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Simply put, RAG combines LLMs with an external knowledge retrieval mechanism to fetch up-to-date relevant information without having to retrain the LLM.

Simply put, RAG combines LLMs with an external knowledge retrieval mechanism to fetch up-to-date relevant information without having to retrain the LLM.

Regular expressions are algebraic notations used to search in text particularly useful when we have patterns to search for in the text.

Uncertainty are an inevitable part of a both real life events and computer simulation / modeling and their quantification is a very important and interesting research area.