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What are LLMs? An intro into AI, models, tokens, parameters, weights, quantization and more

To keep up with everything happening in the world of artificial intelligence, it helps to understand and grasp key terms and concepts behind the technology. In this introduction, we are going to dive into what is generative AI, looking at the technology and models they are built on. We'll discuss how these models are built, trained, and deployed into the world.

Harnessing Generative AI for Flood Insurance Risk Evaluation and Mitigation

Floods are the most common natural disaster worldwide. A flood is demarcated as an overflow of water that submerges land that is usually dry. Flash flooding befalls when heavy rainfall over a short period hits areas with inadequate drainage. Other causes of flood events comprise high tides, storm surges, river overflow, and snow melt. Each year, floods extinguish assets worth billions of dollars. In the last five years alone, monetary losses caused by floods worldwide were estimated at 299 billion U.S.

Inside the Modern Data Analytics Stack

Data analytics is nothing new. For decades, businesses have been deploying a "stack" of data analytics tools to collect, transform, evaluate and report on data. However, as data has grown larger in volume, and as the ability to analyze data quickly and accurately has become ever-more important to business success, the data analytics stacks that businesses depend on have evolved significantly. So, if you haven't taken a look at data analytics stacks recently, they're worth revisiting.

WSO2 Advances Developer Productivity With Latest API Management and Integration Offerings

Developers can now manage data planes for WSO2 API Manager and WSO2 API Platform for Kubernetes with the same control plane, develop integrations in VS Code using Micro Integrator for VS Code, and utilize AI assistants to streamline efforts.

Integrating LLMs with Traditional ML: How, Why & Use Cases

Ever since the release of ChatGPT in November 2022, organizations have been trying to find new and innovative ways to leverage gen AI to drive organizational growth. LLM capabilities like contextual understanding and response to natural language prompts enable the development of applications like automated AI chatbots, smart call center apps, or for financial services.

Sauce Labs vs BrowserStack: The Best Testing Tool in 2024

BrowserStack and Sauce Labs are industry-leading, cloud-based web and mobile testing platforms for developers. Both platforms offer quality features to streamline and simplify testing across browsers and devices. If you’re choosing between BrowserStack and Sauce Labs, looking at the basic features won’t cut it. You need to dig deeper and identify where the two vendors differ.

Unveiling WSO2 APK 1.1: Kubernetes-Native API Management

We're excited to introduce WSO2 API Platform for Kubernetes (WSO2 APK) 1.1, a key update to our Kubernetes-native API management solution. This release leverages the strengths of Kubernetes to offer high-performance and cloud-scale API management, ensuring automation, reliability, and improved developer experiences. Traditional API management solutions aren't built for Kubernetes environments, leading to issues with performance, scalability, and manual configuration.

Introducing WSO2 API Manager 4.3: Stronger, Streamlined API Management

We’re delighted to announce the release of WSO2 API Manager 4.3, a significant upgrade that enhances your API ecosystem's performance, security, and scalability. WSO2 API Manager, an industry-leading open source API management solution, offers a unified platform for creating, publishing, and overseeing APIs, enabling organizations to securely expose their services with both internal and external stakeholders.