Concept
Retrieval-Augmented Generation (RAG)
Modeling technique that enhances AI outputs by incorporating relevant retrieved information.
Retrieval-Augmented Generation (RAG)
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So RAG stands for Retrieval-Augmented Generations [inaudible 00:32:08] not a specific true generative AI. So the idea is just for a lot of questions, we need context to answer.
… Okay, so maybe before I go to the next thing, I just want to say this data preparations for RAG is extremely important. And I would say this in a lot of the companies that I have seen, that's the biggest performance, in their RAG…
… A lot of big enterprises have some a wrapper around models, so with access to maybe some different type of a RAG solution. I think we talk about data or kind of like text-based RAG.
Concept
Retrieval-Augmented Generation (RAG)
Modeling technique that enhances AI outputs by incorporating relevant retrieved information.
Related Concepts1
Related Frameworks1
Related Practices2
Ask about this concept
Transcript mentions
So RAG stands for Retrieval-Augmented Generations [inaudible 00:32:08] not a specific true generative AI. So the idea is just for a lot of questions, we need context to answer.
… Okay, so maybe before I go to the next thing, I just want to say this data preparations for RAG is extremely important. And I would say this in a lot of the companies that I have seen, that's the biggest performance, in their RAG…
… A lot of big enterprises have some a wrapper around models, so with access to maybe some different type of a RAG solution. I think we talk about data or kind of like text-based RAG.