Given your constraints, a straightforward approach would be to use an external API to handle the text rewriting process. You can use GPT-3, for example, by making API calls from your golang application. Here's a simple example of how to make an API call to the OpenAI GPT-3 API using the net/http
package in golang:
-
First, sign up for an API key from OpenAI (https://beta.openai.com/signup/).
-
Install the required package for handling JSON:
go get -u github.com/tidwall/gjson
- Use the following golang code as a starting point to make API calls to GPT-3:
package main
import (
"bytes"
"encoding/json"
"fmt"
"io/ioutil"
"net/http"
"github.com/tidwall/gjson"
)
const (
openaiAPIKey := os.Getenv("MY_API_KEY")
openaiAPIURL = "https://api.openai.com/v1/engines/davinci-codex/completions"
)
type prompt struct {
Prompt string `json:"prompt"`
}
func main() {
inputSentence := "Rewrite the following sentence in a more meaningful and coherent way: 'Her finished uncle can't manifest'."
chatGPTRequestData := prompt{
Prompt: inputSentence,
}
requestBody, err := json.Marshal(chatGPTRequestData)
if err != nil {
fmt.Println("Error:", err)
return
}
httpClient := &http.Client{}
request, err := http.NewRequest("POST", openaiAPIURL, bytes.NewBuffer(requestBody))
if err != nil {
fmt.Println("Error:", err)
return
}
request.Header.Set("Content-Type", "application/json")
request.Header.Set("Authorization", "Bearer "+openaiAPIKey)
response, err := httpClient.Do(request)
if err != nil {
fmt.Println("Error:", err)
return
}
defer response.Body.Close()
chatGPTResponseBody, err := ioutil.ReadAll(response.Body)
if err != nil {
fmt.Println("Error:", err)
return
}
rewrittenSentence := gjson.Get(string(chatGPTResponseBody), "choices.0.text").String()
fmt.Println("Input sentence:", inputSentence)
fmt.Println("Rewritten sentence:", rewrittenSentence)
}
Make sure to replace your_openai_api_key
with your actual API key from OpenAI.
This example demonstrates a simple way to call the GPT-3 API to rewrite sentences in a more meaningful and coherent way. The code can be easily integrated into your existing golang application.
Please note that using the GPT-3 API might incur costs, depending on your usage. You can find the pricing details on the OpenAI website: https://openai.com/pricing.
See https://platform.openai.com/docs/api-reference/completions/create
https://platform.openai.com/playground?mode=chat&model=gpt-4