Development of RAG System and Automation Workflows

📅 2025-02-02 — Session: Development of RAG System and Automation Workflows

🕒 13:15–15:30
🏷️ Labels: Automation, Rag System, Workflow, Supabase, Data Processing, Integration
📂 Project: Dev
⭐ Priority: MEDIUM

The primary goal of this session was to develop and refine the Retrieval-Augmented Generation (RAG) system and automate associated workflows.

Organized and automated data processing workflows, integrating cloud solutions with Supabase.
Assessed progress in data and workflow setup, identifying key milestones and skills demonstrated.
Developed a comprehensive RAG system through iterative sessions, focusing on AI chatbot integration and document processing.
Consolidated document types within the RAG system for efficient retrieval and management.
Enhanced file processing automation, debugging pipelines, and establishing workflow documentation.
Analyzed tasks for ongoing projects, categorizing them as ‘Done’ or ‘In Progress’.
Brainstormed and developed modular workflows for clustering, summarization, and RAG tools.
Outlined tasks for the Media Master Project, aligning them with recent automation developments.

Fully functional data processing system with cloud integration.
Established a functional workflow for data management and RAG system development.
Enhanced automation in file processing and workflow documentation.
Developed modular workflows for clustering and summarization.

Further improvements in workflow optimization and task alignment with ongoing projects.
Continued development and refinement of automation techniques for the Media Master Project.