Coursera Flash Sale
40% Off Coursera Plus for 3 Months!
Grab it
Learn to deploy a production-ready AI chatbot using Llama 3 model from Hugging Face on Kubernetes infrastructure with GPU acceleration in this 14-minute practical tutorial. Master the deployment of chatbots using the Llama 3 model from Hugging Face while leveraging Akamai App Platform with LKE (Linode Kubernetes Engine) for simplified deployment processes. Discover why inference at the edge matters and how to make AI applications scalable through hands-on implementation. Connect all essential components including the model, user interface, GPU resources, and APIs using open source tools like KServe and Knative for a complete deployment pipeline. Address common AI chatbot challenges such as hallucinations and implement proper guardrails for reliable performance. Gain practical experience with cloud native AI architecture, real-time deployment steps, and the tools needed to create secure, production-ready chatbots that can be deployed quickly without requiring advanced cloud expertise or specialized AI knowledge.
