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Adhik Joshi
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225
custom_nodes/ComfyUI-ModelsLab/__init__.py
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225
custom_nodes/ComfyUI-ModelsLab/__init__.py
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"""
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ComfyUI-ModelsLab: ModelsLab API Integration for ComfyUI
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This package provides custom nodes for ComfyUI to integrate with ModelsLab's
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comprehensive AI generation APIs, including text-to-image, image-to-image,
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video generation, and text-to-speech capabilities.
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ModelsLab offers:
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- High-quality image generation with Flux, SDXL, and community models
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- Competitive pricing compared to premium API providers
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- Multi-modal capabilities (text, image, video, audio)
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- Uncensored models for creative freedom
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- Professional-grade API with async processing
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Get your API key at: https://modelslab.com
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Documentation: https://docs.modelslab.com
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"""
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from .modules.text_to_image_node import (
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ModelsLabTextToImage,
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ModelsLabFlux,
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ModelsLabSDXL,
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ModelsLabCommunityModel,
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)
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# Import additional modules when implemented
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try:
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from .modules.image_to_image_node import (
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ModelsLabImageToImage,
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ModelsLabUpscale,
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ModelsLabInpaint,
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ModelsLabBackgroundRemoval,
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)
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IMAGE_TO_IMAGE_AVAILABLE = True
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except ImportError:
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IMAGE_TO_IMAGE_AVAILABLE = False
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try:
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from .modules.video_node import (
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ModelsLabTextToVideo,
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ModelsLabImageToVideo,
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ModelsLabVideoToVideo,
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)
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VIDEO_AVAILABLE = True
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except ImportError:
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VIDEO_AVAILABLE = False
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try:
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from .modules.tts_node import (
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ModelsLabTextToSpeech,
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ModelsLabVoiceClone,
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ModelsLabMusicGeneration,
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)
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TTS_AVAILABLE = True
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except ImportError:
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TTS_AVAILABLE = False
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try:
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from .modules.config_nodes import (
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ModelsLabAPIConfig,
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ModelsLabModelInfo,
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ModelsLabUsageStats,
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)
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CONFIG_AVAILABLE = True
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except ImportError:
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CONFIG_AVAILABLE = False
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# Core node mappings (always available)
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NODE_CLASS_MAPPINGS = {
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# Text-to-Image Generation
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"ModelsLabTextToImage": ModelsLabTextToImage,
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"ModelsLabFlux": ModelsLabFlux,
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"ModelsLabSDXL": ModelsLabSDXL,
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"ModelsLabCommunityModel": ModelsLabCommunityModel,
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}
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NODE_DISPLAY_NAME_MAPPINGS = {
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# Text-to-Image Generation
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"ModelsLabTextToImage": "🎨 ModelsLab Text to Image",
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"ModelsLabFlux": "⚡ ModelsLab Flux",
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"ModelsLabSDXL": "🖼️ ModelsLab SDXL",
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"ModelsLabCommunityModel": "👥 ModelsLab Community Model",
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}
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# Add optional modules if available
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if IMAGE_TO_IMAGE_AVAILABLE:
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NODE_CLASS_MAPPINGS.update({
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"ModelsLabImageToImage": ModelsLabImageToImage,
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"ModelsLabUpscale": ModelsLabUpscale,
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"ModelsLabInpaint": ModelsLabInpaint,
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"ModelsLabBackgroundRemoval": ModelsLabBackgroundRemoval,
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})
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NODE_DISPLAY_NAME_MAPPINGS.update({
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"ModelsLabImageToImage": "🔄 ModelsLab Image to Image",
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"ModelsLabUpscale": "📈 ModelsLab Upscale",
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"ModelsLabInpaint": "🎯 ModelsLab Inpaint",
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"ModelsLabBackgroundRemoval": "✂️ ModelsLab Background Removal",
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})
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if VIDEO_AVAILABLE:
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NODE_CLASS_MAPPINGS.update({
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"ModelsLabTextToVideo": ModelsLabTextToVideo,
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"ModelsLabImageToVideo": ModelsLabImageToVideo,
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"ModelsLabVideoToVideo": ModelsLabVideoToVideo,
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})
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NODE_DISPLAY_NAME_MAPPINGS.update({
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"ModelsLabTextToVideo": "🎬 ModelsLab Text to Video",
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"ModelsLabImageToVideo": "🎥 ModelsLab Image to Video",
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"ModelsLabVideoToVideo": "🔁 ModelsLab Video to Video",
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})
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if TTS_AVAILABLE:
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NODE_CLASS_MAPPINGS.update({
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"ModelsLabTextToSpeech": ModelsLabTextToSpeech,
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"ModelsLabVoiceClone": ModelsLabVoiceClone,
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"ModelsLabMusicGeneration": ModelsLabMusicGeneration,
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})
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NODE_DISPLAY_NAME_MAPPINGS.update({
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"ModelsLabTextToSpeech": "🗣️ ModelsLab Text to Speech",
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"ModelsLabVoiceClone": "🎤 ModelsLab Voice Clone",
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"ModelsLabMusicGeneration": "🎵 ModelsLab Music Generation",
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})
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if CONFIG_AVAILABLE:
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NODE_CLASS_MAPPINGS.update({
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"ModelsLabAPIConfig": ModelsLabAPIConfig,
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"ModelsLabModelInfo": ModelsLabModelInfo,
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"ModelsLabUsageStats": ModelsLabUsageStats,
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})
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NODE_DISPLAY_NAME_MAPPINGS.update({
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"ModelsLabAPIConfig": "⚙️ ModelsLab API Config",
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"ModelsLabModelInfo": "ℹ️ ModelsLab Model Info",
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"ModelsLabUsageStats": "📊 ModelsLab Usage Stats",
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})
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# Web directory for custom CSS/JS (if any)
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WEB_DIRECTORY = "./web"
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# Package metadata
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__version__ = "1.0.0"
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__author__ = "ModelsLab Integration Team"
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__description__ = "ModelsLab API integration for ComfyUI"
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# Export all mappings
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__all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]
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def get_extension_info():
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"""Return extension information for ComfyUI-Manager."""
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return {
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"name": "ComfyUI-ModelsLab",
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"description": "ModelsLab API integration for advanced AI image generation in ComfyUI",
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"version": __version__,
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"author": __author__,
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"repository": "https://github.com/modelslab/ComfyUI-ModelsLab",
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"nodes": list(NODE_CLASS_MAPPINGS.keys()),
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"categories": [
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"ModelsLab/Generation",
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"ModelsLab/Processing",
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"ModelsLab/Video",
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"ModelsLab/Audio",
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"ModelsLab/Community",
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"ModelsLab/Config"
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],
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"requirements": [
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"requests>=2.28.0",
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"pillow>=9.0.0",
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"torch>=1.11.0",
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"numpy>=1.21.0",
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],
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"features": [
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"High-quality text-to-image generation",
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"Flux, SDXL, and community models support",
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"Image-to-image processing",
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"Video generation capabilities",
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"Text-to-speech synthesis",
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"Competitive API pricing",
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"Uncensored model options",
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"Professional async processing"
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],
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"tags": [
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"generation", "ai", "image", "video", "audio", "api", "cloud",
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"flux", "sdxl", "stable-diffusion", "text-to-image", "modelslab"
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]
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}
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# Print startup information
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print("\n" + "="*60)
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print("🎨 ComfyUI-ModelsLab v{} Loaded".format(__version__))
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print("="*60)
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print(f"📦 Loaded {len(NODE_CLASS_MAPPINGS)} nodes:")
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# Group nodes by category for display
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categories = {}
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for node_key, display_name in NODE_DISPLAY_NAME_MAPPINGS.items():
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category = "Generation" if any(x in node_key for x in ["TextToImage", "Flux", "SDXL"]) else \
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"Processing" if any(x in node_key for x in ["ImageToImage", "Upscale", "Inpaint"]) else \
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"Video" if "Video" in node_key else \
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"Audio" if any(x in node_key for x in ["Speech", "Voice"]) else \
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"Config"
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if category not in categories:
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categories[category] = []
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categories[category].append(f" • {display_name}")
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for category, nodes in categories.items():
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print(f"\n{category}:")
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for node in sorted(nodes):
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print(node)
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print(f"\n🔑 API Key Configuration:")
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print(" • Set MODELSLAB_API_KEY environment variable, or")
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print(" • Create config.ini with [modelslab] section")
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print(" • Get your API key at: https://modelslab.com")
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print(f"\n📖 Documentation:")
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print(" • ModelsLab API Docs: https://docs.modelslab.com")
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print(" • GitHub Repository: https://github.com/modelslab/ComfyUI-ModelsLab")
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print("\n" + "="*60)
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print("✨ Ready to generate with ModelsLab!")
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print("="*60 + "\n")
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