RoboFab Guide

A conversational AI assistant built from real lab pain points — scattered resources and complex robotic fabrication workflows.

Combines knowledge retrieval (RAG) with large language models. Structures domain knowledge — robots, materials, fabrication processes — into retrievable, executable guidance rather than generic answers.

Designed from the lab floor up: identified recurring questions, built structured knowledge base, implemented RAG pipeline with VS Code + ChatGPT integration, iterated on workflow coverage.

A deployable open-source assistant that guides users through complete fabrication workflows, reduces repetitive communication, and builds community knowledge over time.