AI Configs
Create agent optimization
For the complete documentation index, see llms.txt. For the full documentation snapshot, see llms-full.txt.
Create a new agent optimization within the given project.
POST
/
api
/
v2
/
projects
/
{projectKey}
/
agent-optimizations
Create agent optimization
curl --request POST \
--url https://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations \
--header 'Authorization: <api-key>' \
--header 'Content-Type: application/json' \
--data '
{
"maxAttempts": 0,
"aiConfigKey": "aiConfigKey",
"judgeModel": "judgeModel",
"metricKey": "metricKey",
"variableChoices": [
{
"key": ""
},
{
"key": ""
}
],
"groundTruthResponses": [
"groundTruthResponses",
"groundTruthResponses"
],
"modelChoices": [
"modelChoices",
"modelChoices"
],
"judges": [
{
"threshold": 1.4658129805029452,
"key": "key"
},
{
"threshold": 1.4658129805029452,
"key": "key"
}
],
"key": "key",
"acceptanceStatements": [
{
"statement": "statement",
"threshold": 6.027456183070403
},
{
"statement": "statement",
"threshold": 6.027456183070403
}
],
"userInputOptions": [
"userInputOptions",
"userInputOptions"
]
}
'import requests
url = "https://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations"
payload = {
"maxAttempts": 0,
"aiConfigKey": "aiConfigKey",
"judgeModel": "judgeModel",
"metricKey": "metricKey",
"variableChoices": [{ "key": "" }, { "key": "" }],
"groundTruthResponses": ["groundTruthResponses", "groundTruthResponses"],
"modelChoices": ["modelChoices", "modelChoices"],
"judges": [
{
"threshold": 1.4658129805029452,
"key": "key"
},
{
"threshold": 1.4658129805029452,
"key": "key"
}
],
"key": "key",
"acceptanceStatements": [
{
"statement": "statement",
"threshold": 6.027456183070403
},
{
"statement": "statement",
"threshold": 6.027456183070403
}
],
"userInputOptions": ["userInputOptions", "userInputOptions"]
}
headers = {
"Authorization": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: '<api-key>', 'Content-Type': 'application/json'},
body: JSON.stringify({
maxAttempts: 0,
aiConfigKey: 'aiConfigKey',
judgeModel: 'judgeModel',
metricKey: 'metricKey',
variableChoices: [{key: ''}, {key: ''}],
groundTruthResponses: ['groundTruthResponses', 'groundTruthResponses'],
modelChoices: ['modelChoices', 'modelChoices'],
judges: [
{threshold: 1.4658129805029452, key: 'key'},
{threshold: 1.4658129805029452, key: 'key'}
],
key: 'key',
acceptanceStatements: [
{statement: 'statement', threshold: 6.027456183070403},
{statement: 'statement', threshold: 6.027456183070403}
],
userInputOptions: ['userInputOptions', 'userInputOptions']
})
};
fetch('https://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations', 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://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations",
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([
'maxAttempts' => 0,
'aiConfigKey' => 'aiConfigKey',
'judgeModel' => 'judgeModel',
'metricKey' => 'metricKey',
'variableChoices' => [
[
'key' => ''
],
[
'key' => ''
]
],
'groundTruthResponses' => [
'groundTruthResponses',
'groundTruthResponses'
],
'modelChoices' => [
'modelChoices',
'modelChoices'
],
'judges' => [
[
'threshold' => 1.4658129805029452,
'key' => 'key'
],
[
'threshold' => 1.4658129805029452,
'key' => 'key'
]
],
'key' => 'key',
'acceptanceStatements' => [
[
'statement' => 'statement',
'threshold' => 6.027456183070403
],
[
'statement' => 'statement',
'threshold' => 6.027456183070403
]
],
'userInputOptions' => [
'userInputOptions',
'userInputOptions'
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: <api-key>",
"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://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations"
payload := strings.NewReader("{\n \"maxAttempts\": 0,\n \"aiConfigKey\": \"aiConfigKey\",\n \"judgeModel\": \"judgeModel\",\n \"metricKey\": \"metricKey\",\n \"variableChoices\": [\n {\n \"key\": \"\"\n },\n {\n \"key\": \"\"\n }\n ],\n \"groundTruthResponses\": [\n \"groundTruthResponses\",\n \"groundTruthResponses\"\n ],\n \"modelChoices\": [\n \"modelChoices\",\n \"modelChoices\"\n ],\n \"judges\": [\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n },\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n }\n ],\n \"key\": \"key\",\n \"acceptanceStatements\": [\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n },\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n }\n ],\n \"userInputOptions\": [\n \"userInputOptions\",\n \"userInputOptions\"\n ]\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "<api-key>")
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://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations")
.header("Authorization", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"maxAttempts\": 0,\n \"aiConfigKey\": \"aiConfigKey\",\n \"judgeModel\": \"judgeModel\",\n \"metricKey\": \"metricKey\",\n \"variableChoices\": [\n {\n \"key\": \"\"\n },\n {\n \"key\": \"\"\n }\n ],\n \"groundTruthResponses\": [\n \"groundTruthResponses\",\n \"groundTruthResponses\"\n ],\n \"modelChoices\": [\n \"modelChoices\",\n \"modelChoices\"\n ],\n \"judges\": [\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n },\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n }\n ],\n \"key\": \"key\",\n \"acceptanceStatements\": [\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n },\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n }\n ],\n \"userInputOptions\": [\n \"userInputOptions\",\n \"userInputOptions\"\n ]\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"maxAttempts\": 0,\n \"aiConfigKey\": \"aiConfigKey\",\n \"judgeModel\": \"judgeModel\",\n \"metricKey\": \"metricKey\",\n \"variableChoices\": [\n {\n \"key\": \"\"\n },\n {\n \"key\": \"\"\n }\n ],\n \"groundTruthResponses\": [\n \"groundTruthResponses\",\n \"groundTruthResponses\"\n ],\n \"modelChoices\": [\n \"modelChoices\",\n \"modelChoices\"\n ],\n \"judges\": [\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n },\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n }\n ],\n \"key\": \"key\",\n \"acceptanceStatements\": [\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n },\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n }\n ],\n \"userInputOptions\": [\n \"userInputOptions\",\n \"userInputOptions\"\n ]\n}"
response = http.request(request)
puts response.read_body{
"judgeModel": "judgeModel",
"metricKey": "metricKey",
"_links": {
"parent": {
"href": "href",
"type": "type"
},
"self": {
"href": "href",
"type": "type"
}
},
"groundTruthResponses": [
"groundTruthResponses",
"groundTruthResponses"
],
"modelChoices": [
"modelChoices",
"modelChoices"
],
"version": 5,
"userInputOptions": [
"userInputOptions",
"userInputOptions"
],
"maxAttempts": 0,
"createdAt": 5,
"aiConfigKey": "aiConfigKey",
"_access": {
"allowed": [
{
"reason": {
"role_name": "role_name",
"notActions": [
null,
null
],
"notResources": [
"notResources",
"notResources"
],
"effect": "allow",
"resources": [
"proj/*:env/*;qa_*:/flag/*"
],
"actions": [
"*"
]
},
"action": "action"
},
{
"reason": {
"role_name": "role_name",
"notActions": [
null,
null
],
"notResources": [
"notResources",
"notResources"
],
"effect": "allow",
"resources": [
"proj/*:env/*;qa_*:/flag/*"
],
"actions": [
"*"
]
},
"action": "action"
}
],
"denied": [
{
"reason": {
"role_name": "role_name",
"notActions": [
null,
null
],
"notResources": [
"notResources",
"notResources"
],
"effect": "allow",
"resources": [
"proj/*:env/*;qa_*:/flag/*"
],
"actions": [
"*"
]
},
"action": "action"
},
{
"reason": {
"role_name": "role_name",
"notActions": [
null,
null
],
"notResources": [
"notResources",
"notResources"
],
"effect": "allow",
"resources": [
"proj/*:env/*;qa_*:/flag/*"
],
"actions": [
"*"
]
},
"action": "action"
}
]
},
"variableChoices": [
{
"key": ""
},
{
"key": ""
}
],
"id": "id",
"judges": [
{
"threshold": 1.4658129805029452,
"key": "key"
},
{
"threshold": 1.4658129805029452,
"key": "key"
}
],
"key": "key",
"acceptanceStatements": [
{
"statement": "statement",
"threshold": 6.027456183070403
},
{
"statement": "statement",
"threshold": 6.027456183070403
}
]
}{
"code": "code",
"message": "message"
}{
"code": "code",
"message": "message"
}{
"code": "code",
"message": "message"
}{
"code": "code",
"message": "message"
}Authorizations
Path Parameters
Body
application/json
Agent optimization object to create
Response
Agent optimization created
Show child attributes
Show child attributes
Show child attributes
Show child attributes
Show child attributes
Show child attributes
Example:
{
"allowed": [
{
"reason": {
"role_name": "role_name",
"notActions": [null, null],
"notResources": ["notResources", "notResources"],
"effect": "allow",
"resources": ["proj/*:env/*;qa_*:/flag/*"],
"actions": ["*"]
},
"action": "action"
},
{
"reason": {
"role_name": "role_name",
"notActions": [null, null],
"notResources": ["notResources", "notResources"],
"effect": "allow",
"resources": ["proj/*:env/*;qa_*:/flag/*"],
"actions": ["*"]
},
"action": "action"
}
],
"denied": [
{
"reason": {
"role_name": "role_name",
"notActions": [null, null],
"notResources": ["notResources", "notResources"],
"effect": "allow",
"resources": ["proj/*:env/*;qa_*:/flag/*"],
"actions": ["*"]
},
"action": "action"
},
{
"reason": {
"role_name": "role_name",
"notActions": [null, null],
"notResources": ["notResources", "notResources"],
"effect": "allow",
"resources": ["proj/*:env/*;qa_*:/flag/*"],
"actions": ["*"]
},
"action": "action"
}
]
}
The location and content type of related resources
Show child attributes
Show child attributes
Example:
{
"parent": { "href": "href", "type": "type" },
"self": { "href": "href", "type": "type" }
}
⌘I
Create agent optimization
curl --request POST \
--url https://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations \
--header 'Authorization: <api-key>' \
--header 'Content-Type: application/json' \
--data '
{
"maxAttempts": 0,
"aiConfigKey": "aiConfigKey",
"judgeModel": "judgeModel",
"metricKey": "metricKey",
"variableChoices": [
{
"key": ""
},
{
"key": ""
}
],
"groundTruthResponses": [
"groundTruthResponses",
"groundTruthResponses"
],
"modelChoices": [
"modelChoices",
"modelChoices"
],
"judges": [
{
"threshold": 1.4658129805029452,
"key": "key"
},
{
"threshold": 1.4658129805029452,
"key": "key"
}
],
"key": "key",
"acceptanceStatements": [
{
"statement": "statement",
"threshold": 6.027456183070403
},
{
"statement": "statement",
"threshold": 6.027456183070403
}
],
"userInputOptions": [
"userInputOptions",
"userInputOptions"
]
}
'import requests
url = "https://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations"
payload = {
"maxAttempts": 0,
"aiConfigKey": "aiConfigKey",
"judgeModel": "judgeModel",
"metricKey": "metricKey",
"variableChoices": [{ "key": "" }, { "key": "" }],
"groundTruthResponses": ["groundTruthResponses", "groundTruthResponses"],
"modelChoices": ["modelChoices", "modelChoices"],
"judges": [
{
"threshold": 1.4658129805029452,
"key": "key"
},
{
"threshold": 1.4658129805029452,
"key": "key"
}
],
"key": "key",
"acceptanceStatements": [
{
"statement": "statement",
"threshold": 6.027456183070403
},
{
"statement": "statement",
"threshold": 6.027456183070403
}
],
"userInputOptions": ["userInputOptions", "userInputOptions"]
}
headers = {
"Authorization": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {Authorization: '<api-key>', 'Content-Type': 'application/json'},
body: JSON.stringify({
maxAttempts: 0,
aiConfigKey: 'aiConfigKey',
judgeModel: 'judgeModel',
metricKey: 'metricKey',
variableChoices: [{key: ''}, {key: ''}],
groundTruthResponses: ['groundTruthResponses', 'groundTruthResponses'],
modelChoices: ['modelChoices', 'modelChoices'],
judges: [
{threshold: 1.4658129805029452, key: 'key'},
{threshold: 1.4658129805029452, key: 'key'}
],
key: 'key',
acceptanceStatements: [
{statement: 'statement', threshold: 6.027456183070403},
{statement: 'statement', threshold: 6.027456183070403}
],
userInputOptions: ['userInputOptions', 'userInputOptions']
})
};
fetch('https://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations', 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://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations",
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([
'maxAttempts' => 0,
'aiConfigKey' => 'aiConfigKey',
'judgeModel' => 'judgeModel',
'metricKey' => 'metricKey',
'variableChoices' => [
[
'key' => ''
],
[
'key' => ''
]
],
'groundTruthResponses' => [
'groundTruthResponses',
'groundTruthResponses'
],
'modelChoices' => [
'modelChoices',
'modelChoices'
],
'judges' => [
[
'threshold' => 1.4658129805029452,
'key' => 'key'
],
[
'threshold' => 1.4658129805029452,
'key' => 'key'
]
],
'key' => 'key',
'acceptanceStatements' => [
[
'statement' => 'statement',
'threshold' => 6.027456183070403
],
[
'statement' => 'statement',
'threshold' => 6.027456183070403
]
],
'userInputOptions' => [
'userInputOptions',
'userInputOptions'
]
]),
CURLOPT_HTTPHEADER => [
"Authorization: <api-key>",
"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://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations"
payload := strings.NewReader("{\n \"maxAttempts\": 0,\n \"aiConfigKey\": \"aiConfigKey\",\n \"judgeModel\": \"judgeModel\",\n \"metricKey\": \"metricKey\",\n \"variableChoices\": [\n {\n \"key\": \"\"\n },\n {\n \"key\": \"\"\n }\n ],\n \"groundTruthResponses\": [\n \"groundTruthResponses\",\n \"groundTruthResponses\"\n ],\n \"modelChoices\": [\n \"modelChoices\",\n \"modelChoices\"\n ],\n \"judges\": [\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n },\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n }\n ],\n \"key\": \"key\",\n \"acceptanceStatements\": [\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n },\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n }\n ],\n \"userInputOptions\": [\n \"userInputOptions\",\n \"userInputOptions\"\n ]\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "<api-key>")
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://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations")
.header("Authorization", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"maxAttempts\": 0,\n \"aiConfigKey\": \"aiConfigKey\",\n \"judgeModel\": \"judgeModel\",\n \"metricKey\": \"metricKey\",\n \"variableChoices\": [\n {\n \"key\": \"\"\n },\n {\n \"key\": \"\"\n }\n ],\n \"groundTruthResponses\": [\n \"groundTruthResponses\",\n \"groundTruthResponses\"\n ],\n \"modelChoices\": [\n \"modelChoices\",\n \"modelChoices\"\n ],\n \"judges\": [\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n },\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n }\n ],\n \"key\": \"key\",\n \"acceptanceStatements\": [\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n },\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n }\n ],\n \"userInputOptions\": [\n \"userInputOptions\",\n \"userInputOptions\"\n ]\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://app.launchdarkly.com/api/v2/projects/{projectKey}/agent-optimizations")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"maxAttempts\": 0,\n \"aiConfigKey\": \"aiConfigKey\",\n \"judgeModel\": \"judgeModel\",\n \"metricKey\": \"metricKey\",\n \"variableChoices\": [\n {\n \"key\": \"\"\n },\n {\n \"key\": \"\"\n }\n ],\n \"groundTruthResponses\": [\n \"groundTruthResponses\",\n \"groundTruthResponses\"\n ],\n \"modelChoices\": [\n \"modelChoices\",\n \"modelChoices\"\n ],\n \"judges\": [\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n },\n {\n \"threshold\": 1.4658129805029452,\n \"key\": \"key\"\n }\n ],\n \"key\": \"key\",\n \"acceptanceStatements\": [\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n },\n {\n \"statement\": \"statement\",\n \"threshold\": 6.027456183070403\n }\n ],\n \"userInputOptions\": [\n \"userInputOptions\",\n \"userInputOptions\"\n ]\n}"
response = http.request(request)
puts response.read_body{
"judgeModel": "judgeModel",
"metricKey": "metricKey",
"_links": {
"parent": {
"href": "href",
"type": "type"
},
"self": {
"href": "href",
"type": "type"
}
},
"groundTruthResponses": [
"groundTruthResponses",
"groundTruthResponses"
],
"modelChoices": [
"modelChoices",
"modelChoices"
],
"version": 5,
"userInputOptions": [
"userInputOptions",
"userInputOptions"
],
"maxAttempts": 0,
"createdAt": 5,
"aiConfigKey": "aiConfigKey",
"_access": {
"allowed": [
{
"reason": {
"role_name": "role_name",
"notActions": [
null,
null
],
"notResources": [
"notResources",
"notResources"
],
"effect": "allow",
"resources": [
"proj/*:env/*;qa_*:/flag/*"
],
"actions": [
"*"
]
},
"action": "action"
},
{
"reason": {
"role_name": "role_name",
"notActions": [
null,
null
],
"notResources": [
"notResources",
"notResources"
],
"effect": "allow",
"resources": [
"proj/*:env/*;qa_*:/flag/*"
],
"actions": [
"*"
]
},
"action": "action"
}
],
"denied": [
{
"reason": {
"role_name": "role_name",
"notActions": [
null,
null
],
"notResources": [
"notResources",
"notResources"
],
"effect": "allow",
"resources": [
"proj/*:env/*;qa_*:/flag/*"
],
"actions": [
"*"
]
},
"action": "action"
},
{
"reason": {
"role_name": "role_name",
"notActions": [
null,
null
],
"notResources": [
"notResources",
"notResources"
],
"effect": "allow",
"resources": [
"proj/*:env/*;qa_*:/flag/*"
],
"actions": [
"*"
]
},
"action": "action"
}
]
},
"variableChoices": [
{
"key": ""
},
{
"key": ""
}
],
"id": "id",
"judges": [
{
"threshold": 1.4658129805029452,
"key": "key"
},
{
"threshold": 1.4658129805029452,
"key": "key"
}
],
"key": "key",
"acceptanceStatements": [
{
"statement": "statement",
"threshold": 6.027456183070403
},
{
"statement": "statement",
"threshold": 6.027456183070403
}
]
}{
"code": "code",
"message": "message"
}{
"code": "code",
"message": "message"
}{
"code": "code",
"message": "message"
}{
"code": "code",
"message": "message"
}