# \#rasa **URL:** https://forum.rasa.com/tag/rasa/34.md [Latest](https://forum.rasa.com/latest.md) · [Categories](https://forum.rasa.com/categories.md) · [Tags](https://forum.rasa.com/tags.md) --- ## [Source (rasa-plus): Authorization error accessing https://europe-west3-python.pkg.dev/rasa-releases/rasa-plus-py/simple/rasa-plus/](https://forum.rasa.com/t/source-rasa-plus-authorization-error-accessing-https-europe-west3-python-pkg-dev-rasa-releases-rasa-plus-py-simple-rasa-plus/68274)
**Author:** [@AdrianMweetwa](https://forum.rasa.com/u/AdrianMweetwa)\ **Replies:** 0\ **Last updated:** [November 25, 2025, 12:24am UTC](https://forum.rasa.com/t/source-rasa-plus-authorization-error-accessing-https-europe-west3-python-pkg-dev-rasa-releases-rasa-plus-py-simple-rasa-plus/68274 "2025-11-25T00:24:12Z")
Am getting the following error when am trying to deploy my bot on Render 2025-11-25T00:00:38.936089496Z Updating dependencies 2025-11-25T00:00:38.93631855Z Resolving dependencies… 2025-11-25T00:00:40.3900558Z Source… --- ## [👋 Meet Hello Rasa - a faster way to get started with Rasa](https://forum.rasa.com/t/meet-hello-rasa-a-faster-way-to-get-started-with-rasa/67994)
**Author:** [@shauna](https://forum.rasa.com/u/shauna)\ **Replies:** 2\ **Last updated:** [September 26, 2025, 12:27pm UTC](https://forum.rasa.com/t/meet-hello-rasa-a-faster-way-to-get-started-with-rasa/67994 "2025-09-26T12:27:27Z")
Hi everyone! We’ve been working on something new we’d like to share with you: Hello Rasa :sparkles: — a lightweight playground with a built-in Rasa Copilot to make getting started with Rasa a lot faster :rocket:. Befor… --- ## [3.13 Launched 🚀](https://forum.rasa.com/t/3-13-launched/67497)
**Author:** [@Lauren-Goerz](https://forum.rasa.com/u/Lauren-Goerz)\ **Replies:** 2\ **Last updated:** [July 23, 2025, 1:21pm UTC](https://forum.rasa.com/t/3-13-launched/67497 "2025-07-23T13:21:09Z")
:rocket: Rasa Pro 3.13 is here! :rocket: We’re excited to share the latest updates in Rasa Pro 3.13 with powerful new features for managing sensitive data, refining enterprise search, and enhancing voice experiences. He… --- ## [Rasa Train Model API Response](https://forum.rasa.com/t/rasa-train-model-api-response/66922)
**Author:** [@BimaAdhityaS](https://forum.rasa.com/u/BimaAdhityaS)\ **Replies:** 0\ **Last updated:** [April 30, 2025, 4:47pm UTC](https://forum.rasa.com/t/rasa-train-model-api-response/66922 "2025-04-30T16:47:29Z")
Hello is there no way to retrieve the model file name after training the model via API?. If the training succeded it return giberish or encrypted response. It would be nice to atleast tell me the model file name So i cou… --- ## [3.12 Launched 🚀](https://forum.rasa.com/t/3-12-launched/66729)
**Author:** [@Lauren-Goerz](https://forum.rasa.com/u/Lauren-Goerz)\ **Replies:** 2\ **Last updated:** [April 15, 2025, 2:42pm UTC](https://forum.rasa.com/t/3-12-launched/66729 "2025-04-15T14:42:12Z")
:rocket: Rasa 3.12 is here! :rocket: We’re excited to announce the release of Rasa 3.12, we have some new features for multilingual and voice assistants. Here are some of the highlights: :speaking\_head: Genesys Cloud V… --- ## [Proposal: Refactoring train() in model\_training.py for Maintainability & DDD Alignment](https://forum.rasa.com/t/proposal-refactoring-train-in-model-training-py-for-maintainability-ddd-alignment/66715)
**Author:** [@ljm0223](https://forum.rasa.com/u/ljm0223)\ **Replies:** 0\ **Last updated:** [April 9, 2025, 1:15am UTC](https://forum.rasa.com/t/proposal-refactoring-train-in-model-training-py-for-maintainability-ddd-alignment/66715 "2025-04-09T01:15:37Z")
Hi Rasa Team & Contributors, We are Team Error 404, a group of students from Iowa State University currently enrolled in Software Architecture and Design (SE 309). We’ve spent the past few weeks diving into Rasa’s codeb… --- ## [Applying Domain-Driven Design in Rasa Open Source: Insights & Suggestions](https://forum.rasa.com/t/applying-domain-driven-design-in-rasa-open-source-insights-suggestions/66714)
**Author:** [@ljm0223](https://forum.rasa.com/u/ljm0223)\ **Replies:** 0\ **Last updated:** [April 9, 2025, 1:09am UTC](https://forum.rasa.com/t/applying-domain-driven-design-in-rasa-open-source-insights-suggestions/66714 "2025-04-09T01:09:38Z")
Hey everyone Me and my team are from Iowa State University Software Architecture and Design class, and we’ve been digging into Domain-Driven Design (DDD) principles while exploring the Rasa Open Source project; and want… --- ## [First Chatbot doesn't start](https://forum.rasa.com/t/first-chatbot-doesnt-start/66631)
**Author:** [@uwelab](https://forum.rasa.com/u/uwelab)\ **Replies:** 0\ **Last updated:** [March 27, 2025, 3:41pm UTC](https://forum.rasa.com/t/first-chatbot-doesnt-start/66631 "2025-03-27T15:41:36Z")
I’m completely new and I’ve never worked nor with AI neither wit RASA. I’d like to create my first a chatbot as described in the documents. I work with RASA-PRO under Linux Ubuntu. In the docs first I’ve locally install… --- ## [Hi to everybody](https://forum.rasa.com/t/hi-to-everybody/66630)
**Author:** [@uwelab](https://forum.rasa.com/u/uwelab)\ **Replies:** 0\ **Last updated:** [March 27, 2025, 3:01pm UTC](https://forum.rasa.com/t/hi-to-everybody/66630 "2025-03-27T15:01:33Z")
I’m new to Rasa and I’ve never programmed any AI. Now I’m doing the introducing tutorial of the docs. --- ## [3.11 Launched 🚀](https://forum.rasa.com/t/3-11-launched/65298)
**Author:** [@Lauren-Goerz](https://forum.rasa.com/u/Lauren-Goerz)\ **Replies:** 1\ **Last updated:** [March 10, 2025, 8:27am UTC](https://forum.rasa.com/t/3-11-launched/65298 "2025-03-10T08:27:06Z")
In case you missed it, Rasa 3.11 is live! Check out the changelog here. Rasa Pro 3.11 highlights: :card\_index\_dividers: Multi-LLM Routing: Manage multiple subscription LLMs in model\_groups in the endpoints.yml file. A… --- ## [I’m facing a timeout error in the Rasa server](https://forum.rasa.com/t/i-m-facing-a-timeout-error-in-the-rasa-server/64787)
**Author:** [@ranjitha](https://forum.rasa.com/u/ranjitha)\ **Replies:** 0\ **Last updated:** [December 10, 2024, 7:44am UTC](https://forum.rasa.com/t/i-m-facing-a-timeout-error-in-the-rasa-server/64787 "2024-12-10T07:44:47Z")
I’m facing a timeout error in the Rasa server. Can someone help me with this issue? The API is taking more than 1 minute, so after 1 minute, the Rasa server is getting a timeout.2024-12-10 11:47:18 INFO root - Rasa serve… --- ## [Rasa Whatsapp](https://forum.rasa.com/t/rasa-whatsapp/43071)
**Author:** [@KheireddineAzzez](https://forum.rasa.com/u/KheireddineAzzez)\ **Replies:** 4\ **Last updated:** [October 25, 2023, 8:59am UTC](https://forum.rasa.com/t/rasa-whatsapp/43071 "2023-10-25T08:59:01Z")
How can i use Whatsapp Interactive Message Templates with Rasa --- ## [Issue connecting RASA PRO CALM with LLM on self-hosted vllm server: Hosted\_vllmException - 'str' object has no attribute 'model\_dump'](https://forum.rasa.com/t/issue-connecting-rasa-pro-calm-with-llm-on-self-hosted-vllm-server-hosted-vllmexception-str-object-has-no-attribute-model-dump/64640)
**Author:** [@vamshi2592](https://forum.rasa.com/u/vamshi2592)\ **Replies:** 2\ **Last updated:** [November 28, 2024, 11:54am UTC](https://forum.rasa.com/t/issue-connecting-rasa-pro-calm-with-llm-on-self-hosted-vllm-server-hosted-vllmexception-str-object-has-no-attribute-model-dump/64640 "2024-11-28T11:54:12Z")
Hi, I’m trying to connect a self-hosted Qwen model on vLLM server in SingleStepLLMCommandGenerator. Below is my config.yml: But I’m getting the following error: rasa.dialogue\_understanding.generator.llm\_based\_comma… --- ## [Rasa Pro Tutorial with Azure OpenAI Service not working](https://forum.rasa.com/t/rasa-pro-tutorial-with-azure-openai-service-not-working/61810)
**Author:** [@aoezdTchibo](https://forum.rasa.com/u/aoezdTchibo)\ **Replies:** 7\ **Last updated:** [November 6, 2024, 2:07pm UTC](https://forum.rasa.com/t/rasa-pro-tutorial-with-azure-openai-service-not-working/61810 "2024-11-06T14:07:01Z")
Greetings! I am having problems running the Rasa Pro tutorial locally. My config.yml looks like this: recipe: default.v1 language: en pipeline: - name: LLMCommandGenerator llm: model\_name: gpt-3.5-turbo api\_t… --- ## [LIVE CODING SESSION: Build a Cost-Efficient Conversational AI with Fine-Tuned Models](https://forum.rasa.com/t/live-coding-session-build-a-cost-efficient-conversational-ai-with-fine-tuned-models/63507)
**Author:** [@hugobowne](https://forum.rasa.com/u/hugobowne)\ **Replies:** 0\ **Last updated:** [September 23, 2024, 4:26am UTC](https://forum.rasa.com/t/live-coding-session-build-a-cost-efficient-conversational-ai-with-fine-tuned-models/63507 "2024-09-23T04:26:27Z")
Join us for an in-depth live coding session where we’ll explore building powerful, domain-agnostic assistants using fine-tuned smaller models and Rasa’s CALM paradigm. This session will focus on creating efficient conver… --- ## [CALM OFFICE HOURS: LEARN FROM THE EXPERTS! Sept 23 🤖](https://forum.rasa.com/t/calm-office-hours-learn-from-the-experts-sept-23/63506)
**Author:** [@hugobowne](https://forum.rasa.com/u/hugobowne)\ **Replies:** 0\ **Last updated:** [September 23, 2024, 4:24am UTC](https://forum.rasa.com/t/calm-office-hours-learn-from-the-experts-sept-23/63506 "2024-09-23T04:24:14Z")
Bring your questions and join us for a session on building AI assistants using CALM with the experts (register here!): Alan Nichol - Co-founder and CTO of Rasa ​Shailendra Paliwal - Senior Software Engineer, Rasa ​Souv… --- ## [Sending additional data to RASA server in REST request](https://forum.rasa.com/t/sending-additional-data-to-rasa-server-in-rest-request/63370)
**Author:** [@Jahanzeb32](https://forum.rasa.com/u/Jahanzeb32)\ **Replies:** 1\ **Last updated:** [September 19, 2024, 4:12am UTC](https://forum.rasa.com/t/sending-additional-data-to-rasa-server-in-rest-request/63370 "2024-09-19T04:12:19Z")
Hi everybody! I am trying to send and access additional data aside from a text message to RASA via a REST call but am unable to do so. The following is the usual request body for sending and receiving text messages: { “s… --- ## [GitHub - RasaHQ/tourist-agency-calm: Tourist agency example with CALM approach](https://forum.rasa.com/t/github-rasahq-tourist-agency-calm-tourist-agency-example-with-calm-approach/63305)
**Author:** [@Niru](https://forum.rasa.com/u/Niru)\ **Replies:** 6\ **Last updated:** [September 9, 2024, 2:19pm UTC](https://forum.rasa.com/t/github-rasahq-tourist-agency-calm-tourist-agency-example-with-calm-approach/63305 "2024-09-09T14:19:35Z")
I was trying to run the project, when i run using rasa train, i am getting error- Encountered empty domain during validation. seems there is no domain.py instead of that there multiple .py file inside domain folder… c… --- ## [Rasa chatbot on Instagram](https://forum.rasa.com/t/rasa-chatbot-on-instagram/51762)
**Author:** [@rafaelinacio](https://forum.rasa.com/u/rafaelinacio)\ **Replies:** 9\ **Last updated:** [August 27, 2024, 7:23pm UTC](https://forum.rasa.com/t/rasa-chatbot-on-instagram/51762 "2024-08-27T19:23:27Z")
Rasa chatbot on Instagram Vídeo Youtube Overview This document is intended to help you to deploy your rasa Chatbot (Custom Connectors), for Instagram. Instagram Setup First, you need to set up a Facebook Page and an a… --- ## [Rasa integrate with whatsapp api](https://forum.rasa.com/t/rasa-integrate-with-whatsapp-api/4429)
**Author:** [@akshay27](https://forum.rasa.com/u/akshay27)\ **Replies:** 25\ **Last updated:** [September 12, 2022, 6:35am UTC](https://forum.rasa.com/t/rasa-integrate-with-whatsapp-api/4429 "2022-09-12T06:35:51Z")
Can Rasa integrate with whatsapp api ,if yes then how? --- ## [CALM Quickstart Guide](https://forum.rasa.com/t/calm-quickstart-guide/62992)
**Author:** [@Lauren-Goerz](https://forum.rasa.com/u/Lauren-Goerz)\ **Replies:** 0\ **Last updated:** [August 12, 2024, 12:48pm UTC](https://forum.rasa.com/t/calm-quickstart-guide/62992 "2024-08-12T12:48:27Z")
Hello Everyone, If you’re looking for a quick and easy way to try out Rasa’s CALM approach, be sure to check out the new GitHub Codespace created by the Rasa Team. It helps you get CALM up and running in just few minute… --- ## [Rasa CALM: Could not import huggingface\_hub python package](https://forum.rasa.com/t/rasa-calm-could-not-import-huggingface-hub-python-package/61844)
**Author:** [@steveplexagon](https://forum.rasa.com/u/steveplexagon)\ **Replies:** 2\ **Last updated:** [August 3, 2024, 11:12am UTC](https://forum.rasa.com/t/rasa-calm-could-not-import-huggingface-hub-python-package/61844 "2024-08-03T11:12:56Z")
When attempting to run a model from Huggingface, getting an error about the H.F. package even though I have loaded it into the environment with pip as per the error msg: “Please install it with pip install huggingface\_h… --- ## [Regarding Huggingface as LLM provider](https://forum.rasa.com/t/regarding-huggingface-as-llm-provider/62907)
**Author:** [@Sanjukta.bs](https://forum.rasa.com/u/Sanjukta.bs)\ **Replies:** 0\ **Last updated:** [August 3, 2024, 8:06am UTC](https://forum.rasa.com/t/regarding-huggingface-as-llm-provider/62907 "2024-08-03T08:06:30Z")
Hello, I am trying to build a chatbot using calm but I dont have access to openAI or ollama and I need to use a local llm for my project. I have downloaded a gguf from huggingface in my local and now i want to pass it in… --- ## [Having error when trying to send a greating massage](https://forum.rasa.com/t/having-error-when-trying-to-send-a-greating-massage/62452)
**Author:** [@redanaser](https://forum.rasa.com/u/redanaser)\ **Replies:** 2\ **Last updated:** [July 10, 2024, 12:10pm UTC](https://forum.rasa.com/t/having-error-when-trying-to-send-a-greating-massage/62452 "2024-07-10T12:10:32Z")
im using cohere api key , first i’ve runned rasa init --template tutorial , then i have runned (rasa train) ,finally rasa inspect , on (http://localhost:5005/webhooks/inspector/inspect.html) when i try to send a massa… --- ## [Query in relation to breaking the rasa bot from its vicious story loop](https://forum.rasa.com/t/query-in-relation-to-breaking-the-rasa-bot-from-its-vicious-story-loop/62504)
**Author:** [@Jatin\_0903](https://forum.rasa.com/u/Jatin_0903)\ **Replies:** 0\ **Last updated:** [July 3, 2024, 9:06pm UTC](https://forum.rasa.com/t/query-in-relation-to-breaking-the-rasa-bot-from-its-vicious-story-loop/62504 "2024-07-03T21:06:48Z")
I created a Generative AI Lead Generation Chatbot, and there I added a story below: story: greet and answer mortgage question steps: - intent: greet - action: utter\_greet - intent: mood\_great - action: utter\_great - in… --- ## [Issue with displaying messages using dispatcher in Rasa bot connected to Azure Bot on Teams](https://forum.rasa.com/t/issue-with-displaying-messages-using-dispatcher-in-rasa-bot-connected-to-azure-bot-on-teams/61189)
**Author:** [@cristianrocha97](https://forum.rasa.com/u/cristianrocha97)\ **Replies:** 14\ **Last updated:** [April 24, 2024, 1:42pm UTC](https://forum.rasa.com/t/issue-with-displaying-messages-using-dispatcher-in-rasa-bot-connected-to-azure-bot-on-teams/61189 "2024-04-24T13:42:26Z")
Hello! I developed a bot using Rasa, and it’s currently connected to an Azure Bot via a webhook, and I have it activated on the Teams channel. In general, it’s functioning normally and provides responses within the Team… --- ## [Community Memo on Rasa-Pro launch!](https://forum.rasa.com/t/community-memo-on-rasa-pro-launch/55923)
**Author:** [@sonam](https://forum.rasa.com/u/sonam)\ **Replies:** 16\ **Last updated:** [April 5, 2024, 3:04pm UTC](https://forum.rasa.com/t/community-memo-on-rasa-pro-launch/55923 "2024-04-05T15:04:57Z")
Hey Everyone, I am happy to share that a new commercial product has been released today. Rasa Pro is powered by Rasa Open Source and has been built to effectively respond to enterprise needs for security, observability,… --- ## [Rasa socket url not working on https secure link but working fine on http](https://forum.rasa.com/t/rasa-socket-url-not-working-on-https-secure-link-but-working-fine-on-http/61238)
**Author:** [@AmeyChavan](https://forum.rasa.com/u/AmeyChavan)\ **Replies:** 5\ **Last updated:** [March 14, 2024, 4:27am UTC](https://forum.rasa.com/t/rasa-socket-url-not-working-on-https-secure-link-but-working-fine-on-http/61238 "2024-03-14T04:27:41Z")
I’m trying to integrate rasa bot to the secure https website but when I add the secure https socketURL it give’s error on console but When I try the same thing with Http socket URL then it’s working totally fine can s… --- ## [Clear chats in Rasa webchat](https://forum.rasa.com/t/clear-chats-in-rasa-webchat/50768)
**Author:** [@Horizon733](https://forum.rasa.com/u/Horizon733)\ **Replies:** 14\ **Last updated:** [March 12, 2024, 10:09am UTC](https://forum.rasa.com/t/clear-chats-in-rasa-webchat/50768 "2024-03-12T10:09:12Z")
Hi. I have added tutorial on how to clear chats in Rasa webchat widget. Below is the link: --- ## [Rasa QnA for Rasa LLM Community Challenge 🚀](https://forum.rasa.com/t/rasa-qna-for-rasa-llm-community-challenge/58899)
**Author:** [@sonam](https://forum.rasa.com/u/sonam)\ **Replies:** 5\ **Last updated:** [March 1, 2024, 5:37am UTC](https://forum.rasa.com/t/rasa-qna-for-rasa-llm-community-challenge/58899 "2024-03-01T05:37:21Z")
Greetings @community , We recently launched Rasa LLM Community Challenge, please checkout here. We loved to see your enthusiasm and the questions regarding the challenge, we have decided to go for a live Q&A where we ca… [Next page](https://forum.rasa.com/tag/rasa/34.md?match_all_tags=true&page=1&tags%5B%5D=rasa)