Padatious
An efficient and agile neural network intent parser powered by fann.
This repository contains a OVOS pipeline plugin and bundles a fork of the original padatious from the defunct MycroftAI
Features
- Intents are easy to create
- Requires a relatively small amount of data
- Intents run independent of each other
- Easily extract entities (ie. Find the nearest gas station ->
place: gas station) - Fast training with a modular approach to neural networks
Installing
Padatious requires the following native packages to be installed:
- [
FANN][fann] (with dev headers) - Python development headers
pip3swig
Ubuntu:
sudo apt-get install libfann-dev python3-dev python3-pip swig libfann-dev python3-fann2
Next, install Padatious via pip3:
pip3 install padatious
Padatious also works in Python 2 if you are unable to upgrade.
Direct Usage
Here's a simple example of how to use Padatious:
from ovos_padatious import IntentContainer
container = IntentContainer('intent_cache')
container.add_intent('hello', ['Hi there!', 'Hello.'])
container.add_intent('goodbye', ['See you!', 'Goodbye!'])
container.add_intent('search', ['Search for {query} (using|on) {engine}.'])
container.train()
print(container.calc_intent('Hello there!'))
print(container.calc_intent('Search for cats on CatTube.'))
container.remove_intent('goodbye')
License
NOTE: This plugin is an exception to OVOS universal donor policy
It is licensed under the Apache 2 license, however it depends on fann2 which is licensed under the LGPL. Why is this an issue?
1 maintainer
Release files for ovos-padatious 1.4.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ovos_padatious-1.4.3.tar.gz | 38.5 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ovos_padatious-1.4.3-py2.py3-none-any.whl | Python 2, Python 3 | none | any | Details |
Total release size: 80.1 kB
Release files / ovos_padatious-1.4.3.tar.gz
| Download URL | ovos_padatious-1.4.3.tar.gz |
|---|---|
| Size | 38.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.9.25
|
Release files / ovos_padatious-1.4.3-py2.py3-none-any.whl
| Download URL | ovos_padatious-1.4.3-py2.py3-none-any.whl |
|---|---|
| Size | 41.6 kB |
| Tags | Python 2 Python 3 |
|
SHA-256 checksum How to use checksums |
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|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.2.0 CPython/3.9.25
|
