Embedding

Understanding Word2Vec: A Comprehensive Guide

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Understanding Word2Vec: A Comprehensive Guide

Big Data DigestProduced by Author: Jay Alammar Embedding is one of the most fascinating ideas in machine learning. If you have ever used Siri, Google Assistant, Alexa, Google Translate, or even your smartphone keyboard for next word prediction, you have likely benefited from this idea that has become central to natural language processing models. Over … Read more

Mastering RAG: The Basics of Retrieval-Augmented Generation

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Mastering RAG: The Basics of Retrieval-Augmented Generation

LLM (Large Language Model) is a powerful new platform, but they are not always trained on data relevant to our tasks or the latest data. RAG (Retrieval Augmented Generation) is a general method that connects LLMs with external data sources (such as private or up-to-date data). It allows LLMs to use external data to generate … Read more