Horizontal Scaling of Light RAG in Kubernetes

This keynote presentation explores the deployment of a scalable Light Retrieval-Augmented Generation (RAG) system for Albanian legal data processing and querying. Learn how lightweight retrieval methods combined with generative AI deliver accurate, context-aware responses from a comprehensive corpus of Albanian laws and legal documents. Discover the Kubernetes-based architecture that ensures high availability, scalability, and efficient resource management—making it ideal for legal professionals seeking reliable access to complex legal information. Presented by Emiliano Mankolli, Head of Data Science and Machine Learning at Ritech International AG, who recently defended his doctoral thesis on "Optimization Methods for Machine Learning Applications" at the Bulgarian Academy of Sciences. The Linux App Summit (LAS) brings together the global Linux community to collaborate and grow the Linux application ecosystem through knowledge sharing and networking opportunities.