Azure bot service issue: Test in web chat not available for deployed bot

I deployed my bot, which works fine locally, to the azure portal and succeeded according to the msg from deployment center. But when I try to test the bot in web chat, the chat window does not show up with only an error msg ‘Something went wrong, please contact the site administrator’. What may be the reason of this error and how could I fix this?

Thanks in advance!