📅 2025-06-12 — Session: Enhancement of JSON Structure and Automation Scripts
🕒 03:30–04:35
🏷️ Labels: JSON, Automation, Python, Data Processing, Promptflow
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal
The primary goal of this session was to enhance the JSON structure used in article organization and to develop automated scripts for data processing and prompt output handling.
Key Activities
- JSON Structure Review: Reviewed the current JSON schema for organizing articles, focusing on thematic coherence, group validation, and redundancy elimination.
- Automation Scripts: Developed and improved Python scripts for automating Promptflow output processing, real-time logging, and data processing.
- Promptflow Script: Enhanced to allow real-time logging and added error handling.
- Data Processing Script: Automated the processing of
pfout_*.jsonl
files, extracting nested structures and generating output files for articles and seed ideas. - Error Handling: Addressed a syntax error in the Pandas
merge
function and provided a solution.
Achievements
- Improved the coherence and efficiency of the JSON schema for articles.
- Automated key workflows in data processing and prompt output handling, reducing manual intervention.
- Enhanced error handling and logging capabilities in automation scripts.
Pending Tasks
- Implement suggested enhancements for file processing efficiency in the data processing script.
- Validate and normalize data based on the evaluation of seed ideas for editorial content.