An innovative application that transforms large textual inputs into interesting, edifying video content focused on NCERT science syllabus for middle school students. By using a synthesized dataset of NCERT textbooks and hand-curated educational YouTube videos chosen with criteria such as views and likes, the application makes sure that it brings not only meaningful content but also appealing content. The application utilizes a robust text summarization model that takes enormous instructional content and reduces it to brief, consumable summaries specifically optimized for video playback. The text-to-video generation module uses sophisticated algorithms to understand contextual information, design visuals, and integrate multimedia concepts. It analyzes the summarized content to create visually attractive and informative videos in order to enhance learning experiences. By combining animations and visuals with education-themed narratives, such a tool is likely to help hold the attention of the students without letting the subject matter go fuzzy or lose coherence. Application of human-AI collaboration in content creation through integration of traditional educational methods and modern technologies. By integrating accurate scientific narratives with visually appealing elements aligned with pedagogical objectives, it enhances curiosity and deep understanding in young learners. This equipment is one step forward in the education revolution to make learning more inclusive, engaging, and effective. Videos generated were smooth, with audio well in sync and clear, ensuring an immersive yet accessible experience for the learners.