templates/report_template.md

# Insight Report

**User Query**: {{ user_query }}



**Plan**: {{ plan.steps }}  

**Rationale**: {{ plan.rationale }}



{% if sql_preview %}
## SQL Preview
{{ sql_preview }}

{% endif %}



{% if predict_preview %}
## Predictions Preview
{{ predict_preview }}

{% endif %}



{% if explain_images.global_bar %}

## Global Feature Importance (SHAP)

<img src="{{ explain_images.global_bar }}" style="max-width: 100%;" />

{% endif %}



{% if explain_images.beeswarm %}
## SHAP Beeswarm
<img src="{{ explain_images.beeswarm }}" style="max-width: 100%;" />
{% endif %}