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Project Briefing: Dockerized API Service for Stanza NLP Library

Objective

Develop a Dockerized API service that integrates the Stanza Natural Language Processing (NLP) library. The service should be able to process JSON input, execute Stanza functions, and return JSON output.

Key Features

  • Docker Image

    • Create a Docker image containing a Flask application and the Stanza library.
  • API Functionality

    • The API should accept JSON input, utilize the Stanza library for NLP processing, and return JSON output.
  • Customization

    • Allow environment variable settings for language selection (e.g., Spanish, English, German) and Stanza processors.
  • Automated Build & Deployment

    • Set up a GitHub Action for building the Docker image and publishing it to Docker Hub.
  • Integration

    • Ensure compatibility with Docker Compose for easy integration into existing setups.

Success Criteria

  • The container, when run, should be accessible via an endpoint and capable of processing and responding to JSON requests as per the specified configurations.