package lib import ( "bytes" "context" "errors" "io" "net/http" "github.com/replicate/replicate-go" ) func ReplicateImageGeneration(prompt string) (*bytes.Buffer, error) { client, clientError := replicate.NewClient(replicate.WithTokenFromEnv()) if clientError != nil { return nil, clientError } input := replicate.PredictionInput{ "prompt": prompt, } webhook := replicate.Webhook{ URL: "https://example.com/webhook", Events: []replicate.WebhookEventType{"start", "completed"}, } prediction, predictionError := client.Run(context.Background(), "stability-ai/sdxl:39ed52f2a78e934b3ba6e2a89f5b1c712de7dfea535525255b1aa35c5565e08b", input, &webhook) if predictionError != nil { return nil, predictionError } test, ok := prediction.([]interface{}) if !ok { return nil, errors.New("there was an error generating the image based on this prompt... this usually happens when the generated image violates safety requirements") } imgUrl, ok := test[0].(string) if !ok { return nil, errors.New("there was an error generating the image based on this prompt... this usually happens when the generated image violates safety requirements") } imageRes, imageGetErr := http.Get(imgUrl) if imageGetErr != nil { return nil, imageGetErr } defer imageRes.Body.Close() imageBytes, imgReadErr := io.ReadAll(imageRes.Body) if imgReadErr != nil { return nil, imgReadErr } imageFile := bytes.NewBuffer(imageBytes) return imageFile, nil }