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Follow Along RAG demo with Runpod and Open-WebUI

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Hosted By
Jason M. and Matías N.
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!

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REI Systems
45335 Vintage Park Plz · Sterling, VA
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