Based on the online example I wanted to try to add Rich Response Buttons and Basic cards using Dialogflow Fulfillment and Inline editor, but I'm not getting anything rendered in the Dialogflow Messenger client. Are rich responses not fully supported?

How to show Rich Response Buttons (''Chips) Using Dialogflow Fulfillment?
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According to the readme file, the Dialogflow Fulfillment library is no longer being maintained; therefore, it seems that you can't use rich response in Dialogflow messenger directly with this library.
Based on this, if you want to use rich responses with Dialogflow messenger, you can create a webhook service. To start testing this, I recommend you do the following:
1- Use Cloud Functions to create an HTTP function. This documentation mentions the process to create one from the Cloud Console. Please take in account this considerations in the second step:
Deploy the function. Afther that, enter to your function and in the 'TRIGGER' section copy the Trigger URL
2- Enable and manage fulfillment in Dialogflow
3- Test your Dialogflow messenger.