📅 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.