StreamlitAPIException : Streamlit only supports Bokeh version 2.4.3, but you have version 3.0.3 installed. Please run pip install --force-reinstall --no-deps bokeh==2.4.3 to install the correct version.
all my codes are written in bokeh 3.0 and caused a lot of errors, I have a lot of code written in 3.0, so this is a sad story.
I know this may not be your urgent priority, hope I can use bokeh 3.0 soon
At present, the alternative I use is to export the saved bokeh as html file and open it in a new window 
# create bokeh figure and save bokeh HTML
save_path=r"YOUR SAVE PATH"
output_file(save_path)
if st.button('open bokeh figure'):
# Use st.markdown to display the HTML content
st.write("please wait few seconds for html to open")
with open(save_path, "r") as file:
html_content = file.read()
st.markdown(html_content, unsafe_allow_html=True)
else:
st.write('Byebye~')