Features
End-to-end short-video generation from text prompt
Multi-model AI orchestration (DeepSeek, Qwen, GLM, Kling v2.5, faster-whisper, multiple TTS)
Circuit breaker pattern for resilient API calls
Usage metering and quota tracking per tenant
Full-stack observability (Langfuse, cross-language trace_id propagation)
Prompt anchoring for consistent visual identity
CLIP-based text-image consistency scoring and gating
Automatic audio-video synchronization rescue (4-tier strategy)
SSE progress streaming for real-time job status
Single-segment regeneration without full rebuild
Spring Boot API gateway with JWT auth and routing
FastAPI orchestration with async workers (ARQ)
Vue.js frontend (Vue Flow, Pinia, Tailwind)
Docker Compose one-click deployment
Database persistence via SQLAlchemy + Alembic migrations (PostgreSQL/Redis/MinIO)
Automatic on-screen text detection
Text erasure and visual rebuilding in target language
Context-aware translation engine
Editable translations with full control
Side-by-side original vs translated comparison view
Flexible text styling (font, size, color)
No original project files required
Slide-based video text localization
Training video text translation (instructions, labels, warnings)
Product promo text translation (feature highlights, callouts)
Proofread before export with built-in editor
Integrated with Vozo subtitles, dubbing, and lip-sync
Supports 111 source & 165 target languages
Glossary and brand governance (Studio+ plans)
Bulk upload (Studio+ plans)
