Building a Translation Pipeline for International Contract Bidding

This document outlines a sophisticated system for managing and automating the process of translating legal documents, specifically proposals. The system is designed to handle tasks such as monitoring directories for new or updated files, submitting these documents for translation via an API, tracking job statuses, validating completed translations, and ensuring timely delivery. Below are key components and their roles in this pipeline:

Components Overview

1. TranslationQueue: Manages a queue of documents that need translation.
2. DocumentChangeHandler: Watches directories for changes and adds new or modified files to the TranslationQueue.
3. TranslationServiceAPI: Interacts with an external service (via API) to submit documents for translation, track job statuses, and download completed translations.
4. DownloadAndValidateTranslation: Ensures that downloaded translations meet quality standards before being delivered.
5. TranslationMonitor: Monitors the queue for potential delays or issues and sends alerts as necessary.

Detailed Breakdown

TranslationQueue

• Manages a list of documents awaiting translation, prioritizing based on urgency (e.g., deadlines).
• Provides methods to add new documents, retrieve batches for processing, and mark jobs as completed.

DocumentChangeHandler

• Uses the watchdog library to

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