CMU SDGs
Workshop RAG for LLMs Application and AI Workflow AutomationOn July 14, 2025, a workshop titled "RAG for LLMs Application and AI Workflow Automation" was held at the Ruangrong Aang Kaew conference room, featuring participants from various organizations. The workshop was honored to have Assoc. Prof. Dr. Chai Rungsiyakull as the main instructor.The purpose of this event was to enhance the skills of AI Developers in applying RAG (Retrieval-Augmented Generation) for language model (LLMs) development and AI workflow automation. The content covered included:- Introduction to RAG: Chunking, Tokenization, Embedding, Vector Database- Demonstration of RAG as a Service using Amazon Bedrock and Google AI- Workshops on RAG for LLMs Application and RAG with Relational Database via Google Colab- AI workflow automation and n8n showcasesParticipants not only gained new insights but also exchanged experiences and built networks with others interested in AI.The organizing team would like to thank everyone for their interest and participation in this workshop, and we look forward to seeing you at future events!