###Language Understanding Intelligent Service (LUIS)
LUIS lets your app understand language
- LUIS is in beta and free to use
- Supported browsers: Internet Explorer 10/11, Chrome
In LUIS you can:
- Create language understanding models.
- Use pre-built, world-class models from Bing and Cortana.
- Deploy your models to an HTTP endpoint.
- Activate models on any device.
Here is some suggestion and limitation you might want to check before add all you intent. Chinese
Login and go to LUIS key page https://www.luis.ai/home/keys
You can see the API_KEY in "My Keys".
Create a new App (if you don't have one) and in the APP dashboard, you can get APP_ID from web URL. It might be 12341be8-8cfb-471c-b05a-636d58cd5678
go get github.com/kkdai/luis
var API_KEY string
var APPID string
func main() {
APPID = os.Getenv("APP_ID")
API_KEY = os.Getenv("SUB_KEY")
if API_KEY == "" {
fmt.Println("Please export your key to environment first, `export SUB_KEY=12234 && export APP_ID=5678`")
if API_KEY == "" {
return
}
e := NewLuis(API_KEY, APPID)
res, err := e.IntelList()
if err != nil {
log.Error("Error happen on :", err.Err)
}
fmt.Println("Got response:", string(res))
result := NewIntentListResponse(res)
fmt.Println("Luis Intent Ret", result)
//Add utterances
ex := ExampleJson{ExampleText: "test", SelectedIntentName: "test2"}
res, err = e.AddLabel(ex)
//Train it
res, err = e.Train()
//Predict it, once you have train your models.
res, err := e.Predict("test string")
if err != nil {
log.Error("Error happen on :", err.Err)
}
fmt.Println("Got response:", string(res))
fmt.Println("Get the best predict result:", GetBestScoreIntent(NewPredictResponse(res)))
//If you don't have any model
//Get the best predict result: {None <nil> 0.28}
}Need your help to send your PR.
Please open up an issue on GitHub before you put a lot efforts on pull request.
The code submitting to PR must be filtered with gofmt
This package is licensed under MIT license. See LICENSE for details.