Munich AI ML LLMs Developers Group

Important: Register on the event website to receive joining link. (rsvp on meetup will NOT receive joining link).

Description:
Welcome to the AI virtual seminar series, in collaboration with Docker. Join us for deep dive tech talks on AI, GenAI, LLMs, Agentic AI, hands-on experiences on code labs, workshops, and networking with speakers & fellow developers from all over the world.

Tech Talk: Going beyond the chatbot with event-driven agents
Speakers: Michael Irwin (Principal Engineer at Docker)
Abstract: Agentic systems have the ability to use models and tools to perform many different types of tasks. However, many of them are launched by a user opening a browser tab to a chatbot and entering a prompt that then initiates the action. While that's still valid, it is quite limiting. What if we can go farther?
In this talk, we're going to take a real-life scenario in which PRs are opened for training/workshop repos with completed work and create an agent that will analyze the PRs to determine if it can be automatically closed. To automate the process, we'll connect the agent to GitHub webhooks. We'll walk through the steps - from model and tool selection to writing the code to final packaging. You'll be introduced to some of Docker's tooling, including the Docker Model Runner and MCP Gateway. Regardless if you're new or seasoned to AI development, there will be something for everyone!

More upcoming sessions:

• Oct 15th: AI DevTalks Live with Google Cloud - Ep 3
• Oct 28th: AI Webinar with Oracle (Ep 10) - Implementing AI Vector Search

Local and Global AI Community on Discord
Join us on discord for local and global AI tech community:

• Events chat: chat and connect with speakers and global and local attendees;
• Learning AI: events, learning materials, study groups;
• Startups: innovation, projects collaborations, founders/co-founders;
• Jobs and Careers: job openings, post resumes, hiring managers

Important: Register on the event website is required for admission.(RSVP is turned off on meetup)

Description:
Join Google Cloud Labs for an immersive, hands on workshop learning how to build and scale production-grade AI agents with Cloud Run and GPU support.

This is a hands-on program designed to take your AI applications from prototype to full-scale production. In the world of AI development, a great idea is just the beginning. The real challenge lies in transforming that initial spark into a secure, scalable, and robust application that can handle real-world demands.

Get ready to get your hands dirty! This is an interactive session, not a lecture. Through a series of live labs, you'll tackle real-world challenges, from securing your services to deploying advanced AI agents. You will leave with practical skills and the confidence to take your own AI projects to the next level.

What You Will Learn:

• Deploy Secure, Production-Ready Services: Master the essentials of securing your applications on Cloud Run. You will build and deploy a Model Context Protocol (MCP) server and learn to implement authentication to ensure that only authorized clients and agents can interact with your service.
• Build Intelligent Agents: Dive into the Agent Development Kit (ADK) to construct an intelligent agent capable of understanding a goal and using tools to achieve it. You'll connect your agent to the secure MCP server you built, giving it the power to perform real-world tasks.
• Containerize and Deploy: Take your working agent and prepare it for a consistent, portable deployment. This is a crucial step for managing applications in a serverless environment.
• Harness the Power of GPUs on Cloud Run: Deploy your containerized agent to a Cloud Run instance and attach a GPU to accelerate your models. You will gain hands-on experience managing production configurations and testing a live, GPU-accelerated application.

Agenda

• 9:15AM - 10:00AM: Check-in & Networking
• 10:00AM - 10:45AM: Kick-Off & Intro Presentation
• 10:45AM - 11:45AM: Hands-On Lab (Part 1)
• 11:45AM - 12:00PM: Break
• 12:00PM - 1:15PM: Hands-On Lab (Part 2)
• 1:15PM - 1:30PM: Closing Remarks
• 1:30PM - 2:30PM: Q&A and Networking

Local and Global AI Community on Discord
Join us on discord for local and global AI tech community:

• Events chat: chat and connect with speakers and global and local attendees;
• Learning AI: events, learning materials, study groups;
• Startups: innovation, projects collaborations, founders/co-founders;
• Jobs and Careers: job openings, post resumes, hiring managers.