📅 2025-05-10 — Session: Refactored CLI and Script Enhancements

🕒 18:15–19:15
🏷️ Labels: Python, CLI, Automation, Refactoring, Scripting
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to enhance various Python scripts and CLI tools for improved automation, modularity, and functionality in processing GPT chat logs.

Key Activities

  • Enhancements to Cropper Functionality: Modified the main() function of a CLI tool to run only when new data is detected using a hash check mechanism.
  • Refactoring PromptFlow Batch Script: Improved a script for processing daily GPT chat logs with CLI flexibility and reusability.
  • General-Purpose CLI Tool for Merging Logs: Developed a reusable Python script for merging JSONL logs with flexible date ranges and directory paths.
  • Refactoring for Modular CLI Compatibility: Enhanced a script for better separation of configuration, execution, and reusability with new CLI features.
  • CLI Parser for Embedding Daily Logs: Created a scaffold for embedding enriched GPT logs into ChromaDB with metadata tracking.
  • Refactoring CLI for Enhanced Functionality: Transitioned to a new CLI-based main() with dynamic configuration handling and new features.
  • Dependency Map and Function Refactoring: Outlined necessary functions and refactored embed_all_logs(...) for new CLI arguments.
  • Cleaned-Up Imports and Configuration Refactoring: Organized imports and transitioned configurations to use argparse.
  • Review and Improvements for CLI Pipeline Methods: Conducted a comprehensive review and suggested improvements for CLI pipeline methods.
  • Creation of run_all_daily.py Orchestration Script: Designed a script for orchestrating daily log processing.

Achievements

The session successfully refactored and enhanced multiple scripts and CLI tools, improving automation, modularity, and functionality.

Pending Tasks

No major pending tasks were identified, but continuous monitoring and minor adjustments may be needed as the system evolves.