10 Ways to Improve the Performance of Retrieval Augmented Generation Systems

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 …

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