{
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    "title": "Runware API - FLUX.1 Kontext [dev]",
    "summary": "Open image editing model for fast iterative workflows",
    "description": "FLUX.1 Kontext [dev] is an open weights image editing model tuned for fast iterative development. It supports local edits and full scene changes from prompts. Use it for style transfer, background swaps, object edits, and character consistent variations in your pipelines.",
    "version": "1.0.0",
    "x-model-id": "bfl-flux-1-kontext-dev",
    "x-air-id": "runware:106@1",
    "x-status": "live",
    "x-creator": {
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      "name": "Black Forest Labs",
      "logo": "https://assets.runware.ai/07bfd96d-d2df-4d52-aba5-636fb27874be.png"
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    "x-capabilities": [
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      "image-editing"
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    "x-released-at": "2025-06-17T00:00:00Z",
    "x-cover-image": "https://assets.runware.ai/37af270f-8097-4efd-bd1e-3958473b032c.jpg",
    "x-pricing": {
      "overview": "Each image generation costs $0.0105 at 1024x1024.",
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          "configuration": "1024x1024 · 28 steps",
          "price": "$0.0105"
        }
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    }
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          ],
          "additionalProperties": false,
          "properties": {
            "inputs": {
              "title": "Inputs",
              "description": "The unified payload wrapper for complex media assets dictating image, video or audio inference constraints.",
              "type": "object",
              "properties": {
                "referenceImages": {
                  "title": "Reference Images",
                  "description": "List of reference images (UUID, URL, Data URI, or Base64).",
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                        "format": "uuid"
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                        "format": "uri"
                      },
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                        "pattern": "^data:image\\/[a-zA-Z]+;base64,[a-zA-Z0-9+/=]+$"
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              },
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            },
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              "title": "Positive Prompt",
              "description": "Text prompt describing elements to include in the generated output.",
              "type": "string",
              "minLength": 2,
              "maxLength": 3000
            },
            "negativePrompt": {
              "title": "Negative Prompt",
              "description": "Prompt to guide what to exclude from generation. Ignored when guidance is disabled (CFGScale ≤ 1).",
              "type": "string",
              "minLength": 2,
              "maxLength": 3000
            },
            "width": {
              "title": "Width",
              "description": "Width of the generated media in pixels.",
              "type": "integer"
            },
            "height": {
              "title": "Height",
              "description": "Height of the generated media in pixels.",
              "type": "integer"
            },
            "seed": {
              "title": "Seed",
              "description": "Random seed for reproducible generation. When not provided, a random seed is generated in the unsigned 32-bit range.",
              "type": "integer",
              "minimum": 0,
              "maximum": 9223372036854776000
            },
            "steps": {
              "title": "Steps",
              "description": "Total number of denoising steps. Higher values generally produce more detailed results but take longer.",
              "type": "integer",
              "minimum": 1,
              "maximum": 50
            },
            "scheduler": {
              "title": "Scheduler",
              "description": "Scheduler to use for the diffusion process.",
              "type": "string",
              "enum": [
                "DDIM",
                "DDIMScheduler",
                "DDPMScheduler",
                "DEISMultistepScheduler",
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                "DPM++",
                "DPM++ 2M",
                "DPM++ 2M Beta",
                "DPM++ 2M Exponential",
                "DPM++ 2M Karras",
                "DPM++ 2M SDE",
                "DPM++ 2M SDE Beta",
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                "DPM++ 2M SDE Karras",
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                "DPM++ 2M Uniform",
                "DPM++ 3M",
                "DPM++ 3M Beta",
                "DPM++ 3M Exponential",
                "DPM++ 3M Karras",
                "DPM++ 3M SDE Uniform",
                "DPM++ 3M Uniform",
                "DPM++ Beta",
                "DPM++ Exponential",
                "DPM++ Karras",
                "DPM++ SDE",
                "DPM++ SDE Beta",
                "DPM++ SDE Exponential",
                "DPM++ SDE Karras",
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                "DPM++ Uniform Beta",
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                "DPM++ Uniform Karras",
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                "DPMSolverMultistepScheduler",
                "DPMSolverSinglestepScheduler",
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                "Euler a",
                "Euler Beta",
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                "Euler Exponential",
                "Euler Karras",
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                "HeunDiscreteScheduler",
                "Heun Karras",
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                "IPNDM Uniform",
                "IPNDM Uniform Beta",
                "IPNDM Uniform Exponential",
                "IPNDM Uniform Karras",
                "KDPM2AncestralDiscreteScheduler",
                "KDPM2DiscreteScheduler",
                "LCM",
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                "LMS",
                "LMSDiscreteScheduler",
                "LMS Karras",
                "PNDMScheduler",
                "TCDScheduler",
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                "UniPC 2M",
                "UniPC 2M Karras",
                "UniPC 2M Uniform",
                "UniPC 3M",
                "UniPC 3M Karras",
                "UniPC 3M Uniform",
                "UniPC Karras",
                "UniPC Uniform",
                "UniPC Uniform Beta",
                "UniPC Uniform Exponential",
                "UniPC Uniform Karras"
              ]
            },
            "CFGScale": {
              "title": "CFG Scale",
              "description": "Guidance scale representing how closely the output will resemble the prompt. Higher values produce results more aligned with the prompt.",
              "type": "number",
              "multipleOf": 0.01,
              "minimum": 0,
              "maximum": 20
            },
            "acceleratorOptions": {
              "title": "Accelerator Options",
              "description": "Advanced caching mechanisms to speed up generation.",
              "type": "object",
              "properties": {
                "cacheEndStep": {
                  "title": "Cache End Step",
                  "description": "Absolute step number to end caching. Must be greater than `cacheStartStep` and less than or equal to `steps`.",
                  "type": "integer",
                  "minimum": 1
                },
                "cacheEndStepPercentage": {
                  "title": "Cache End Step Percentage",
                  "description": "Percentage of steps to end caching. Alternative to `cacheEndStep`. Must be greater than `cacheStartStepPercentage`.",
                  "type": "integer",
                  "minimum": 1,
                  "maximum": 100
                },
                "cacheMaxConsecutiveSteps": {
                  "title": "Cache Max Consecutive Steps",
                  "description": "Limits the maximum number of consecutive steps that can use cached computations before forcing a fresh computation.",
                  "type": "integer",
                  "minimum": 1,
                  "maximum": 5,
                  "default": 3
                },
                "cacheStartStep": {
                  "title": "Cache Start Step",
                  "description": "Absolute step number to start caching. Must be less than `cacheEndStep`.",
                  "type": "integer",
                  "minimum": 0
                },
                "cacheStartStepPercentage": {
                  "title": "Cache Start Step Percentage",
                  "description": "Percentage of steps to start caching. Alternative to `cacheStartStep`. Must be less than `cacheEndStepPercentage`.",
                  "type": "integer",
                  "minimum": 0,
                  "maximum": 99
                },
                "fbCache": {
                  "title": "FB Cache",
                  "description": "First Block Cache (FBCache) acceleration. Reuses feature block computations across steps.",
                  "type": "boolean",
                  "default": false
                },
                "fbCacheThreshold": {
                  "title": "FB Cache Threshold",
                  "description": "Controls the sensitivity threshold for determining when to reuse cached computations. Lower values reuse more aggressively.",
                  "type": "number",
                  "multipleOf": 0.01,
                  "minimum": 0,
                  "maximum": 1,
                  "default": 0.25
                },
                "teaCache": {
                  "title": "TeaCache",
                  "description": "TeaCache acceleration for transformer-based models. Estimates step differences to skip redundant computations.",
                  "type": "boolean",
                  "default": false
                },
                "teaCacheDistance": {
                  "title": "TeaCache Distance",
                  "description": "Controls the aggressiveness of the TeaCache feature. Lower values prioritize quality, higher values prioritize speed.",
                  "type": "number",
                  "multipleOf": 0.01,
                  "minimum": 0,
                  "maximum": 1,
                  "default": 0.5
                },
                "dbCache": {
                  "title": "DB Cache",
                  "description": "DB Cache (CacheDiT) acceleration. Caches and reuses intermediate transformer block outputs to skip redundant computations.",
                  "type": "boolean",
                  "default": false
                },
                "dbCacheThreshold": {
                  "title": "DB Cache Threshold",
                  "description": "Controls the sensitivity threshold for DB Cache. Lower values reuse cached blocks more aggressively, higher values prioritize quality.",
                  "type": "number",
                  "multipleOf": 0.01,
                  "minimum": 0,
                  "maximum": 1,
                  "default": 0.25
                },
                "dbCacheSkipInterval": {
                  "title": "DB Cache Skip Interval",
                  "description": "Controls how many steps to skip between cache refreshes. Higher values skip more steps for faster generation at the cost of quality.",
                  "type": "integer",
                  "minimum": 1,
                  "default": 5
                }
              },
              "allOf": [
                {
                  "not": {
                    "required": [
                      "cacheStartStep",
                      "cacheStartStepPercentage"
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            },
            "lora": {
              "title": "LoRA",
              "description": "With LoRA (Low-Rank Adaptation), you can adapt a model to specific styles or features by emphasizing particular aspects of the data. This technique enhances the quality and relevance of generated content and can be especially useful when the output needs to adhere to a specific artistic style or follow particular guidelines.\n\nMultiple LoRA models can be used simultaneously to achieve different adaptation goals.\n\n**Examples**:\n\n```json\n\"lora\": [\n  {\n    \"model\": \"<lora-model-air>\",\n    \"weight\": 0.8\n  }\n]\n```\n\n[Read full documentation](https://runware.ai/docs/models/bfl-flux-1-kontext-dev#lora)",
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              "items": {
                "type": "object",
                "properties": {
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                    "title": "LoRA Model",
                    "description": "LoRA model identifier.",
                    "type": "string",
                    "pattern": "^[a-zA-Z0-9._-]+(:[a-zA-Z0-9._/@-]+)?$"
                  },
                  "weight": {
                    "title": "LoRA Weight",
                    "description": "Strength of the LoRA influence. A value of 0 means no influence. Higher values increase the influence, and negative values can be used to steer away from the LoRA's style.",
                    "type": "number",
                    "multipleOf": 0.01,
                    "minimum": -4,
                    "maximum": 4,
                    "default": 1
                  },
                  "transformer": {
                    "title": "LoRA Transformer",
                    "description": "Transformer stages to apply LoRA. Some video models use separate high-noise and low-noise processing stages, and LoRAs can be selectively applied to optimize their effectiveness.",
                    "type": "string",
                    "oneOf": [
                      {
                        "const": "high",
                        "title": "High",
                        "description": "Apply LoRA only to the high-noise processing stage (coarse structure and early generation steps)."
                      },
                      {
                        "const": "low",
                        "title": "Low",
                        "description": "Apply LoRA only to the low-noise processing stage (fine details and later generation steps)."
                      },
                      {
                        "const": "both",
                        "title": "Both",
                        "description": "Apply LoRA to both stages for full coverage."
                      }
                    ],
                    "default": "both"
                  }
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                "required": [
                  "model"
                ],
                "additionalProperties": false
              }
            },
            "ipAdapters": {
              "title": "IP Adapters",
              "description": "IP-Adapters enable image-prompted generation, allowing you to use reference images to guide the style and content of your generations. Multiple IP Adapters can be used simultaneously.\n\n**Examples**:\n\n```json\n\"ipAdapters\": [\n  {\n    \"model\": \"<ip-adapter-model-air>\",\n    \"guideImages\": [\"c64351d5-4c59-42f7-95e1-eace013eddab\"],\n    \"weight\": 0.75\n  },\n  {\n    \"model\": \"<ip-adapter-model-air>\",\n    \"guideImages\": [\"d7e8f9a0-2b5c-4e7f-a1d3-9c8b7a6e5d4f\"],\n    \"weight\": 0.5\n  }\n]\n```\n\n[Read full documentation](https://runware.ai/docs/models/bfl-flux-1-kontext-dev#ipAdapters)",
              "type": "array",
              "minItems": 1,
              "items": {
                "type": "object",
                "properties": {
                  "model": {
                    "title": "IP-Adapter Model",
                    "description": "We make use of the [AIR system](https://runware.ai/models) to identify IP-Adapter models. This identifier is a unique string that represents a specific model.\n\n**Supported models list**:\n\n| AIR ID | Model Name |\n| --- | --- |\n| runware:55@1 | IP Adapter SDXL |\n| runware:55@2 | IP Adapter SDXL Plus |\n| runware:55@3 | IP Adapter SDXL Plus Face |\n| runware:55@4 | IP Adapter SDXL Vit-H |\n| runware:55@5 | IP Adapter SD 1.5 |\n| runware:55@6 | IP Adapter SD 1.5 Plus |\n| runware:55@7 | IP Adapter SD 1.5 Light |\n| runware:55@8 | IP Adapter SD 1.5 Plus Face |\n| runware:55@10 | IP Adapter SD 1.5 Vit-G |\n\n[Read full documentation](https://runware.ai/docs/models/bfl-flux-1-kontext-dev#model)",
                    "type": "string",
                    "pattern": "^[a-zA-Z0-9._-]+(:[a-zA-Z0-9._/@-]+)?$"
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                  "weight": {
                    "title": "IP-Adapter Weight",
                    "description": "Strength of the IP-Adapter influence. A value of 0 means no influence. Higher values increase the influence, and negative values can be used to steer away from the reference.",
                    "type": "number",
                    "multipleOf": 0.01,
                    "minimum": -4,
                    "maximum": 4,
                    "default": 1
                  },
                  "guideImages": {
                    "title": "Guide Images",
                    "description": "Images to guide the IP-Adapter (UUID, URL, Data URI, or Base64).",
                    "type": "array",
                    "minItems": 1,
                    "items": {
                      "title": "Image",
                      "description": "Image input (UUID, URL, Data URI, or Base64).",
                      "type": "string",
                      "anyOf": [
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                          "format": "uuid"
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                        {
                          "format": "uri"
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                          "pattern": "^data:image\\/[a-zA-Z]+;base64,[a-zA-Z0-9+/=]+$"
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                          "pattern": "^[a-zA-Z0-9+/=]+$"
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                  "combineMethod": {
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                    "description": "Controls how multiple reference images are combined.",
                    "type": "string",
                    "enum": [
                      "concat",
                      "add",
                      "subtract",
                      "average",
                      "norm_average"
                    ],
                    "default": "concat"
                  },
                  "embedScaling": {
                    "title": "Embed Scaling",
                    "description": "Determines which embedding components are used and their strength.",
                    "type": "string",
                    "enum": [
                      "only_v",
                      "kv",
                      "kv_penalty_c",
                      "k_mean_v_penalty_c"
                    ],
                    "default": "kv"
                  },
                  "weightType": {
                    "title": "Weight Type",
                    "description": "Shapes how influence evolves during generation.",
                    "type": "string",
                    "enum": [
                      "normal",
                      "ease_in",
                      "ease_out",
                      "ease_in_out",
                      "weak_input",
                      "weak_output",
                      "weak_middle",
                      "strong_middle",
                      "style_transfer",
                      "composition",
                      "strong_style_transfer",
                      "style_and_composition",
                      "strong_style_and_composition"
                    ],
                    "default": "normal"
                  },
                  "weightComposition": {
                    "title": "Weight Composition",
                    "description": "Controls composition/layout influence specifically.",
                    "type": "number",
                    "multipleOf": 0.01,
                    "minimum": 0,
                    "maximum": 1
                  }
                },
                "required": [
                  "model",
                  "guideImages"
                ],
                "additionalProperties": false
              }
            },
            "trueCFGScale": {
              "title": "True CFG Scale",
              "description": "True Classifier-Free Guidance scale. Higher values increase prompt adherence at the cost of quality.",
              "type": "number"
            },
            "ultralytics": {
              "title": "Ultralytics Features",
              "description": "Configuration object for Ultralytics face enhancement during generation. This feature uses face detection and inpainting to improve facial details in the same generation step, without requiring post-processing.\n\n> [!NOTE]\n> Face enhancement is available for Stable Diffusion 1.X, SDXL, and FLUX models. The system automatically detects faces and applies targeted refinement to improve quality while maintaining consistency with the overall generation.\n\n[Read full documentation](https://runware.ai/docs/models/bfl-flux-1-kontext-dev#ultralytics)",
              "type": "object",
              "properties": {
                "CFGScale": {
                  "title": "CFG Scale",
                  "description": "Face refinement guidance scale.",
                  "type": "number",
                  "multipleOf": 0.1,
                  "minimum": 0,
                  "maximum": 50,
                  "default": 8
                },
                "confidence": {
                  "title": "Confidence",
                  "description": "Confidence threshold for detection.",
                  "type": "number",
                  "multipleOf": 0.01,
                  "minimum": 0,
                  "maximum": 1,
                  "default": 0.9
                },
                "maskBlur": {
                  "title": "Mask Blur",
                  "description": "Mask feathering amount. Higher values create softer transitions between the enhanced face region and surrounding areas.",
                  "type": "integer",
                  "minimum": 0,
                  "maximum": 100,
                  "default": 5
                },
                "maskPadding": {
                  "title": "Mask Padding",
                  "description": "Padding around detected face in pixels. Expands the refinement area to include surrounding context like hair and neck.",
                  "type": "integer",
                  "minimum": 0,
                  "maximum": 20,
                  "default": 5
                },
                "negativePrompt": {
                  "title": "Negative Prompt",
                  "description": "Negative prompt for detection.",
                  "type": "string"
                },
                "positivePrompt": {
                  "title": "Positive Prompt",
                  "description": "Positive prompt for detection.",
                  "type": "string"
                },
                "steps": {
                  "title": "Steps",
                  "description": "Number of face refinement steps.",
                  "type": "integer",
                  "minimum": 1,
                  "maximum": 100,
                  "default": 20
                },
                "strength": {
                  "title": "Strength",
                  "description": "Refinement strength. Lower values preserve more of the original, higher values allow more aggressive reconstruction.",
                  "type": "number",
                  "multipleOf": 0.01,
                  "minimum": 0,
                  "maximum": 1,
                  "default": 0.3
                }
              },
              "additionalProperties": false
            },
            "taskType": {
              "title": "Task Type",
              "description": "Identifier for the type of task being performed",
              "type": "string",
              "const": "imageInference"
            },
            "taskUUID": {
              "title": "Task UUID",
              "description": "UUID v4 identifier for tracking tasks and matching async responses. Must be unique per task.",
              "type": "string",
              "format": "uuid"
            },
            "webhookURL": {
              "title": "Webhook URL",
              "description": "Specifies a webhook URL where JSON responses will be sent via HTTP POST when generation tasks complete. For batch requests with multiple results, each completed item triggers a separate webhook call as it becomes available.",
              "type": "string",
              "format": "uri"
            },
            "includeCost": {
              "title": "Include Cost",
              "description": "Include task cost in the response.",
              "type": "boolean",
              "default": false
            },
            "model": {
              "title": "Model",
              "description": "Identifier of the model to use for generation.",
              "type": "string",
              "const": "runware:106@1"
            },
            "numberResults": {
              "title": "Number of Results",
              "description": "Number of results to generate. Each result uses a different seed, producing variations of the same parameters.",
              "type": "integer",
              "minimum": 1,
              "default": 1,
              "maximum": 20
            },
            "uploadEndpoint": {
              "title": "Upload Endpoint",
              "description": "Specifies a URL where the generated content will be automatically uploaded using the HTTP PUT method. The raw binary data of the media file is sent directly as the request body. For secure uploads to cloud storage, use presigned URLs that include temporary authentication credentials.\n\n**Common use cases:**\n\n- **Cloud storage**: Upload directly to S3 buckets, Google Cloud Storage, or Azure Blob Storage using presigned URLs.\n- **CDN integration**: Upload to content delivery networks for immediate distribution.\n\n```text\n// S3 presigned URL for secure upload\nhttps://your-bucket.s3.amazonaws.com/generated/content.mp4?X-Amz-Signature=abc123&X-Amz-Expires=3600\n\n// Google Cloud Storage presigned URL\nhttps://storage.googleapis.com/your-bucket/content.jpg?X-Goog-Signature=xyz789\n\n// Custom storage endpoint\nhttps://storage.example.com/uploads/generated-image.jpg\n```\n\nThe content data will be sent as the request body to the specified URL when generation is complete.\n\n[Read full documentation](https://runware.ai/docs/models/bfl-flux-1-kontext-dev#uploadEndpoint)",
              "type": "string",
              "format": "uri"
            },
            "ttl": {
              "title": "TTL",
              "description": "Time-to-live (TTL) in seconds for generated content. Only applies when `outputType` is `URL`.",
              "type": "integer",
              "minimum": 60
            },
            "outputType": {
              "title": "Output Type",
              "description": "Image output type.",
              "type": "string",
              "enum": [
                "URL",
                "base64Data",
                "dataURI"
              ],
              "default": "URL"
            },
            "outputFormat": {
              "title": "Output Format",
              "description": "Specifies the file format of the generated output. The available values depend on the task type and the specific model's capabilities.\n\n- \\`JPG\\`: Best for photorealistic images with smaller file sizes (no transparency).\n- \\`PNG\\`: Lossless compression, supports high quality and transparency (alpha channel).\n- \\`WEBP\\`: Modern format providing superior compression and transparency support.\n- \\`MP4\\`: Widely supported video container (H.264), recommended for general use.\n- \\`WEBM\\`: Optimized for web delivery.\n- \\`MOV\\`: QuickTime format, common in professional workflows (Apple ecosystem).\n- \\`GIF\\`: Animated image format (no audio), suitable for short loops or previews.\n- \\`MP3\\`: Compressed audio, smaller file size.\n- \\`WAV\\`: Uncompressed, high-quality audio.\n- \\`FLAC\\`: Lossless compression.\n- \\`OGG\\`: Open-source compressed audio format (Vorbis codec).\n- \\`SVG\\`: Scalable Vector Graphics.\n- \\`TIFF\\`: High-quality output supporting layers.\n\n> [!NOTE]\n> \\*\\*Transparency\\*\\*: If you are using features like background removal or LayerDiffuse that require transparency, you must select a format that supports an alpha channel (e.g., \\`PNG\\`, \\`WEBP\\`, \\`TIFF\\`). \\`JPG\\` does not support transparency.\n\n[Read full documentation](https://runware.ai/docs/models/bfl-flux-1-kontext-dev#outputFormat)",
              "type": "string",
              "enum": [
                "JPG",
                "PNG",
                "WEBP"
              ],
              "default": "JPG"
            },
            "outputQuality": {
              "title": "Output Quality",
              "description": "Compression quality of the output. Higher values preserve quality but increase file size.",
              "type": "integer",
              "minimum": 20,
              "maximum": 99,
              "default": 95
            },
            "deliveryMethod": {
              "title": "Delivery Method",
              "description": "Determines how the API delivers task results.",
              "type": "string",
              "oneOf": [
                {
                  "const": "sync",
                  "description": "Returns complete results directly in the API response."
                },
                {
                  "const": "async",
                  "description": "Returns an immediate acknowledgment with the task UUID. Poll for results using getResponse."
                }
              ],
              "default": "sync"
            },
            "safety": {
              "type": "object",
              "title": "Safety Settings",
              "description": "Content safety checking configuration for image generation.",
              "properties": {
                "checkContent": {
                  "title": "Check Content",
                  "description": "Enable or disable content safety checking. When enabled, defaults to `fast` mode.",
                  "type": "boolean",
                  "default": false
                },
                "mode": {
                  "description": "Safety checking mode for image generation.",
                  "type": "string",
                  "oneOf": [
                    {
                      "const": "none",
                      "title": "None",
                      "description": "Disables checking."
                    },
                    {
                      "const": "fast",
                      "title": "Fast",
                      "description": "Performs a single check."
                    }
                  ],
                  "default": "none"
                }
              },
              "additionalProperties": false
            }
          }
        },
        "description": "You must always POST an array of task objects."
      },
      "ResponseBody": {
        "type": "object",
        "properties": {
          "data": {
            "type": "array",
            "items": {
              "type": "object",
              "description": "Unknown response structure"
            }
          }
        }
      },
      "ErrorResponse": {
        "title": "Error Response",
        "description": "Standard error response returned by the Runware API.",
        "type": "object",
        "properties": {
          "errors": {
            "type": "array",
            "items": {
              "type": "object",
              "required": [
                "code",
                "message"
              ],
              "additionalProperties": true,
              "properties": {
                "code": {
                  "type": "string",
                  "description": "A short identifier for the error (e.g., invalidApiKey, timeoutProvider)."
                },
                "message": {
                  "type": "string",
                  "description": "A human-readable explanation of what went wrong."
                },
                "parameter": {
                  "type": "string",
                  "description": "The request parameter related to the error, if applicable."
                },
                "taskType": {
                  "type": "string",
                  "description": "The task type of the request that failed."
                },
                "taskUUID": {
                  "type": "string",
                  "description": "The unique identifier of the failed request."
                },
                "documentation": {
                  "type": "string",
                  "description": "A link to relevant documentation."
                }
              }
            }
          }
        },
        "required": [
          "errors"
        ],
        "additionalProperties": false
      }
    }
  },
  "paths": {
    "/": {
      "post": {
        "summary": "Run FLUX.1 Kontext [dev]",
        "description": "FLUX.1 Kontext [dev] is an open weights image editing model tuned for fast iterative development. It supports local edits and full scene changes from prompts. Use it for style transfer, background swaps, object edits, and character consistent variations in your pipelines.",
        "operationId": "run_bfl_flux_1_kontext_dev",
        "requestBody": {
          "required": true,
          "content": {
            "application/json": {
              "schema": {
                "$ref": "#/components/schemas/RequestBody"
              }
            }
          }
        },
        "responses": {
          "200": {
            "description": "Successful response",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/ResponseBody"
                }
              }
            }
          },
          "400": {
            "description": "Bad Request — Missing or invalid parameters.",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/ErrorResponse"
                }
              }
            }
          },
          "401": {
            "description": "Unauthorized — No valid API key provided.",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/ErrorResponse"
                }
              }
            }
          },
          "402": {
            "description": "Payment Required — Insufficient account balance.",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/ErrorResponse"
                }
              }
            }
          },
          "403": {
            "description": "Forbidden — The API key lacks permissions for this request.",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/ErrorResponse"
                }
              }
            }
          },
          "429": {
            "description": "Too Many Requests — Rate limit exceeded.",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/ErrorResponse"
                }
              }
            }
          },
          "500": {
            "description": "Server Error — Something went wrong on Runware's end.",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/ErrorResponse"
                }
              }
            }
          },
          "503": {
            "description": "Service Unavailable — Temporarily unavailable (maintenance or capacity).",
            "content": {
              "application/json": {
                "schema": {
                  "$ref": "#/components/schemas/ErrorResponse"
                }
              }
            }
          }
        }
      }
    }
  },
  "security": [
    {
      "apiKeyAuth": []
    }
  ]
}