Dao Framework - AI-Powered Collaborative Data Science

Architectural diagram of the Dao Framework showing the integration of its core components within the SAGE3 environment.

Project Overview

For my Master’s thesis, I designed and developed the “Dao” conceptual framework, a significant enhancement to the SAGE3 collaborative environment aimed at supporting hybrid, interdisciplinary data science and AI teams. Dao represents a comprehensive approach to integrating cutting-edge AI capabilities, programmatic control, and spatial organization into a unified collaborative system.

System Architecture

The Dao framework consists of several integrated components:

• Seer: An LLM integration framework using Langchain & BentoML for AI assistance
• PySAGE3: A stateful Python API enabling programmatic control of the environment
• Foresight Engine: A central coordination system managing interactions between components