black-forest-labs/flux-dev - 이미지 생성기

• •대상 API의 인증 정보가 필요할 수 있음

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    "generated_at": "2025-08-01T14:47:17.088667"
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        "content": "=======================================\n        FLUX-DEV GENERATOR\n=======================================\nFor any questions or support, please contact:\n    Yaron@nofluff.online\n\nExplore more tips and tutorials here:\n   - YouTube: https://www.youtube.com/@YaronBeen/videos\n   - LinkedIn: https://www.linkedin.com/in/yaronbeen/\n======================================="
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        "content": "## 🤖 **BLACK-FOREST-LABS/FLUX-DEV - IMAGE GENERATION WORKFLOW**\n\n**🔥 Powered by Replicate API and n8n Automation**\n\n---\n\n### 📝 **Model Overview**\n\n- **Owner**: black-forest-labs\n- **Model**: flux-dev\n- **Type**: Image Generation\n- **API Endpoint**: https://api.replicate.com/v1/predictions\n\n**🎯 What This Model Does:**\nA 12 billion parameter rectified flow transformer capable of generating images from text descriptions\n\n---\n\n### 📋 **Parameter Reference**\n\n**🔴 Required Parameters:** prompt\n**🔵 Optional Parameters:** seed, image, go_fast, guidance, megapixels, num_outputs, aspect_ratio, output_format (and 4 more)\n\n**📖 Detailed Parameter Guide:**\n- **seed** (integer): Random seed. Set for reproducible generation\n- **image** (string): Input image for image to image mode. The aspect ratio of your output will match this image\n- **prompt** (string): Prompt for generated image\n- **go_fast** (boolean): Run faster predictions with model optimized for speed (currently fp8 quantized); disable to run i... (Default: True)\n- **guidance** (number): Guidance for generated image (Default: 3)\n- **megapixels** (string): Approximate number of megapixels for generated image (Default: 1)\n- **num_outputs** (integer): Number of outputs to generate (Default: 1)\n- **aspect_ratio** (string): Aspect ratio for the generated image (Default: 1:1)\n- *...and 5 more parameters*\n\n---\n\n### 🔧 **Workflow Components Explained**\n\n**🎯 Manual Trigger**\n- Starts the workflow execution\n- Click to begin image generation process\n\n**🔐 Set API Token** \n- Configures your Replicate API authentication\n- Replace 'YOUR_REPLICATE_API_TOKEN' with your actual token\n- Essential for accessing the black-forest-labs/flux-dev model\n\n**⚙️ Set Image Parameters**\n- Configures all input parameters for the model\n- Includes both required and optional parameters\n- Pre-filled with sensible defaults for testing\n\n**🚀 Create Image Prediction**\n- Sends the generation request to Replicate API\n- Uses the image parameters you configured\n- Returns a prediction ID for status tracking\n\n**⏳ Wait & Status Checking Loop**\n- Waits 5 seconds then checks prediction status\n- Continues checking until completion or failure\n- Implements intelligent retry logic with 10-second delays\n\n**✅ Success/Error Handling**\n- Routes successful completions to success response\n- Handles failures gracefully with error details\n- Returns structured JSON response with URLs/errors\n\n**📊 Logging & Monitoring**\n- Logs all requests for debugging and monitoring\n- Tracks timestamps and prediction IDs\n- Helps identify issues during development\n\n---\n\n### 🌟 **Key Benefits**\n\n- **🎨 Instant Image Generation**: Transform ideas into images using state-of-the-art AI\n- **🔄 Automated Workflow**: Handles the complete generation pipeline automatically\n- **🛡️ Error Resilience**: Built-in retry logic and comprehensive error handling\n- **📈 Production Ready**: Includes logging, monitoring, and structured responses\n- **🔧 Customizable**: Easy to modify parameters and extend functionality\n- **⚡ Efficient Processing**: Optimized API calls with intelligent status checking\n\n---\n\n### 🚀 **Quick Start Instructions**\n\n1. **🔑 Get Your API Key**\n   - Sign up at https://replicate.com\n   - Navigate to your account settings\n   - Copy your API token\n\n2. **🔧 Configure the Workflow**\n   - Replace 'YOUR_REPLICATE_API_TOKEN' with your actual token\n   - Adjust parameters in the 'Set Image Parameters' node\n   - Customize the prompt or other inputs as needed\n\n3. **▶️ Execute the Workflow**\n   - Click the 'Manual Trigger' to start\n   - Monitor the execution in the n8n interface\n   - Check logs for detailed execution information\n\n4. **📥 Get Your Results**\n   - Successful generations return a URL to your image\n   - Download or use the generated content as needed\n   - Results are available immediately upon completion\n\n---\n\n### 🔍 **Troubleshooting Guide**\n\n**Common Issues:**\n- **Invalid API Token**: Ensure your Replicate token is valid and has sufficient credits\n- **Parameter Validation**: Check that required parameters match expected types\n- **Generation Timeout**: Some images take longer - monitor the logs\n- **Output Format**: Verify the model returns the expected output format\n\n**Best Practices:**\n- Test with default parameters first\n- Monitor your Replicate usage and billing\n- Keep API tokens secure and never commit them to code\n- Use appropriate parameter values for your use case\n\n---\n\n**🔗 Additional Resources:**\n- Model Documentation: https://replicate.com/black-forest-labs/flux-dev\n- Replicate API Docs: https://replicate.com/docs\n- n8n Documentation: https://docs.n8n.io\n\n---"
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