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Powering spaCy with Wave

Project description

Powering spaCy with Wave

Python Version PyPI Version PyPI Downloads Documentation License GitHub

Building blocks for interactive and customizable spaCy-powered apps with Wave



๐Ÿš€ Installation

Python 3.6+ is required

To install stable version from PyPI (recommended):

python3 -m venv venv
source venv/bin/activate
pip install --upgrade pip setuptools wheel
pip install wacy

To install development version:

git clone https://github.com/thewaverguy/wacy
cd wacy
python3 -m venv venv
source venv/bin/activate
pip install --upgrade pip setuptools wheel
python3 -m pip install -r requirements.txt

๐Ÿ’ป Setup

Wave

Download and run the Wave server (latest version recommended):

On Linux:

wget https://github.com/h2oai/wave/releases/download/v0.13.0/wave-0.13.0-linux-amd64.tar.gz
tar -xvzf wave-0.13.0-linux-amd64.tar.gz
cd wave-0.13.0-linux-amd64
./waved

On Mac:

wget https://github.com/h2oai/wave/releases/download/v0.13.0/wave-0.13.0-darwin-amd64.tar.gz
tar -xvzf wave-0.13.0-darwin-amd64.tar.gz
cd wave-0.13.0-darwin-amd64
./waved

You should see the Wave server running:

#
# โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”
# โ”‚  โ”Œ    โ”Œ โ”Œโ”€โ”€โ” โ”Œ  โ”Œ โ”Œโ”€โ”€โ”  โ”‚ H2O Wave
# โ”‚  โ”‚ โ”Œโ”€โ”€โ”˜ โ”‚โ”€โ”€โ”‚ โ”‚  โ”‚ โ””โ”    โ”‚ 0.13.0 20210306054523
# โ”‚  โ””โ”€โ”˜    โ”˜  โ”˜ โ””โ”€โ”€โ”˜  โ””โ”€โ”˜  โ”‚ ยฉ 2021 H2O.ai, Inc.
# โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜
#

spaCy

Download spaCy models

python3 -m spacy download en_core_web_sm
python3 -m spacy download en_core_web_md
...

The above two models are required to run the sample base app.

You can also download more / other models and configure the app accordingly.

๐Ÿ› ๏ธ Usage

Create a file for the Wave app:

# wave_app.py
from h2o_wave import Q, main, app
from wacy.apps import BaseApp

wacy_app = BaseApp()

@app('/wacy')
async def serve(q: Q):
    await wacy_app.serve(q)

Run the app: wave run wave_app.py

The app will be available on http://localhost:10101/wacy

๐Ÿ“– Documentation

Documentation: https://wacy.readthedocs.io
Examples: https://wacy.readthedocs.io/en/latest/examples.html

๐Ÿ“‹ License

This project is licensed under the Apache License 2.0

๐Ÿ™ Credits

spaCy: https://spacy.io/
Wave: https://h2oai.github.io/wave/

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