main.go

package main

import (
	"fmt"

	tensorflow "github.com/galeone/tensorflow/tensorflow/go"
)


func loadModel(modelPath string) (*tensorflow.SavedModel, error){
	model, err := tensorflow.LoadSavedModel(modelPath, []string{"serve"}, nil)
	if err != nil {
		return nil, fmt.Errorf("error loading model: %v", err)
	}
	return model, nil
}



func translate(model *tensorflow.SavedModel, inputText string) (string, error) {
	// Create a tensor from the input text
	inputTensor, err := tensorflow.NewTensor(inputText)
	if err != nil {
		return "", fmt.Errorf("error creating input tensor: %v", err)
	}

	// Run the model
	output, err := model.Session.Run(
		map[tensorflow.Output]*tensorflow.Tensor{
			model.Graph.Operation("input_tensor_name").Output(0): inputTensor,
		},
		[]tensorflow.Output{
			model.Graph.Operation("output_tensor_name").Output(0),
		},
		nil,
	)
	if err != nil {
		return "", fmt.Errorf("error running model: %v", err)
	}

	// Convert the output tensor to a string
	translatedText := output[0].Value().(string)

	return translatedText, nil
}



func main (){

	modelPath := "" // our model path here
	model, err := loadModel(modelPath)

	if err != nil {
		fmt.Println(err)
		return
	}
	defer model.Session.Close()

	// Translate a sample text
	inputText := "Hello, world!"
	translatedText, err := translate(model, inputText)
	if err != nil {
		fmt.Println(err)
		return
	}

	fmt.Println("Input text:", inputText)
	fmt.Println("Translated text:", translatedText)
}