The rapid increase in video content across various domains necessitates intelligent systems capable of automatically analyzing and summarizing key events from this data. This work successfully develops an end-to-end framework that utilizes 5G connectivity, Automatic Speech Recognition, Optical Character Recognition, and Large Language Models to generate concise, context-aware video summaries and textual overviews, enhancing user accessibility and comprehension without the need to watch full videos.