📅 2025-01-29 — Session: Implemented RAG and rclone synchronization workflows
🕒 21:30–22:25
🏷️ Labels: Rclone, RAG, Synchronization, Folder Structure, Automation
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal: The session aimed to implement and optimize synchronization workflows using rclone and enhance Retrieval-Augmented Generation (RAG) systems for efficient data management and AI retrieval.
Key Activities:
- Set up synchronization between local directories and Google Drive using rclone, including handling of empty directories and deletion issues.
- Designed and implemented a structured directory for RAG systems, focusing on efficient data organization and retrieval.
- Developed a tiered folder structure for RAG, aligning it with academic and teaching resources.
- Integrated bi-directional syncing in RAG pipelines for seamless data ingestion and management.
Achievements:
- Successfully synchronized local files with Google Drive using rclone, ensuring data integrity and efficient file management.
- Established a comprehensive RAG bucket design, enhancing AI retrieval capabilities.
- Created a robust folder structure for teaching and academic resources, improving usability and scalability.
Pending Tasks:
- Further automation of the RAG system alignment with academic folders.
- Optimization of the RAG pipeline for enhanced AI integration and retrieval.