LUIS Programmatic APIs v2.0
This API is currently available in:
- Australia East - australiaeast.api.cognitive.microsoft.com
- West Europe - westeurope.api.cognitive.microsoft.com
- West US - westus.api.cognitive.microsoft.com
versions - Import version to application
Imports a new version into a LUIS application, the version's JSON or LU should be included in in the request body.
Select the testing console in the region where you created your resource:
West US West Europe Australia EastRequest URL
Request parameters
string
Format - guid. The application ID.
(optional)
string
The imported versionId.
Request headers
string
Media type of the request body
string
Media type of the body sent to the API.
string
Subscription key which provides access to this API. Found in your Cognitive Services accounts.
Request body
A JSON representing the LUIS application structure.
{
"luis_schema_version": "3.2.0",
"versionId": "0.2",
"name": "LUIS travel app",
"desc": "",
"culture": "en-us",
"tokenizerVersion": "1.0.0",
"intents": [
{
"name": "BookFlight"
},
{
"name": "None"
},
{
"name": "OrderFood"
},
{
"name": "Weather.GetForecast",
"inherits": {
"domain_name": "Weather",
"model_name": "GetForecast"
}
}
],
"entities": [
{
"name": "Airline",
"roles": [
"role1",
"role2"
]
},
{
"name": "DrinkSize",
"roles": []
},
{
"name": "Location",
"children": [
"LocationFrom",
"LocationTo"
],
"roles": []
},
{
"name": "PassengerCategory",
"children": [
"infant",
"child",
"adult"
],
"roles": []
},
{
"name": "TravelClass",
"children": [
"first",
"economy",
"business"
],
"roles": []
}
],
"composites": [
{
"name": "TicketsOrder",
"children": [
"PassengerCategory",
"TravelClass",
"number"
],
"roles": []
}
],
"closedLists": [
{
"name": "Coastal Cities",
"subLists": [
{
"canonicalForm": "Barcelona",
"list": [
"capital city of catalonia",
"bcn",
"second spanish city"
]
},
{
"canonicalForm": "madrid",
"list": [
"mad"
]
}
],
"roles": []
}
],
"patternAnyEntities": [
{
"name": "patternAny1",
"explicitList": [],
"roles": [
"role3",
"role4"
]
},
{
"name": "patternAny2",
"explicitList": [
"test1",
"test2"
],
"roles": []
}
],
"regex_entities": [
{
"name": "regex1",
"regexPattern": "[^a]+",
"roles": [
"role5",
"role6"
]
},
{
"name": "regex2",
"regexPattern": "[^b]+",
"roles": []
}
],
"prebuiltEntities": [
{
"name": "datetimeV2",
"roles": [
"role7"
]
},
{
"name": "number",
"roles": []
}
],
"model_features": [],
"regex_features": [],
"patterns": [
{
"pattern": "this is a {datetimeV2:role7}",
"intent": "None"
},
{
"pattern": "this is a {regex1:role5}",
"intent": "None"
},
{
"pattern": "this is a {Airline}",
"intent": "None"
}
],
"utterances": [
{
"text": "drive me home",
"intent": "None",
"entities": []
},
{
"text": "go to paris",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 6,
"endPos": 10
}
]
},
{
"text": "will it snow today",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "will it rain this weekend",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "book me a flight to paris",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 20,
"endPos": 24
}
]
},
{
"text": "i want to order lunch",
"intent": "OrderFood",
"entities": []
},
{
"text": "fly to cairo",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 7,
"endPos": 11
}
]
},
{
"text": "flight to seattle",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 10,
"endPos": 16
}
]
},
{
"text": "book me 2 adult business tickets to paris tomorrow on air france",
"intent": "BookFlight",
"entities": [
{
"entity": "TicketsOrder",
"startPos": 8,
"endPos": 23
},
{
"entity": "PassengerCategory",
"startPos": 10,
"endPos": 14
},
{
"entity": "TravelClass",
"startPos": 16,
"endPos": 23
},
{
"entity": "Location::LocationTo",
"startPos": 36,
"endPos": 40
},
{
"entity": "Airline",
"startPos": 54,
"endPos": 63
}
]
},
{
"text": "ticket to paris",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 10,
"endPos": 14
}
]
},
{
"text": "what is the weather in redmond ?",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "soliciting today's weather",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "forecast in celcius",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "will it be raining in ranchi",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "provide me by toronto weather please",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "i need to know the temperature at bangor, me",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "get the forcast for me",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "find out tomorrow's weather",
"intent": "Weather.GetForecast",
"entities": []
},
{
"text": "book a flight from seattle to hong kong",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 30,
"endPos": 38
},
{
"entity": "Location::LocationFrom",
"startPos": 19,
"endPos": 25
}
]
},
{
"text": "buy a plane ticket to bangor me",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 22,
"endPos": 30
}
]
},
{
"text": "reservation for new york city",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 25,
"endPos": 28
},
{
"entity": "Location",
"startPos": 16,
"endPos": 23
}
]
},
{
"text": "ticket to portland",
"intent": "BookFlight",
"entities": [
{
"entity": "Location::LocationTo",
"startPos": 10,
"endPos": 17
}
]
}
],
"settings": [
{
"name": "NormalizeDiacritics",
"value": "false"
},
{
"name": "NormalizePunctuation",
"value": "false"
}
]
}{
"additionalProperties": false,
"type": "object",
"properties": {
"name": {
"type": "string"
},
"versionId": {
"type": "string"
},
"desc": {
"type": "string"
},
"culture": {
"type": "string"
},
"intents": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"Name": {
"type": "string"
},
"Children": {
"items": {
"type": "string"
},
"type": "array"
}
}
},
"type": "array"
},
"entities": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"Name": {
"type": "string"
},
"Children": {
"items": {
"type": "string"
},
"type": "array"
}
}
},
"type": "array"
},
"bing_entities": {
"items": {
"type": "string"
},
"type": "array"
},
"actions": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"actionName": {
"type": "string"
},
"actionParameters": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"phraseListFeatureName": {
"type": "string"
},
"parameterName": {
"type": "string"
},
"entityName": {
"type": "string"
},
"required": {
"type": "boolean"
},
"question": {
"type": "string"
}
}
},
"type": "array"
},
"intentName": {
"type": "string"
},
"channel": {
"type": "object",
"additionalProperties": false,
"properties": {
"Settings": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"Name": {
"type": "string"
},
"Value": {
"type": "string"
}
}
},
"type": "array"
},
"Name": {
"type": "string"
},
"Method": {
"type": "string"
}
}
}
}
},
"type": "array"
},
"closedLists": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"Name": {
"type": "string"
},
"SubLists": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"CanonicalForm": {
"type": "string"
},
"List": {
"items": {
"type": "string"
},
"type": "array"
}
}
},
"type": "array"
}
}
},
"type": "array"
},
"composites": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"Name": {
"type": "string"
},
"Children": {
"items": {
"type": "string"
},
"type": "array"
}
}
},
"type": "array"
},
"regex_features": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"pattern": {
"type": "string"
},
"activated": {
"type": "boolean"
},
"name": {
"type": "string"
}
}
},
"type": "array"
},
"model_features": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"activated": {
"type": "boolean"
},
"name": {
"type": "string"
},
"words": {
"type": "string"
},
"mode": {
"type": "boolean"
}
}
},
"type": "array"
},
"utterances": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"text": {
"type": "string"
},
"intent": {
"type": "string"
},
"entities": {
"items": {
"type": "object",
"additionalProperties": false,
"properties": {
"startPos": {
"type": "integer"
},
"endPos": {
"type": "integer"
},
"entity": {
"type": "string"
}
}
},
"type": "array"
}
}
},
"type": "array"
}
}
}
> # Intent definitions
## BookFlight
- go to {Location:LocationTo=paris}
- book me a flight to {Location:LocationTo=paris}
- fly to {Location:LocationTo=cairo}
- flight to {Location:LocationTo=seattle}
- book me {TicketsOrder=2 {PassengerCategory=adult} {TravelClass=business}} tickets to {Location:LocationTo=paris} tomorrow on {Airline=air france}
- ticket to {Location:LocationTo=paris}
- book a flight from {Location:LocationFrom=seattle} to {Location:LocationTo=hong kong}
- buy a plane ticket to {Location:LocationTo=bangor me}
- reservation for {Location=new york} {Location:LocationTo=city}
- ticket to {Location:LocationTo=portland}
## None
- drive me home
- this is a {datetimeV2:role7}
- this is a {regex1:role5}
- this is a {Airline}
## OrderFood
- i want to order lunch
## Weather.GetForecast
- will it snow today
- will it rain this weekend
- what is the weather in redmond ?
- soliciting today's weather
- forecast in celcius
- will it be raining in ranchi
- provide me by toronto weather please
- "i need to know the temperature at bangor, me"
- get the forcast for me
- find out tomorrow's weather
> # Entity definitions
$Airline:simple Roles=role1, role2
$DrinkSize:simple
$Location:simple Roles=LocationFrom, LocationTo
$PassengerCategory:simple Roles=infant, child, adult
$TravelClass:simple Roles=first, economy, business
> # PREBUILT Entity definitions
$PREBUILT:datetimeV2 Roles=role7
$PREBUILT:number
> # Phrase list definitions
> # List entities
$Coastal Cities:Barcelona=
- capital city of catalonia
- bcn
- barna
- second spanish city
$Coastal Cities:madrid=
- mad
> # RegEx entities
$regex1:/[^a]+/ Roles=role5, role6
$regex2:/[^b]+/
> # Composite entities
$TicketsOrder:[PassengerCategory, TravelClass, number]
Response 201
The created application version.
"0.2"Response 429
Rate limit is exceeded.
Response 400
This error can be returned if the request's parameters are incorrect meaning the required parameters are missing, malformed, or too large.
This error can be returned if the request's body is incorrect meaning the JSON is missing, malformed, or too large.
Response 401
You do not have access.
Reasons can include:
- used endpoint subscription key, instead of authoring key
- invalid, malformed, or empty authoring key
- authoring key doesn't match region
- you are not the owner or collaborator
- invalid order of API calls
Response 403
Total monthly key quota limit exceeded
Code samples
@ECHO OFF
curl -v -X POST "https://switzerlandwest.api.cognitive.microsoft.com/luis/api/v2.0/apps/{appId}/versions/import?versionId={string}"
-H "Content-Type: application/json"
-H "Content-Type: application/json"
-H "Ocp-Apim-Subscription-Key: {subscription key}"
--data-ascii "{body}"
using System;
using System.Net.Http.Headers;
using System.Text;
using System.Net.Http;
using System.Web;
namespace CSHttpClientSample
{
static class Program
{
static void Main()
{
MakeRequest();
Console.WriteLine("Hit ENTER to exit...");
Console.ReadLine();
}
static async void MakeRequest()
{
var client = new HttpClient();
var queryString = HttpUtility.ParseQueryString(string.Empty);
// Request headers
client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", "{subscription key}");
// Request parameters
queryString["versionId"] = "{string}";
var uri = "https://switzerlandwest.api.cognitive.microsoft.com/luis/api/v2.0/apps/{appId}/versions/import?" + queryString;
HttpResponseMessage response;
// Request body
byte[] byteData = Encoding.UTF8.GetBytes("{body}");
using (var content = new ByteArrayContent(byteData))
{
content.Headers.ContentType = new MediaTypeHeaderValue("< your content type, i.e. application/json >");
response = await client.PostAsync(uri, content);
}
}
}
} // // This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
import java.net.URI;
import org.apache.http.HttpEntity;
import org.apache.http.HttpResponse;
import org.apache.http.client.HttpClient;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.client.utils.URIBuilder;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.util.EntityUtils;
public class JavaSample
{
public static void main(String[] args)
{
HttpClient httpclient = HttpClients.createDefault();
try
{
URIBuilder builder = new URIBuilder("https://switzerlandwest.api.cognitive.microsoft.com/luis/api/v2.0/apps/{appId}/versions/import");
builder.setParameter("versionId", "{string}");
URI uri = builder.build();
HttpPost request = new HttpPost(uri);
request.setHeader("Content-Type", "application/json");
request.setHeader("Content-Type", "application/json");
request.setHeader("Ocp-Apim-Subscription-Key", "{subscription key}");
// Request body
StringEntity reqEntity = new StringEntity("{body}");
request.setEntity(reqEntity);
HttpResponse response = httpclient.execute(request);
HttpEntity entity = response.getEntity();
if (entity != null)
{
System.out.println(EntityUtils.toString(entity));
}
}
catch (Exception e)
{
System.out.println(e.getMessage());
}
}
}
<!DOCTYPE html>
<html>
<head>
<title>JSSample</title>
<script src="http://ajax.googleapis.com/ajax/libs/jquery/1.9.0/jquery.min.js"></script>
</head>
<body>
<script type="text/javascript">
$(function() {
var params = {
// Request parameters
"versionId": "{string}",
};
$.ajax({
url: "https://switzerlandwest.api.cognitive.microsoft.com/luis/api/v2.0/apps/{appId}/versions/import?" + $.param(params),
beforeSend: function(xhrObj){
// Request headers
xhrObj.setRequestHeader("Content-Type","application/json");
xhrObj.setRequestHeader("Content-Type","application/json");
xhrObj.setRequestHeader("Ocp-Apim-Subscription-Key","{subscription key}");
},
type: "POST",
// Request body
data: "{body}",
})
.done(function(data) {
alert("success");
})
.fail(function() {
alert("error");
});
});
</script>
</body>
</html>
#import <Foundation/Foundation.h>
int main(int argc, const char * argv[])
{
NSAutoreleasePool * pool = [[NSAutoreleasePool alloc] init];
NSString* path = @"https://switzerlandwest.api.cognitive.microsoft.com/luis/api/v2.0/apps/{appId}/versions/import";
NSArray* array = @[
// Request parameters
@"entities=true",
@"versionId={string}",
];
NSString* string = [array componentsJoinedByString:@"&"];
path = [path stringByAppendingFormat:@"?%@", string];
NSLog(@"%@", path);
NSMutableURLRequest* _request = [NSMutableURLRequest requestWithURL:[NSURL URLWithString:path]];
[_request setHTTPMethod:@"POST"];
// Request headers
[_request setValue:@"application/json" forHTTPHeaderField:@"Content-Type"];
[_request setValue:@"application/json" forHTTPHeaderField:@"Content-Type"];
[_request setValue:@"{subscription key}" forHTTPHeaderField:@"Ocp-Apim-Subscription-Key"];
// Request body
[_request setHTTPBody:[@"{body}" dataUsingEncoding:NSUTF8StringEncoding]];
NSURLResponse *response = nil;
NSError *error = nil;
NSData* _connectionData = [NSURLConnection sendSynchronousRequest:_request returningResponse:&response error:&error];
if (nil != error)
{
NSLog(@"Error: %@", error);
}
else
{
NSError* error = nil;
NSMutableDictionary* json = nil;
NSString* dataString = [[NSString alloc] initWithData:_connectionData encoding:NSUTF8StringEncoding];
NSLog(@"%@", dataString);
if (nil != _connectionData)
{
json = [NSJSONSerialization JSONObjectWithData:_connectionData options:NSJSONReadingMutableContainers error:&error];
}
if (error || !json)
{
NSLog(@"Could not parse loaded json with error:%@", error);
}
NSLog(@"%@", json);
_connectionData = nil;
}
[pool drain];
return 0;
}
<?php
// This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
require_once 'HTTP/Request2.php';
$request = new Http_Request2('https://switzerlandwest.api.cognitive.microsoft.com/luis/api/v2.0/apps/{appId}/versions/import');
$url = $request->getUrl();
$headers = array(
// Request headers
'Content-Type' => 'application/json',
'Content-Type' => 'application/json',
'Ocp-Apim-Subscription-Key' => '{subscription key}',
);
$request->setHeader($headers);
$parameters = array(
// Request parameters
'versionId' => '{string}',
);
$url->setQueryVariables($parameters);
$request->setMethod(HTTP_Request2::METHOD_POST);
// Request body
$request->setBody("{body}");
try
{
$response = $request->send();
echo $response->getBody();
}
catch (HttpException $ex)
{
echo $ex;
}
?>########### Python 2.7 #############
import httplib, urllib, base64
headers = {
# Request headers
'Content-Type': 'application/json',
'Content-Type': 'application/json',
'Ocp-Apim-Subscription-Key': '{subscription key}',
}
params = urllib.urlencode({
# Request parameters
'versionId': '{string}',
})
try:
conn = httplib.HTTPSConnection('switzerlandwest.api.cognitive.microsoft.com')
conn.request("POST", "/luis/api/v2.0/apps/{appId}/versions/import?%s" % params, "{body}", headers)
response = conn.getresponse()
data = response.read()
print(data)
conn.close()
except Exception as e:
print("[Errno {0}] {1}".format(e.errno, e.strerror))
####################################
########### Python 3.2 #############
import http.client, urllib.request, urllib.parse, urllib.error, base64
headers = {
# Request headers
'Content-Type': 'application/json',
'Content-Type': 'application/json',
'Ocp-Apim-Subscription-Key': '{subscription key}',
}
params = urllib.parse.urlencode({
# Request parameters
'versionId': '{string}',
})
try:
conn = http.client.HTTPSConnection('switzerlandwest.api.cognitive.microsoft.com')
conn.request("POST", "/luis/api/v2.0/apps/{appId}/versions/import?%s" % params, "{body}", headers)
response = conn.getresponse()
data = response.read()
print(data)
conn.close()
except Exception as e:
print("[Errno {0}] {1}".format(e.errno, e.strerror))
####################################require 'net/http'
uri = URI('https://switzerlandwest.api.cognitive.microsoft.com/luis/api/v2.0/apps/{appId}/versions/import')
query = URI.encode_www_form({
# Request parameters
'versionId' => '{string}'
})
if query.length > 0
if uri.query && uri.query.length > 0
uri.query += '&' + query
else
uri.query = query
end
end
request = Net::HTTP::Post.new(uri.request_uri)
# Request headers
request['Content-Type'] = 'application/json'
# Request headers
request['Content-Type'] = 'application/json'
# Request headers
request['Ocp-Apim-Subscription-Key'] = '{subscription key}'
# Request body
request.body = "{body}"
response = Net::HTTP.start(uri.host, uri.port, :use_ssl => uri.scheme == 'https') do |http|
http.request(request)
end
puts response.body