Learn how to build a fully functional Generative AI chatbot using Docker Model Runner, integrating observability tools like Prometheus, Grafana, and Jaeger for real-time monitoring. This guide addresses common challenges in AI development and provides a step-by-step process to create a local chatbot with a modern interface and comprehensive performance metrics.
Developers can now access IBM's Granite 4.0 language models on Docker Hub, allowing for quick prototyping and deployment of generative AI applications. The models feature a hybrid architecture for improved performance and efficiency, tailored for various use cases, including document analysis and edge AI applications. With Docker Model Runner, users can easily run these models on accessible hardware.