AutoGen agents for book creation
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This project provides a Python-based system leveraging AutoGen to automate the creation of entire books through a collaborative multi-agent approach. It's designed for researchers and developers experimenting with AI-driven content generation, aiming to produce structured, coherent narratives with consistent formatting and continuity.
How It Works
The system orchestrates specialized AI agents, including a Story Planner, World Builder, Memory Keeper, Writer, Editor, and Outline Creator. These agents collaborate to generate a book from an initial prompt. The architecture emphasizes structured chapter generation, maintaining story continuity, and automated world-building, with built-in validation and error handling for robust output.
Quick Start & Requirements
pip install -r requirements.txt
.main.py
or use the provided Python API for custom prompts and configurations.config.py
for LLM endpoints, agent parameters, and output settings.Highlighted Details
Maintenance & Community
The project welcomes contributions via pull requests. Further community engagement details (e.g., Discord/Slack) are not specified in the README.
Licensing & Compatibility
Licensed under the MIT License, permitting commercial use and integration with closed-source projects.
Limitations & Caveats
Requires significant computational resources, with generation time scaling with chapter count. The quality of the output is dependent on the underlying LLM, and manual review may be necessary for final polish.
4 months ago
1+ week