HttpCalls

HttpCalls

In this article we will talk about EDDI's httpCalls feature (calling other JSON APIs).

The httpCalls feature allows a Chatbot to consume 3rd party APIs and use the JSON response in another httpCall (for authentication or requesting a token for instance) or directly print the results in Chatbot's Output, this means, for example, you can call a weather API and use the JSON response in your Chatbot's output if the user asks about today's weather or the week's forecast!

We will emphasize the httpCall model and go through an example step by step, you can also download the example in Postman collection format and run the steps.

Model and API endpoint

{
  "targetServerUrl": "string",
  "httpCalls": [
    {
      "name": "string",
      "saveResponse": boolean,
      "fireAndForget": boolean,
      "responseObjectName": "string",
      "actions": [
        "string"
      ],
      "preRequest": {
        "batchRequests": {
          "pathToTargetArray": "string",
          "iterationObjectName": "string"
        }
      },
      "request": {
        "path": "string",
        "headers": {},
        "queryParams": {},
        "method": "string",
        "contentType": "string",
        "body": "string"
      },
      "postResponse": {
        "qrBuildInstruction": {
          "pathToTargetArray": "String",
          "iterationObjectName": "String",
          "quickReplyValue": "String",
          "quickReplyExpressions": "String"
        },
        "propertyInstructions": [
          {
            "name": "string",
            "value": "string",
            "scope": "string",
            "fromObjectPath": "savedObjName.something.something",
            "override": boolean,
            "httpCodeValidator": {
              "runOnHttpCode": [
                <array of Integers>
              ],
              "skipOnHttpCode": [
                <array of Integers>
              ]
            }
          }
        ]
      }
    }
  ]
}

Description

An httpCall is mainly composed from the targetServer array of httpCalls, the latter will have request where you put all details about your actual http request (method,path,headers, etc..) and postResponse where you can define what happens after the httpCall has been executed and a response has been received; such as quick replies by using qrBuildInstruction.

You can use ${memory.current.httpCalls.<responseObjectName>} to access your JSON object, so you can use it in output templating or in another httpCall, for example an httpCall will get the oAuth token and another httpCall will use in the http headers to authenticate to an API.

Description of the model

Element

Description

targetServerUrl

(String) root/context path of the httpCall (e.g http://example.com/api)

httpCall.saveResponse

(Boolean) whether to save the JSON response into ${memory.current.httpCalls}

httpCall.fireAndForget

(Boolean) whether to execute the request without waiting for a response to be returned, (useful for POST)

httpCall.responseObjectName

(String) name of the JSON object so it can be accessed from other httpCalls or outputsets.

httpCall.actions

(String) name of the output/behavior set mapped to this http call.

httpCall.preRequest.batchRequests.pathToTargetArray

(String) JSON path to the target array to be used as body of requests e.g: "memory.current.output"

httpCall.preRequest.batchRequests.iterationObjectName

(String) name of the variable to be used for each element of array found in pathToTargetArray

httpCall.request.path

(String) path in the targetServer of the httpCall (e.g /books)

httpCall.request.headers

(Array:<key, value> ) for each httpCall HTTP header

httpCall.request.queryParams

(Array: <key, value>) for each httpCall query parameter

httpCall.request.method

(String) HTTP Method of the httpCall (e.g GET,POST,etc...)

httpCall.request.contentType

(String) value of the contentType HTTP header of the httpCall

httpCall.request.body

(String) an escaped JSON object that goes in the HTTP Request body if needed.

httpCall.postResponse.qrBuildInstruction.pathToTargetArray

(String) path to the array in your JSON response data.

httpCall.postResponse.qrBuildInstruction.iterationObjectName

(String) a variable name that will point to the TargetArray.

httpCall.postResponse.qrBuildInstruction.quickReplyValue

(String) thymeleaf expression to use as a quickReply value.

httpCall.postResponse.qrBuildInstruction.quickReplyExpressions

(String) expression to retrieve a property from iterationObjectName.

httpCall.postResponse.propertyInstructions.name

(String) name of property to be used in templating

httpCall.postResponse.propertyInstructions.value

(String) a static value can be set here if fromObjectPath is not defined.

httpCall.postResponse.propertyInstructions.scope

(String) Can be either :

step used for only for one user interaction

conversation for entire conversation and

longTerm for between conversations

httpCall.postResponse.propertyInstructions.fromObjectPath

(String) JSON path to the saved object e.g savedObjName.something.something

httpCall.postResponse.propertyInstructions.override

(Boolean) flag for override

httpCall.postResponse.propertyInstructions.httpCodeValidator.runOnHttpCode

(Array: <Integer> ) a list of http code that enables this property instruction e.g [200]

httpCall.postResponse.propertyInstructions.httpCodeValidator.skipOnHttpCode

(Array: <Integer>) list of http code that enables this property instruction e.g [500,501,400]

HttpCall API endpoints

HTTP Method

API Endpoint

Request Body

Response

POST

/httpcallsstore/httpcalls

http-call-model

N/A

GET

/httpcallsstore/httpcalls/descriptors

N/A

list of references to http-call-model

DELETE

/httpcallsstore/httpcalls/{id}

N/A

N/A

GET

/httpcallsstore/httpcalls/{id}

N/A

http-call-model

PUT

/httpcallsstore/httpcalls/{id}

http-call-model

N/A

GET

/httpcallsstore/httpcalls/{id}/currentversion

N/A

http-call-model

POST

/httpcallsstore/httpcalls/{id}/currentversion

http-call-model

N/A

httpCall Sample

{
  "targetServerUrl": "https://api.bot-metrics.com/v1/messages",
  "httpCalls": [
    {
      "name": "sendUserMessageToAnalytics",
      "actions": [
        "send_input_to_analytics"
      ],
      "saveResponse": false,
      "fireAndForget": true,
      "request": {
        "method": "post",
        "queryParams": {
          "token": "<token>"
        },
        "contentType": "application/json",
        "body": "{\"text\": \"[[${memory.current.input}]]\",\"message_type\": \"incoming\",\"user_id\": \"[[${memory.current.userInfo.userId}]]\",\"platform\": \"eddi\"}"
      }
    },
    {
      "name": "sendBotMessageToAnalytics",
      "actions": [
        "send_output_to_analytics"
      ],
      "saveResponse": false,
      "fireAndForget": true,
      "preRequest": {
        "batchRequests": {
          "pathToTargetArray": "memory.current.output",
          "iterationObjectName": "output"
        }
      },
      "request": {
        "method": "post",
        "queryParams": {
          "token": "<token>"
        },
        "contentType": "application/json",
        "body": "{\"text\": \"[[${output}]]\",\"message_type\": \"outgoing\",\"user_id\": \"[[${memory.current.userInfo.userId}]]\",\"platform\": \"eddi\"}"
      },
      "postResponse": {
        "propertyInstructions": [
          {
            "name": "nameOfPropertyToBeUsedInTemplating",
            "value": "StaticValueHereIfFromObjectPathIsNotDefined",
            "scope": "step",
            "fromObjectPath": "savedObjName.something.something",
            "override": true,
            "httpCodeValidator": {
              "runOnHttpCode": [
                200
              ],
              "skipOnHttpCode": [
                0,
                400,
                401,
                402,
                403,
                404,
                409,
                410,
                500,
                501,
                502
              ]
            },
            "qrBuildInstruction": {
              "pathToTargetArray": "savedObjName.data.topics",
              "iterationObjectName": "topic",
              "templateFilterExpression": "${topic.subType} != 'specialSubType'",
              "quickReplyValue": "[(${topic.name})]",
              "quickReplyExpressions": "property(topic_id([(${topic.id})]))"
            }
          }
        ]
      }
    }
  ]
}

Step by step example

We will do a step by step example from scratch (Chatbot creation to a simple conversation that uses httpCall)

For the sake of simplicity we will use a free weather API to fetch weather of cities by their names (api.openweathermap.org).

1 - Create regularDictionnary

More about regular dictionaries can be found here.

Request URL

POST http://localhost:7070/regulardictionarystore/regulardictionaries

Request Body

{
  "words": [
    {
      "word": "weather",
      "expressions": "trigger(current_weather)",
      "frequency": 0
    }
  ],
  "phrases": [
    {
      "phrase": "what is the weather",
      "expressions": "trigger(current_weather)"
    },
    {
      "phrase": "whats the weather",
      "expressions": "trigger(current_weather)"
    }
  ]
}

Response Body

no content

Response Code

201

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 16:40:58 GMT",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "0",
  "location": "eddi://ai.labs.regulardictionary/regulardictionarystore/regulardictionaries/5af86a9aba31c023bcb9ef2b?version=1",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location",
  "content-type": null
}

2 - Create the behaviorSet

More about behaviorSets can be found in Behavior Rules

Request URL

POST http://localhost:7070/behaviorstore/behaviorsets

Response Body

no content

Response Code

201

Request Body

{
  "behaviorGroups": [
    {
      "name": "",
      "behaviorRules": [
        {
          "name": "Ask for City",
          "actions": [
            "ask_for_city"
          ],
          "conditions": [
            {
              "type": "inputmatcher",
              "configs": {
                "expressions": "trigger(current_weather)"
              }
            }
          ]
        },
        {
          "name": "Current Weather in City",
          "actions": [
            "current_weather_in_city"
          ],
          "conditions": [
            {
              "type": "inputmatcher",
              "configs": {
                "expressions": "trigger(current_weather)",
                "occurrence": "lastStep"
              }
            }
          ]
        }
      ]
    }
  ]
}

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 16:45:52 GMT",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "0",
  "location": "eddi://ai.labs.behavior/behaviorstore/behaviorsets/5af86bc0ba31c023bcb9ef2c?version=1",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location",
  "content-type": null
}

3 - Create the httpCall

Note that we can pass user input to the http call using [[${memory.current.input}]]

Request URL

POST http://localhost:7070/httpcallsstore/httpcalls

Request Body

{
  "targetServerUrl": "https://api.openweathermap.org/data/2.5/weather",
  "httpCalls": [
    {
      "name": "currentWeather",
      "saveResponse": true,
      "responseObjectName": "currentWeather",
      "actions": [
        "current_weather_in_city"
      ],
      "request": {
        "path": "",
        "headers": {},
        "queryParams": {
          "APPID": "c3366d78c7c0f76d63eb4cdf1384ddbf",
          "units": "metric",
          "q": "[[${memory.current.input}]]"
        },
        "method": "get",
        "contentType": "",
        "body": ""
      }
    }
  ]
}

Response Body

no content

Response Code

201

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 19:13:52 GMT",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "0",
  "location": "eddi://ai.labs.httpcalls/httpcallsstore/httpcalls/5af88e70ba31c023bcb9ef2e?version=1",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location",
  "content-type": null
}

4 - Create the outputSet

More about outputSet can be found Output Configuration.

Note When you set "saveResponse" : true in httpCall then you can use [[${memory.current.httpCalls.<responseObjectName>}]] to access the response data and use thymeleaf( th:each ) to iterate over JSON arrays if you have them in your JSON response.

Request URL

POST http://localhost:7070/outputstore/outputsets

Request Body

{
  "outputSet": [
    {
      "action": "ask_for_city",
      "timesOccurred": 0,
      "outputs": [
        {
          "valueAlternatives": [
            {
              "type": "text",
              "text": "Which City would you like to know the weather of?"
            }
          ]
        }
      ]
    },
    {
      "action": "current_weather_in_city",
      "timesOccurred": 0,
      "outputs": [
        {
          "valueAlternatives": [
            {
              "type": "text",
              "text": "The current weather situation of [[${memory.current.input}]] is [[${memory.current.httpCalls.currentWeather.weather[0].description}]] at [[${memory.current.httpCalls.currentWeather.main.temp}]] °C"
            }
          ]
        }
      ]
    }
  ]
}

Response Body

no content

Response Code

201

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 16:48:37 GMT",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "0",
  "location": "eddi://ai.labs.output/outputstore/outputsets/5af86c65ba31c023bcb9ef2d?version=1",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location",
  "content-type": null
}

5 - Creating the package

More about packages can be found here.

Important Package note

  • ai.labs.httpcalls & ai.labs.output must come after ai.labs.behavior in order of the package definition

  • ai.labs.templating has to be after ai.labs.output

Request URL

POST http://localhost:7070/packagestore/packages

Request Body

{
  "packageExtensions": [
    {
      "type": "eddi://ai.labs.parser",
      "extensions": {
        "dictionaries": [
          {
            "type": "eddi://ai.labs.parser.dictionaries.integer"
          },
          {
            "type": "eddi://ai.labs.parser.dictionaries.decimal"
          },
          {
            "type": "eddi://ai.labs.parser.dictionaries.punctuation"
          },
          {
            "type": "eddi://ai.labs.parser.dictionaries.email"
          },
          {
            "type": "eddi://ai.labs.parser.dictionaries.time"
          },
          {
            "type": "eddi://ai.labs.parser.dictionaries.ordinalNumber"
          },
          {
            "type": "eddi://ai.labs.parser.dictionaries.regular",
            "config": {
              "uri": "eddi://ai.labs.regulardictionary/regulardictionarystore/regulardictionaries/{{dictionary_id}}?version=1"
            }
          }
        ],
        "corrections": [
          {
            "type": "eddi://ai.labs.parser.corrections.stemming",
            "config": {
              "language": "english",
              "lookupIfKnown": "false"
            }
          },
          {
            "type": "eddi://ai.labs.parser.corrections.levenshtein",
            "config": {
              "distance": "2"
            }
          },
          {
            "type": "eddi://ai.labs.parser.corrections.mergedTerms"
          }
        ]
      },
      "config": {}
    },
    {
      "type": "eddi://ai.labs.behavior",
      "config": {
        "uri": "eddi://ai.labs.behavior/behaviorstore/behaviorsets/{{behaviourset_id}}?version=1"
      }
    },
    {
      "type": "eddi://ai.labs.httpcalls",
      "config": {
        "uri": "eddi://ai.labs.httpcalls/httpcallsstore/httpcalls/{{httpcall_id}}?version=1"
      }
    },
    {
      "type": "eddi://ai.labs.output",
      "config": {
        "uri": "eddi://ai.labs.output/outputstore/outputsets/{{outputset_id}}?version=1"
      }
    },
    {
      "type": "eddi://ai.labs.templating",
      "extensions": {},
      "config": {}
    }
  ]
}

Response Body

no content

Response Code

201

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 19:26:36 GMT",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "0",
  "location": "eddi://ai.labs.package/packagestore/packages/5af8916cba31c023bcb9ef2f?version=1",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location",
  "content-type": null
}

6 - Creating the bot

Request URL

POST http://localhost:7070/botstore/bots

Request Body

{
  "packages": [
    "eddi://ai.labs.package/packagestore/packages/{{package_id}}?version=1"
  ],
  "channels": []
}

Response Body

no content

Response Code

201

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 21:18:16 GMT",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "0",
  "location": "eddi://ai.labs.bot/botstore/bots/5af8ab98ba31c023bcb9ef32?version=1",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location",
  "content-type": null
}

7 - Deploy the bot

Request URL

POST http://localhost:7070/administration/restricted/deploy/**<bot_id>**?version=1&autoDeploy=true

Response Body

no content

Response Code

202

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 21:21:54 GMT",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "0",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location",
  "content-type": null
}

8 - Create the conversation

Request URL

POST http://localhost:7070/bots/**<env>**/**<bot_id>**

Response Body

no content

Response Code

201

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 21:30:45 GMT",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "0",
  "location": "eddi://ai.labs.conversation/conversationstore/conversations/5af8ae85ba31c023bcb9ef35",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location",
  "content-type": null
}

9 - Say weather

Request URL

POST http://localhost:7070/bots/<env>/<bot_id>/<conversation_id>?returnDetailed=false&returnCurrentStepOnly=true

Request Body

{
  "input": "weather"
}

Response Body

{
  "botId": "5af8b075ba31c023bcb9ef3b",
  "botVersion": 1,
  "environment": "unrestricted",
  "conversationState": "READY",
  "redoCacheSize": 0,
  "conversationSteps": [
    {
      "conversationStep": [
        {
          "key": "input:initial",
          "value": "weather"
        },
        {
          "key": "actions",
          "value": [
            "ask_for_city"
          ]
        },
        {
          "key": "output:text:ask_for_city",
          "value": "Which City would you like to know the weather of?"
        }
      ],
      "timestamp": 1526247548410
    }
  ]
}

Response Code

200

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 21:35:15 GMT",
  "content-type": "application/json;resteasy-server-has-produces=true",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "325",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location"
}

10 - Say "Vienna"

Request URL

POST http://localhost:7070/bots/<env>/<bot_id>/<conversation_id>?returnDetailed=false&returnCurrentStepOnly=true

Request Body

{
  "botId": "5af8b075ba31c023bcb9ef3b",
  "botVersion": 1,
  "environment": "unrestricted",
  "conversationState": "READY",
  "redoCacheSize": 0,
  "conversationSteps": [
    {
      "conversationStep": [
        {
          "key": "input:initial",
          "value": "Vienna"
        },
        {
          "key": "actions",
          "value": [
            "current_weather_in_city"
          ]
        },
        {
          "key": "output:text:current_weather_in_city",
          "value": "The current weather situation of Vienna is clear sky at 17.68 °C"
        }
      ],
      "timestamp": 1526247618080
    }
  ]
}

Response Code

200

Response Headers

{
  "access-control-allow-origin": "*",
  "date": "Sun, 13 May 2018 21:35:15 GMT",
  "content-type": "application/json;resteasy-server-has-produces=true",
  "access-control-allow-headers": "authorization, Content-Type",
  "content-length": "325",
  "access-control-allow-methods": "GET, PUT, POST, DELETE, PATCH, OPTIONS",
  "access-control-expose-headers": "location"
}

Full example

If you would like to run the full example through postman, you can download and import the collection below.

21KB
EDDI - Weather bot.postman_collection.json
EDDI - Weather bot.postman_collection.json

PreviousBehavior RulesNextLangchain

Last updated

Was this helpful?