Eaton Hicks

Young plant sprouting from soil with digital icons and a world map in the background, symbolizing sustainable technology and global environmental impact.

Green Technology: Innovations for a Sustainable Future

Green technology or sustainable technology or eco-technology therefore refers to the practice and implementation of various technologies which help in minimizing the impact on the environment. What is Green Technology? Green technology is a technology that is used to protect the environment and its resources and to minimize the effects of involvement with the environment….

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Implementing Retrieval-Augmented Generation (RAG) in NLP: Step-by-Step Guide

Implementing Retrieval-Augmented Generation (RAG) in NLP: Step-by-Step Guide

Retrieval and generation in NLP have set the stage for more complex models such as the Retrieval-Augmented Generation (RAG). RAG integrates retrieval models and generative models to provide better and contextually appropriate answers. In this guide, you will learn how to apply RAG for NLP applications, including data preprocessing, choosing a model, incorporating retrieval models,…

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Challenges and Solutions in Implementing Retrieval

Challenges and Solutions in Implementing Retrieval-Augmented Generation (RAG)

Among all the contemporary approaches in the field of artificial intelligence, Retrieval-Augmented Generation (RAG) can be considered one of the most effective. Thus, by incorporating the retrieval mechanisms into the generative models, RAG improves the generation process and provides more accurate and contextually relevant outputs. However, getting to efficient RAG implementation is not without its…

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