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“Rasa Pro + CALM” development with Github Copilot or the Cursor IDE

post by fanou on Feb 22, 2025

Hi, I am new to Rasa, I started developing an AI Assistant using Rasa Pro + CALM two months ago. I am doing my development in VS Code and I have the Github Copilot plug-in to support my development. I also tried the Cursor IDE. In both cases, the code suggestions I get from Copilot or Cursor are not accurate at all. The code they suggest usually does not work. Both Cursor and Copilot do a better job with the Python Rasa Actions but for everything else YML, flows, configurations etc. the code they suggest is useless. I have being using Copilot and Cursor with other frameworks like Node.js or Vue.js and the code suggestions from both tools are very accurate, 95% of the time the code immediately works. But I am not having the same experience with Rasa Pro.

I had a feeling that the code these AI tools suggest may be for Rasa version previous to v3.11 previous to Rasa Pro + CALM and therefore when I chat with these tools I start my prompt like this: “Project context: Rasa Pro + CALM, CALM-first with flows and remote LLM integration, no ‘stories’ and ‘rules’. You can use NLU triggers and ‘intents’ if you need to.” I thought that this context may force the AI tool to give me specific syntax for Rasa + CALM but I have not been successful with this strategy.

Does anybody know if there is a way to improve the accuracy of Github Copilot or Cursor for Rasa Pro + CALM code suggestions? Are there any other AI tools that may do a better job for Rasa + CALM code? Any thoughts or suggestions on this matter are welcomed.

post by rpsjr on Mar 6, 2025

Rasa PRO Calm is too early so the standards LMs does not knows it’s documentations yet.

U should need an fine-tuned LM to do this work.