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A Developer’s Guide to Running LLMs Locally- Alan Barber
Thu, Sep 24, 9:30 PM**Important time note:** Please plan on arriving between 5:30 and 6:00 as the elevators lock after 6 and you'll need to message us and we'll need to come get you. The building address is 4450 Bridge Park The entrance is 6620 Mooney St, Suite 400 You will need to scan your ID at the door to get a visitor badge. **Abstract** *Tensors, Tokens & Too Much VRAM: A Developer's Guide to Running LLMs Locally* What actually happens when you send a prompt to an LLM? What are tokens, tensors, attention, quantization, and all those mysterious gigabytes of VRAM doing? And why does your GPU suddenly become the most important piece of hardware in the room? This talk takes a developer-friendly tour through the fundamentals of modern LLMs. We’ll try to demystify concepts like context windows, model quantization, and inference performance without requiring a PhD in linear algebra. Then we'll take those concepts out of the textbook and into the real world, looking at tools such as Ollama, LM Studio, and vLLM and what it takes to run useful models on your own hardware. By the end, you'll have a mental model for what an LLM is actually doing, how local inference works, and why sometimes the answer to "How much VRAM do I need?" is apparently "all of it." **YouTube Link** TBD
September Childfree Connection Night!!
Mon, Sep 28, 11:00 PM
Ladies’ Night Out at RH Rooftop
Sat, Oct 3, 10:00 PMJoin us for a fabulous ladies’ night out at RH Rooftop Easton on Saturday, October 3rd! Come enjoy a beautiful rooftop setting, delicious food and drinks, and a relaxed evening of great conversation and connection. Whether you’re reconnecting with familiar faces or meeting someone new, it’s the perfect excuse to dress up, get out, and enjoy a fun night with the ladies. Can’t wait to see you there!

Building a RAG Assistant with Azure AI Search + Azure OpenAI
Wed, Oct 21, 10:00 PM**From React Docs to AI Answers: Building a RAG Assistant with Azure AI Search + Azure OpenAI** In this session, I’ll walk through how to build an AI-powered documentation assistant for a modern React web product using Azure AI Search, Azure OpenAI, and a Next.js frontend. The talk will focus on a practical use case: taking documentation, component examples, and product content, indexing it for retrieval, and using that context to generate grounded answers inside a web app. I’ll cover the architecture, data flow, prompt design, chunking strategy, deployment approach, and common mistakes developers run into when adding AI to real web products. The session will include code examples and a demo-style walkthrough showing how a developer could turn static docs or internal knowledge into an interactive AI assistant. Attendees will leave with a practical blueprint for building their own RAG-powered web experience on Azure without turning it into an overcomplicated cloud architecture.

Happy Hour & Book Signing with Sara Elliott
Thu, Sep 24, 9:30 PMJoin us for happy hour at Cento before we head to The Book Loft at 7 pm to support fellow group member and local author Sara Elliott at the signing of her novel, The Shape of Grace. Come meet Sara, hear about her journey as an author, purchase a signed copy of The Shape of Grace, and celebrate this exciting milestone with our community. Whether you’re an avid reader, an aspiring writer, or simply looking to enjoy a fun evening with great company, we’d love to have you join us!
Ultimate Frisbee on Saturday
Sat, Oct 3, 2:00 PMTrusted by millions worldwide
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