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Super charge your LLMs with RAG at scale using AWS Glue for Apache Spark

AWS Machine Learning Blog

An AI technique called embedding language models converts this external data into numerical representations and stores it in a vector database. This process creates a knowledge library that generative AI models can understand. Data must be preprocessed to enable semantic search during inference.

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