Hi all, Now i am running rasa and actions in two-terminal. I want to run as a service. How can i do this?

[image] kabeer: rasa Rasa Version: 1.5.3 Python Version : 3.7 OS : Debian 10 First, you have to create a service file in /etc/systemd/system/ nano /etc/systemd/system/rasa-core.service [Unit] Description=Rasa-Core After=multi-user.target [Service] Type=simple WorkingDirectory=<path-to-rasa-project-directory> ExecStart=<path-to-python-bin>/bin/python3 -m rasa run --cors '*' --model <path-to-rasa-project-directory>/models/ --endpoints <path-to-rasa-project-directory>/endpoints.yml --credentials <path-to-rasa-project-directory>/credentials.yml User=root Group=daemon Then run: systemctl daemon-reload Start service: service rasa-core start Check Status: service rasa-core status To run action server as service : nano /etc/systemd/system/rasa-action.service [Unit] Description=Rasa-Action After=multi-user.target [Service] Type=simple WorkingDirectory=<path-to-rasa-project-directory> ExecStart=<path-to-python-bin>/bin/python3 -m rasa_sdk --actions actions User=root Group=daemon Then run: systemctl daemon-reload Start service: service rasa-action start Check Status: service rasa-action status I am using root user to run my service and python virtual environment so I am passing different python path. I hope it will help :slight_smile:

Not sure, what you call a service. If you want to run everything in a single terminal just start the action server in the background, but the on-screen log will get messier. So make sure to write everything to files.

Now i am running the rasa using rasa run --enable-api --cors "*" and for actions rasa run actions in another terminal. When i close these terminal the rasa stops. So i want to run like sudo service rasa start. How can i do this?

I tried what ShreyasNayak posted, and it kinda works. When I start the core service it executes right, but as soon as I try to talk with the bot the core service crashes with this msg: Feb 14 14:47:32 instance-2 python3[8231]: 2020-02-14 14:47:32 DEBUG rasa.core.processor - Logged UserUtterance - tracker now has 4 events. Feb 14 14:47:32 instance-2 python3[8231]: 2020-02-14 14:47:32 DEBUG rasa.core.policies.memoization - Current tracker state [None, None, No Feb 14 14:47:32 instance-2 python3[8231]: 2020-02-14 14:47:32 DEBUG rasa.core.policies.memoization - There is no memorised next action Feb 14 14:47:32 instance-2 python3[8231]: 2020-02-14 14:47:32 DEBUG rasa.core.policies.form_policy - There is no active form Feb 14 14:47:32 instance-2 python3[8231]: 2020-02-14 14:47:32 DEBUG rasa.core.policies.fallback - NLU confidence threshold met, confidence Feb 14 14:47:32 instance-2 python3[8231]: 2020-02-14 14:47:32 DEBUG rasa.core.policies.ensemble - Predicted next action using policy_0_Ker Feb 14 14:47:32 instance-2 python3[8231]: 2020-02-14 14:47:32 DEBUG rasa.core.processor - Predicted next action 'action_comienzo' with con Feb 14 14:47:32 instance-2 python3[8231]: 2020-02-14 14:47:32 DEBUG rasa.core.actions.action - Calling action endpoint to run action 'acti Feb 14 14:47:33 instance-2 systemd[1]: chatbot_core.service: Main process exited, code=killed, status=11/SEGV Feb 14 14:47:33 instance-2 systemd[1]: chatbot_core.service: Failed with result 'signal'. If I run the core from a terminal it works at usual, but if I do it from the service that error happens. Does anyone have the same issue or know how to solve it? Im working on Ubuntu 18.04 and Rasa-1.7.0

It happens right after the action server is called. Is an action server running? If yes, does it get the request? If yes, does it work as intended or is there an exception? Just trying to guess, what the problem is.

Hi @ShreyasNayak , Thanks for the service. Can you also add an argument for logging actions into a file? I tried using piping to file. But no luck. I’m a newbie to Linux. Thanks

[image] ShreyasNayak: Hi @vsatyav007 [ My environment, Rasa Version: 1.5.3 Python Version: 3.7 OS: Debian 10 ] RASA Core: If you want to log rasa-core, you can use command-line arguments --log-file ExecStart=<path-to-python-bin>/bin/python3 -m rasa run --cors '*' --model <path-to-rasa-project-directory>/models/ --endpoints <path-to-rasa-project-directory>/endpoints.yml --credentials <path-to-rasa-project-directory>/credentials.yml --log-file /var/log/rasa_core.log RASA Action Server: If you want to log rasa-action-server, I don’t think there is something like --log-file But I am using logging python libraries, But it won’t capture all message (Which we see when we run from the terminal ) import logging logging.basicConfig(level=logging.INFO) logger = logging.getLogger(__name__) # create a file handler handler = logging.FileHandler('/var/log/rasa_action_server.log') handler.setLevel(logging.INFO) # create a logging format formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s') handler.setFormatter(formatter) # add the file handler to the logger logger.addHandler(handler) logger.info('Action Server is running') Also, you can try journalctl command journalctl --unit your_service_name.service --lines=100 There are so many command line arguments in journalctl to filer the log If I get some better solution I will post it here :slightly_smiling_face:

Can you try to run this command in terminal, /home/ips-136/venv/bin/python3 -m rasa run --cors’*’ --model /home/ips-136/rasa-chatbot-master/bot/models/ --endpoints /home/ips-136/rasa-c Is it running? If No, is there any error?

Can you share, what error you are getting :slightly_smiling_face: ( When you run from terminal )

hey this command runs bot did not complete conversation.

How to run rasa as service in linux?

Rasa Open Source

darpant-289 (Darpant 289) July 20, 2021, 5:04am 21

Hi I have created service and bot runs very well in my system . but when I run rasa using local ip in other system then It does not give any response. can you please help on out this .?

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How to run rasa as service in linux?

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