From: Malik Talha Date: Sun, 22 Oct 2023 15:46:05 +0000 (+0500) Subject: Add pre-trained RASA model X-Git-Tag: 17.90.0~1 X-Git-Url: https://gerrit.automotivelinux.org/gerrit/gitweb?a=commitdiff_plain;h=refs%2Fchanges%2F93%2F29293%2F2;p=src%2Frasa-model-agl.git 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 Change-Id: I3ad2d315320ee7bd73a1e78e721357738974ac88 --- diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..5e98dd6 --- /dev/null +++ b/.gitignore @@ -0,0 +1,14 @@ +pyenv/ +env/ +venv/ +.cache/ +.idea/ +.vscode/ +*.pyc +*.pyo +*.pyd +__pycache__ +.DS_Store +*.log +*.vscode/ +.rasa/ \ No newline at end of file diff --git a/.gitreview b/.gitreview new file mode 100644 index 0000000..d9a3dcf --- /dev/null +++ b/.gitreview @@ -0,0 +1,5 @@ +[gerrit] +host=gerrit.automotivelinux.org +port=29418 +project=src/rasa-model-agl +defaultbranch=master diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..26b9354 --- /dev/null +++ b/LICENSE @@ -0,0 +1,201 @@ + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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We also recommend that a + file or class name and description of purpose be included on the + same "printed page" as the copyright notice for easier + identification within third-party archives. + + Copyright 2023 Malik Talha, RASA Open Source Community + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. \ 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 + - forty five + - forty six + - forty seven + - forty eight + - forty nine + - halfway + - half + - fifty + - fifty one + - fifty two + - fifty three + - fifty four + - fifty five + - fifty six + - fifty seven + - fifty eight + - fifty nine + - sixty + - sixty one + - sixty two + - sixty three + - sixty four + - sixty five + - sixty six + - sixty seven + - sixty eight + - sixty nine + - seventy + - seventy one + - seventy two + - seventy three + - seventy four + - seventy five + - seventy six + - seventy seven + - seventy eight + - seventy nine + - eighty + - eighty one + - eighty two + - eighty three + - eighty four + - eighty five + - eighty six + - eighty seven + - eighty eight + - eighty nine + - ninety + - ninety one + - ninety two + - ninety three + - ninety four + - ninety five + - ninety six + - ninety seven + - ninety eight + - ninety nine + - hundred + - one hundred + - fully + - completely + - all the way + - max + - maximum + \ No newline at end of file diff --git a/models/nlu-20231002-002923-rosy-grid.tar.gz b/models/nlu-20231002-002923-rosy-grid.tar.gz new file mode 100644 index 0000000..8ac0b79 Binary files /dev/null and b/models/nlu-20231002-002923-rosy-grid.tar.gz differ diff --git a/models/nlu-20231002-033120-internal-fort.tar.gz b/models/nlu-20231002-033120-internal-fort.tar.gz new file mode 100644 index 0000000..dda65f0 Binary files /dev/null and b/models/nlu-20231002-033120-internal-fort.tar.gz differ