I was able to get a basic link working using this method: Streamlit hyperlink - #2 by Caroline
My code that did not work for st.components.v1.html that did not work is very simple:
st.components.v1.html('<a href="https://amzn.to/XXXXXXX">Item</a>')
Where XXXXXXX is my affiliate code.