https://github.com/nextml-code/karlovic

Python library for serving models
https://github.com/nextml-code/karlovic

Last synced: 1 day ago
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Python library for serving models

• Host: GitHub
• URL: https://github.com/nextml-code/karlovic
• Owner: nextml-code
• License: apache-2.0
• Created: 2020-10-20T09:42:06.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2020-12-15T13:11:17.000Z (about 4 years ago)
• Last Synced: 2024-12-18T01:18:52.220Z (28 days ago)
• Language: Python
• Homepage:
• Size: 43 KB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

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README

        
============

Model Server

============

NOTE: Currently in beta development. Breaking changes may happen at any time.

The Karlovic library aims to simplify the process of setting up a htts server that serves machine learning models.

Install

=======

.. code-block::

    pip install karlovic

Usage

=====

.. code-block:: python

    from karlovic import model_server

    def bottle_configuration_function(bottle):

      # Configure bottle

      pass

    plugins = [

      SomePlugin,

      ...

    ]

    app, run_server = model_server(plugins, bottle_configuration_function)

    # Use the app decorator to define endpoints

    @app.get('/hello')

    def hello():

      return "
Hello World
"


    @app.post('/world')

    def hello(image):

      return "some response"

    use_image_form(app, ['/world'])

    # Creates GET '/world/form' that posts an

    # image to '/world'

    run_server()