TODO.md

MediBrief TODO List

This document outlines planned enhancements and features for the MediBrief project.

Video Generation with Runway Gen-2 API

Overview

Integrate Runway's Gen-2 API to enhance video generation capabilities with AI-generated scenes, providing more professional and engaging visual content for medical paper summaries.

Implementation Tasks

1. API Integration

   • Set up Runway Gen-2 API authentication
   • Create API client wrapper with rate limiting and error handling
   • Implement token management and usage tracking
   • Add configuration options in config.yaml

2. Prompt Engineering

   • Develop a system to convert paper content into effective Runway prompts
   • Create templates for different types of medical content (clinical trials, case studies, etc.)
   • Implement prompt optimization based on medical specialty
   • Design a feedback loop to improve prompt quality based on results

3. Scene Generation

   • Create title sequences with paper information
   • Generate visual representations of medical concepts
   • Develop specialized prompts for different paper sections (abstract, methods, results, etc.)
   • Implement style consistency across generated scenes

4. Integration with Existing Content

   • Develop methods to incorporate extracted figures and charts from papers
   • Create text overlay system for key points and clinical relevance
   • Implement blending techniques between AI-generated scenes and static content
   • Design transitions between different content types

5. Post-Processing Pipeline

   • Add subtitle generation synchronized with narration
   • Implement scene composition to create a cohesive video
   • Develop audio-visual synchronization system
   • Create quality assurance checks for generated videos

6. Performance Optimization

   • Implement caching for commonly used scenes or templates
   • Develop parallel processing for multiple scene generation
   • Create fallback mechanisms when API is unavailable
   • Optimize for cost efficiency (token usage)

Technical Requirements

• Add Runway API client library to requirements.txt
• Create new module video_generation/runway_generator.py
• Update orchestrator to support Runway video generation as an option
• Extend configuration schema to include Runway API settings

References

• Runway Gen-2 API Documentation
• Runway API Pricing
• Example Implementation