Module 06 Summary

What this module established

The dict is the join: keys are template variables, values are runnables. Format documents explicitly and put the id in the context text, or the model has nothing to cite - which is the most common reason a grounding prompt produces uncited answers.

Carry forward

• Refusal requires scored retrieval and a threshold. similarity_search alone never comes back empty.
• Report what was retrieved, not what the answer claims to cite. Parsing citations out of the answer reports the model's claim.
• Grounding limits the input, not the output. Extrapolation and merging both cite correctly and assert more than the evidence supports.

Before moving on

Move on when your refusal path is a branch in code with a measured threshold, and the unsupported-terms check runs on every answer.

Mark complete