Financial RAG: visual guide

The evidence is the product

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Reprocess the layer that changed

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The header is part of the fact

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From $120,000 to approximately $48,000

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Different sources need different evidence units

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Raw vectors are only the starting point

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Two retrieval channels, one evidence contract

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A smaller packet can be a better packet

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A citation should land on the evidence

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Reported facts and derived values stay distinct

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Research needs a stopping rule

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Evaluate the chain before changing the model

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Scale ingestion without blocking the analyst

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Connect the engineering to delivery

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