This project leverages ComfyUI with SDXL and LXT 2 to generate high-quality, AI-driven videos from custom text prompts. The workflow supports Img2Video, enabling style and composition consistency from reference images. Each video is rendered frame-by-frame with optional upscaling and temporal smoothing, producing visually rich, detailed, and coherent sequences. Deliverables include MP4 video, frame sequence, and workflow documentation.