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Confidence value are calculated using cross encoder.
If the confidence is lower than 0.2, output "I don't know".
Use --show_context to see the chunks it used.
Change --abstain_threshold to change the 0.2.
This confidence value is based on whether the chunks can be used to answer the question.
https://hackmd.io/@vUkR3nCiRPCsFuNwXlJkGA/S1w-c1_xZx

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