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@@ -16,7 +16,9 @@ Here’s a compelling README for your application:
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  # Florentine Families Network Analysis
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- Welcome to the **Florentine Families Network Analysis Tool**, a powerful and interactive web application designed to analyze the Florentine family network using graph-based metrics. This application integrates **Smolagents**, **Arize Phoenix**, and **NetworkX** to explore the relationships and centrality dynamics of Renaissance-era Florence families.
 
 
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  ## Key Features
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  # Florentine Families Network Analysis
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+ Welcome to the **Florentine Families Network Analysis Tool**
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+ - a simple yet powerful web application designed to analyze the [Florentine family network](https://networkx.org/documentation/stable/reference/generated/networkx.generators.social.florentine_families_graph.html#) using graph-based metrics.
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+ - integrates **Smolagents**, **Arize Phoenix**, and **NetworkX** to explore the relationships and centrality dynamics of Renaissance-era Florence families.
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  ## Key Features
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