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.github/workflows/automatic-pr-merger.yml

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- uses: actions/checkout@v2
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- uses: rasahq/[email protected]
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with:
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token: ${{ secrets.RASABOT_AUTOMERGE_GITHUB_TOKEN }}
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token: ${{ secrets.RASABOT_AUTOMERGE_GITHUB_TOKEN || secrets.GITHUB_TOKEN}}

.github/workflows/continous-integration.yml

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make install-full
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poetry run python -c "from scripts import release; release.generate_changelog('major.minor.patch')"
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export SPHINXBUILD=$(poetry run which sphinx-build)
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cd docs && make SPHINXBUILD=$SPHINXBUILD SPHINXOPTS="-W --keep-going -A html_theme=rasabaster" html
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cd docs && make SPHINXBUILD=$SPHINXBUILD SPHINXOPTS="-W --keep-going -A html_theme=rasabaster" html && make SPHINXBUILD=$SPHINXBUILD linkcheck
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test:
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name: Run Tests

CHANGELOG.rst

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.. note::
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Composite entities are currently just supported by the :ref:``diet-classifier`` and :ref:``CRFEntityExtractor``.
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Composite entities are currently just supported by the :ref:`diet-classifier` and :ref:`CRFEntityExtractor`.
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- `#5465 <https://github.com/rasahq/rasa/issues/5465>`_: Update training data format for NLU to support entities with a role or group label.
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You can now specify synonyms, roles, and groups of entities using the following data format:
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The markdown format ``[LA](location:Los Angeles)`` is deprecated. To update your training data file just
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execute the following command on the terminal of your choice:
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``sed -i .deprecated -E 's/\[(.*)\]\((.*):(.*)\)/\[\1\]\{"entity": "\2", "value": "\3"\}/g' nlu.md``
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``sed -i -E 's/\[([^)]+)\]\(([^)]+):([^)]+)\)/[\1]{"entity": "\2", "value": "\3"}/g' nlu.md``
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For more information about the new data format see :ref:`training-data-format`.
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- ``CRFEntityExtractor`` updated to accept arbitrary token-level features like word
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vectors (issues/4214)
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- ``SpacyFeaturizer`` updated to add ``ner_features`` for ``CRFEntityExtractor``
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- Sanitizing incoming messages from slack to remove slack formatting like <mailto:[email protected]|[email protected]>
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or <http://url.com|url.com> and substitute it with original content
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- Sanitizing incoming messages from slack to remove slack formatting like ``<mailto:[email protected]|[email protected]>``
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or ``<http://url.com|url.com>`` and substitute it with original content
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- Added the ability to configure the number of Sanic worker processes in the HTTP
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server (``rasa.server``) and input channel server
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(``rasa.core.agent.handle_channels()``). The number of workers can be set using the
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.. _`master`: https://github.com/RasaHQ/rasa/
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.. _`Semantic Versioning`: http://semver.org/
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.. _`Semantic Versioning`: https://semver.org/

CONTRIBUTING.md

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- [Draft PRs](#draft-prs)
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- [PRs should be a reasonable length](#prs-should-be-a-reasonable-length)
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- [Code style](#code-style)
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- [Formatting and Type Checking](#### Formatting and Type Checking)
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- [Formatting and Type Checking](#Formatting and Type Checking)
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- [How to open a PR and contribute code to Rasa Open Source](#how-to-open-a-pr-and-contribute-code-to-rasa-open-source)
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- [1. Forking the Rasa Repository](#1-forking-the-rasa-repository)
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- [2. Cloning the Forked Repository Locally](#2-cloning-the-forked-repository-locally)

changelog/4745.feature.rst

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Added template name to the metadata of bot utterance events.
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``BotUttered`` event contains a ``template_name`` property in its metadata for any
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new bot message.

changelog/5086.feature.rst

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Added a ``--num-threads`` CLI argument that can be passed to ``rasa train`` and will be used to train NLU components.

changelog/5135.bugfix.rst

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Fixed Rasa shell skipping button messages if buttons are attached to a message previous to the latest.

changelog/5617.bugfix.rst

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Don't create TensorBoard log files during prediction.
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changelog/5638.bugfix.rst

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Fix: DIET breaks with empty spaCy model

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