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@@ -678,8 +678,12 @@ The significant variations in *Context Relevance* suggest that **certain questio
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Furthermore, there's ongoing **exploration required on the generative aspect** of RAG.
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Modifying LLMs or prompts can substantially impact the overall quality of responses.
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> 💡 The [accompanying notebook](https://github.com/qdrant/qdrant-rag-eval/tree/master/workshop-rag-eval-qdrant-quotient) can be accessed on GitHub for future reference.
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> 💡 A workshop version of this article is [available on YouTube](https://www.youtube.com/watch?v=3MEMPZR1aZA).<br /><br />The accompanying notebook [accompanying notebook](https://github.com/qdrant/qdrant-rag-eval/tree/master/workshop-rag-eval-qdrant-quotient) can be accessed on GitHub for future reference.
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This iterative process demonstrates how, starting from scratch, continual evaluation and adjustments throughout experimentation can lead to the development of an enhanced RAG system.
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## Watch this workshop on YouTube
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This iterative process demonstrates how, starting from scratch, continual evaluation and adjustments throughout experimentation can lead to the development of an enhanced RAG system.
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> A workshop version of this article is [available on YouTube](https://www.youtube.com/watch?v=3MEMPZR1aZA).
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<iframe width="560" height="315" src="https://www.youtube.com/embed/3MEMPZR1aZA?si=n38oTBMtH3LNCTzd" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
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