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Microsoft Luis.ai API Golang package
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kkdai/luis
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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 pagehttps://www.luis.ai/home/keys
You can see theAPI_KEY in "My Keys".
Create a new App (if you don't have one) and in the APP dashboard, you can getAPP_ID from web URL. It might be12341be8-8cfb-471c-b05a-636d58cd5678
Before use this SDK, you must run follow step in luis.ai dashboard.
- Create new app
- Add few intent
- Add
Endpoint Key(You could use your API key) - Publish your model.
go get github.com/kkdai/luisvarAPI_KEYstringvarAPPIDstringfuncmain() {varAPI_KEYstringvarAPPIDstringAPPID=os.Getenv("APP_ID")API_KEY=os.Getenv("SUB_KEY")ifAPI_KEY=="" {fmt.Println("Please export your key to environment first, `export SUB_KEY=12234 && export APP_ID=5678`")}ifAPI_KEY=="" {return}e:=NewLuis(API_KEY,APPID)res,err:=e.IntelList()iferr!=nil {log.Error("Error happen on :",err.Err)}fmt.Println("Got response:",string(res))result:=NewIntentListResponse(res)fmt.Println("Luis Intent Ret",result)//Add utterancesex:=ExampleJson{ExampleText:"test",SelectedIntentName:"test2"}res,err=e.AddLabel(ex)//Train itres,err=e.Train()iferr!=nil {log.Error("Error happen on :",err.Err)}//Predict it, once you have train your models.res,err=e.Predict("test string")iferr!=nil {log.Error("Error happen on :",err.Err)}fmt.Println("Got response:",string(res))fmt.Println("Get the best predict result:",GetBestScoreIntent(NewPredictResponse(res)))}
- actionChannels
- intents
- predict
- train
- example
- Versions
- Publish
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 withgofmt
This package is licensed under MIT license. See LICENSE for details.
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Microsoft Luis.ai API Golang package