article thumbnail

Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

Organizations are increasingly using multiple large language models (LLMs) when building generative AI applications. This strategy results in more robust, versatile, and efficient applications that better serve diverse user needs and business objectives. In this post, we provide an overview of common multi-LLM applications.

article thumbnail

What is data architecture? A framework to manage data

CIO

Its an offshoot of enterprise architecture that comprises the models, policies, rules, and standards that govern the collection, storage, arrangement, integration, and use of data in organizations. It includes data collection, refinement, storage, analysis, and delivery. Cloud storage. Application programming interfaces.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Simplify your storage management by leveraging a universal storage layer

CIO

This approach enhances the agility of cloud computing across private and public locations—and gives organizations greater control over their applications and data. Public and private cloud infrastructure is often fundamentally incompatible, isolating islands of data and applications, increasing workload friction, and decreasing IT agility.

Storage 167
article thumbnail

Activeloop snags $5M seed to build streaming database for AI applications

TechCrunch

Activeloop , a member of the Y Combinator summer 2018 cohort , is building a database specifically designed for media-focused artificial intelligence applications. The company is also launching an alpha version of a commercial product today.

article thumbnail

How to Develop IoT Applications: A Complete Guide for 2022

The Crazy Programmer

People create IoT applications; people use IoT applications—the world’s technology grows from the internet to the Internet of Things, from middlemen transaction processes to Smart Contracts. How do you develop IoT applications ? Cloud: The cloud is the IoT’s storage and processing unit.

IoT 253
article thumbnail

Bridging the gap: Unified platform for VM and containerized workloads

CIO

To keep up, IT must be able to rapidly design and deliver application architectures that not only meet the business needs of the company but also meet data recovery and compliance mandates. It’s a tall order, because as technologies, business needs, and applications change, so must the environments where they are deployed.

article thumbnail

Redis as a Primary Database for Complex Applications

Dzone - DevOps

First, we will see what Redis is and its usage, as well as why it is suitable for modern complex microservice applications. Well also talk about how Redis optimizes memory storage costs using Redis on Flash. We will talk about how Redis supports storing multiple data formats for different purposes through its modules.