Enhancements and Integration in Automation Scripts

📅 2025-07-09 — Session: Enhancements and Integration in Automation Scripts

🕒 16:05–16:55
🏷️ Labels: Automation, Scripting, Promptflow, UID, Pipeline
📂 Project: Dev
⭐ Priority: MEDIUM

The session aimed to enhance and integrate various automation scripts and workflows to improve data handling, traceability, and script efficiency.

Script Enhancements: Upgraded the 02b_export_results_to_jsonl.py script with improved logging, directory handling, UID generation, and metadata export.
PromptFlow Schema Design: Enhanced PromptFlow outputs and schemas for better data auditability and integration into modular pipelines.
Stable UID Implementation: Incorporated stable page_uid for tracking and deduplication in web scraping and labeling scripts.
Legal Content Analysis: Analyzed and proposed reforms for Article 18 and unified legal writing on information access.
Pipeline Diagnostics: Conducted a diagnostic walkthrough of a pipeline run, suggesting improvements and naming conventions.
Roadmap Revision: Revised the weekly roadmap for backend pipeline implementation, detailing completed tasks and future milestones.

Successfully enhanced multiple scripts and workflows, leading to improved data handling and integration.
Established a stable UID system for consistent data tracking across processes.
Developed a comprehensive diagnostic report for pipeline management.

Further refinement of PromptFlow schemas and UID integration in additional scripts.
Continued development of the backend pipeline as per the revised roadmap.