Add pre-trained RASA model

Add a RASA model trained on HVAC Temperature, Fan Speed,
and Volume Control intents.

Bug-AGL: SPEC-4856
Signed-off-by: Malik Talha <talhamalik727x@gmail.com>
Change-Id: I3ad2d315320ee7bd73a1e78e721357738974ac88

8 files changed, 570 insertions, 0 deletions

diff --git a/.gitignore b/.gitignore
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+pyenv/
+env/
+venv/
+.cache/
+.idea/
+.vscode/
+*.pyc
+*.pyo
+*.pyd
+__pycache__
+.DS_Store
+*.log
+*.vscode/
+.rasa/
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diff --git a/.gitreview b/.gitreview
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+++ b/.gitreview
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+[gerrit]
+host=gerrit.automotivelinux.org
+port=29418
+project=src/rasa-model-agl
+defaultbranch=master
diff --git a/LICENSE b/LICENSE
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--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,201 @@
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\ No newline at end of file
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..d8128c3
--- /dev/null
+++ b/README.md
@@ -0,0 +1,2 @@
+# RASA Model AGL
+A repository that contains the dataset and model for the AGL voice assistant RASA-based NLU intent engine.
diff --git a/config.yml b/config.yml
new file mode 100644
index 0000000..69ca0ea
--- /dev/null
+++ b/config.yml
@@ -0,0 +1,45 @@
+language: en  # your 2-letter language code
+assistant_id: 20230807-130137-kind-easement
+
+# pipeline: null
+# # No configuration for the NLU pipeline was provided. The following default pipeline was used to train your model.
+# # If you'd like to customize it, uncomment and adjust the pipeline.
+# # See https://rasa.com/docs/rasa/tuning-your-model for more information.
+#   - name: WhitespaceTokenizer
+#   - name: RegexFeaturizer
+#   - name: LexicalSyntacticFeaturizer
+#   - name: CountVectorsFeaturizer
+#   - name: CountVectorsFeaturizer
+#     analyzer: char_wb
+#     min_ngram: 1
+#     max_ngram: 4
+#   - name: DIETClassifier
+#     epochs: 100
+#     constrain_similarities: true
+#   - name: EntitySynonymMapper
+#   - name: ResponseSelector
+#     epochs: 100
+#     constrain_similarities: true
+#   - name: FallbackClassifier
+#     threshold: 0.3
+#     ambiguity_threshold: 0.1
+
+pipeline:
+  - name: WhitespaceTokenizer
+  - name: RegexFeaturizer
+  - name: LexicalSyntacticFeaturizer
+  - name: CountVectorsFeaturizer
+  - name: CountVectorsFeaturizer
+    analyzer: "char_wb"
+    min_ngram: 1
+    max_ngram: 4
+  - name: DIETClassifier
+    epochs: 100
+    constrain_similarities: true
+  - name: EntitySynonymMapper
+  - name: ResponseSelector
+    epochs: 100
+    constrain_similarities: true
+  - name: FallbackClassifier
+    threshold: 0.3
+    ambiguity_threshold: 0.1
\ No newline at end of file
diff --git a/dataset/dataset.yml b/dataset/dataset.yml
new file mode 100644
index 0000000..ffb1f4d
--- /dev/null
+++ b/dataset/dataset.yml
@@ -0,0 +1,303 @@
+version: "3.1"
+
+nlu:
+- intent: HVACTemperature
+  examples: |
+    - "[increase](hvac_temperature_action) the temperature [two](numeric_value) degrees celsius"
+    - "[decrease](hvac_temperature_action) the temperature [twenty five](numeric_value) degrees"
+    - can you please [adjust](hvac_temperature_action) the temperature [to](to_or_by) [fourty seven](numeric_value) degrees
+    - please [set](hvac_temperature_action) the temperature [to](to_or_by) [ninety](numeric_value) degrees celsius
+    - i want [to](to_or_by) [increase](hvac_temperature_action) the temperature [to](to_or_by) [hundred](numeric_value) degrees
+    - could you [decrease](hvac_temperature_action) the temperature [to](to_or_by) [half](numeric_value) degrees celsius
+    - "[raise](hvac_temperature_action) the room temperature [by](to_or_by) [five](numeric_value) degrees celsius"
+    - its getting cold lets [boost](hvac_temperature_action) the temperature [by](to_or_by) [ten](numeric_value) degrees
+    - turn up the [heat](hvac_temperature_action) [to](to_or_by) [eighty](numeric_value) degrees fahrenheit
+    - make it warmer [by](to_or_by) [fifteen](numeric_value) degrees celsius
+    - "[lower](hvac_temperature_action) the temperature"
+    - decrease the cars [heat](hvac_temperature_action) [to](to_or_by) [sixty](numeric_value) degrees fahrenheit
+    - its too hot can we [reduce](hvac_temperature_action) the temperature [to](to_or_by) [twenty](numeric_value) degrees celsius
+    - "[adjust](hvac_temperature_action) the cars temperature [to](to_or_by) [seventy four](numeric_value) degrees fahrenheit"
+    - lets [cool](hvac_temperature_action) down the place [by](to_or_by) [five](numeric_value) degrees
+    - "[increase](hvac_temperature_action) the cars warmth [to](to_or_by) [ninety](numeric_value) degrees"
+    - can you [lower](hvac_temperature_action) the temperature a bit, maybe [by](to_or_by) [five](numeric_value) degrees
+    - make it a bit [warmer](hvac_temperature_action) [by](to_or_by) [ten](numeric_value) degrees celsius please
+    - "[set](hvac_temperature_action) the thermostat [to](to_or_by) [sixty](numeric_value) degrees fahrenheit"
+    - could you [raise](hvac_temperature_action) the cars temperature [by](to_or_by) [fifteen](numeric_value) degrees
+    - "[increase](hvac_temperature_action) the temperature [by](to_or_by) [two](numeric_value) degrees celsius"
+    - "[decrease](hvac_temperature_action) the temperature [to](to_or_by) [twenty five](numeric_value) degrees"
+    - "[adjust](hvac_temperature_action) the temperature [to](to_or_by) [forty](numeric_value) degrees celsius"
+    - "[set](hvac_temperature_action) the temperature [to](to_or_by) [ninety](numeric_value) degrees fahrenheit"
+    - "[increase](hvac_temperature_action) the temperature [to](to_or_by) [hundred](numeric_value) degrees"
+    - "[decrease](hvac_temperature_action) the temperature [to](to_or_by) [half](numeric_value) degrees celsius"
+    - "[raise](hvac_temperature_action) the temperature [by](to_or_by) [five](numeric_value) degrees"
+    - "[lower](hvac_temperature_action) the temperature [to](to_or_by) [sixty seven](numeric_value) degrees fahrenheit"
+    - "[reduce](hvac_temperature_action) the temperature [to](to_or_by) [twenty six](numeric_value) degrees celsius"
+    - "[set](hvac_temperature_action) the thermostat [to](to_or_by) [forty two](numeric_value) degrees fahrenheit"
+
+
+- regex: hvac_temperature_action
+  examples: |
+    - increase
+    - up
+    - boost
+    - boosting
+    - raise
+    - heat
+    - warm
+    - warmer
+    - decrease
+    - down
+    - reduce
+    - back
+    - lower
+    - cool
+    - colder
+    - set
+    - adjust
+    - change
+
+
+- intent: HVACFanSpeed
+  examples: |
+    - "[increase](hvac_fan_speed_action) the fan speed [two](numeric_value) percent"
+    - "[decrease](hvac_fan_speed_action) the fan speed [twenty five](numeric_value)"
+    - can you please [adjust](hvac_fan_speed_action) the fan speed [hundred](numeric_value) percent
+    - please [set](hvac_fan_speed_action) the fan speed [half](numeric_value)
+    - i want [to](to_or_by) [increase](hvac_fan_speed_action) the fan speed [fifty](numeric_value) percent
+    - could you [decrease](hvac_fan_speed_action) the fan speed [seventy five](numeric_value) percent
+    - "[set](hvac_fan_speed_action) the fan speed [hundred](numeric_value) percent"
+    - i would like [to](to_or_by) [boost](hvac_fan_speed_action) the airflow.
+    - hey can you [up](hvac_fan_speed_action) the fan intensity a bit
+    - lets crank [up](hvac_fan_speed_action) the ventilation.
+    - could you help me [raise](hvac_fan_speed_action) the fan power
+    - time [to](to_or_by) amp [up](hvac_fan_speed_action) the blower speed
+    - i need more air circulation please ramp [up](hvac_fan_speed_action) the fan
+    - its warm in here lets kick it [up](hvac_fan_speed_action) a notch
+    - how about we jack [up](hvac_fan_speed_action) the fan performance
+    - please bump [up](hvac_fan_speed_action) the fan speed a bit
+    - lets hike [up](hvac_fan_speed_action) the fans power
+    - i am feeling stuffy can we [boost](hvac_fan_speed_action) it a little
+    - time [to](to_or_by) step [up](hvac_fan_speed_action) the fan speed
+    - hey i need more breeze turn it [up](hvac_fan_speed_action) a bit
+    - i want more cooling please amp it [up](hvac_fan_speed_action)
+    - how about [boosting](hvac_fan_speed_action) the fans intensity a tad
+    - its getting stifling [raise](hvac_fan_speed_action) it up please
+    - i would love a stronger fan can you crank it [up](hvac_fan_speed_action)
+    - lets [increase](hvac_fan_speed_action) it a little for better airflow
+    - i want [to](to_or_by) [set](hvac_fan_speed_action) the fan speed at [halfway](numeric_value)
+    - can you please [lower](hvac_fan_speed_action) the fan speed a bit
+    - hey its a bit too breezy can you [reduce](hvac_fan_speed_action) the fan speed
+    - lets dial [down](hvac_fan_speed_action) the fan intensity
+    - could you help me [decrease](hvac_fan_speed_action) the fan power
+    - time [to](to_or_by) scale [back](hvac_fan_speed_action) the blower speed
+    - i need less air circulation please slow [down](hvac_fan_speed_action) the fan
+    - its getting chilly lets [lower](hvac_fan_speed_action) it a notch
+    - how about we tone it [down](hvac_fan_speed_action) on the fan performance
+    - please [reduce](hvac_fan_speed_action) the fan speed a bit
+    - lets [decrease](hvac_fan_speed_action) the fans power for a moment
+    - i would like [to](to_or_by) [boost](hvac_fan_speed_action) the fan speed [by](to_or_by) [fifteen](numeric_value)
+    - hey can you [increase](hvac_fan_speed_action) the fan speed [to](to_or_by) [eighty](numeric_value) percent
+    - please amp [up](hvac_fan_speed_action) the fan speed [to](to_or_by) [ninety two](numeric_value) percent
+    - can you [reduce](hvac_fan_speed_action) the fan speed [to](to_or_by) [half](numeric_value)
+    - i would like [to](to_or_by) [lower](hvac_fan_speed_action) the fan speed [by](to_or_by) [twenty one](numeric_value) percent
+    - hey its too breezy can you [decrease](hvac_fan_speed_action) the fan speed [to](to_or_by) [forty](numeric_value) percent
+    - lets dial [down](hvac_fan_speed_action) the fan speed [to](to_or_by) [five](numeric_value)
+    - please slow [down](hvac_fan_speed_action) the fan speed [to](to_or_by) [thirty six](numeric_value) percent
+
+
+- regex: hvac_fan_speed_action
+  examples: |
+    - increase
+    - up
+    - boost
+    - boosting
+    - raise
+    - decrease
+    - down
+    - reduce
+    - back
+    - lower
+    - set
+    - adjust
+    - change
+
+
+- intent: VolumeControl
+  examples: |
+    - "[increase](volume_control_action) the volume"
+    - "[increase](volume_control_action) the volume [by](to_or_by) [twenty five](numeric_value) percent"
+    - turn the volume [up](volume_control_action) a bit
+    - "[raise](volume_control_action) the sound"
+    - "[raise](volume_control_action) the sound [to](to_or_by) [maximum](numeric_value)"
+    - can you please crank [up](volume_control_action) the volume
+    - please [set](volume_control_action) the volume [to](to_or_by) [maximum](numeric_value)
+    - i want the volume [louder](volume_control_action)
+    - could you [raise](volume_control_action) the sound a bit
+    - "[lower](volume_control_action) the volume"
+    - make it a little [quieter](volume_control_action)
+    - turn the volume [down](volume_control_action) please
+    - "[reduce](volume_control_action) the sound"
+    - can you please [decrease](volume_control_action) the volume
+    - please [set](volume_control_action) the volume [to](to_or_by) [minimum](numeric_value)
+    - i want it a bit [quieter](volume_control_action)
+    - could you [lower](volume_control_action) the sound a bit
+    - "[set](volume_control_action) the volume [to](to_or_by) [fifty seven](numeric_value)"
+    - "[adjust](volume_control_action) the volume [to](to_or_by) [seventy](numeric_value) percent"
+    - "[increase](volume_control_action) the sound [to](to_or_by) [eighty eight](numeric_value) percent"
+    - "[decrease](volume_control_action) the volume [to](to_or_by) [thirty](numeric_value)"
+    - turn the volume [up](volume_control_action) [to](to_or_by) [ninety two](numeric_value)
+    - make it a tad [louder](volume_control_action)
+    - can you [raise](volume_control_action) the volume up a notch
+    - please [set](volume_control_action) the sound [to](to_or_by) [maximum](numeric_value) level
+    - "[lower](volume_control_action) the volume a little"
+    - could you make it [quieter](volume_control_action) [by](to_or_by) [ten](numeric_value) percent
+    - turn the volume [down](volume_control_action) just a touch
+    - i would like [to](to_or_by) [increase](volume_control_action) the sound [to](to_or_by) [thirty three](numeric_value) percent
+    - "[raise](volume_control_action) the volume a bit more"
+    - can you please [decrease](volume_control_action) the sound slightly
+
+
+- regex: volume_control_action
+  examples: |
+    - increase
+    - up
+    - raise
+    - louder
+    - decrease
+    - lower
+    - down
+    - quieter
+    - reduce
+    - set
+    - adjust
+    - change
+
+
+- lookup: to_or_by
+  examples: |
+    - to
+    - by
+
+
+- lookup: numeric_value
+  examples: |
+    - zero
+    - one
+    - two
+    - three
+    - four
+    - five
+    - six
+    - seven
+    - eight
+    - nine
+    - ten
+    - eleven
+    - twelve
+    - thirteen
+    - fourteen
+    - fifteen
+    - sixteen
+    - seventeen
+    - eighteen
+    - nineteen
+    - twenty
+    - twenty one
+    - twenty two
+    - twenty three
+    - twenty four
+    - twenty five
+    - twenty six
+    - twenty seven
+    - twenty eight
+    - twenty nine
+    - thirty
+    - thirty one
+    - thirty two
+    - thirty three
+    - thirty four
+    - thirty five
+    - thirty six
+    - thirty seven
+    - thirty eight
+    - thirty nine
+    - fourty
+    - fourty one
+    - fourty two
+    - fourty three
+    - fourty four
+    - fourty five
+    - fourty six
+    - fourty seven
+    - fourty eight
+    - fourty nine
+    - forty
+    - forty one
+    - forty two
+    - forty three
+    - forty four
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