olamidegoriola pvanand commited on
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Co-authored-by: Anand <pvanand@users.noreply.huggingface.co>

Dockerfile ADDED
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+ # syntax=docker/dockerfile:1
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+
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+ # Comments are provided throughout this file to help you get started.
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+ # If you need more help, visit the Dockerfile reference guide at
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+ # https://docs.docker.com/engine/reference/builder/
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+
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+ ARG PYTHON_VERSION=3.8
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+ FROM python:${PYTHON_VERSION}-slim as base
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+
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+ # Copy the requirements file into the container.
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+ COPY requirements.txt .
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+
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+ # Install the dependencies from the requirements file.
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+ RUN python -m pip install --no-cache-dir -r requirements.txt
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+
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+ # Prevents Python from writing pyc files.
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+ ENV PYTHONDONTWRITEBYTECODE=1
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+
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+ # Keeps Python from buffering stdout and stderr to avoid situations where
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+ # the application crashes without emitting any logs due to buffering.
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+ ENV PYTHONUNBUFFERED=1
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+
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+ WORKDIR /app
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+ # Copy the source code into the container.
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+ COPY . .
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+
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+ # Create a non-privileged user that the app will run under.
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+ # See https://docs.docker.com/develop/develop-images/dockerfile_best-practices/#user
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+ # Switch to the non-privileged user to run the application.
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+ USER 1001
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+
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+ # set entrypoint for interactive shells
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+ ENTRYPOINT [ "rasa" ]
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+
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+ # Expose the port that the application listens on.
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+ EXPOSE 7860
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+
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+ # Run the application.
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+ CMD ["run","--enable-api","--port","7860"]
README.md CHANGED
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  ---
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- title: Omdena Ng Lagos Chatbot Model
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- emoji: 📚
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- colorFrom: green
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- colorTo: pink
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  sdk: docker
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  pinned: false
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  ---
 
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  ---
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+ title: Omdena Ng Lagos Comunity Chat Model
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+ emoji: 📉
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+ colorFrom: indigo
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+ colorTo: indigo
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  sdk: docker
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  pinned: false
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  ---
actions/__init__.py ADDED
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actions/__pycache__/__init__.cpython-310.pyc ADDED
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actions/__pycache__/actions.cpython-310.pyc ADDED
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actions/actions.py ADDED
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+ # This files contains your custom actions which can be used to run
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+ # custom Python code.
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+ #
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+ # See this guide on how to implement these action:
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+ # https://rasa.com/docs/rasa/custom-actions
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+
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+
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+ # This is a simple example for a custom action which utters "Hello World!"
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+
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+ # from typing import Any, Text, Dict, List
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+ #
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+ # from rasa_sdk import Action, Tracker
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+ # from rasa_sdk.executor import CollectingDispatcher
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+ #
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+ #
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+ # class ActionHelloWorld(Action):
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+ #
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+ # def name(self) -> Text:
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+ # return "action_hello_world"
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+ #
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+ # def run(self, dispatcher: CollectingDispatcher,
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+ # tracker: Tracker,
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+ # domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
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+ #
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+ # dispatcher.utter_message(text="Hello World!")
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+ #
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+ # return []
compose.yaml ADDED
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+ # Comments are provided throughout this file to help you get started.
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+ # If you need more help, visit the Docker compose reference guide at
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+ # https://docs.docker.com/compose/compose-file/
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+
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+ # Here the instructions define your application as a service called "server".
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+ # This service is built from the Dockerfile in the current directory.
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+ # You can add other services your application may depend on here, such as a
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+ # database or a cache. For examples, see the Awesome Compose repository:
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+ # https://github.com/docker/awesome-compose
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+ services:
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+ server:
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+ build:
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+ context: .
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+ ports:
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+ - 7860:7860
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+
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+ # The commented out section below is an example of how to define a PostgreSQL
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+ # database that your application can use. `depends_on` tells Docker Compose to
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+ # start the database before your application. The `db-data` volume persists the
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+ # database data between container restarts. The `db-password` secret is used
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+ # to set the database password. You must create `db/password.txt` and add
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+ # a password of your choosing to it before running `docker compose up`.
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+ # depends_on:
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+ # db:
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+ # condition: service_healthy
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+ # db:
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+ # image: postgres
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+ # restart: always
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+ # user: postgres
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+ # secrets:
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+ # - db-password
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+ # volumes:
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+ # - db-data:/var/lib/postgresql/data
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+ # environment:
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+ # - POSTGRES_DB=example
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+ # - POSTGRES_PASSWORD_FILE=/run/secrets/db-password
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+ # expose:
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+ # - 5432
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+ # healthcheck:
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+ # test: [ "CMD", "pg_isready" ]
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+ # interval: 10s
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+ # timeout: 5s
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+ # retries: 5
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+ # volumes:
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+ # db-data:
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+ # secrets:
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+ # db-password:
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+ # file: db/password.txt
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+
config.yml ADDED
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+ # The config recipe.
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+ # https://rasa.com/docs/rasa/model-configuration/
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+ recipe: default.v1
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+
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+ # The assistant project unique identifier
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+ # This default value must be replaced with a unique assistant name within your deployment
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+ assistant_id: placeholder_default
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+
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+ # Configuration for Rasa NLU.
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+ # https://rasa.com/docs/rasa/nlu/components/
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+ language: en
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+
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+ pipeline:
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+ # # No configuration for the NLU pipeline was provided. The following default pipeline was used to train your model.
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+ # # If you'd like to customize it, uncomment and adjust the pipeline.
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+ # # See https://rasa.com/docs/rasa/tuning-your-model for more information.
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+ # - name: WhitespaceTokenizer
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+ # - name: RegexFeaturizer
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+ # - name: LexicalSyntacticFeaturizer
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+ # - name: CountVectorsFeaturizer
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+ # - name: CountVectorsFeaturizer
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+ # analyzer: char_wb
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+ # min_ngram: 1
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+ # max_ngram: 4
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+ # - name: DIETClassifier
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+ # epochs: 100
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+ # constrain_similarities: true
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+ # - name: EntitySynonymMapper
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+ # - name: ResponseSelector
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+ # epochs: 100
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+ # constrain_similarities: true
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+ # - name: FallbackClassifier
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+ # threshold: 0.3
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+ # ambiguity_threshold: 0.1
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+
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+ # Configuration for Rasa Core.
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+ # https://rasa.com/docs/rasa/core/policies/
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+ policies:
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+ # # No configuration for policies was provided. The following default policies were used to train your model.
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+ # # If you'd like to customize them, uncomment and adjust the policies.
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+ # # See https://rasa.com/docs/rasa/policies for more information.
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+ # - name: MemoizationPolicy
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+ # - name: RulePolicy
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+ # - name: UnexpecTEDIntentPolicy
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+ # max_history: 5
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+ # epochs: 100
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+ # - name: TEDPolicy
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+ # max_history: 5
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+ # epochs: 100
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+ # constrain_similarities: true
credentials.yml ADDED
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+ # This file contains the credentials for the voice & chat platforms
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+ # which your bot is using.
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+ # https://rasa.com/docs/rasa/messaging-and-voice-channels
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+
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+ rest:
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+ # # you don't need to provide anything here - this channel doesn't
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+ # # require any credentials
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+
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+
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+ #facebook:
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+ # verify: "<verify>"
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+ # secret: "<your secret>"
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+ # page-access-token: "<your page access token>"
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+
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+ #slack:
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+ # slack_token: "<your slack token>"
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+ # slack_channel: "<the slack channel>"
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+ # slack_signing_secret: "<your slack signing secret>"
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+
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+ #socketio:
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+ # user_message_evt: <event name for user message>
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+ # bot_message_evt: <event name for bot messages>
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+ # session_persistence: <true/false>
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+
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+ #mattermost:
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+ # url: "https://<mattermost instance>/api/v4"
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+ # token: "<bot token>"
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+ # webhook_url: "<callback URL>"
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+
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+ # This entry is needed if you are using Rasa Enterprise. The entry represents credentials
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+ # for the Rasa Enterprise "channel", i.e. Talk to your bot and Share with guest testers.
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+ rasa:
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+ url: "http://localhost:5002/api"
data/nlu.yml ADDED
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+ version: "3.1"
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+
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+ nlu:
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+ - intent: greet
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+ examples: |
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+ - hey
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+ - hello
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+ - hi
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+ - hello there
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+ - good morning
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+ - good evening
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+ - moin
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+ - hey there
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+ - let's go
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+ - hey dude
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+ - goodmorning
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+ - goodevening
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+ - good afternoon
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+
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+ - intent: goodbye
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+ examples: |
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+ - cu
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+ - good by
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+ - cee you later
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+ - good night
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+ - bye
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+ - goodbye
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+ - have a nice day
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+ - see you around
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+ - bye bye
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+ - see you later
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+
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+ - intent: affirm
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+ examples: |
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+ - yes
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+ - y
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+ - indeed
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+ - of course
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+ - that sounds good
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+ - correct
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+
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+ - intent: deny
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+ examples: |
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+ - no
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+ - n
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+ - never
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+ - I don't think so
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+ - don't like that
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+ - no way
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+ - not really
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+
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+ - intent: mood_great
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+ examples: |
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+ - perfect
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+ - great
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+ - amazing
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+ - feeling like a king
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+ - wonderful
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+ - I am feeling very good
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+ - I am great
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+ - I am amazing
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+ - I am going to save the world
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+ - super stoked
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+ - extremely good
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+ - so so perfect
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+ - so good
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+ - so perfect
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+
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+ - intent: mood_unhappy
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+ examples: |
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+ - my day was horrible
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+ - I am sad
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+ - I don't feel very well
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+ - I am disappointed
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+ - super sad
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+ - I'm so sad
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+ - sad
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+ - very sad
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+ - unhappy
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+ - not good
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+ - not very good
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+ - extremly sad
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+ - so saad
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+ - so sad
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+
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+ - intent: bot_challenge
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+ examples: |
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+ - are you a bot?
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+ - are you a human?
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+ - am I talking to a bot?
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+ - am I talking to a human?
data/rules.yml ADDED
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+ version: "3.1"
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+
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+ rules:
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+
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+ - rule: Say goodbye anytime the user says goodbye
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+ steps:
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+ - intent: goodbye
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+ - action: utter_goodbye
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+
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+ - rule: Say 'I am a bot' anytime the user challenges
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+ steps:
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+ - intent: bot_challenge
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+ - action: utter_iamabot
data/stories.yml ADDED
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+ version: "3.1"
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+
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+ stories:
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+
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+ - story: happy path
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+ steps:
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+ - intent: greet
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+ - action: utter_greet
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+ - intent: mood_great
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+ - action: utter_happy
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+
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+ - story: sad path 1
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+ steps:
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+ - intent: greet
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+ - action: utter_greet
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+ - intent: mood_unhappy
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+ - action: utter_cheer_up
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+ - action: utter_did_that_help
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+ - intent: affirm
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+ - action: utter_happy
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+
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+ - story: sad path 2
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+ steps:
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+ - intent: greet
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+ - action: utter_greet
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+ - intent: mood_unhappy
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+ - action: utter_cheer_up
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+ - action: utter_did_that_help
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+ - intent: deny
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+ - action: utter_goodbye
domain.yml ADDED
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+ version: "3.1"
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+
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+ intents:
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+ - greet
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+ - goodbye
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+ - affirm
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+ - deny
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+ - mood_great
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+ - mood_unhappy
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+ - bot_challenge
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+
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+ responses:
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+ utter_greet:
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+ - text: "Hey! How are you?"
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+
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+ utter_cheer_up:
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+ - text: "Here is something to cheer you up:"
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+ image: "https://i.imgur.com/nGF1K8f.jpg"
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+
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+ utter_did_that_help:
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+ - text: "Did that help you?"
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+
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+ utter_happy:
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+ - text: "Great, carry on!"
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+
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+ utter_goodbye:
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+ - text: "Bye"
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+
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+ utter_iamabot:
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+ - text: "I am a bot, powered by Rasa."
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+
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+ session_config:
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+ session_expiration_time: 60
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+ carry_over_slots_to_new_session: true
endpoints.yml ADDED
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+ # This file contains the different endpoints your bot can use.
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+
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+ # Server where the models are pulled from.
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+ # https://rasa.com/docs/rasa/model-storage#fetching-models-from-a-server
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+
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+ #models:
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+ # url: http://my-server.com/models/default_core@latest
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+ # wait_time_between_pulls: 10 # [optional](default: 100)
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+
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+ # Server which runs your custom actions.
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+ # https://rasa.com/docs/rasa/custom-actions
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+
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+ #action_endpoint:
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+ # url: "http://localhost:5055/webhook"
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+
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+ # Tracker store which is used to store the conversations.
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+ # By default the conversations are stored in memory.
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+ # https://rasa.com/docs/rasa/tracker-stores
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+
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+ #tracker_store:
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+ # type: redis
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+ # url: <host of the redis instance, e.g. localhost>
23
+ # port: <port of your redis instance, usually 6379>
24
+ # db: <number of your database within redis, e.g. 0>
25
+ # password: <password used for authentication>
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+ # use_ssl: <whether or not the communication is encrypted, default false>
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+
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+ #tracker_store:
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+ # type: mongod
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+ # url: <url to your mongo instance, e.g. mongodb://localhost:27017>
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+ # db: <name of the db within your mongo instance, e.g. rasa>
32
+ # username: <username used for authentication>
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+ # password: <password used for authentication>
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+
35
+ # Event broker which all conversation events should be streamed to.
36
+ # https://rasa.com/docs/rasa/event-brokers
37
+
38
+ #event_broker:
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+ # url: localhost
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+ # username: username
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+ # password: password
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+ # queue: queue
requirements.txt ADDED
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+ rasa