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- [#12355](https://github.com/rasahq/rasa/issues/12355): Removed Python 3.7 support as [it reaches its end of life in June 2023](https://devguide.python.org/versions/)
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### Improvements
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- [#11222](https://github.com/rasahq/rasa/issues/11222): Add optional property `ids` to the nlg server request body.
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IDs will be transmitted to the NLG server and can be used to identify the response variation that should be used.
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- [#11775](https://github.com/rasahq/rasa/issues/11775): Add building Docker container for arm64 (e.g. to allow running Rasa inside docker on M1/M2).
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- [#12162](https://github.com/rasahq/rasa/issues/12162): Add support for Location data from Whatsapp on Twilio Channel
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- [#12324](https://github.com/rasahq/rasa/issues/12324): Add validation to `rasa train` to align validation expectations with `rasa data validate`.
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Add `--skip-validation` flag to disable validation and `--fail-on-validation-warnings`, `--validation-max-history` to `rasa train` to have the same options as `rasa data validate`.
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- [#12453](https://github.com/rasahq/rasa/issues/12453): Updated tensorflow to version 2.11.1 for all platforms except Apple Silicon which stays on 2.11.0 as 2.11.1 is not available yet
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- [#12454](https://github.com/rasahq/rasa/issues/12454): Slot mapping conditions accept `active_loop` specified as `null` in those cases when slots with this mapping condition
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should be filled only outside form contexts.
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- [#12487](https://github.com/rasahq/rasa/issues/12487): Add an optional `description` key to the Markers Configuration format. This can be used to add documentation and context about marker's usage. For example, a `markers.yml` can look like
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``` yaml
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marker_name_provided:
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description: “Name slot has been set”
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slot_was_set: name
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marker_mood_expressed:
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description: “Unhappy or Great Mood was expressed”
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or:
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- intent: mood_unhappy
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- intent: mood_great
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```
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### Bugfixes
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- [#12467](https://github.com/rasahq/rasa/issues/12467): Fix running custom form validation to update required slots at form activation when prefilled slots consist only of slots
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that are not requested by the form.
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### Improved Documentation
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- [#12145](https://github.com/rasahq/rasa/issues/12145): Explicitly set Node.js version to 12.x in order to run Docusaurus.
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- [#12160](https://github.com/rasahq/rasa/issues/12160): Update obselete commands in docs README.
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- [#12168](https://github.com/rasahq/rasa/issues/12168): Correct docker image name for `deploy-rasa-pro-services` in docs.
- [#12266](https://github.com/rasahq/rasa/issues/12266): Implement `rasa data split stories` to split stories data into train/test parts.
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- [#12362](https://github.com/rasahq/rasa/issues/12362): Updated [knowledge base action docs](./action-server/knowledge-base-actions.mdx) to reflect the improvements made in `knowledge base actions` in Rasa 3.6 version. This enhancement now allows users to query for the `object` attribute without the need for users to request a list of `objects` of a particular `object type` beforehand. The docs update mentions this under `:::info New in 3.6` section.
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- [#12504](https://github.com/rasahq/rasa/issues/12504): Fix dead link in Analytics documentation.
description = "Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants"
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