switch to rasa 2x

.gitignore

@@ -140,3 +140,4 @@ dmypy.json
 **models
 Dockerfile-test
 run.sh
+rasa-assistant-3

Dockerfile

@@ -1,48 +1,31 @@
-# Base image
-FROM python:3.10
+# Extend the official Rasa SDK image
+FROM rasa/rasa:2.2.8-full
 
-# Set the working directory
+# Change back to root user to install dependencies
 USER root
-WORKDIR /app
-
-# Install NGINX
-RUN apt-get update && apt-get install -y nginx
-
-RUN mkdir -p /var/cache/nginx \
-    /var/log/nginx \
-    /var/lib/nginx
-RUN touch /var/run/nginx.pid
+RUN apt-get --allow-releaseinfo-change update
+RUN apt-get -y install software-properties-common
+RUN apt-get --allow-releaseinfo-change update
+RUN pip3 install --upgrade setuptools pip
 
-RUN chown -R 777 /var/cache/nginx \
-    /var/log/nginx \
-    /var/lib/nginx \
-    /var/run/nginx.pid
-
-# Copy nginx configuration
-COPY nginx.conf /etc/nginx/sites-available/default
+# Use subdirectory as working directory
+WORKDIR /app
 
-# Install dependencies
 COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Copy the source code
-COPY ./rasa-assistant/* .
+# Copying training data
+COPY ./rasa-assistant-2 .
 COPY entrypoint.sh .
-COPY ./rasa-assistant/.config /.config
-
-RUN chmod -R 777 /etc/nginx/sites-available/default
 RUN mkdir models && mkdir .rasa && mkdir tests
-RUN chmod -R 777 .
-RUN chown -R 777 /var/lib/nginx
-RUN chown -R 777 /.config
 
 # Set the permissions for the entrypoint.sh script
 RUN chmod +x entrypoint.sh
 
 # Expose ports
-EXPOSE 80 7860 5055
+EXPOSE 5005 5055
 
-RUN rasa train --data ./data --config ./config.yml
+RUN rasa train
 
 # Set the entrypoint script
-ENTRYPOINT ["/app/entrypoint.sh"]
+ENTRYPOINT ["/app/entrypoint.sh"]

README.md

@@ -4,5 +4,6 @@ emoji: ⚡
 colorFrom: red
 colorTo: yellow
 sdk: docker
+app_port: 5005
 pinned: false
 ---

entrypoint.sh

@@ -1,11 +1,5 @@
 #!/bin/bash
 
-# Start NGINX in the background
-nginx -g 'daemon off;'
-
-# Trap the SIGTERM signal to gracefully stop NGINX
-trap 'nginx -s quit' SIGTERM
-
 # Start the Rasa server
 rasa run -m models --enable-api --cors "*" --debug --port 5005 &
 

nginx.conf

@@ -1,53 +0,0 @@
-server {
-    listen 7860 default_server;
-    listen [::]:7860 default_server;
-
-    server_name _;
-
-    # Proxy configuration
-    proxy_set_header Host $host;
-    proxy_set_header X-Real-IP $remote_addr;
-    proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-    proxy_connect_timeout 7200;
-    proxy_send_timeout 7200;
-    client_body_timeout 5h;
-    proxy_read_timeout 5h;
-
-    location / {
-        # Serve Rasa
-        proxy_pass http://localhost:5005;
-        proxy_http_version 1.1;
-        proxy_set_header Upgrade $http_upgrade;
-        proxy_set_header Connection 'upgrade';
-        proxy_set_header Host $host;
-        proxy_set_header X-Real-IP $remote_addr;
-        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-        proxy_cache_bypass $http_upgrade;
-        proxy_read_timeout 86400;
-        proxy_redirect off;
-    }
-
-    location /socket.io/ {
-        # Allow Socket.io Traffic
-        proxy_pass http://localhost:5005;
-        proxy_http_version 1.1;
-        proxy_set_header Upgrade $http_upgrade;
-        proxy_set_header Connection "upgrade";
-        proxy_set_header X-real-ip $remote_addr;
-        proxy_set_header X-Forwarded-For $remote_addr;
-    }
-
-    location /actions/ {
-        # Serve Rasa Actions
-        proxy_pass http://localhost:5055;
-        proxy_http_version 1.1;
-        proxy_set_header Upgrade $http_upgrade;
-        proxy_set_header Connection 'upgrade';
-        proxy_set_header Host $host;
-        proxy_set_header X-Real-IP $remote_addr;
-        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
-        proxy_cache_bypass $http_upgrade;
-        proxy_read_timeout 86400;
-        proxy_redirect off;
-    }
-}

rasa-assistant/actions/actions.py

@@ -1,27 +0,0 @@
-# This files contains your custom actions which can be used to run
-# custom Python code.
-#
-# See this guide on how to implement these action:
-# https://rasa.com/docs/rasa/custom-actions
-
-
-# This is a simple example for a custom action which utters "Hello World!"
-
-# from typing import Any, Text, Dict, List
-#
-# from rasa_sdk import Action, Tracker
-# from rasa_sdk.executor import CollectingDispatcher
-#
-#
-# class ActionHelloWorld(Action):
-#
-#     def name(self) -> Text:
-#         return "action_hello_world"
-#
-#     def run(self, dispatcher: CollectingDispatcher,
-#             tracker: Tracker,
-#             domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
-#
-#         dispatcher.utter_message(text="Hello World!")
-#
-#         return []

rasa-assistant/config.yml

@@ -1,50 +0,0 @@
-# The config recipe.
-# https://rasa.com/docs/rasa/model-configuration/
-recipe: default.v1
-
-# The assistant project unique identifier
-# This default value must be replaced with a unique assistant name within your deployment
-assistant_id: placeholder_default
-
-# Configuration for Rasa NLU.
-# https://rasa.com/docs/rasa/nlu/components/
-language: en
-
-pipeline:
-# # 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
-
-# Configuration for Rasa Core.
-# https://rasa.com/docs/rasa/core/policies/
-policies:
-# # No configuration for policies was provided. The following default policies were used to train your model.
-# # If you'd like to customize them, uncomment and adjust the policies.
-# # See https://rasa.com/docs/rasa/policies for more information.
-#   - name: MemoizationPolicy
-#   - name: RulePolicy
-#   - name: UnexpecTEDIntentPolicy
-#     max_history: 5
-#     epochs: 100
-#   - name: TEDPolicy
-#     max_history: 5
-#     epochs: 100
-#     constrain_similarities: true

rasa-assistant/credentials.yml

@@ -1,33 +0,0 @@
-# This file contains the credentials for the voice & chat platforms
-# which your bot is using.
-# https://rasa.com/docs/rasa/messaging-and-voice-channels
-
-rest:
-#  # you don't need to provide anything here - this channel doesn't
-#  # require any credentials
-
-
-#facebook:
-#  verify: "<verify>"
-#  secret: "<your secret>"
-#  page-access-token: "<your page access token>"
-
-#slack:
-#  slack_token: "<your slack token>"
-#  slack_channel: "<the slack channel>"
-#  slack_signing_secret: "<your slack signing secret>"
-
-socketio:
- user_message_evt: user_uttered
- bot_message_evt: bot_uttered
- session_persistence: true
-
-#mattermost:
-#  url: "https://<mattermost instance>/api/v4"
-#  token: "<bot token>"
-#  webhook_url: "<callback URL>"
-
-# This entry is needed if you are using Rasa Enterprise. The entry represents credentials
-# for the Rasa Enterprise "channel", i.e. Talk to your bot and Share with guest testers.
-# rasa:
-#   url: "http://localhost:5002/api"

rasa-assistant/data/nlu.yml

@@ -1,91 +0,0 @@
-version: "3.1"
-
-nlu:
-- intent: greet
-  examples: |
-    - hey
-    - hello
-    - hi
-    - hello there
-    - good morning
-    - good evening
-    - moin
-    - hey there
-    - let's go
-    - hey dude
-    - goodmorning
-    - goodevening
-    - good afternoon
-
-- intent: goodbye
-  examples: |
-    - cu
-    - good by
-    - cee you later
-    - good night
-    - bye
-    - goodbye
-    - have a nice day
-    - see you around
-    - bye bye
-    - see you later
-
-- intent: affirm
-  examples: |
-    - yes
-    - y
-    - indeed
-    - of course
-    - that sounds good
-    - correct
-
-- intent: deny
-  examples: |
-    - no
-    - n
-    - never
-    - I don't think so
-    - don't like that
-    - no way
-    - not really
-
-- intent: mood_great
-  examples: |
-    - perfect
-    - great
-    - amazing
-    - feeling like a king
-    - wonderful
-    - I am feeling very good
-    - I am great
-    - I am amazing
-    - I am going to save the world
-    - super stoked
-    - extremely good
-    - so so perfect
-    - so good
-    - so perfect
-
-- intent: mood_unhappy
-  examples: |
-    - my day was horrible
-    - I am sad
-    - I don't feel very well
-    - I am disappointed
-    - super sad
-    - I'm so sad
-    - sad
-    - very sad
-    - unhappy
-    - not good
-    - not very good
-    - extremly sad
-    - so saad
-    - so sad
-
-- intent: bot_challenge
-  examples: |
-    - are you a bot?
-    - are you a human?
-    - am I talking to a bot?
-    - am I talking to a human?

rasa-assistant/data/rules.yml

@@ -1,13 +0,0 @@
-version: "3.1"
-
-rules:
-
-- rule: Say goodbye anytime the user says goodbye
-  steps:
-  - intent: goodbye
-  - action: utter_goodbye
-
-- rule: Say 'I am a bot' anytime the user challenges
-  steps:
-  - intent: bot_challenge
-  - action: utter_iamabot

rasa-assistant/data/stories.yml

@@ -1,30 +0,0 @@
-version: "3.1"
-
-stories:
-
-- story: happy path
-  steps:
-  - intent: greet
-  - action: utter_greet
-  - intent: mood_great
-  - action: utter_happy
-
-- story: sad path 1
-  steps:
-  - intent: greet
-  - action: utter_greet
-  - intent: mood_unhappy
-  - action: utter_cheer_up
-  - action: utter_did_that_help
-  - intent: affirm
-  - action: utter_happy
-
-- story: sad path 2
-  steps:
-  - intent: greet
-  - action: utter_greet
-  - intent: mood_unhappy
-  - action: utter_cheer_up
-  - action: utter_did_that_help
-  - intent: deny
-  - action: utter_goodbye

rasa-assistant/domain.yml

@@ -1,34 +0,0 @@
-version: "3.1"
-
-intents:
-  - greet
-  - goodbye
-  - affirm
-  - deny
-  - mood_great
-  - mood_unhappy
-  - bot_challenge
-
-responses:
-  utter_greet:
-  - text: "Hey! How are you?"
-
-  utter_cheer_up:
-  - text: "Here is something to cheer you up:"
-    image: "https://i.imgur.com/nGF1K8f.jpg"
-
-  utter_did_that_help:
-  - text: "Did that help you?"
-
-  utter_happy:
-  - text: "Great, carry on!"
-
-  utter_goodbye:
-  - text: "Bye"
-
-  utter_iamabot:
-  - text: "I am a bot, powered by Rasa."
-
-session_config:
-  session_expiration_time: 60
-  carry_over_slots_to_new_session: true

rasa-assistant/endpoints.yml

@@ -1,42 +0,0 @@
-# This file contains the different endpoints your bot can use.
-
-# Server where the models are pulled from.
-# https://rasa.com/docs/rasa/model-storage#fetching-models-from-a-server
-
-#models:
-#  url: http://my-server.com/models/default_core@latest
-#  wait_time_between_pulls:  10   # [optional](default: 100)
-
-# Server which runs your custom actions.
-# https://rasa.com/docs/rasa/custom-actions
-
-#action_endpoint:
-#  url: "http://localhost:5055/webhook"
-
-# Tracker store which is used to store the conversations.
-# By default the conversations are stored in memory.
-# https://rasa.com/docs/rasa/tracker-stores
-
-#tracker_store:
-#    type: redis
-#    url: <host of the redis instance, e.g. localhost>
-#    port: <port of your redis instance, usually 6379>
-#    db: <number of your database within redis, e.g. 0>
-#    password: <password used for authentication>
-#    use_ssl: <whether or not the communication is encrypted, default false>
-
-#tracker_store:
-#    type: mongod
-#    url: <url to your mongo instance, e.g. mongodb://localhost:27017>
-#    db: <name of the db within your mongo instance, e.g. rasa>
-#    username: <username used for authentication>
-#    password: <password used for authentication>
-
-# Event broker which all conversation events should be streamed to.
-# https://rasa.com/docs/rasa/event-brokers
-
-#event_broker:
-#  url: localhost
-#  username: username
-#  password: password
-#  queue: queue

requirements.txt

@@ -1,2 +1,2 @@
-rasa==3.6.2
-rasa-sdk==3.6.0
+rasa==2.2.8
+rasa-sdk==2.2.0