sentiment-analysis-py

Sentiment Analysis

This example is based on the newer Spin Python SDK based on componentize-py.

This repository contains an API that performs sentiment analysis and a simple UI to interact with it.

Please check the repo's README for prerequisites for running this example.

Build and Running

$ python3 -m venv venv
$ source venv/bin/activate
$ pip3 install -r requirements.txt
$ spin build --up

Note: If you are using the Cloud GPU component, remember to reference the runtime-config.toml file, e.g.: spin build --up --runtime-config-file ./runtime-config.toml.

Test the Application

$ curl -X POST --data '{"sentence":"Everything is awesome!"}' https://sentiment-analysis-abc-xyz.fermyon.app/

You can access the UI at http://localhost:3000. The KV-Explorer can be found at http://localhost:3000/internal/kv-explorer.

Deploy the application to Fermyon Cloud

$ spin deploy