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Vibe AIGC

A New Paradigm for Content Generation via Agentic Orchestration

Based on arXiv:2602.04575
CI PyPI Python License
๐Ÿ“š Documentation โญ GitHub ๐Ÿ“ฆ PyPI

Key Features

๐ŸŽฏ

Vibe-based Planning

Express high-level creative intent as a "Vibe" and let the system decompose it into executable workflows automatically.

โšก

Parallel Execution

Independent workflow nodes execute concurrently for faster results without sacrificing correctness.

๐Ÿ”„

Adaptive Replanning

Automatic workflow adaptation when nodes fail. The system recovers and continues without manual intervention.

๐Ÿ’พ

Checkpoint/Resume

Save workflow state at any point and resume later. Perfect for long-running tasks and failure recovery.

๐Ÿ“Š

Progress Tracking

Real-time callbacks and visualization during execution. Know exactly what's happening at every step.

๐ŸŽจ

Workflow Visualization

Generate ASCII and Mermaid diagrams of your workflows for documentation and debugging.

Architecture

User Vibe โ†’ MetaPlanner โ†’ Agentic Pipeline โ†’ Execution โ†’ Result โ†‘ โ†“ โ””โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ Feedback Loop โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”˜

Quick Example

from vibe_aigc import MetaPlanner, Vibe

# Express your creative intent
vibe = Vibe(
    description="Create a cinematic sci-fi trailer",
    style="dark, atmospheric, Blade Runner aesthetic",
    constraints=["under 60 seconds", "no dialogue"]
)

# Let the Meta-Planner handle the rest
planner = MetaPlanner()
result = await planner.execute(vibe)

Installation

pip install vibe-aigc

Citation

@article{vibe-aigc-2025, title={Vibe AIGC: A New Paradigm for Content Generation via Agentic Orchestration}, journal={arXiv preprint arXiv:2602.04575}, year={2025} }