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A Guide to Mastering Large Language Models

Unite.AI

Word2Vec pioneered the use of shallow neural networks to learn embeddings by predicting neighboring words. Hybrid retrieval combines dense embeddings and sparse keyword metadata for improved recall. LLMs utilize embeddings to understand word context.