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Evaluating RAG Applications with RAGAs | by Leonie Monigatti | Dec, 2023

RAGAs (Retrieval-Augmented Generation Assessment) is a framework (GitHub, Docs) that provides you with the necessary ingredients to help you evaluate your RAG pipeline on a component level. Evaluation Data What’s interesting about RAGAs is that it started out as a framework for “reference-free” evaluation [1]. That means, instead of having to rely on human-annotated ground…

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Leveraging Technology for Positive Change Aiiot Talk

AI and tech enthusiasts from all niches desire to leverage automation to make their operations more sustainable. Green AI revises the technology’s negative climate impact. It’s a costly and environmentally concerning asset, but these algorithms will transform all sectors’ relationships with AI and the planet. Meeting sustainability objectives becomes streamlined and actionable using…

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This AI Paper Unveils HiFi4G: A Breakthrough in Photo-Real Human Modeling and Efficient Rendering

Volumetric recording and realistic representation of 4D (spacetime) human performance dissolve the barriers between spectators and performers. It offers a variety of immersive VR/AR experiences, such as telepresence and tele-education. Some early systems use nonrigid registration explicitly to recreate textured models from recorded footage. However, they are still susceptible to occlusions and texture deficiencies, which…

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Geometrical Interpretation of Linear Regression in Machine Learning versus Classical Statistics | by Rishabh Raman | Dec, 2023

Demystifying the confusion about Linear Regression Visually and Analytically Image: Linear regression illustration, by Stpasha, via Wikimedia Commons (Public Domain). Original Image Link: https://upload.wikimedia.org/wikipedia/commons/8/87/OLS_geometric_interpretation.svgThe above image represents a geometric interpretation of Ordinary Least Squares (OLS) or Linear Regression (words used interchangeably in classical statistics). Let’s break down what we’re seeing in an intuitive way: Variables…

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The Top 13 Best Accounts Payable Software in 2023

Accounts payable software is increasingly being used by businesses worldwide. Automated accounts payable software can efficiently manage large volumes of financial transactions between a company and its suppliers, while also automating ancillary activities such as approvals and reconciliations. AP automation software that is available off the shelf today is either a standalone product or part…

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Healthcare Document Management: A Complete Guide

Healthcare document management systems play a crucial role in the modern healthcare landscape by streamlining and enhancing the management of patient records, administrative documents, and medical data. These systems provide a centralized and secure platform for storing, organizing, and accessing a vast array of healthcare-related information. What is Healthcare Document Management? The core objective of…

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