Karya-Kahani-Pipeline

Multi-Agentic culturally nuanced educational content generation framework

This framework addresses the need for accessible education in rural India by creating engaging, story-based content. It consists of two main modules:

1. Story Generation Module - Creates 5-module curricula through compelling narratives
2. Image Generation Module - uses FLUX model to generate illustrations in Amar Chitra Katha style

Features

Story Generation

• 5-Module Curriculum: Progressive concepts
• Cultural Context: Tailored for low-income Indians in specific regions
• Narrative Structure: Soap opera-like drama with educational content
• Character Development: Well-developed protagonist journey
• Azure OpenAI Integration: Uses GPT-4 for content generation

Image Generation

• FLUX Model Fine-tuning: Custom training for Amar Chitra Katha style
• LoRA Training: Efficient fine-tuning with reduced computational requirements
• Multi-resolution Support: 512x512, 768x768, and 1024x1024 outputs
• Cultural Art Style: Authentic Indian comic book aesthetics

Setup Instructions

Prerequisites

• Python 3.8+
• Google Colab (for notebook execution)
• Azure OpenAI API access
• Replicate API Token
• Google Drive (for saving outputs)