update readme

README.md

@@ -17,8 +17,11 @@ Here’s a compelling README for your application:
 # Florentine Families Network Analysis
 
 Welcome to the **Florentine Families Network Analysis Tool**
-- 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.
+- a simple yet powerful prototype 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.
 - integrates **Smolagents**, **Arize Phoenix**, and **NetworkX** to explore the relationships and centrality dynamics of Renaissance-era Florence families.
+- the `app.py` code is a little out of date but I left it `as is` as it showcased where effective telemetry can bring immediate visibility to the impact of minor changes in the tool definition
+
+NOTE: Smolagents has some cool features like [reusable tools](https://huggingface.co/spaces/dwb2023/florentine-families-graph/blob/main/huggingface_spaces_tool_template.md) - but as expected there are some growing pains
 
 ## Key Features