From the course: Hands-On AI: RAG using LlamaIndex

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Comparative analysis of retrieval-augmented generation techniques

Comparative analysis of retrieval-augmented generation techniques - LlamaIndex Tutorial

From the course: Hands-On AI: RAG using LlamaIndex

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Comparative analysis of retrieval-augmented generation techniques

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- [Instructor] So throughout this course you've learned a lot about retrieval augmented generation. You've learned about the different paradigms, the different techniques, and really how complex all of this is. A natural question to ask at this point is, okay, what am I supposed to use? Like I've got all these tools at my disposal, how am I supposed to put these tools together or use these tools to build something useful? Unfortunately, I don't have the answer for you. I can't tell you exactly what the best methodology to use is, but I do want to kind of give you a little bit of hope by talking about this paper called "Advanced RAG Output Grading." Now, I mentioned this paper at the very beginning of the course, and hopefully you took time to look into it when we were discussing evaluation. If not, don't worry. I'm going to go over it here in a little bit of detail and talk about their findings. Because I feel like this is a important paper, it's an interesting paper. At the very…

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