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@@ -50,7 +50,7 @@ Pleias-RAG-1B generates a specific reasoning sequences incorporating several pro
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  * Assessing whether the sources do contain enough input to generate a grounded answer.
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  <p align="center">
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- <img width="80%" src="figures/rag_scenario.png">
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  </p>
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  The structured reasoning traces include the following steps:
 
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  * Assessing whether the sources do contain enough input to generate a grounded answer.
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  <p align="center">
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+ <img width="80%" src="figures/rag_workflow.png">
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  </p>
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  The structured reasoning traces include the following steps: