Video Generation
Generate videos from text descriptions with AI agents
Build an AI video generation system where an agent orchestrates the full pipeline — from interpreting text descriptions to generating video, managing style consistency, and handling post-production. The agent optimizes prompts, selects models, and ensures quality across generated clips.
Architecture
Stack
Implementation
- 1
Set up model integration
Connect to one or more video generation APIs. Configure model routing based on style requirements, duration, and resolution needs.
- 2
Build the creative director agent
Create an agent that interprets user descriptions and generates optimized prompts. Handle scene composition, camera movement, lighting, and style directives.
- 3
Add scene planning
For longer videos, the agent plans a sequence of scenes with consistent characters, settings, and visual style across shots.
- 4
Implement quality control
Evaluate generated clips for artifacts, motion quality, and prompt adherence. Automatically regenerate or refine clips that don't meet standards.
- 5
Deploy with rendering pipeline
Set up async generation with progress tracking. Support batch generation and automatic assembly of multi-scene videos.
What You Get
- Text-to-video with agent-optimized prompt engineering
- Consistent style and characters across multi-scene videos
- Automatic quality control and regeneration
- Batch generation for content libraries
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