Rajiv Shah on Instagram: "Is RAG Actually Broken? A recent “semantic collapse” claim argues that embeddings fail at scale because distances compress in high dimensions. This video explains what’s actually true, what’s misunderstood, and how real RAG systems work in practice. (I have covered this in my blog and long videos)"
1:19
Instagramrajistics
Rajiv Shah on Instagram: "Is RAG Actually Broken? A recent “semantic collapse” claim argues that embeddings fail at scale because distances compress in high dimensions. This
The 'semantic collapse' claim has sparked debate about the effectiveness of RAG systems. But what's the real story? In this video, we'll explore the myth behind the claim and delve into the inner workings of RAG systems. We'll examine how embeddings function at scale, the importance of relative ordering, and why real-world RAG systems use a ...
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