πŸ“… 2025-01-28 β€” Session: Developed Modular AI Workflow Framework

πŸ•’ 13:35–14:50
🏷️ Labels: Modular Ai, Workflow Automation, Rag Mastery, UI/UX, Flask, Debugging
πŸ“‚ Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to conceptualize and plan a modular AI workflow framework and explore enhancements for the RAG Mastery Prototype.

Key Activities

  • Developed a comprehensive framework for modular knowledge workflows, detailing components for inputs, prompts, outputs, and UI/UX concepts.
  • Explored off-the-shelf solutions for building modular AI-driven systems, including workflow automation and prompt orchestration.
  • Proposed a unique product opportunity combining modular AI workflows with drag-and-drop UI and integration with various data sources.
  • Planned enhancements for the RAG Mastery Prototype UI, focusing on UI improvements, prompt pipeline features, and backend enhancements.
  • Outlined the frontend architecture for ChatGPT and similar applications, emphasizing key technologies and design principles.
  • Detailed the team structure needed for launching a market-competitive product, emphasizing project lead responsibilities and team roles.
  • Described a project for developing a modular AI workflow platform with configurable workflows and automation features.
  • Highlighted the strengths of Emiliano Spinella in product management and platform development.
  • Presented an improved HTML template for the RAG Mastery project using modern design principles.
  • Designed the architecture for a β€˜Box of Context’ system for file uploads, detailing backend and frontend functionalities.
  • Implemented a Flask backend for the β€˜Box of Context’ system, providing setup and code details.
  • Debugged file upload issues in Flask and JavaScript, providing a systematic troubleshooting approach.

Achievements

  • Conceptualized a modular AI workflow framework with potential product opportunities.
  • Enhanced the RAG Mastery Prototype UI and tech stack.
  • Improved understanding of frontend architecture and team roles for product launch.

Pending Tasks

  • Further development and testing of the modular AI workflow platform.
  • Implementation of proposed UI enhancements for the RAG Mastery Prototype.
  • Continued debugging and optimization of the β€˜Box of Context’ system.