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PageIndex vs Traditional RAG: A Better Way to Build Document Chatbots

https://ift.tt/fUsCRil What if the way we build AI document chatbots today is flawed? Most systems use RAG. They split documents into chunk...

https://ift.tt/fUsCRil

What if the way we build AI document chatbots today is flawed? Most systems use RAG. They split documents into chunks, create embeddings, and retrieve answers using similarity search. It works in demos but often fails in real use. It misses obvious answers or picks the wrong context. Now there is a new approach called […]

The post PageIndex vs Traditional RAG: A Better Way to Build Document Chatbots appeared first on Analytics Vidhya.


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https://www.analyticsvidhya.com/blog/2026/03/pageindex-vs-rag-document-chatbots/
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