Uploaded August 2025 | Updated September 2026, 1 week ago
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 👉 docker.com/products/docker-offload/#earlyaccess
Check out the blog post here 👉 docker.com/blog/how-to-make-ai-chatbot-from-scratch
🔥 Want More Docker Content?
If you found this demo exciting, hit that like button and subscribe for more! We’ve got even more Docker demos coming your way in this ongoing series showcasing new tools, integrations, and powerful workflows to level up your projects. Stay tuned!
Where to find Docker:
Docker: docker.com
LinkedIn: linkedin.com/company/docker
Bluesky: https://bsky.app/profile/docker.com
X: @docker
Instagram: @dockerinc
#docker #ai #dockermodelrunner #llm #howto #chatbot #dockertutorial #devops #softwaredevelopment
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 👉 docker.com/products/docker-offload/#earlyaccess
Check out the blog post here 👉 docker.com/blog/how-to-make-ai-chatbot-from-scratch
🔥 Want More Docker Content?
If you found this demo exciting, hit that like button and subscribe for more! We’ve got even more Docker demos coming your way in this ongoing series showcasing new tools, integrations, and powerful workflows to level up your projects. Stay tuned!
Where to find Docker:
Docker: docker.com
LinkedIn: linkedin.com/company/docker
Bluesky: https://bsky.app/profile/docker.com
X: @docker
Instagram: @dockerinc
#docker #ai #dockermodelrunner #llm #howto #chatbot #dockertutorial #devops #softwaredevelopment
