Systems | Development | Analytics | API | Testing

What is RAG? Retrieval-Augmented Generation for AI

Retrieval-augmented generation (RAG) is an AI framework and powerful approach in NLP (Natural Language Processing) where generative AI models are enhanced with external knowledge sources and retrieval-based mechanisms. These appended pieces of outside knowledge provide the model with accurate, up-to-date information that supplements the LLM’s existing internal representation of information. As the name suggests, RAG models have a retrieval component and a generation component.

How to Document Your REST API Like a Pro

REST API is an application programming interface that continues to grow in popularity due to its flexibility and scalability. In this detailed guide, we will outline how to document your REST API like a pro, guiding you through the process clearly and concisely to make things as easy as possible. From the basics, what you need to include, and all the way to the tips and tricks, we will provide everything you need to know to create perfect documentation.

How Financial Services Should Prepare for Generative AI

It’s no surprise that ever since ChatGPT’s broader predictive capabilities were made available to the public in November 2022, the sprawl of stakeholder capitalization on large language models (LLMs) has permeated nearly every sector of modern industry, accompanied or exacerbated by collective fascination. Financial services is no exception. But what might this transformation look like, from practical applications to potential risks?

Dashboard design: 5 essential tips and considerations for 2024

A beautiful dashboard requires careful consideration for the audience throughout its design. Here are 5 essential considerations and tips for better looking dashboards. For many people, it can be hard to interpret data if it isn’t presented in a simplified way. They get cognitive overload, intimidated by what’s on screen, or misinterpret what you intend to communicate. Often, they may not use dashboards for their work altogether.

Automated Claims Processing: A Comprehensive Guide

Claims processing is a multi-faceted operation integral to the insurance, healthcare, and finance industries. It’s a comprehensive procedure that involves carefully examining a claim. Claim processing is not a single-step process; instead, it involves multiple stages, each serving as a critical control point to ensure the accuracy and fairness of the claim resolution.

How to Streamline Your SAP Testing With Perforce & Worksoft

For many enterprises that are growing in their test automation maturity, SAP testing remains a clunky and unintuitive process. Teams need to work with many vendors just to get the right test coverage, and maintaining all these solutions takes away the necessary time and resources needed to effectively run the tests themselves. Yet as SAP testing continues to grow in importance, there needs to be a better solution.

Driving Profitability through Cloud Adoption

What does it take for an architecture, engineering, or construction business to be profitable? Many look toward aggressive growth and expansion, either by geography or acquisition or both. However, growth requires significant spending on resources from new employees to acquisitions, and it takes time to see a return on your investment.

insightsoftware Wins Dresner Technology Innovation Award for Embedded Business Intelligence

Recognized for the third year in a row, insightsoftware continues meeting demands for sophisticated data-driven insights within customer applications RALEIGH, N.C. – March 6, 2024 – insightsoftware, the most comprehensive provider of solutions for the Office of the CFO, today announced it has been named a winner for Embedded Business Intelligence (BI) in the 2023 Technology Innovation Awards by Dresner Advisory Services.