Lost in all Rasa CALM documentation: discrepancies

Hi, I’ve been trying for days now to implement a first simple Rasa agent with CALM using Ollama but all my intents failed. I’ve tried to find answers in Rasa documentation but it seems to change all the time. For example, I’ve just realized that 2 of my Firefox open tabs with the same URL: Using Python | Rasa.

Issue with Ollama LLM Integration - Port Binding and Quota Exceeded - RASA CALM

I set Huggingface API Key but now, got another error:

2025-03-31 10:16:16 ERROR rasa.dialogue_understanding.generator.flow_retrieval - [error] Failed to populate the FAISS store with the provided flows. error=ProviderClientAPIException(‘Failed to embed documents\nOriginal error: litellm.A…

RASA CALM tutorial: issue with integrating API call step of tutorial

Did you manage to configure Rasa CALM with Ollama in a way it is totally OPENAI independent? Even with Enterprise search, rephrase, etc. functionalities activated? If I try “Huggingface” as embedding model, an API KEY is needed even if documentation mentioned this config as “in-memory” solution.

Still not able to train my model (except if I set flow_retrieval to False but I want to use Enterprise search functionalities).

RASA CALM tutorial - Issues with Rasa inspector locally

Hi Marina, Yes, I did the tutorial and it works. However, “issues” came when I tried to start a new CALM project (rasa init --template calm) which config seems to be quite different. I came across issues with OPENAI quotas restrictions… I try to bypass this issue implementing Ollama LLM models but until now I still have not succeeded.

I go ahead trying to implement basic_flow_with_branching and when I train the model, I notice in logs that action_check_sufficient_funds has been registered and it is now working. I am quite disappointed not to understand why sometimes it works and other times it does not.

I have opened a new ticket because the last step of the Rasa CALM tutorial, when integrating API call to check for sufficient funds before transferring money, does not run as expected: transfer passes even if the amount passed is greater than balance set in ActionCheckSufficientFunds (1000).

I’m still trying to follow the RASA CALM tutorial but the last step when integrating the API call to check for sufficient funds before transferring money does not run as expected and the transfer passes even if the amount passed is greater than balance set in ActionCheckSufficientFunds (1000).

Hi @m_ashurkina, thanks for replying. I did not start a Rasa project since my post here. Today I’ve run rasa init --template tutorial command and now it works! I haven’t changed anything...

I’m new to Rasa and trying to follow the Rasa CALM courses. I use a conda virtual environment where I have set RASA_PRO_LICENSE with my personal token. Then I run rasa init --template tutorial command and all seems to work fine except that the Rasa inspector page that opens is completely blank.