Easily Build AI Chatbots from Scratch with Docker

In this demo, Docker’s Ajeet Singh Raina shows how to create a fully containerized AI chatbot using Docker Model Runner. This walkthrough covers:
👉 Running LLaMA 3.2 models locally with GPU acceleration
👉 Building a real-time streaming chatbot UI with React and Go
👉 Containerizing the entire stack with Docker Compose
👉 Adding observability using Prometheus, Grafana, and Jaeger

You’ll learn how Docker simplifies generative AI development—reducing cost, improving privacy, and making model deployment as easy as docker run.

Sign up for the Docker Offload Beta here 👉 https://www.docker.com/products/docker-offload/#earlyaccess
Check out the blog post here 👉 https://www.docker.com/blog/how-to-make-ai-chatbot-from-scratch/

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