This is the working prototype of the mobile application, built on a Retrieval-Augmented Generation (RAG) workflow. The interface was designed in Figma, and deployment is currently in progress.
Griptape RAG+ ComfyUI /Flux + LLM + Custom Lora Training + Hunyuan 3D + APIs + Karamba Grasshopper + Figma + PyCharm
formatAI for Circular Economy
Category- MS Architectural technologies
Location- SCI-Arc, Los Angeles, CA
Year- Thesis Prep, Spring 2025
Type- Individual
Will design and technology ever align seamlessly instead of working in parallel?
one builds the tools, the other shapes the vision. But what happens when the pipeline is the project — when the interface thinks like a designer, and waste material becomes the starting point?
This project asks: Can AI become less of a backend and more of a cohesive, creative system?
It’s a feedback loop of image input, retrieval-augmented generation, LoRA-tuned precision, and fabrication logic. Turning raw, discarded material into fully buildable output in seconds. Designed for a generation that loves one-click results, ideally from the couch.
All the designs in the video use waste cardboard paper as their input. Each output is a buildable architectural form generated in a single click, complete with assembly diagrams and logical construction sequencing. All designs were developed using the RAG workflow, grounded in fabrication-aware logic.
Studio Instructor-
Casey Rehm
Case miller