Shortify_ads

The product combines three workflows in one responsive dashboard:

1. Text to Video Users enter a prompt, which is refined into a stronger cinematic generation prompt using Kimi on GMI Cloud, then passed to PixVerse 5.6 via GMI to generate video.
2. Long Video to Best Clips Users upload an MP4 or provide a YouTube link. The system preprocesses the video, analyzes it with a multimodal model, ranks the strongest moments, and extracts the best short clips. This helps turn long-form content into Shorts, Reels, or highlight segments.
3. Multimodal Guided Generation Users can combine text, images, and video as input. The system analyzes all modalities together, creates a structured generation plan, and produces better segment-level outputs for stitched final videos. The platform is designed as a premium chat-like workspace rather than a basic form-based tool. Users can upload assets, track live job progress, review outputs, iterate on generations, and return later with their history restored. To make the system more context-aware over time, HydraDB stores semantic memory such as user preferences, prompt lineage, summaries of prior inputs and outputs, and reusable creative direction. Redis handles live job-state tracking, Neon Postgres stores durable product data and history, and Cloudflare R2 is used for temporary media storage with aggressive cleanup to reduce cost.