README.md

metadata

title: Continuity
emoji: 🎬
colorFrom: purple
colorTo: gray
sdk: docker
app_port: 7860

Continuity

AI-powered video post-production tool that automatically generates seamless bridging transitions between two video clips using Gemini 2.0 Flash (Director) and Wan 2.2 (Cinematographer).

How it Works

Continuity behaves like a professional film crew inside your browser, orchestrating a multi-step workflow to bridge scenes:

1. Ingest: You upload your starting clip (Scene A) and ending clip (Scene C).
2. Director Node (Gemini 2.0 Flash):
   • Analyzes the visual content, motion, and lighting of both clips.
   • Drafts a creative direction for the transition (Scene B) to ensure narrative consistency.
3. Cinematographer Node (Wan 2.2):
   • Takes the Director's prompt and generates the bridging video content.
   • Ensures the transition matches the style and tone of the input footage.
4. Assembly: The system stitches the generated bridge with the original clips (logic handled by the agent) and presents the final result.

Setup Requirements

1. Duplicate the Wan 2.2 Space: Users must duplicate the Wan 2.2 Space to their own account.
2. Add HF_TOKEN Secret: Users must add a Secret named HF_TOKEN (Hugging Face Access Token) in the Space Settings.
3. Add GOOGLE_API_KEY Secret: Users must add a Secret named GOOGLE_API_KEY.

Usage

1. Upload Scene A (Start) and Scene C (End).
2. Add optional Director Notes (e.g., "Slow dissolve", "Cyber glitch").
3. Click Generate Transition.
4. Preview the generated bridge generated by the AI agent.