📅 2025-01-29 — Session: Optimized RAG and Google Drive Sync
🕒 21:30–22:25
🏷️ Labels: RAG, Rclone, Google Drive, Folder Structure, Automation
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal
The session aimed to optimize data management and synchronization processes using RAG (Retrieval-Augmented Generation) systems and rclone for Google Drive.
Key Activities
- Rclone Synchronization: Implemented synchronization of local folders with Google Drive using rclone, including handling of empty directories and bi-directional sync.
- RAG Bucket Design: Optimized the design of RAG buckets for efficient AI retrieval, focusing on structured data and metadata tagging.
- Folder Structure Design: Developed a comprehensive folder structure for RAG workflows, integrating with Supabase for teaching, accounting, and political narratives.
- Teaching Directory Critique: Critiqued and suggested improvements for a teaching folder structure to enhance usability and scalability.
Achievements
- Successfully synchronized local and cloud directories using rclone, ensuring data consistency and integrity.
- Established a robust RAG bucket design to support AI-driven data retrieval.
- Created a scalable and organized folder structure for diverse workflows.
Pending Tasks
- Further automation of the RAG pipeline and synchronization processes.
- Implementation of suggested improvements for the teaching directory structure.