This repository hosts an IEEE TCSVT published survey paper on video understanding with large language models, along with an associated awesome list of resources. It catalogs the latest research including models, architectures, training methods, and benchmark datasets for video-based LLM systems. The project page maintains a milestone timeline tracking advances in the Vid-LLM field.