Follow Along RAG demo with Runpod and Open-WebUI


Details
About This Event
Join us for an interactive, live follow-along demo where we’ll walk through building Retrieval-Augmented Generation (RAG) queries against real HR documentation using cutting-edge open-source tools. You’ll see end-to-end how to spin up compute in RunPod, drive local LLMs with Ollama, manage your RAG interface in Open-webUI, and use the newest popular open weight model Gemma3.
What You’ll Learn
- RunPod Basics: Provision GPU instances on demand and optimize them for cost and performance.
- Ollama in Action: Load and run language models locally.
- Open-webUI: Access models in a clean interface and manage reference documents
- Gemma: Use the latest popular open weights model by Google.
- Putting It All Together: End-to-end demo—ingest, embed, retrieve, and generate—in a single live session.
Who Should Attend
This session is perfect for developers, data scientists, technical leaders, and people just starting to learn AI who want hands-on experience with RAG pipelines. This tutorial is also great for people who want to experience AI without vendor lock in.
What to Bring
- Your laptop (Mac, Windows, or Linux)
- Curiosity and questions!
Event Details
- Date: May 21, 2025
- Time: 6:00 PM Eastern
- Location: REI Systems
About CodeWithMe
CodeWithMe is a community-driven meetup group for hands-on workshops, deep-dive demos, and peer learning around cutting-edge software, AI, and infrastructure. Come network, and learn in a friendly, collaborative environment.
We look forward to coding with you!

Follow Along RAG demo with Runpod and Open-WebUI