Multi-Agent Media Pipeline
Automated creative advertising and video generation engine designed for businesses without dedicated social media managers.
- Brand Profiler: Playwright headless website crawler + multimodal vision model extracting typography, colors, logos, and voice.
- Agent Hierarchy: Creative Director, Script Writer, Reference Selector, Cartesia Voice Agent, Google Veo Video Generator, and Reviewer Agent.
- Frame Continuity: FFmpeg segment stitching carrying final frame forward as visual anchor for subsequent cuts.
- Trend Signal: Subreddit sentiment scanner pulling live post ideas.
- Cost Metering: Session-level real-time token/render cost accounting via Python
contextvars.