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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AI

Which are common applications of deep learning in artificial intelligence?

Artificial intelligence (AI) is a field of study that seeks to create computer programs that can perform tasks that usually require human intelligence. In practical terms, AI can recognize faces or understand natural language. One application of deep learning is in the area of artificial intelligence. Deep learning is a type of AI that uses…

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