Sept. 18, 2023, 7:38 p.m. | Matt Ambrogi

Towards Data Science - Medium

Tools to go from prototype to production

The Quick-start Guide Isn’t Enough

“Retrieval augmented generation is the process of supplementing a user’s input to a large language model (LLM) like ChatGPT with additional information that you (the system) have retrieved from somewhere else. The LLM can then use that information to augment the response that it generates.” — Cory Zue

LLMs are an amazing invention, prone to one key issue. They make stuff up. RAG makes LLMs far more …

chatgpt guide information language language model large language large language model large language models llamaindex llm machine learning performance process rags retrieval retrieval augmented generation systems tips-and-tricks tools

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