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The API also supports upscaling, background removal, inpainting and outpainting, and a series of other ControlNet models.\n\n## Request for API access\n\nYou can request for api access and get your API key [here](https://picfinder.ai/support/en/articles/7944975-how-to-access-the-picfinder-api)\n\n## Installation\n\nTo install and set up the library, run:\n\n```sh\n$  npm  install  picfinder-sdk\n```\n\nOr if you prefer using Yarn:\n\n```sh\n$  yarn  add  picfinder-sdk\n```\n\n## Request for API access\n\nYou can request for api access and get your API key [here](https://picfinder.ai/support/en/articles/7944975-how-to-access-the-picfinder-api)\n\n## Instantiating the SDK\n\n```js\n# For  Client (Javascript, React, Vue  etc) Use\nconst  picfinder  =  new  Picfinder(ENVIRONMENT , API_KEY);\n\n# For  Server (Nodejs) Use\nconst  picfinder  =  new  PicfinderServer(ENVIRONMENT , API_KEY);\n```\n\n| Parameter   | Type   | Use                         |\n| ----------- | ------ | --------------------------- |\n| ENVIRONMENT | string | \"PRODUCTION\", \"DEVELOPMENT\" |\n| API_KEY     | string | The environment api key     |\n\n## API\n\n### Request Image\n\nNB: All errors can be catched in the catch block of each request\n\n```js\nconst  picfinder  =  new  Picfinder(ENVIRONMENT\t, API_KEY);\nconst images = await picfinder.requestImages({\n\tpositivePrompt: string;\n\timageSize: number;\n\tmodelId: number;\n\tnumberOfImages?: number;\n\tnegativePrompt?: string;\n\tuseCache?: boolean;\n\tlora?: ILora[];\n\tcontrolNet?: IControlNet[];\n\timageInitiator?: File | string;\n\timageMaskInitiator?: File | string;\n\tsteps?: number;\n\tonPartialImages?: (images: IImage[], error: IError) =>  void;\n})\nconsole.log(images)\n\nreturn interface IImage {\n\timageSrc: string;\n\timageUUID: string;\n\ttaskUUID: string;\n\tbNSFWContent: boolean;\n}[]\n```\n\n##### Parallel Requests (2 or more requests at the same time)\n\n```js\nconst  picfinder  =  new  Picfinder(ENVIRONMENT\t, API_KEY);\n\nconst [firstImagesRequest, secondImagesRequest] = await Promise.all([\n\tpicfinder.requestImages({\n\t\tpositivePrompt: string;\n\t\timageSize: number;\n\t\tmodelId: number;\n\t\tnumberOfImages?: number;\n\t\tnegativePrompt?: string;\n\t\tuseCache?: boolean;\n\t\tonPartialImages?: (images: IImage[], error: IError) =>  void;\n\t}),\n\tpicfinder.requestImages({\n\t\tpositivePrompt: string;\n\t\timageSize: number;\n\t\tmodelId: number;\n\t\tnumberOfImages?: number;\n\t\tnegativePrompt?: string;\n\t\tuseCache?: boolean;\n\t\tonPartialImages?: (images: IImage[], error: IError) =>  void;\n\t})\n])\n\nconsole.log({firstImagesRequest, secondImagesRequest})\n\nreturn interface IImage {\n\timageSrc: string;\n\timageUUID: string;\n\ttaskUUID: string;\n\tbNSFWContent: boolean;\n}[]\n```\n\n| Parameter          | Type                               | Use                                                                                                                                                            |\n| ------------------ | ---------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| positivePrompt     | string                             | Defines the positive prompt description of the image.                                                                                                          |\n| imageSize          | number                             | Controls the image size.                                                                                                                                       |\n| modelId            | number                             | The model id of the image to be requested.                                                                                                                     |\n| numberOfImages     | number: `(Optional)` (default = 1) | `(Optional)` The number of images to be sent.                                                                                                                  |\n| useCache           | string: `(Optional)`               | Should use cached images (for faster response) or generate new images.                                                                                         |\n| lora               | ILora[]: `(Optional)`              | If provided it should be an array of objects. Each object must have two attributes: `loraCivitaiAIR` (string) and `weight` (float) with values from 0 to 1.    |\n| controlNet         | IControlNet[]: `(Optional)`        | If provided, should be an array of objects. Each object must have five attributes:                                                                             |\n| imageInitiator     | string or File: `(Optional)`       | The image requires for the seed image. It can be the UUID of previously generated image or an a file image.                                                    |\n| imageMaskInitiator | string or File: `(Optional)`       | The mask image requires for the seed image. It can be the UUID of previously generated image or an a file image.                                               |\n| steps              | number: `(Optional)`               | The steps required to generate the image.                                                                                                                      |\n| onPartialImages    | function: `(Optional)`             | If you want to receive the images as they are generated instead of waiting for the async request, you get the images as they are generated from this function. |\n\n##### ControlNet Params\n\n| Parameter             | Type                               | Use                                                                                                                                                                                                                                                                                                                               |\n| --------------------- | ---------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| preprocessor          | string                             | Defines the positive prompt description of the image.                                                                                                                                                                                                                                                                             |\n| weight                | number                             | an have values between 0 and 1 and represent the weight of the ControlNet preprocessor in the image.                                                                                                                                                                                                                              |\n| startStep             | number                             | represents the moment in which the ControlNet preprocessor starts to control the inference. It can take values from 0 to the maximum number of `steps` in the image create request. This can also be replaced with `startStepPercentage` (float) which represents the same value but in percentages. It takes values from 0 to 1. |\n| numberOfImages        | number: `(Optional)` (default = 1) | `(Optional)` The number of images to be sent.                                                                                                                                                                                                                                                                                     |\n| endStep               | number                             | similar with `startStep` but represents the end of the preprocessor control of the image inference. The equivalent of the percentage option is `startStepPercentage` (float).                                                                                                                                                     |\n| guideImage            | file or string `(Optional)`        | The image requires for the guide image. It can be the UUID of previously generated image or an a file image.                                                                                                                                                                                                                      |\n| guideImageUnprocessed | file or string `(Optional)`        | The image requires for the guide image unprocessed. It can be the UUID of previously generated image or an a file image.                                                                                                                                                                                                          |\n\n \n\n### Request Image To Text\n\n```js\n\nconst  picfinder  =  new  Picfinder(ENVIRONMENT\t, API_KEY);\nconst imageToText = await picfinder.requestImageToText({\n\timageInitiator: string | File\n})\nconsole.log(imageToText)\n\nreturn interface IImageToText {\n\ttaskUUID: string;\n\ttext: string;\n}\n```\n\n| Parameter      | Type           | Use                                                                                                         |\n| -------------- | -------------- | ----------------------------------------------------------------------------------------------------------- |\n| imageInitiator | string or File | The image requires for the seed image. It can be the UUID of previously generated image or an a file image. |\n\n \n\n### Remove Image Background\n\n```js\n\nconst  picfinder  =  new  Picfinder(ENVIRONMENT\t, API_KEY);\nconst image = await picfinder.removeImageBackground({\n\timageInitiator: string | File\n})\nconsole.log(image)\nreturn interface IImage {\n\timageSrc: string;\n\timageUUID: string;\n\ttaskUUID: string;\n\tbNSFWContent: boolean;\n}[]\n```\n\n| Parameter      | Type           | Use                                                                                                         |\n| -------------- | -------------- | ----------------------------------------------------------------------------------------------------------- |\n| imageInitiator | string or File | The image requires for the seed image. It can be the UUID of previously generated image or an a file image. |\n\n \n\n### Upscale Image\n\n```js\n\nconst  picfinder  =  new  Picfinder(ENVIRONMENT\t, API_KEY);\nconst image = await picfinder.upscaleGan({\n\timageInitiator: string | File;\n\tupscaleFactor: number;\n})\nconsole.log(image)\nreturn interface IImage {\n\timageSrc: string;\n\timageUUID: string;\n\ttaskUUID: string;\n\tbNSFWContent: boolean;\n}[]\n\n```\n\n| Parameter      | Type           | Use                                                                                                         |\n| -------------- | -------------- | ----------------------------------------------------------------------------------------------------------- |\n| imageInitiator | string or File | The image requires for the seed image. It can be the UUID of previously generated image or an a file image. |\n| upscaleFactor  | number         | The number of times to upscale;                                                                             |\n\n \n\n### Enhance Prompt\n\n```js\n\nconst  picfinder  =  new  Picfinder(ENVIRONMENT\t, API_KEY);\nconst enhancedPrompt = await picfinder.enhancePrompt({\n\tprompt: string;\n\tpromptMaxLength?: number;\n\tpromptLanguageId?: number;\n\tpromptVersions?: number;\n})\nconsole.log(enhancedPrompt)\nreturn interface IEnhancedPrompt {\n\ttaskUUID: string;\n\ttext: string;\n}[]\n\n```\n\n| Parameter        | Type               | Use                                                                                                                         |\n| ---------------- | ------------------ | --------------------------------------------------------------------------------------------------------------------------- |\n| prompt           | string             | The prompt that you intend to enhance.                                                                                      |\n| promptMaxLength  | number: `Optional` | Character count. Represents the maximum length of the prompt that you intend to receive. Can take values between 1 and 380. |\n| promptVersions   | number: `Optional` | The number of prompt versions that will be received. Can take values between 1 and 5.                                       |\n| promptLanguageId | number: `Optional` | The language prompt text. Can take values between 1 and 298. Default is `1` - English. Options are provided below.          |\n\n \n\n## Demo\n\n[**Demo**](https://codesandbox.io/s/picfinder-api-implementation-9tf85s?file=/src/App.tsx).\n\n## Changelog\n\n### - v1.0.27\n\n**Added or Changed**\n\n- Refactor websocket listeners\n- Allow users to make parallel requests\n\n### - v1.0.26\n\n**Added or Changed**\n\n- Validate valid UUID as image initiator\n\n### - v1.0.25\n\n**Added or Changed**\n\n- Add Buffer utils necessary for server ws\n- Return images generated if timeout reached\n- Added support for LoRA\n- Added support for seed\n\n### - v1.0.24\n\n**Added or Changed**\n\n- Introduce retry for missing images\n- Increase Polling time\n\n### - v1.0.23\n\n**Added or Changed**\n\n- Fixed Upscalegan to allow imageUUID\n\n### - v1.0.22\n\n**Added or Changed**\n\n- Fixed bugs\n\n### - v1.0.21\n\n**Added or Changed**\n\n- Add control mode to control net\n\n### - v1.0.20\n\n**Added or Changed**\n\n- Ensure connection for non instantiated instance\n\n### - v1.0.19\n\n**Added or Changed**\n\n- Allow server sdk to reconnect on connection loss\n- Prevent duplicate message in server sdk\n- Modify connected method\n- Reduced polling interval\n\n### - v1.0.18\n\n**Added or Changed**\n\n- Expose is connected method\n\n### - v1.0.17\n\n**Added or Changed**\n\n- Minor Fixes\n\n### - v1.0.16\n\n**Added or Changed**\n\n- Added Release Notes\n\n### - v1.0.15\n\n**Added or Changed**\n\n- Added Server implementation (Nodejs)\n- Added Errors catching\n\n## Contributing\n\n## Credits\n\n## Resources\n\n[**API Docs**](https://picfinder.ai/support/en/collections/4049537-api-docs)\n","readmeFilename":"readme.md"}