Improve Evaluators with AI

Clarify what evaluator scenarios should cover

curl --request POST \
  --url https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/ \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "user_message": "",
  "agent_id": 123,
  "project_id": 123,
  "session_id": 123,
  "num_scenarios": 1,
  "knowledge_base": [
    123
  ],
  "tool_ids": [
    "<string>"
  ],
  "inbound_phone_numbers": [
    123
  ]
}
'

import requests

url = "https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/"

payload = {
    "user_message": "",
    "agent_id": 123,
    "project_id": 123,
    "session_id": 123,
    "num_scenarios": 1,
    "knowledge_base": [123],
    "tool_ids": ["<string>"],
    "inbound_phone_numbers": [123]
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

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

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    user_message: '',
    agent_id: 123,
    project_id: 123,
    session_id: 123,
    num_scenarios: 1,
    knowledge_base: [123],
    tool_ids: ['<string>'],
    inbound_phone_numbers: [123]
  })
};

fetch('https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/",
  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([
    'user_message' => '',
    'agent_id' => 123,
    'project_id' => 123,
    'session_id' => 123,
    'num_scenarios' => 1,
    'knowledge_base' => [
        123
    ],
    'tool_ids' => [
        '<string>'
    ],
    'inbound_phone_numbers' => [
        123
    ]
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($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 := "https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/"

	payload := strings.NewReader("{\n  \"user_message\": \"\",\n  \"agent_id\": 123,\n  \"project_id\": 123,\n  \"session_id\": 123,\n  \"num_scenarios\": 1,\n  \"knowledge_base\": [\n    123\n  ],\n  \"tool_ids\": [\n    \"<string>\"\n  ],\n  \"inbound_phone_numbers\": [\n    123\n  ]\n}")

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

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

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

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

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"user_message\": \"\",\n  \"agent_id\": 123,\n  \"project_id\": 123,\n  \"session_id\": 123,\n  \"num_scenarios\": 1,\n  \"knowledge_base\": [\n    123\n  ],\n  \"tool_ids\": [\n    \"<string>\"\n  ],\n  \"inbound_phone_numbers\": [\n    123\n  ]\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/")

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

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"user_message\": \"\",\n  \"agent_id\": 123,\n  \"project_id\": 123,\n  \"session_id\": 123,\n  \"num_scenarios\": 1,\n  \"knowledge_base\": [\n    123\n  ],\n  \"tool_ids\": [\n    \"<string>\"\n  ],\n  \"inbound_phone_numbers\": [\n    123\n  ]\n}"

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

{
  "progress_id": "<string>",
  "session_id": 123
}

{
  "field_name": [
    "<string>"
  ]
}

POST

test_framework

scenarios

scenario-agent

Clarify what evaluator scenarios should cover

curl --request POST \
  --url https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/ \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "user_message": "",
  "agent_id": 123,
  "project_id": 123,
  "session_id": 123,
  "num_scenarios": 1,
  "knowledge_base": [
    123
  ],
  "tool_ids": [
    "<string>"
  ],
  "inbound_phone_numbers": [
    123
  ]
}
'

import requests

url = "https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/"

payload = {
    "user_message": "",
    "agent_id": 123,
    "project_id": 123,
    "session_id": 123,
    "num_scenarios": 1,
    "knowledge_base": [123],
    "tool_ids": ["<string>"],
    "inbound_phone_numbers": [123]
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

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

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    user_message: '',
    agent_id: 123,
    project_id: 123,
    session_id: 123,
    num_scenarios: 1,
    knowledge_base: [123],
    tool_ids: ['<string>'],
    inbound_phone_numbers: [123]
  })
};

fetch('https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/",
  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([
    'user_message' => '',
    'agent_id' => 123,
    'project_id' => 123,
    'session_id' => 123,
    'num_scenarios' => 1,
    'knowledge_base' => [
        123
    ],
    'tool_ids' => [
        '<string>'
    ],
    'inbound_phone_numbers' => [
        123
    ]
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($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 := "https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/"

	payload := strings.NewReader("{\n  \"user_message\": \"\",\n  \"agent_id\": 123,\n  \"project_id\": 123,\n  \"session_id\": 123,\n  \"num_scenarios\": 1,\n  \"knowledge_base\": [\n    123\n  ],\n  \"tool_ids\": [\n    \"<string>\"\n  ],\n  \"inbound_phone_numbers\": [\n    123\n  ]\n}")

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

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

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

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

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"user_message\": \"\",\n  \"agent_id\": 123,\n  \"project_id\": 123,\n  \"session_id\": 123,\n  \"num_scenarios\": 1,\n  \"knowledge_base\": [\n    123\n  ],\n  \"tool_ids\": [\n    \"<string>\"\n  ],\n  \"inbound_phone_numbers\": [\n    123\n  ]\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.cekura.ai/test_framework/v1/scenarios/scenario-agent/")

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

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"user_message\": \"\",\n  \"agent_id\": 123,\n  \"project_id\": 123,\n  \"session_id\": 123,\n  \"num_scenarios\": 1,\n  \"knowledge_base\": [\n    123\n  ],\n  \"tool_ids\": [\n    \"<string>\"\n  ],\n  \"inbound_phone_numbers\": [\n    123\n  ]\n}"

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

{
  "progress_id": "<string>",
  "session_id": 123
}

{
  "field_name": [
    "<string>"
  ]
}

Authorizations

Authorization

string

header

required

OAuth access token issued by Cekura for connected apps.

Body

Clarify what a batch of evaluator scenarios should cover before generating them.

Improving existing evaluators is not done here — the Cekura agent reads the evaluators attached to its turn and writes changes back with the ordinary scenario write endpoints. See test_framework.scenario_chat_context.

user_message

string

default:""

What the generated evaluators should cover (e.g., 'cover refund disputes and angry callers'). Do not use for agent prompt/config improvements.

agent_id

integer | null

Agent the generated evaluators are for. Required on the first turn; on a follow-up it may be omitted and is read off session_id.

project_id

integer | null

Project ID - optional, automatically inferred from evaluators if not provided

session_id

integer | null

Session ID for tracking - automatically created if not provided

num_scenarios

integer

default:1

Number of scenarios the clarification should be sized for

Required range: x >= 1

knowledge_base

integer[]

Knowledge Base file IDs for additional context

tool_ids

string[]

Tools that will be enabled on the generated evaluators (validated up front)

inbound_phone_numbers

integer[]

Inbound numbers that will be attached to the generated evaluators (validated up front)

Response

progress_id

string

required

Use this to poll for results at /scenario-agent-progress/?progress_id={id}

session_id

integer

required

Session tracking ID

⌘I