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

AWS Machine Learning Blog

These functions will be used inside a Spark Python user-defined function (UDF) in later cells. This enables you to preprocess your external data in the phases including cleaning, sanitization, chunking documents, generating vector embeddings for each chunk, and loading into a vector store. Run the cell under Chunking HTML.

LLM 111