, open availability. Part of the secret lies in DeepSeeks mixture-of-experts (MoE) architecture , which intelligently activates only a fraction of its total parameters for any given task.

Open Source 50

Open Source Data Center Licensing Research 50

CIO Business Intelligence

MARCH 12, 2025

The open-source system is available in practically every public cloud, and most local cloud providers also offer Kubernetes. Terraform Terraform, an open-source tool for Infrastructure as Code (IaC), is recommended for building an infrastructure for application environments.

Cloud 179

Cloud Applications Web Services Open Source 179

CIO Business Intelligence

SEPTEMBER 26, 2024

Naturally, you’ll consider the scope of your use cases, including what architecture, processes and tools will help you achieve the outcomes you seek. Meta’s Llama open-source LLM makes for a solid choice; enterprises such as Goldman Sachs, AT&T, and Accenture use Llama for customer service, code generation, and document reviews.

Strategy 352

Strategy Training Survey Applications 352

CIO Business Intelligence

AUGUST 16, 2023

Companies are looking at Google’s Bard, Anthropic’s Claude, Databricks’ Dolly, Amazon’s Titan, or IBM’s WatsonX, but also open source AI models like Llama 2 from Meta. Open source models are also getting easier to deploy. We feel that every hyperscaler will have open source generative AI models quickly.”

Open Source 246

Open Source Training Licensing Enterprise 246

CIO Business Intelligence

JANUARY 15, 2024

Overall, the agency houses more than 88,000 datasets and 715,000 documents across 128 data sources. The mission of the OSSI: a commitment to the open sharing of software, data, and knowledge (including algorithms, papers, documents, and ancillary information) as early as possible in the scientific process.

Research 328

Research Data Artificial Intelligence Open Source 328

CIO Business Intelligence

FEBRUARY 7, 2024

Of course, these technologies must integrate back into the larger architecture, but the IT team can help them with that.” We released a couple of options for our employees to experiment with, one commercial LLM service and one that’s open source.” I believe your employees can experiment regardless of your architecture,” he says.

Architecture 263

Architecture Engineering Artificial Intelligence Tools 263

CIO Business Intelligence

SEPTEMBER 21, 2023

ML was used for sentiment analysis, and to scan documents, classify images, transcribe recordings, and other specific functions. One of the best immediate use cases is summarizing documents and extracting information from material, he says. Open-source AI Open source has long been a driver of innovation in the AI space.

Enterprise 325

Enterprise Enterprise Trends Open Source 325

TM Forum

OCTOBER 27, 2022

Settlement rules change often, and associated documents are cumbersome – while reconciliations are often manual and offline, using non-transparent, cleartext datasets, meaning inherent problems around security and trust. Delivering on this goal is the aim of the. Blockchain partner settlement.

Open Source 148

Open Source Architecture Telecommunications Security 148

CIO Business Intelligence

SEPTEMBER 25, 2024

Companies typically start with either a commercial or open-source model and then fine-tune it on their own data to improve accuracy, avoiding the need to create their own foundation model from scratch. Instead, they use a commercially available or an open-source one, and then customize or fine-tune it for their own needs.

Open Source 358

Open Source Training Examples Enterprise 358

CIO Business Intelligence

JUNE 12, 2024

Most enterprise data is unstructured and semi-structured documents and code, as well as images and video. For example, gen AI can be used to extract metadata from documents, create indexes of information and knowledge graphs, and to query, summarize, and analyze this data.

Data 352

Data Training Fractional CTO Examples 352

CIO Business Intelligence

FEBRUARY 18, 2025

If we revisit our durable goods industry example and consider prioritizing data quality through aggregation in a multi-tier architecture and cloud data platform first, we can achieve the prerequisite needed to build data quality and data trust first. through 2030 and clearly, data quality and trust are driving that investment.

Enterprise 226

Enterprise Enterprise Data Artificial Intelligence 226

CIO Business Intelligence

DECEMBER 20, 2023

Faster app development: By leveraging Generative AI, companies can automate documentation generation, improve software reusability, and seamlessly integrate AI functions such as chatbots and image recognition into low-code applications.

Applications 321

Applications IBM Development Programming 321

CIO Business Intelligence

AUGUST 14, 2024

“They’re more able to connect to a diverse set of data sources, build more complex context around queries going through the model, and do retrieval augmented generation,” he adds. If you pull your data from a document with no permission set on it, then there’s no information to be had,” he adds. This isn’t a new issue.

Microsoft 340

Microsoft Enterprise Enterprise Data 340

CIO Business Intelligence

JUNE 16, 2022

Open-source options are also available for use by companies that have the developers to support them. They’re rarely as sophisticated or as well-documented as the commercial products listed here, but they can be effective for smaller organizations that crave independence. Some offer multiple tiers, including some free options.

Tools 299

Tools IBM Open Source Oracle 299

CIO Business Intelligence

AUGUST 5, 2024

Some important steps that need to be taken to monitor and address these issues include specific communication and documentation regarding GenAI usage parameters, real-time input and output logging, and consistent evaluation against performance metrics and benchmarks.

Healthcare 310

Healthcare How To CTO Firewall 310

CIO Business Intelligence

SEPTEMBER 27, 2024

This has an architecture structured on open-source components, both on the servers and tablets distributed among various Emergency clinics. The open-source software platform was created by our medical division to have a record that could work even in precarious conditions,” says Macario.

Data 320

Data Retail Analysis Disaster Recovery 320

CIO Business Intelligence

NOVEMBER 1, 2023

It’s published two new resources for using BTP — a guidance framework with methodologies and reference architectures, and a developers’ guide including building blocks and step-by-step guides — and released an open-source SDK for building extensions on BTP.

SAP 331

SAP Tools Enterprise Enterprise 331

CIO Business Intelligence

DECEMBER 10, 2024

QueryMind opens up new possibilities at this point. Knowledge that is not available: Like many other companies, InnoGames also uses wiki software to create documentation, record meeting minutes, discuss concepts and much more. A detailed view of the KAWAII architecture. Specifically, Confluence from Atlassian is used here.

Company 245

Company Artificial Intelligence Open Source Development 245

CIO Business Intelligence

AUGUST 23, 2024

Like most enterprises, Bayer’s agricultural division will initially use AWS-based generative AI tools out-of-the-box to automate basic business processes, such as the production of internal technical documentation, McQueen says. The core set of engineers building the platform have harnessed this feature to speed up the process.

Data 252

Data Engineering Open Source Development 252

CIO Business Intelligence

APRIL 27, 2022

With no changes to the architecture or code, the group immediately experienced a 2x acceleration in training time. In addition, the company saw an increase of 18x in speed toward training a few millions documents compared to CPU-based systems ( read the full case study ).

Enterprise 246

Enterprise Enterprise Case Study Training 246

Dataconomy

FEBRUARY 27, 2025

has expanded its Phi line of open-source language models with the introduction of two new algorithms designed for multimodal processing and hardware efficiency: Phi-4-mini and Phi-4-multimodal. Microsoft Corp. Phi-4-mini and Phi-4-multimodal features Phi-4-mini is a text-only model that incorporates 3.8

Microsoft 73

Microsoft Licensing Hardware Open Source 73

CIO Business Intelligence

DECEMBER 13, 2024

Discovers implementation is unique in that it operates its OpenShift platform in AWS virtual private clouds (VPC) on an AWS multi-tenant public cloud infrastructure, and with this approach, OpenShift allows for abstraction to the cloud, explains Ed Calusinski, Discovers VP of enterprise architecture and technology strategy.

Cloud 245

Cloud Financial Enterprise Enterprise 245

GeekWire

OCTOBER 15, 2020

Founded a year ago by former Uber engineers who previously worked at Amazon, Google, and Microsoft, Temporal has built an open-source microservices orchestration platform that can replace ad-hoc systems currently used by developers. “We’re providing a much simpler model for developers,” he said. .

Engineering 145

Engineering Microsoft CTO Hire Open Source 145

CIO Business Intelligence

AUGUST 21, 2024

For example, AI agents use open source intelligence to hunt for movie leaks and piracy across social media and the dark web. Then there’s the risk of malicious code injections, where the code is hidden inside documents read by an AI agent, and the AI then executes the code.

System 340

System Data Fractional CTO Examples 340

Dataconomy

MARCH 31, 2025

The fundamental architectural and philosophical differences between these approaches reshape how developers work. ” The underlying architecture of these tools is similar, with the primary difference in the user interface and context augmentation approaches. Open-source tools like bolt.new provide insights into the architecture.

Architecture 41

Architecture Open Source Tools Artificial Intelligence 41

CIO Business Intelligence

JANUARY 3, 2024

Other respondents said they aren’t using any generative AI models, are building their own, or are using an open-source alternative. When assessing vendors, Rich Products looks at their technology, architecture, business value, and pragmatic perspective. LangChain is the best-known open source option in this space.

Fractional CTO 328

Fractional CTO CTO Hire Training Enterprise 328

CTOvision

DECEMBER 28, 2015

This part of the market is very likely going to take off, since open source platforms and open cloud API's and services like Prediction.io For Personal and Business Use: Gluru : Organize your online documents, calendars, emails and other data and have AI present you with new insights and actionable information.

Artificial Intelligence 150

Artificial Intelligence Tools Open Source Web Services 150

CIO Business Intelligence

DECEMBER 13, 2022

By Jeff Carpenter You might have heard of Apache Cassandra, the open-source NoSQL database. As it became clear that this technology was suitable for other purposes, the company gave Cassandra to the Apache Software Foundation (ASF), where it became an open-source project (it was voted into a top-level project in 2010).

Open Source 147

Open Source Disaster Recovery Data Center Oracle 147

CIO Business Intelligence

MAY 3, 2022

Other best practices include partnering with cloud providers to get maximum value from their services, hiring people with cloud-related skills, moving toward DevSecOps methodologies for cloud-based development, and documenting and communicating the governance program properly. The microservices are orchestrated in four Kubernetes clusters.

Cloud 360

Cloud How To Applications Government 360

TM Forum

OCTOBER 26, 2021

How: A solution aligned with TM Forum’s Open Digital Architecture and Open APIs to achieve desired business outcomes. Microservices architecture. HT wanted to move its order management to being open source, cloud-native and microservices-based, so that it could be scaled easily. Open APIs. ,

Cloud 130

Cloud Architecture Devops Agile 130

Linux Academy

JANUARY 1, 2020

Learn how to use the keyboard to work with your text documents, complete searches, replace text, and format. Jenkins is an automation server, and as an open-source platform, it has an immense amount of integration benefits when it comes down to engaging in software development and projects that require rigorous testing.

Course 31

Course Linux Devops Big Data 31

Dataconomy

NOVEMBER 7, 2024

Available as an open-source tool on Microsoft AutoGen, this system aims to assist developers and researchers in creating applications that can autonomously manage multi-step tasks across various domains. The system can perform various tasks, from navigating web browsers to executing Python code.

System 36

System Microsoft Meeting Open Source 36

SPF13

SEPTEMBER 22, 2013

The tutorial will cover the basics of MongoDB’s document model, query language, map-reduce framework and deployment architecture. The tutorial will be divided into 5 sections: Data modeling with MongoDB: documents, collections and databases. Document schema design Focuses on use. 4 Building blocks of Document Design.

Open Source 160

Open Source Applications Exercises Storage 160

SPF13

SEPTEMBER 22, 2013

The tutorial will cover the basics of MongoDB’s document model, query language, map-reduce framework and deployment architecture. The tutorial will be divided into 5 sections: Data modeling with MongoDB: documents, collections and databases. Document schema design Focuses on use. 4 Building blocks of Document Design.

Open Source 160

Open Source Applications Exercises Storage 160

Dataconomy

JANUARY 27, 2025

DeepSeek has unveiled yet another major contribution to the open-source AI landscape. Image: DeepSeek Analysts point to DeepSeeks consistent philosophy: keep it open-source, stay privacy-first, and undercut subscription-based rivals. Sessions typically take 7 to 14 days on large-scale GPU clusters (for both 1.5B

Meeting 48

Meeting Open Source Guidelines Licensing 48

SPF13

OCTOBER 28, 2012

In this session you’ll learn about enterprise NoSQL architectures, with examples drawn from real-world deployments, as well as how to apply big data regardless of the size of your own enterprise. In the past few years open source has made Big Data accessible to the rest of us. Big data for the rest of us. from Steve Francia. .@

Enterprise 140

Enterprise Enterprise Hotels Big Data 140

SPF13

OCTOBER 28, 2012

In this session you’ll learn about enterprise NoSQL architectures, with examples drawn from real-world deployments, as well as how to apply big data regardless of the size of your own enterprise. In the past few years open source has made Big Data accessible to the rest of us. Big data for the rest of us. from Steve Francia. .@

Enterprise 140

Enterprise Enterprise Hotels Big Data 140