"When Your SME Ghosts You: Using GenAI to Build a Database Documentation Agent" - Denise Williams скачать в хорошем качестве

"When Your SME Ghosts You: Using GenAI to Build a Database Documentation Agent" - Denise Williams

Pyohio_2025 Denise Williams https://www.pyohio.org/2025/program/t... Have you ever been handed a mystery database and told, “You’ll figure it out”... with no documentation, no SME, and no time? In this session, I’ll share how I turned a frustrating (and very relatable) real-world problem into a capstone project for Kaggle's Gen AI 5 Day Intensive Course with Google: building a GenAI-powered Database Documentation Agent using Python, SQLite, and the Gemini API — aka what I like to call my SME Ghost Protocol. I’ll walk through how I used GenAI to automatically generate natural language summaries, answer ad-hoc schema questions, and create entity relationship diagrams — even when human help wasn't available. We'll dive into the challenges of working with GenAI as a "coding partner," designing prompts like communication plans, and lessons learned the hard way about iteration, hallucination, and debugging when you're flying solo. Expect live demos, practical takeaways, a little workplace sarcasm, and ideas for how you can launch your own SME Ghost Protocol — because sometimes, GenAI is the only teammate who shows up.👻 === https://PyOhio.org Founded in 2008, PyOhio is a free annual Python programming language community conference based in Ohio. Content ranges from beginner to advanced and is intended to be relevant to all types of Python users: students, software professionals, scientists, hobbyists, and anyone looking to learn more. Sun Jul 27 13:15:00 2025 at Ballroom A Produced by NDV:    / @nextdayvideo