Divergent Nodes - Custom ComfyUI Nodes

This repository contains a collection of custom nodes for ComfyUI designed to integrate external AI models, provide utilities, and enable advanced workflows.

Installation

1. Clone Repository: Navigate to your ComfyUI/custom_nodes/ directory and clone this repository:

   cd ComfyUI/custom_nodes/
   git clone https://github.com/thedivergentai/divergent_nodes.git divergent_nodes

   (Note: If you cloned previously, you can update with git pull inside the divergent_nodes directory)

2. Install Dependencies: Install the required Python packages:

   cd divergent_nodes
   pip install -r requirements.txt

3. Set up API Key (for Gemini Node):

   • Recommended: Create or update config.json in the divergent_nodes directory (this directory) with your Google AI Studio API key:

     {
       "GOOGLE_API_KEY": "YOUR_API_KEY_HERE"
     }

   • Alternatively (less preferred): Create a file named .env in the divergent_nodes directory (this directory).
   • Add your Google AI Studio API key to the .env file in the following format:

     GOOGLE_API_KEY=YOUR_API_KEY_HERE
     

   • Refer to the example_config.json or .env.example file for guidance.
   • The config.json and .env files are included in .gitignore and will not be tracked by Git.

4. Restart ComfyUI: Ensure you fully restart the ComfyUI server after installation/updates.

The nodes should now appear in the ComfyUI node menu under their respective categories.

Enhanced Logging

Divergent Nodes features enhanced logging in your ComfyUI console for better readability and a more enjoyable experience.

• Clear Identification: All log messages from Divergent Nodes are prefixed with [👽 NodeName] (e.g., [👽 GeminiNode]) to easily identify their source.
• Visual Cues: Log messages are colored and include emojis to quickly convey their status:
  • INFO: ✅ Green - For successful operations and general information.
  • WARNING: ⚠️ Yellow - For non-critical issues or important notices.
  • ERROR: ❌ Red - For failures and critical problems.
  • DEBUG: 🐛 Cyan - For detailed debugging information (usually hidden).
  • SPECIAL SUCCESS: 🎉✨ Bold Bright Magenta - For major milestones like successful image generation or model downloads.

For a detailed key of all log messages and their meanings, please refer to the Divergent Nodes Wiki Logging section.

Included Nodes

This pack currently includes the following nodes:

• CLIP Token Counter (Divergent AI 👽/Text Utils): Counts tokens for given text using a selected CLIP tokenizer.
• Divergent Gemini Node (Divergent AI 👽/Gemini): Generates text (optionally using image input) via the Google Gemini API. Requires API key. Supports extended thinking and thinking token budget.
• KoboldCpp API Connector (Basic) (Divergent AI 👽/KoboldCpp): Connects to an already running KoboldCpp instance for text generation.
• LoRA Strength XY Plot (Divergent AI 👽/XY Plots): Generates an image grid comparing different LoRAs (X-axis) against varying model strengths (Y-axis).
• MusiQ Image Scorer (Divergent AI 👽/MusiQ): Scores images based on aesthetic and technical quality using Google's MusiQ models.
• Save Image Enhanced (DN) (Divergent AI 👽/Image): Saves images with enhanced options including custom output folder, filename prefixing, and optional caption saving.

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Example Workflows

Example workflows demonstrating node usage can be found in the Divergent Nodes Wiki Examples section.

Contributing

Contribution guidelines can be found in the Divergent Nodes Wiki Contributing section.

License

License information for Divergent Nodes can be found in the project's GitHub repository.