motion-python 0.1.1

A trigger-based framework for creating and executing ML pipelines.

motion

A framework for building ML applications, using a trigger-based execution model.

Getting Started

You must use Python 3.7. We recommend using poetry to manage your virtual environment and dependencies. You can install poetry here. Once you have poetry installed, clone this repo and run the following command to install the dependencies:

poetry install

Using API

Run motion serve to start the API server from your application directory.

Writing a get request:

const identifier = await fetch('http://localhost:8000/js/set/', {
  method: 'POST',
  headers: {
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
    "relation": "query",
    "key_values": {"prompt": "the beach"}
  }),
});

This should return an identifier, like "cb1f1cd1-67d3-40b5-88a1-25e0ba1b0663".

You can then use this identifier to get the result:

const getresponse = await fetch('http://localhost:8000/js/get/', {
  method: 'GET',
  headers: {
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
    "relation": "query",
    "identifier": identifier,
    "keys": [
        "identifier",
        "text_suggestion",
        "catalog_img_id",
        "catalog_img_score",
    ],
    "include_derived": true
  }),
});