Train a Rasa model

curl --request POST \
  --url 'http://localhost:5005/model/train?token=' \
  --header 'Content-Type: application/yaml' \
  --data '
"pipeline: []\n\npolicies: []\n\nintents:\n  - greet\n  - goodbye\n\nentities: []\n\nslots:\n  contacts_list:\n    type: text\n    mappings:\n      - type: custom\n        action: list_contacts\n\nactions:\n  - list_contacts\n\nforms: {}\ne2e_actions: []\n\nresponses:\n  utter_greet:\n  - text: \"Hey! How are you?\"\n\n  utter_goodbye:\n  - text: \"Bye\"\n\n  utter_list_contacts:\n  - text: \"You currently have the following contacts:\\n{contacts_list}\"\n\n  utter_no_contacts:\n  - text: \"You have no contacts in your list.\"\n\nsession_config:\n  session_expiration_time: 60\n  carry_over_slots_to_new_session: true\n\nnlu:\n- intent: greet\n  examples: |\n    - hey\n    - hello\n\n- intent: goodbye\n  examples: |\n    - bye\n    - goodbye\n\nrules:\n\n- rule: Say goodbye anytime the user says goodbye\n  steps:\n  - intent: goodbye\n  - action: utter_goodbye\n\nstories:\n\n- story: happy path\n  steps:\n  - intent: greet\n  - action: utter_greet\n  - intent: goodbye\n  - action: utter_goodbye\n\nflows:\n   list_contacts:\n      name: list your contacts\n      description: show your contact list\n      steps:\n        - action: list_contacts\n          next:\n          - if: \"slots.contacts_list\"\n            then:\n              - action: utter_list_contacts\n                next: END\n          - else:\n              - action: utter_no_contacts\n                next: END\n"
'

import requests

url = "http://localhost:5005/model/train?token="

payload = "pipeline: []

policies: []

intents:
  - greet
  - goodbye

entities: []

slots:
  contacts_list:
    type: text
    mappings:
      - type: custom
        action: list_contacts

actions:
  - list_contacts

forms: {}
e2e_actions: []

responses:
  utter_greet:
  - text: \"Hey! How are you?\"

  utter_goodbye:
  - text: \"Bye\"

  utter_list_contacts:
  - text: \"You currently have the following contacts:\n{contacts_list}\"

  utter_no_contacts:
  - text: \"You have no contacts in your list.\"

session_config:
  session_expiration_time: 60
  carry_over_slots_to_new_session: true

nlu:
- intent: greet
  examples: |
    - hey
    - hello

- intent: goodbye
  examples: |
    - bye
    - goodbye

rules:

- rule: Say goodbye anytime the user says goodbye
  steps:
  - intent: goodbye
  - action: utter_goodbye

stories:

- story: happy path
  steps:
  - intent: greet
  - action: utter_greet
  - intent: goodbye
  - action: utter_goodbye

flows:
   list_contacts:
      name: list your contacts
      description: show your contact list
      steps:
        - action: list_contacts
          next:
          - if: \"slots.contacts_list\"
            then:
              - action: utter_list_contacts
                next: END
          - else:
              - action: utter_no_contacts
                next: END
"
headers = {"Content-Type": "application/yaml"}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {'Content-Type': 'application/yaml'},
  body: JSON.stringify('pipeline: []\n\npolicies: []\n\nintents:\n  - greet\n  - goodbye\n\nentities: []\n\nslots:\n  contacts_list:\n    type: text\n    mappings:\n      - type: custom\n        action: list_contacts\n\nactions:\n  - list_contacts\n\nforms: {}\ne2e_actions: []\n\nresponses:\n  utter_greet:\n  - text: "Hey! How are you?"\n\n  utter_goodbye:\n  - text: "Bye"\n\n  utter_list_contacts:\n  - text: "You currently have the following contacts:\n{contacts_list}"\n\n  utter_no_contacts:\n  - text: "You have no contacts in your list."\n\nsession_config:\n  session_expiration_time: 60\n  carry_over_slots_to_new_session: true\n\nnlu:\n- intent: greet\n  examples: |\n    - hey\n    - hello\n\n- intent: goodbye\n  examples: |\n    - bye\n    - goodbye\n\nrules:\n\n- rule: Say goodbye anytime the user says goodbye\n  steps:\n  - intent: goodbye\n  - action: utter_goodbye\n\nstories:\n\n- story: happy path\n  steps:\n  - intent: greet\n  - action: utter_greet\n  - intent: goodbye\n  - action: utter_goodbye\n\nflows:\n   list_contacts:\n      name: list your contacts\n      description: show your contact list\n      steps:\n        - action: list_contacts\n          next:\n          - if: "slots.contacts_list"\n            then:\n              - action: utter_list_contacts\n                next: END\n          - else:\n              - action: utter_no_contacts\n                next: END\n')
};

fetch('http://localhost:5005/model/train?token=', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_PORT => "5005",
  CURLOPT_URL => "http://localhost:5005/model/train?token=",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode('pipeline: []

policies: []

intents:
  - greet
  - goodbye

entities: []

slots:
  contacts_list:
    type: text
    mappings:
      - type: custom
        action: list_contacts

actions:
  - list_contacts

forms: {}
e2e_actions: []

responses:
  utter_greet:
  - text: "Hey! How are you?"

  utter_goodbye:
  - text: "Bye"

  utter_list_contacts:
  - text: "You currently have the following contacts:\\n{contacts_list}"

  utter_no_contacts:
  - text: "You have no contacts in your list."

session_config:
  session_expiration_time: 60
  carry_over_slots_to_new_session: true

nlu:
- intent: greet
  examples: |
    - hey
    - hello

- intent: goodbye
  examples: |
    - bye
    - goodbye

rules:

- rule: Say goodbye anytime the user says goodbye
  steps:
  - intent: goodbye
  - action: utter_goodbye

stories:

- story: happy path
  steps:
  - intent: greet
  - action: utter_greet
  - intent: goodbye
  - action: utter_goodbye

flows:
   list_contacts:
      name: list your contacts
      description: show your contact list
      steps:
        - action: list_contacts
          next:
          - if: "slots.contacts_list"
            then:
              - action: utter_list_contacts
                next: END
          - else:
              - action: utter_no_contacts
                next: END
'),
  CURLOPT_HTTPHEADER => [
    "Content-Type: application/yaml"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "http://localhost:5005/model/train?token="

	payload := strings.NewReader("\"pipeline: []\\n\\npolicies: []\\n\\nintents:\\n  - greet\\n  - goodbye\\n\\nentities: []\\n\\nslots:\\n  contacts_list:\\n    type: text\\n    mappings:\\n      - type: custom\\n        action: list_contacts\\n\\nactions:\\n  - list_contacts\\n\\nforms: {}\\ne2e_actions: []\\n\\nresponses:\\n  utter_greet:\\n  - text: \\\"Hey! How are you?\\\"\\n\\n  utter_goodbye:\\n  - text: \\\"Bye\\\"\\n\\n  utter_list_contacts:\\n  - text: \\\"You currently have the following contacts:\\\\n{contacts_list}\\\"\\n\\n  utter_no_contacts:\\n  - text: \\\"You have no contacts in your list.\\\"\\n\\nsession_config:\\n  session_expiration_time: 60\\n  carry_over_slots_to_new_session: true\\n\\nnlu:\\n- intent: greet\\n  examples: |\\n    - hey\\n    - hello\\n\\n- intent: goodbye\\n  examples: |\\n    - bye\\n    - goodbye\\n\\nrules:\\n\\n- rule: Say goodbye anytime the user says goodbye\\n  steps:\\n  - intent: goodbye\\n  - action: utter_goodbye\\n\\nstories:\\n\\n- story: happy path\\n  steps:\\n  - intent: greet\\n  - action: utter_greet\\n  - intent: goodbye\\n  - action: utter_goodbye\\n\\nflows:\\n   list_contacts:\\n      name: list your contacts\\n      description: show your contact list\\n      steps:\\n        - action: list_contacts\\n          next:\\n          - if: \\\"slots.contacts_list\\\"\\n            then:\\n              - action: utter_list_contacts\\n                next: END\\n          - else:\\n              - action: utter_no_contacts\\n                next: END\\n\"")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Content-Type", "application/yaml")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("http://localhost:5005/model/train?token=")
  .header("Content-Type", "application/yaml")
  .body("\"pipeline: []\\n\\npolicies: []\\n\\nintents:\\n  - greet\\n  - goodbye\\n\\nentities: []\\n\\nslots:\\n  contacts_list:\\n    type: text\\n    mappings:\\n      - type: custom\\n        action: list_contacts\\n\\nactions:\\n  - list_contacts\\n\\nforms: {}\\ne2e_actions: []\\n\\nresponses:\\n  utter_greet:\\n  - text: \\\"Hey! How are you?\\\"\\n\\n  utter_goodbye:\\n  - text: \\\"Bye\\\"\\n\\n  utter_list_contacts:\\n  - text: \\\"You currently have the following contacts:\\\\n{contacts_list}\\\"\\n\\n  utter_no_contacts:\\n  - text: \\\"You have no contacts in your list.\\\"\\n\\nsession_config:\\n  session_expiration_time: 60\\n  carry_over_slots_to_new_session: true\\n\\nnlu:\\n- intent: greet\\n  examples: |\\n    - hey\\n    - hello\\n\\n- intent: goodbye\\n  examples: |\\n    - bye\\n    - goodbye\\n\\nrules:\\n\\n- rule: Say goodbye anytime the user says goodbye\\n  steps:\\n  - intent: goodbye\\n  - action: utter_goodbye\\n\\nstories:\\n\\n- story: happy path\\n  steps:\\n  - intent: greet\\n  - action: utter_greet\\n  - intent: goodbye\\n  - action: utter_goodbye\\n\\nflows:\\n   list_contacts:\\n      name: list your contacts\\n      description: show your contact list\\n      steps:\\n        - action: list_contacts\\n          next:\\n          - if: \\\"slots.contacts_list\\\"\\n            then:\\n              - action: utter_list_contacts\\n                next: END\\n          - else:\\n              - action: utter_no_contacts\\n                next: END\\n\"")
  .asString();

require 'uri'
require 'net/http'

url = URI("http://localhost:5005/model/train?token=")

http = Net::HTTP.new(url.host, url.port)

request = Net::HTTP::Post.new(url)
request["Content-Type"] = 'application/yaml'
request.body = "\"pipeline: []\\n\\npolicies: []\\n\\nintents:\\n  - greet\\n  - goodbye\\n\\nentities: []\\n\\nslots:\\n  contacts_list:\\n    type: text\\n    mappings:\\n      - type: custom\\n        action: list_contacts\\n\\nactions:\\n  - list_contacts\\n\\nforms: {}\\ne2e_actions: []\\n\\nresponses:\\n  utter_greet:\\n  - text: \\\"Hey! How are you?\\\"\\n\\n  utter_goodbye:\\n  - text: \\\"Bye\\\"\\n\\n  utter_list_contacts:\\n  - text: \\\"You currently have the following contacts:\\\\n{contacts_list}\\\"\\n\\n  utter_no_contacts:\\n  - text: \\\"You have no contacts in your list.\\\"\\n\\nsession_config:\\n  session_expiration_time: 60\\n  carry_over_slots_to_new_session: true\\n\\nnlu:\\n- intent: greet\\n  examples: |\\n    - hey\\n    - hello\\n\\n- intent: goodbye\\n  examples: |\\n    - bye\\n    - goodbye\\n\\nrules:\\n\\n- rule: Say goodbye anytime the user says goodbye\\n  steps:\\n  - intent: goodbye\\n  - action: utter_goodbye\\n\\nstories:\\n\\n- story: happy path\\n  steps:\\n  - intent: greet\\n  - action: utter_greet\\n  - intent: goodbye\\n  - action: utter_goodbye\\n\\nflows:\\n   list_contacts:\\n      name: list your contacts\\n      description: show your contact list\\n      steps:\\n        - action: list_contacts\\n          next:\\n          - if: \\\"slots.contacts_list\\\"\\n            then:\\n              - action: utter_list_contacts\\n                next: END\\n          - else:\\n              - action: utter_no_contacts\\n                next: END\\n\""

response = http.request(request)
puts response.read_body

"<string>"

{
  "version": "1.0.0",
  "status": "failure",
  "reason": "BadRequest",
  "code": 400
}

{
  "version": "1.0.0",
  "status": "failure",
  "reason": "NotAuthenticated",
  "message": "User is not authenticated to access resource.",
  "code": 401
}

{
  "version": "1.0.0",
  "status": "failure",
  "reason": "NotAuthorized",
  "message": "User has insufficient permission to access resource.",
  "code": 403
}

{
  "version": "1.0.0",
  "status": "ServerError",
  "message": "An unexpected error occurred.",
  "code": 500
}