Unable to classify between generative responses and extractive model responses?

SearchAssist
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1

If we have both Model enabled, ordered as 1st model is Extractive model and 2nd Generative Model, in that case what is the classification/ or threshold decide to which model’s answer should be returned as response

2

Hi @adritap

Welcome to our community :slight_smile:

Regarding your post,

You can enable one or both models. Click the Train button after enabling Answer Snippets to generate the chunks from the ingested data. When both models are enabled, the model with the highest priority is first used to generate snippets. If it does not provide any snippet, the model, next in priority, is used to generate answer snippets. The priority is determined by the position of the models on the left. The model at the top of the list is the model with the highest priority .

Please go through this link for more information: Answer Snippets – SearchAssist

Let us know if you have any questions,

Regards,
Pruthvi
Kore.AI Team

3

Suppose a non proprietary question is asked which is not from database and the extractive model is enabled as the first and generative ai as the second ,it is showing wrong answers .But vice versa, it is yielding result generated by AI ?

4

@adritap

Suppose, If there are 2 models and out of which if the first model does not provide any snippet, the model, next in priority, is used to generate answer snippets.

If we assume Extractive model is in order followed by Gen AI. In this situation, if extractive does not revert back with a snippet, then Gen AI will take charge and paraphrase the answer snippets. This paraphrasing depends on the content or intelligence ingested into the app.