  This technical report presents the implementation of a state-of-the-art video
encoder for video-text modal alignment and a video conversation framework
called HiLight, which features dual visual towers. The work is divided into two
main parts: 1.alignment of video and text modalities; 2.convenient and
efficient way to interact with users. Our goal is to address the task of video
comprehension in the context of billiards. The report includes a discussion of
the concepts and the final solution developed during the task's implementation.
