Single Image to Multiple Consistent Shots

AI-Powered Multi-Prompt Image Generation Workflow

Overview

This advanced workflow leverages Vision Language Models (VLM) and state-of-the-art image editing APIs to generate multiple unique image variations from a single reference image through intelligent prompt extraction and iterative refinement.

Key Features

🎯 Intelligent Prompt Generation

• Utilizes Google Gemini 2.5 Flash VLM to analyze reference images and generate 6 distinct, creative prompts

• Each prompt is automatically crafted with varying camera angles, shot types, and subtle details while maintaining consistent core elements

• Prompts are optimized to 50-80 words for maximum effectiveness

🔄 Automated Batch Processing

• Seamlessly processes multiple prompts through regex-based extraction and indexing

• Generates 6 unique image variations in a single workflow execution

• Individual prompt selection capability for targeted regeneration

⚙️ Flexible Node Architecture

• Modular design with reroute nodes for clean signal flow

• Integrated math operations for prompt indexing (converts prompt numbers to zero-based indices)

• String manipulation nodes for precise prompt parsing and formatting

🖼️ High-Quality Output

• Powered by NanoBanana Edit API for professional-grade image generation

• Supports JPEG output format with customizable parameters

• Automatic image batching and organized file saving (image_1 through image_6)

Technical Specifications

Workflow Components:

• VLM Integration: Google Gemini 2.5 Flash for intelligent prompt generation

• Image Processing: NanoBanana Edit API for high-quality renders

• Regex Operations: Advanced pattern matching for prompt extraction

• Node Count: 67 optimally arranged nodes

• Output: 6 simultaneous image generations with individual save nodes

Use Cases

• Character concept art exploration with consistent styling

• Product photography variations with different angles and contexts

• Creative storytelling through sequential image generation

• Marketing asset creation with diverse visual approaches

• AI-assisted creative ideation and rapid prototyping

Workflow Advantages

• Time-Efficient: Generate 6 professional variations in minutes instead of hours

• Consistency: Maintains visual coherence across all generated images

• Customizable: Easy prompt number selection for regenerating specific outputs

• Production-Ready: Clean node organization for easy modification and extension

• Scalable: Modular architecture allows for adding more prompt slots

This workflow represents a production-grade solution for creators, designers, and AI artists seeking to maximize creative output while maintaining artistic control and quality standards.