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images.go
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images.go
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// Package images provides bindings for the [images] [endpoint].
// Given a prompt and/or an input image, the model will generate a new image.
// Related guide: [Image Generation].
//
// [images]: https://beta.openai.com/docs/api-reference/images
// [endpoint]: https://api.openai.com/v1/images
// [Image Generation]: https://beta.openai.com/docs/guides/images/image-generation-beta
package images
import (
"bytes"
"errors"
"mime/multipart"
"net/http"
"github.com/Kardbord/gopenai/common"
"github.com/Kardbord/gopenai/moderations"
)
const (
BaseEndpoint = common.BaseURL + "images/"
CreateEndpoint = BaseEndpoint + "generations"
EditEndpoint = BaseEndpoint + "edits"
VariationEndpoint = BaseEndpoint + "variations"
)
const (
Dalle2SmallImage = "256x256"
Dalle2MediumImage = "512x512"
Dalle2LargeImage = "1024x1024"
Dalle3SquareImage = "1024x1024"
Dalle3LandscapeImage = "1792x1024"
Dalle3PortraitImage = "1024x1792"
// Deprecated: Use Dalle2SmallImage instead.
SmallImage = Dalle2SmallImage
// Deprecated: Use Dalle2MediumImage instead.
MediumImage = Dalle2MediumImage
// Deprecated: Use Dalle2LargeImage instead.
LargeImage = Dalle2LargeImage
)
const (
ResponseFormatURL = "url"
ResponseFormatB64JSON = "b64_json"
)
const (
ModelDalle2 = "dall-e-2"
ModelDalle3 = "dall-e-3"
)
const (
QualityStandard = "standard"
QualityHD = "hd"
)
const (
StyleVivid = "vivid"
StyleNatural = "natural"
)
// Response structure for the image API endpoint.
type Response struct {
Created uint64 `json:"created"`
Data []struct {
URL string `json:"url"`
B64JSON string `json:"b64_json"`
RevisedPrompt string `json:"revised_prompt"`
}
Error *common.ResponseError `json:"error,omitempty"`
}
// Request structure for the image creation API endpoint.
type CreationRequest struct {
// A text description of the desired image(s).
// The maximum length is 1000 characters for dall-e-2 and 4000 characters for dall-e-3.
Prompt string `json:"prompt,omitempty"`
// The model to use for image generation.
Model string `json:"model,omitempty"`
// The number of images to generate. Must be between 1 and 10.
// For dall-e-3, only n=1 is supported.
N *uint64 `json:"n,omitempty"`
// The quality of the image that will be generated.
// "hd" creates images with finer details and greater consistency across the image.
// This param is only supported for dall-e-3.
Quality string `json:"quality,omitempty"`
// The format in which the generated images are returned. Must be one of url or b64_json.
ResponseFormat string `json:"response_format,omitempty"`
// The size of the generated images.
// Must be one of 256x256, 512x512, or 1024x1024 for dall-e-2.
// Must be one of 1024x1024, 1792x1024, or 1024x1792 for dall-e-3 models.
Size string `json:"size,omitempty"`
// The style of the generated images. Must be one of vivid or natural.
// Vivid causes the model to lean towards generating hyper-real and dramatic images.
// Natural causes the model to produce more natural, less hyper-real looking images.
// This param is only supported for dall-e-3.
Style string `json:"style,omitempty"`
// A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse.
User string `json:"user,omitempty"`
}
// Creates an image given a prompt.
func MakeCreationRequest(request *CreationRequest, organizationID *string) (*Response, error) {
r, err := common.MakeRequest[CreationRequest, Response](request, CreateEndpoint, http.MethodPost, organizationID)
if err != nil {
return nil, err
}
if r == nil {
return nil, errors.New("nil response received")
}
if r.Error != nil {
return r, r.Error
}
if len(r.Data) == 0 {
return r, errors.New("no data in response")
}
return r, nil
}
// Runs request inputs through the moderations endpoint prior to making the request.
// Returns a moderations.ModerationFlagError prior to making the request if the
// inputs are flagged by the moderations endpoint.
func MakeModeratedCreationRequest(request *CreationRequest, organizationID *string) (*Response, *moderations.Response, error) {
modr, err := moderations.MakeModeratedRequest(&moderations.Request{
Input: []string{request.Prompt},
Model: moderations.ModelLatest,
}, organizationID)
if err != nil {
return nil, modr, err
}
r, err := MakeCreationRequest(request, organizationID)
if err != nil {
return nil, modr, err
}
return r, modr, nil
}
// Request structure for the image editing API endpoint.
type EditRequest struct {
// The image to edit. Must be a valid PNG file, less than 4MB, and square.
// If mask is not provided, image must have transparency, which will be
// used as the mask.
Image string `json:"image,omitempty"`
// The name of the image, including its extension, but not including
// any path information.
ImageName string `json:"-"`
// A text description of the desired image(s). The maximum length is 1000 characters.
Prompt string `json:"prompt,omitempty"`
// An additional image whose fully transparent areas (e.g. where alpha is zero)
// indicate where image should be edited. Must be a valid PNG file, less than 4MB,
// and have the same dimensions as image.
Mask string `json:"mask,omitempty"`
// The name of the mask, including its extension, but not including any
// path information.
MaskName string `json:"-"`
// The model to use for image generation. Only dall-e-2 is supported at this time.
Model string `json:"model,omitempty"`
// The number of images to generate. Must be between 1 and 10.
N *uint64 `json:"n,omitempty"`
// The size of the generated images. Must be one of 256x256, 512x512, or 1024x1024.
Size string `json:"size,omitempty"`
// The format in which the generated images are returned. Must be one of url or b64_json.
ResponseFormat string `json:"response_format,omitempty"`
// A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse.
User string `json:"user,omitempty"`
}
// Creates an edited or extended image given an original image and a prompt.
func MakeEditRequest(request *EditRequest, organizationID *string) (*Response, error) {
if request == nil {
return nil, errors.New("nil request provided")
}
buf := new(bytes.Buffer)
writer := multipart.NewWriter(buf)
var err error
if len(request.Prompt) > 0 {
err = common.CreateFormField("prompt", request.Prompt, writer)
if err != nil {
return nil, err
}
}
if request.N != nil {
err = common.CreateFormField("n", request.N, writer)
if err != nil {
return nil, err
}
}
if len(request.Size) > 0 {
err = common.CreateFormField("size", request.Size, writer)
if err != nil {
return nil, err
}
}
if len(request.ResponseFormat) > 0 {
err = common.CreateFormField("response_format", request.ResponseFormat, writer)
if err != nil {
return nil, err
}
}
if len(request.User) > 0 {
err = common.CreateFormField("user", request.User, writer)
if err != nil {
return nil, err
}
}
if len(request.Model) > 0 {
err = common.CreateFormField("model", request.Model, writer)
if err != nil {
return nil, err
}
}
if len(request.Image) > 0 {
err = common.CreateFormFile("image", request.ImageName, request.Image, writer)
if err != nil {
return nil, err
}
}
if len(request.Mask) > 0 {
err = common.CreateFormFile("mask", request.MaskName, request.Mask, writer)
if err != nil {
return nil, err
}
}
writer.Close()
r, err := common.MakeRequestWithForm[Response](buf, EditEndpoint, http.MethodPost, writer.FormDataContentType(), organizationID)
if err != nil {
return nil, err
}
if r == nil {
return nil, errors.New("nil response received")
}
if r.Error != nil {
return r, r.Error
}
if len(r.Data) == 0 {
return r, errors.New("no data in response")
}
return r, nil
}
// Runs request inputs through the moderations endpoint prior to making the request.
// Returns a moderations.ModerationFlagError prior to making the request if the
// inputs are flagged by the moderations endpoint.
func MakeModeratedRequest(request *EditRequest, organizationID *string) (*Response, *moderations.Response, error) {
modr, err := moderations.MakeModeratedRequest(&moderations.Request{
Input: []string{request.Prompt},
Model: moderations.ModelLatest,
}, organizationID)
if err != nil {
return nil, modr, err
}
r, err := MakeEditRequest(request, organizationID)
if err != nil {
return nil, modr, err
}
return r, modr, nil
}
// Request structure for the image variations API endpoint.
type VariationRequest struct {
// The image to use as the basis for the variation(s). Must be a valid PNG file, less than 4MB, and square.
Image string `json:"image,omitempty"`
// The name of the image, including its extension, but not including
// any path information.
ImageName string `json:"-"`
// The model to use for image generation. Only dall-e-2 is supported at this time.
Model string `json:"model,omitempty"`
// The number of images to generate. Must be between 1 and 10.
N *uint64 `json:"n,omitempty"`
// The size of the generated images. Must be one of 256x256, 512x512, or 1024x1024.
Size string `json:"size,omitempty"`
// The format in which the generated images are returned. Must be one of url or b64_json.
ResponseFormat string `json:"response_format,omitempty"`
// A unique identifier representing your end-user, which can help OpenAI to monitor and detect abuse.
User string `json:"user,omitempty"`
}
// Creates a variation of a given image.
func MakeVariationRequest(request *VariationRequest, organizationID *string) (*Response, error) {
if request == nil {
return nil, errors.New("nil request provided")
}
buf := new(bytes.Buffer)
writer := multipart.NewWriter(buf)
var err error
if request.N != nil {
err = common.CreateFormField("n", request.N, writer)
if err != nil {
return nil, err
}
}
if len(request.Size) > 0 {
err = common.CreateFormField("size", request.Size, writer)
if err != nil {
return nil, err
}
}
if len(request.ResponseFormat) > 0 {
err = common.CreateFormField("response_format", request.ResponseFormat, writer)
if err != nil {
return nil, err
}
}
if len(request.User) > 0 {
err = common.CreateFormField("user", request.User, writer)
if err != nil {
return nil, err
}
}
if len(request.Image) > 0 {
err = common.CreateFormFile("image", request.ImageName, request.Image, writer)
if err != nil {
return nil, err
}
}
if len(request.Model) > 0 {
err = common.CreateFormField("model", request.Model, writer)
if err != nil {
return nil, err
}
}
writer.Close()
r, err := common.MakeRequestWithForm[Response](buf, VariationEndpoint, http.MethodPost, writer.FormDataContentType(), organizationID)
if err != nil {
return nil, err
}
if r == nil {
return nil, errors.New("nil response received")
}
if r.Error != nil {
return r, r.Error
}
if len(r.Data) == 0 {
return r, errors.New("no data in response")
}
return r, nil
}