Hi @Bryan,
Welcome to the Streamlit Community!
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You can check out the streamlit-agraph component:
It allows you to do exactly that, do interactive charts.
Also pyvis is on the rise amongst the guys in the community:
Happy Streamlit-ing,
Chris