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Thinking (LLM)

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RAG / knowledge base

RAG / knowledge base

RAG = Retrieval-Augmented Generation

WHAT IT MEANS

Letting the AI look up answers from your documents, like FAQs, policy terms or product sheets, instead of guessing.

Real example

“What does my policy cover for hospitalization?” The AI reads the policy document to answer.

What’s normal

It cuts wrong answers a lot, but only works if the documents are clean and up to date.

The India angle

Documents may exist in several languages. Check that it can answer in Hindi from an English document.

Questions to ask your vendor

  1. What document formats can you use?

  2. How do you keep answers updated when documents change?

  3. Can it answer in Hindi from English documents?

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Supported by

InsurTech Club – The Insurance AI Community
FinTech AI Community
CU Circle – The Credit Union AI Community