fxn 0.0.14

Run on-device and cloud AI prediction functions in Python. Register at https://fxn.ai.

Function for Python and CLI

Run AI prediction functions (a.k.a "predictors") in your Python apps. With Function, you can build AI-powered apps by creating and composing GPU-accelerated predictors that run in the cloud. In a few steps:

Installing Function

Function is distributed on PyPi. This distribution contains both the Python client and the command line interface (CLI). To install, open a terminal and run the following command:

pip install fxn

Note that Function requires Python 3.9+

Signing in to Function

Head over to fxn.ai to create an account by logging in. Once you do, generate an access key:

Now, let's login to the Function CLI with your access key. Open a terminal and run the following command:

fxn auth login <ACCESS KEY>

You should see information about your Function account:

Making a Prediction

You can start off by running an existing predictor on Function. Let's run the @natml/stable-diffusion predictor which accepts a text prompt and generates a corresponding image. In terminal, run the following command:

fxn predict @natml/stable-diffusion --prompt "An astronaut riding a horse on the moon"

And within a few seconds, you should see a creepy-looking image pop up 😅:

Creating a Predictor

At some point, you might want to create your own predictor. With Function, you don't have to deal with GitHub repos, Dockerfiles, or weird YAMLs. All you need is a Jupyter Notebook with a predict function. See our samples project for more.

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Useful Links

• Discover predictors to use in your apps.
• Join our Discord community.
• Check out our docs.
• Learn more about us on our blog.
• Reach out to us at [e-mail].

Function is a product of NatML Inc.