Machine learning based dialogue engine for conversational software.
Project description
Rasa Python-SDK
Python SDK for the development of custom actions for Rasa Core.
Installation
To install the SDK run
pip install rasa_core_sdk
Compatibility
SDK version | compatible Rasa Core version |
---|---|
0.12.x |
>=0.12.x |
0.11.x |
0.11.x |
not comatible | <=0.10.x |
Usage
Detailed instructions can be found in the Rasa Core Documentation about Custom Actions.
Docker
Usage
In order to start an action server using implemented custom actions,
you can use the available Docker image rasa/rasa_core_sdk:latest
.
Before starting the action server ensure that the folder containing
your actions is handled as Python module and therefore has to contain
a file called __init__.py
Then start the action server using:
docker run -p 5055:5055 --mount type=bind,source=<ABSOLUTE_PATH_TO_YOUR_ACTIONS>,target=/app/actions \
rasa/rasa_core_sdk:latest
The action server is then avaible at http://localhost:5055/webhook
.
Custom Dependencies
To add custom dependencies you enhance the given Docker image, e.g.:
FROM rasa/rasa_core_sdk:latest
# To install system dependencies
RUN apt-get update -qq && \
apt-get install -y <NAME_OF_REQUIRED_PACKAGE> && \
apt-get clean && \
rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
# To install packages from PyPI
RUN pip install --no-cache-dir <A_REQUIRED_PACKAGE_ON_PYPI>
License
Licensed under the Apache License, Version 2.0. Copyright 2018 Rasa Technologies GmbH. Copy of the license.
A list of the Licenses of the dependencies of the project can be found at the bottom of the Libraries Summary.
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