Merge branch 'rasa-cli' of github.com:RasaHQ/rasa_core into rasa-cli

RasaHQ · Feb 26, 2019 · c50721d · c50721d
2 parents 5ec239f + 67e3a4b
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diff --git a/CHANGELOG.rst b/CHANGELOG.rst
@@ -15,11 +15,18 @@ Added
 - ``tf.ConfigProto`` configuration can now be specified
   for tensorflow based pipelines
 - open api spec for the Rasa Core SDK action server
+- documentation about early deactivation of a form in validation
+- utility functions for colored logging
+- open webbrowser when visualizing stories
 
 Changed
 -------
 - starter packs are now tested in parallel with the unittests,
   and only on master and branches ending in ``.x`` (i.e. new version releases)
+- renamed ``train_dialogue_model`` to ``train``
+- renamed ``rasa_core.evaluate`` to ``rasa_core.test``
+- changed export paths for interactive training to ``data/core/stories.md``,
+  ``data/nlu/nlu.md`` and ``data/nlu/nlu_interactive.md``
 
 Removed
 -------

diff --git a/docs/api/agent.rst b/docs/api/agent.rst
@@ -1,3 +1,9 @@
+:desc: Read how to use the agent api to control most functionalities like
+       training, loading and using a model of open source chatbot framework
+       Rasa Stack.
+
+.. _agent:
+
 Agent
 =====
 

diff --git a/docs/api/dispatcher.rst b/docs/api/dispatcher.rst
@@ -1,3 +1,8 @@
+:desc: Define the message you sent with your open source chatbot to your using
+       including buttons and other GUI elements.
+
+.. _dispatcher:
+
 Dispatcher
 ==========
 

diff --git a/docs/api/events.rst b/docs/api/events.rst
@@ -1,3 +1,6 @@
+:desc: Use events in open source library Rasa Core to support functionalities
+       like resetting slots, scheduling reminder or pausing a conversation.
+
 .. _events:
 
 Events

diff --git a/docs/api/featurizer.rst b/docs/api/featurizer.rst
@@ -1,3 +1,6 @@
+:desc: Find out how to apply machine learning algorithms to conversational AI
+       using vector representations of conversations with Rasa Stack.
+
 .. _featurization:
 
 Featurization

diff --git a/docs/api/interpreter.rst b/docs/api/interpreter.rst
@@ -1,3 +1,6 @@
+:desc: Read how Rasa Stack interprets a message or non-textual input like
+       buttons or other structured input for contextual conversation design.
+
 .. _interpreters:
 
 Interpreters
@@ -85,5 +88,5 @@ and entities:
 
     /add_to_shopping_list@0.825{"item": ["milk", "salt"]}
 
-	
+
 .. include:: ../feedback.inc
diff --git a/docs/api/policy.rst b/docs/api/policy.rst
@@ -1,3 +1,9 @@
+:desc: Manage policies to enable machine learning based predictions of the
+       next action to ensure contextual conversations using open source
+       libraries from Rasa Stack.
+
+.. policy:
+
 Policy
 ======
 

diff --git a/docs/api/slots_api.rst b/docs/api/slots_api.rst
@@ -1,4 +1,6 @@
-:desc: A list of all Rasa Core slot types
+:desc: Define different slots variables to store contextual information that can
+       personalise user experience using machine learning based dialogue
+       management. 
 
 .. _slot_types:
 

diff --git a/docs/api/tracker.rst b/docs/api/tracker.rst
@@ -1,3 +1,9 @@
+:desc: The tracker stores and maintains the state of the dialogue with a single
+       user enabling contextual dialogues based on machine learning library
+       Rasa Core.
+
+.. _dialogue_state_tracker:
+
 Dialogue State Tracker
 ======================
 

diff --git a/docs/architecture.rst b/docs/architecture.rst
@@ -1,3 +1,7 @@
+:desc: Check the architecture to understand how Rasa Core uses machine
+       learning, context and state of the conversation to predict the
+       next action of the AI Assistant.
+
 .. _architecture:
 
 High-Level Architecture
@@ -32,4 +36,3 @@ The process is handled by the :class:`rasa_core.agent.Agent` class.
 
 
 .. include:: feedback.inc
-
diff --git a/docs/brokers.rst b/docs/brokers.rst
@@ -1,3 +1,6 @@
+:desc: Find out how open source chatbot framework Rasa Stack allows
+       you to stream events to a message broker.
+
 .. _brokers:
 
 Event Brokers
@@ -95,5 +98,3 @@ example:
 
 
 .. include:: feedback.inc
-
-
diff --git a/docs/changelog.rst b/docs/changelog.rst
@@ -1,6 +1,10 @@
 :desc: Rasa Core Changelog
 
 .. include:: ../CHANGELOG.rst
+Added
+-------
+- Added `priority` property of policies to influence best policy in the case of equal confidence
+
 Changed
 -------
-- Change payloads from "text" to "message" in files: server.yml, docs/connectors.rst, rasa_core/server.py, rasa_core/training/interactive.py, tests/test_interactive.py
+- Change payloads from "text" to "message" in files: server.yml, docs/connectors.rst, rasa_core/server.py, rasa_core/training/interactive.py, tests/test_interactive.py
diff --git a/docs/connectors.rst b/docs/connectors.rst
@@ -1,3 +1,7 @@
+:desc: Choose Facebook, Slack or Telegram as your channel for contextual
+       Assistants and chatbots or build new ones for your own app or website
+       using open source Rasa Stack. 
+
 .. _connectors:
 
 Chat & Voice platforms

diff --git a/docs/debugging.rst b/docs/debugging.rst
@@ -1,4 +1,5 @@
-:desc: Tips for Debugging a Rasa bot
+:desc: Read more how to learn from real user input and behaviour by debugging
+       your contextual AI assistants and chatbots using open source libraries.
 
 .. _debugging:
 
@@ -106,5 +107,3 @@ for example ``--nlu_data mydata.json``.
 
 
 .. include:: feedback.inc
-
-
diff --git a/docs/docker.rst b/docs/docker.rst
@@ -1,4 +1,5 @@
-:desc: Using Rasa Core with Docker.
+:desc: Find out how to setup Rasa Core with Docker in your own infrastructure
+       as a chatbot framework. 
 
 .. _docker:
 
@@ -36,5 +37,3 @@ You may in addition run any Rasa Core command inside the container with
 
 
 .. include:: feedback.inc
-
-
diff --git a/docs/docker_walkthrough.rst b/docs/docker_walkthrough.rst
@@ -1,4 +1,5 @@
-:desc: Building Rasa with Docker
+:desc: Setup open source Rasa Core with Docker in your own infrastructure for on
+       premise contextual AI assistants and chatbots. 
 
 .. _docker_walkthrough:
 

diff --git a/docs/domains.rst b/docs/domains.rst
@@ -1,4 +1,5 @@
-:desc: Understanding Rasa Core Domains
+:desc: Define intents, entities, slots and actions in Rasa to build contextual
+       AI Assistants and chatbots using open source bot framework Rasa Stack. 
 
 .. _domain:
 
@@ -232,6 +233,3 @@ featurized as normal.
 
 
 .. include:: feedback.inc
-
-
-
diff --git a/docs/evaluation.rst b/docs/evaluation.rst
@@ -1,4 +1,6 @@
-:desc: How to evaluate a Rasa Core model
+:desc: Evaluate and validate your machine learning models for open source
+       library Rasa Core to improve the dialogue management of your contextual
+       AI Assistant. 
 
 .. _evaluation:
 
@@ -28,7 +30,7 @@ We count any story as `failed` if at least one of the actions
 was predicted incorrectly.
 
 In addition, this will save a confusion matrix to a file called
-``results/story_confmat.pdf``. The confusion matrix shows, for each action in 
+``results/story_confmat.pdf``. The confusion matrix shows, for each action in
 your domain, how often that action was predicted, and how often an
 incorrect action was predicted instead.
 

diff --git a/docs/fallbacks.rst b/docs/fallbacks.rst
@@ -1,4 +1,5 @@
-:desc: Fallback and Default Actions in Rasa Core
+:desc: Define custom fallback actions with thresholds for NLU and Core for letting
+       your conversation fail gracefully with open source dialogue management.
 
 .. _fallbacks:
 
@@ -65,7 +66,7 @@ policy configuration file. For example:
       core_threshold: 0.3
       fallback_action_name: "my_fallback_action"
 
-  
+
 .. note::
   If your custom fallback action does not return a ``UserUtteranceReverted`` event,
   the next predictions of your bot may become inaccurate, as it is very likely that
@@ -82,6 +83,3 @@ called ``out_of_scope``, then you should add this as a story:
 
 
 .. include:: feedback.inc
-
-
-
diff --git a/docs/index.rst b/docs/index.rst
@@ -1,3 +1,7 @@
+:desc: Get started with machine learning dialogue management to scale your bot
+       development using Rasa Stack as a conversational AI platform.
+
+.. _index:
 
 The Rasa Core dialogue engine
 =============================
@@ -103,5 +107,3 @@ The Rasa Core dialogue engine
    docker
    changelog
    support
-
-
diff --git a/docs/installation.rst b/docs/installation.rst
@@ -1,3 +1,7 @@
+:desc: Join our community by installing open source Rasa Core for machine
+       learning based dialogue management to develop on premise contextual
+       assistants and chatbots. 
+
 .. _installation:
 
 Installation
@@ -91,9 +95,9 @@ chatbot. On top of that, the starter-pack includes a training data set ready
 for you to use.
 
 Click the link below to get the Rasa Stack starter-pack:
-	
+
 `Rasa Stack starter-pack <https://github.com/RasaHQ/starter-pack-rasa-stack>`_
-	
+
 Let us know how you are getting on! If you have any questions about the starter-pack or
 using Rasa Stack in general, post your questions on `Rasa Community Forum <https://forum.rasa.com>`_!
 
@@ -169,4 +173,3 @@ Volume Explanation
     But don't forget to reflect this changes in the docker compose file and in your endpoint configuration.
 
 .. include:: feedback.inc
-
diff --git a/docs/interactive_learning.rst b/docs/interactive_learning.rst
@@ -1,4 +1,6 @@
-:desc: Interactive Learning with Rasa Core
+:desc: Use Interactive learning to continuously validate and improve the
+       performance of your AI Assistant using machine learning based
+       open source dialogue management. 
 
 .. _interactive_learning:
 

diff --git a/docs/migrations.rst b/docs/migrations.rst
@@ -1,4 +1,5 @@
-:desc: Upgrading your Rasa Core Project
+:desc: Information about changes between major versions of chatbot framework
+       Rasa Core and how you can migrate from one version to another.
 
 .. _migration:
 

diff --git a/docs/policies.rst b/docs/policies.rst
@@ -1,4 +1,5 @@
-:desc: Understanding Rasa Core Policies
+:desc: Define and train custom policies to optimise your contextual assistant
+       for longer context or unseen utterances which require generalisation.
 
 .. _policies:
 

diff --git a/docs/quickstart.rst b/docs/quickstart.rst
@@ -1,3 +1,6 @@
+:desc: Check this tutorial on how to get started with our open source framework
+       for building contextual AI assistants and chatbots.  
+
 .. _quickstart:
 
 Quickstart
@@ -478,7 +481,5 @@ this:
        - title: "super sad"
          payload: "super sad"
 
-		
-.. include:: feedback.inc
-
 
+.. include:: feedback.inc
diff --git a/docs/responses.rst b/docs/responses.rst
@@ -1,3 +1,6 @@
+:desc: Read more how to define bot utterances or use a service to generate the
+       responses using Rasa Stack as an open source chatbot platform. 
+
 .. _responses:
 
 Bot Responses
@@ -141,5 +144,3 @@ The bot will then use this response and sent it back to the user.
 
 
 .. include:: feedback.inc
-
-
diff --git a/docs/run-code-in-custom-actions.rst b/docs/run-code-in-custom-actions.rst
@@ -1,4 +1,5 @@
-:desc: Running actions and custom code with Rasa.
+:desc: Read more about how to run custom actions and code with open source Rasa
+       Stack to integrate your contextual Assistant in your processes and databases. 
 
 .. _customactions:
 

diff --git a/docs/server.rst b/docs/server.rst
@@ -1,4 +1,5 @@
-:desc: The Rasa Core REST API
+:desc: Find out how to use the HTTP API of Rasa Core to integrate
+       with your backend components.
 
 .. _section_http: