# Tutorials, Resources & Videos **URL:** https://forum.rasa.com/c/getting-started-with-rasa/tutorials/11.md?page=1 [Latest](https://forum.rasa.com/latest.md) · [Categories](https://forum.rasa.com/categories.md) · [Tags](https://forum.rasa.com/tags.md) **Page:** 2 --- ## [Deploy Rasa Bot on Cloud Run](https://forum.rasa.com/t/deploy-rasa-bot-on-cloud-run/44507)
**Author:** [@souvikg10](https://forum.rasa.com/u/souvikg10)\ **Replies:** 12\ **Last updated:** [April 13, 2023, 4:10pm UTC](https://forum.rasa.com/t/deploy-rasa-bot-on-cloud-run/44507 "2023-04-13T16:10:58Z")
Hi there, Just created a small example on how to deploy your chatbot on google cloud run which offers 2Gi containers in their free tier with concurrency as well as volume. Free feel to reach out to me if you have any q… --- ## [Chatbot Widget for Rasa using Rest Channel](https://forum.rasa.com/t/chatbot-widget-for-rasa-using-rest-channel/21500)
**Author:** [@JiteshGaikwad](https://forum.rasa.com/u/JiteshGaikwad)\ **Replies:** 35\ **Last updated:** [March 20, 2023, 10:28pm UTC](https://forum.rasa.com/t/chatbot-widget-for-rasa-using-rest-channel/21500 "2023-03-20T22:28:44Z")
Hi Community, I have developed a ChatBot widget easy to connect to RASA bot through Rest Channel. Check it out the code here: Screens: Thanks :slight\_smile: --- ## [Android app integration with Rasa](https://forum.rasa.com/t/android-app-integration-with-rasa/49621)
**Author:** [@Horizon733](https://forum.rasa.com/u/Horizon733)\ **Replies:** 0\ **Last updated:** [November 30, 2021, 8:42am UTC](https://forum.rasa.com/t/android-app-integration-with-rasa/49621 "2021-11-30T08:42:58Z")
Hi, I have made a tutorial on new and updated android application integration with Rasa. You can find link below on how to achieve it. If you have any doubts, feel free to add them --- ## [Rasa + AWS Lambda](https://forum.rasa.com/t/rasa-aws-lambda/17879)
**Author:** [@behnam354](https://forum.rasa.com/u/behnam354)\ **Replies:** 10\ **Last updated:** [March 4, 2023, 1:47am UTC](https://forum.rasa.com/t/rasa-aws-lambda/17879 "2023-03-04T01:47:37Z")
Hello everyone, I was wondering if anyone has any suggestion on how to deploy Rasa in AWS. More specifically: What are the best practices to use Rasa in AWS cloud services? Can we deploy Rasa in AWS Lambda? I’ve notic… --- ## [Deploying chatbot with cloudFoundry](https://forum.rasa.com/t/deploying-chatbot-with-cloudfoundry/30627)
**Author:** [@Shweta\_Mohite](https://forum.rasa.com/u/Shweta_Mohite)\ **Replies:** 1\ **Last updated:** [February 14, 2023, 6:20pm UTC](https://forum.rasa.com/t/deploying-chatbot-with-cloudfoundry/30627 "2023-02-14T18:20:19Z")
I wanted to deploy Rasa chatbot using cloudFoundry, so can anybody please guide me to know how to deploy ? Any help will be appreciated. Thank you ! --- ## [Rasa NLU in Depth - Part 2: Entity Recognition](https://forum.rasa.com/t/rasa-nlu-in-depth-part-2-entity-recognition/5611)
**Author:** [@Tobias\_Wochinger](https://forum.rasa.com/u/Tobias_Wochinger)\ **Replies:** 11\ **Last updated:** [February 13, 2023, 3:03pm UTC](https://forum.rasa.com/t/rasa-nlu-in-depth-part-2-entity-recognition/5611 "2023-02-13T15:03:19Z")
Hi Rasa community! :sunny: we just published part 2 of our three-piece blog post series in which share our best practices and recommendations how to custom-tailor the Rasa NLU pipeline for your individual contextual AI … --- ## [Towards open-domain conversation in Rasa: Blenderbot example](https://forum.rasa.com/t/towards-open-domain-conversation-in-rasa-blenderbot-example/54869)
**Author:** [@artemsnegirev](https://forum.rasa.com/u/artemsnegirev)\ **Replies:** 2\ **Last updated:** [January 30, 2023, 12:21pm UTC](https://forum.rasa.com/t/towards-open-domain-conversation-in-rasa-blenderbot-example/54869 "2023-01-30T12:21:36Z")
Hello! I’ve created an example how to integrate pretrained model called Blenderbot to extend Rasa’s chitchat skills. It is not safe for production, but fun and unexpectedly good. Feel free to share your own ideas to mak… --- ## [Enhacing Rasa NLU models with Custom Components](https://forum.rasa.com/t/enhacing-rasa-nlu-models-with-custom-components/5344)
**Author:** [@Juste](https://forum.rasa.com/u/Juste)\ **Replies:** 44\ **Last updated:** [January 14, 2023, 3:30am UTC](https://forum.rasa.com/t/enhacing-rasa-nlu-models-with-custom-components/5344 "2023-01-14T03:30:34Z")
Enhancing Rasa NLU models with Custom Components Check out our latest tutorial on how to implement custom components and add them to your Rasa NLU pipeline! If you have added custom components to your Rasa NLU models, s… --- ## [The Callback URL or Verify Token couldn't be validated](https://forum.rasa.com/t/the-callback-url-or-verify-token-couldnt-be-validated/44563)
**Author:** [@AbuIshak](https://forum.rasa.com/u/AbuIshak)\ **Replies:** 10\ **Last updated:** [December 28, 2022, 9:48am UTC](https://forum.rasa.com/t/the-callback-url-or-verify-token-couldnt-be-validated/44563 "2022-12-28T09:48:38Z")
I’m facing a weird problem. I have a proper setup for connecting to the Facebook channel. I’ve edited credential.yml as rasa docs. given verify token as my Facebook app name. expose port 5005 with ngrok. when I want to… --- ## [Send email from Rasa chatbot to anyone](https://forum.rasa.com/t/send-email-from-rasa-chatbot-to-anyone/47483)
**Author:** [@Horizon733](https://forum.rasa.com/u/Horizon733)\ **Replies:** 3\ **Last updated:** [December 27, 2022, 7:21pm UTC](https://forum.rasa.com/t/send-email-from-rasa-chatbot-to-anyone/47483 "2022-12-27T19:21:18Z")
Want to send Emails to users from the Rasa chatbot? Here’s a new tutorial explain how to do achieve it. Please let me know if you have any doubts in comments Link: Send Mail from Rasa with Python | Quick Tutorial - Y… --- ## [Reminder bot doesn't work when is deployed in docker compose](https://forum.rasa.com/t/reminder-bot-doesnt-work-when-is-deployed-in-docker-compose/55451)
**Author:** [@jtt0](https://forum.rasa.com/u/jtt0)\ **Replies:** 0\ **Last updated:** [September 21, 2022, 9:38pm UTC](https://forum.rasa.com/t/reminder-bot-doesnt-work-when-is-deployed-in-docker-compose/55451 "2022-09-21T21:38:56Z")
Hello everyone, I have tested the reminder bot example and it works perfectly when I deploy it locally using the following commands: rasa train ### To train the model rasa run actions ### To run the action server rasa … --- ## [Use keywords present on utterances to trigger intent](https://forum.rasa.com/t/use-keywords-present-on-utterances-to-trigger-intent/56381)
**Author:** [@eandread](https://forum.rasa.com/u/eandread)\ **Replies:** 0\ **Last updated:** [December 2, 2022, 7:45am UTC](https://forum.rasa.com/t/use-keywords-present-on-utterances-to-trigger-intent/56381 "2022-12-02T07:45:03Z")
I’m kida new in this so please bare with me I have two kind of intents, let’s say: intent\_general i need to pay for my insurance intent\_car i need to pay my for car insurance i need to somehow only trigger intent\_ca… --- ## [Rasa Sara : problems with action server](https://forum.rasa.com/t/rasa-sara-problems-with-action-server/39375)
**Author:** [@vijmeister](https://forum.rasa.com/u/vijmeister)\ **Replies:** 1\ **Last updated:** [October 26, 2022, 10:08pm UTC](https://forum.rasa.com/t/rasa-sara-problems-with-action-server/39375 "2022-10-26T22:08:33Z")
I am trying to run Sara (GitHub - RasaHQ/rasa-demo: 🐯 Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack) and I have problems chatting and utilizing the action server. … --- ## [My version of rasa does not match Udemy Course Version - Is this a problem?](https://forum.rasa.com/t/my-version-of-rasa-does-not-match-udemy-course-version-is-this-a-problem/48868)
**Author:** [@Tester01](https://forum.rasa.com/u/Tester01)\ **Replies:** 3\ **Last updated:** [September 21, 2022, 10:22am UTC](https://forum.rasa.com/t/my-version-of-rasa-does-not-match-udemy-course-version-is-this-a-problem/48868 "2022-09-21T10:22:35Z")
Hi, I have started taking the Udemy certification course thanks to @stephens recommendation on a different thread. (Here’s the link to the course have to me: https://www.udemy.com/course/rasa-certification-workshop/) … --- ## [Get rasa chatbot reponses](https://forum.rasa.com/t/get-rasa-chatbot-reponses/55256)
**Author:** [@deeksha1](https://forum.rasa.com/u/deeksha1)\ **Replies:** 1\ **Last updated:** [September 9, 2022, 12:05pm UTC](https://forum.rasa.com/t/get-rasa-chatbot-reponses/55256 "2022-09-09T12:05:13Z")
How can i get the rasa chatbot user answers or is there any way to store user input? For example: user has clicked on a button, how can I know what the user have chosen? --- ## [Add calendar to my bot](https://forum.rasa.com/t/add-calendar-to-my-bot/45330)
**Author:** [@rahma](https://forum.rasa.com/u/rahma)\ **Replies:** 10\ **Last updated:** [September 8, 2022, 3:43pm UTC](https://forum.rasa.com/t/add-calendar-to-my-bot/45330 "2022-09-08T15:43:41Z")
hi , i want to add calendar to my bot in order to fill slot date , is that possible with rasa ? can somebody please quide me ? thank you --- ## [Integrating Rasa with another NLU](https://forum.rasa.com/t/integrating-rasa-with-another-nlu/55103)
**Author:** [@hware](https://forum.rasa.com/u/hware)\ **Replies:** 0\ **Last updated:** [September 1, 2022, 12:40am UTC](https://forum.rasa.com/t/integrating-rasa-with-another-nlu/55103 "2022-09-01T00:40:51Z")
Hi, I have some existing NLU which can produce useful annotations: large ontologies among others. I’d like to run this first and use the output of that as input to Rasa NLU: I’m imagining doing this with inline annota… --- ## [Duckling.rasa.com is no longer available?](https://forum.rasa.com/t/duckling-rasa-com-is-no-longer-available/54939)
**Author:** [@tinyapps](https://forum.rasa.com/u/tinyapps)\ **Replies:** 2\ **Last updated:** [August 20, 2022, 5:33pm UTC](https://forum.rasa.com/t/duckling-rasa-com-is-no-longer-available/54939 "2022-08-20T17:33:35Z")
Hello, I have old (1 year or more) RASA project. Today I found that duckling.rasa.com:8000 is no longer available? Is it a temporary problem or duckling.rasa.com is no longer supported? Best regards: V --- ## [Saving conversations in mysql database](https://forum.rasa.com/t/saving-conversations-in-mysql-database/33941)
**Author:** [@gaushh](https://forum.rasa.com/u/gaushh)\ **Replies:** 2\ **Last updated:** [July 7, 2022, 1:04pm UTC](https://forum.rasa.com/t/saving-conversations-in-mysql-database/33941 "2022-07-07T13:04:43Z")
I am using SQL tracker store. Storing trackers this way allows to query the event database by sender\_id, timestamp, action name, intent name and typename. But, I want to store more information to my database like intent … --- ## [Deploy Rasa on Cloud for Free!](https://forum.rasa.com/t/deploy-rasa-on-cloud-for-free/50769)
**Author:** [@Horizon733](https://forum.rasa.com/u/Horizon733)\ **Replies:** 5\ **Last updated:** [July 5, 2022, 4:00pm UTC](https://forum.rasa.com/t/deploy-rasa-on-cloud-for-free/50769 "2022-07-05T16:00:52Z")
Hi, I have added a tutorial on how to deploy Rasa bot on Cloud for Free. Below you can find links and If you have any questions feel free to add them here. --- ## [ERROR: Failed building wheel for ujson while installing rasa x using pip](https://forum.rasa.com/t/error-failed-building-wheel-for-ujson-while-installing-rasa-x-using-pip/31377)
**Author:** [@venkattejaRaavi](https://forum.rasa.com/u/venkattejaRaavi)\ **Replies:** 7\ **Last updated:** [July 4, 2022, 11:14am UTC](https://forum.rasa.com/t/error-failed-building-wheel-for-ujson-while-installing-rasa-x-using-pip/31377 "2022-07-04T11:14:13Z")
I am getting an Error while installing rasa x using pip pip version- 20.1.1 python version - 3.6 OS: ubuntu 20.04 ERROR: Failed building wheel for ujson. Building wheels for collected packages: ujson Building wheel for… --- ## [ImagePullBackOff error in deployment](https://forum.rasa.com/t/imagepullbackoff-error-in-deployment/38132)
**Author:** [@gaushh](https://forum.rasa.com/u/gaushh)\ **Replies:** 4\ **Last updated:** [June 28, 2022, 5:04am UTC](https://forum.rasa.com/t/imagepullbackoff-error-in-deployment/38132 "2022-06-28T05:04:44Z")
We are using quick install script rn for deployment. For custom channel and action we pull images from our private ECR repo. The ec2 instance is shut down daily in the night (when it is not being used). Now, when the in… --- ## [Empty Response on http://localhost:5005/webhooks/rest/webhook](https://forum.rasa.com/t/empty-response-on-http-localhost-5005-webhooks-rest-webhook/41311)
**Author:** [@DrEvil75](https://forum.rasa.com/u/DrEvil75)\ **Replies:** 4\ **Last updated:** [June 20, 2022, 11:03am UTC](https://forum.rasa.com/t/empty-response-on-http-localhost-5005-webhooks-rest-webhook/41311 "2022-06-20T11:03:59Z")
Hello Forum, i’ve built a rasa assistent and i can communicate with the bot via Webchat and some other channels. I’ve activated the rest: channel in the credentials.yml. When i POST with a REST-Client to the URL “http:… --- ## [RASA error "ActionNotFoundException: Cannot access action 'action\_facility\_search', as that name is not a registered action for this domain"](https://forum.rasa.com/t/rasa-error-actionnotfoundexception-cannot-access-action-action-facility-search-as-that-name-is-not-a-registered-action-for-this-domain/36231)
**Author:** [@sathsaraRasantha](https://forum.rasa.com/u/sathsaraRasantha)\ **Replies:** 6\ **Last updated:** [May 18, 2022, 6:29pm UTC](https://forum.rasa.com/t/rasa-error-actionnotfoundexception-cannot-access-action-action-facility-search-as-that-name-is-not-a-registered-action-for-this-domain/36231 "2022-05-18T18:29:53Z")
I am trying to follow the RASA Masterclass tutorial with RASA 2.0. And I’m keep getting the error “ActionNotFoundException: Cannot access action ‘action\_facility\_search’, as that name is not a registered action for this … --- ## [Rasa Installation On Windows 10](https://forum.rasa.com/t/rasa-installation-on-windows-10/20258)
**Author:** [@bibin765](https://forum.rasa.com/u/bibin765)\ **Replies:** 6\ **Last updated:** [May 9, 2022, 6:17pm UTC](https://forum.rasa.com/t/rasa-installation-on-windows-10/20258 "2022-05-09T18:17:21Z")
We can use this thread to address to problems faced in Installation on windows 10… The problems i faces while installing is httptools packageNotFound Error - resolve this by installing httptools separately using ‘pip … --- ## [YamlValidationException: Failed to validate domain file](https://forum.rasa.com/t/yamlvalidationexception-failed-to-validate-domain-file/37476)
**Author:** [@sakar](https://forum.rasa.com/u/sakar)\ **Replies:** 16\ **Last updated:** [April 25, 2022, 3:04am UTC](https://forum.rasa.com/t/yamlvalidationexception-failed-to-validate-domain-file/37476 "2022-04-25T03:04:05Z")
I am facing below error when I train rasa, error : Please make sure the file is correct and all mandatory paramet ers are specified. Here are the errors found during validation i have attached my domain file and it giv… --- ## [Working on a Fitness trainer Bot](https://forum.rasa.com/t/working-on-a-fitness-trainer-bot/38798)
**Author:** [@yashvardhan](https://forum.rasa.com/u/yashvardhan)\ **Replies:** 4\ **Last updated:** [March 27, 2022, 10:46pm UTC](https://forum.rasa.com/t/working-on-a-fitness-trainer-bot/38798 "2022-03-27T22:46:19Z")
Hey guys! So I want to build a fitness trainer bot that basically helps a user with their workouts/Diet, Is RASA NLU a good platform for this use case? Also, I’m very new to chatbot development so if anyone can give any… --- ## [Store an image in a Slot?](https://forum.rasa.com/t/store-an-image-in-a-slot/38129)
**Author:** [@wvalverde67](https://forum.rasa.com/u/wvalverde67)\ **Replies:** 4\ **Last updated:** [March 21, 2022, 2:33pm UTC](https://forum.rasa.com/t/store-an-image-in-a-slot/38129 "2022-03-21T14:33:16Z")
Hello everyone ¿It is possible to store an image provided by the user into a Slot or any other RASA object? ¿And then, use a custom action to store it in a DB? ¿Has anyone done that? thanks in advance --- ## [rasa.core.lock\_store.LockError: Could not acquire lock for conversation\_id](https://forum.rasa.com/t/rasa-core-lock-store-lockerror-could-not-acquire-lock-for-conversation-id/30270)
**Author:** [@SriSatyaLokesh](https://forum.rasa.com/u/SriSatyaLokesh)\ **Replies:** 4\ **Last updated:** [March 17, 2022, 5:32am UTC](https://forum.rasa.com/t/rasa-core-lock-store-lockerror-could-not-acquire-lock-for-conversation-id/30270 "2022-03-17T05:32:15Z")
2020-06-16T11:10:57.397296888Z rasa.core.lock\_store.LockError: Could not acquire lock for conversation\_id 'arjunnewfd-180-4'. 2020-06-16T11:10:57.397869808Z 2020-06-16 11:10:57 ERROR rasa.core.channels.channel - An … --- ## [Rasa based frameworks - Kairon & Botfront](https://forum.rasa.com/t/rasa-based-frameworks-kairon-botfront/51967)
**Author:** [@cloudai](https://forum.rasa.com/u/cloudai)\ **Replies:** 3\ **Last updated:** [March 16, 2022, 10:07am UTC](https://forum.rasa.com/t/rasa-based-frameworks-kairon-botfront/51967 "2022-03-16T10:07:23Z")
Hi! I wrote about my experiences and the differences and pros/cons between Rasa and Rasa based frameworks such as Kairon & Botfront. And of course - all are open source. Hope you’ll find it useful - 3 Top ways to build … [Previous page](https://forum.rasa.com/c/getting-started-with-rasa/tutorials/11.md) [Next page](https://forum.rasa.com/c/getting-started-with-rasa/tutorials/11.md?page=2)