Recommend a model to ship
curl --request POST \
--url https://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend \
--header 'Content-Type: application/json' \
--cookie session= \
--data '
{
"candidates": [
{
"model_id": "<string>",
"label": "<string>",
"accuracy_pct": 50,
"latency_ms": 1,
"cost_per_request_usd": 1,
"pass_count": 1,
"scenario_count": 1
}
],
"run_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"monthly_requests": 1
}
'import requests
url = "https://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend"
payload = {
"candidates": [
{
"model_id": "<string>",
"label": "<string>",
"accuracy_pct": 50,
"latency_ms": 1,
"cost_per_request_usd": 1,
"pass_count": 1,
"scenario_count": 1
}
],
"run_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"monthly_requests": 1
}
headers = {
"cookie": "session=",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {cookie: 'session=', 'Content-Type': 'application/json'},
body: JSON.stringify({
candidates: [
{
model_id: '<string>',
label: '<string>',
accuracy_pct: 50,
latency_ms: 1,
cost_per_request_usd: 1,
pass_count: 1,
scenario_count: 1
}
],
run_id: '3c90c3cc-0d44-4b50-8888-8dd25736052a',
monthly_requests: 1
})
};
fetch('https://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend', 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://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend",
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([
'candidates' => [
[
'model_id' => '<string>',
'label' => '<string>',
'accuracy_pct' => 50,
'latency_ms' => 1,
'cost_per_request_usd' => 1,
'pass_count' => 1,
'scenario_count' => 1
]
],
'run_id' => '3c90c3cc-0d44-4b50-8888-8dd25736052a',
'monthly_requests' => 1
]),
CURLOPT_COOKIE => "session=",
CURLOPT_HTTPHEADER => [
"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://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend"
payload := strings.NewReader("{\n \"candidates\": [\n {\n \"model_id\": \"<string>\",\n \"label\": \"<string>\",\n \"accuracy_pct\": 50,\n \"latency_ms\": 1,\n \"cost_per_request_usd\": 1,\n \"pass_count\": 1,\n \"scenario_count\": 1\n }\n ],\n \"run_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n \"monthly_requests\": 1\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("cookie", "session=")
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://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend")
.header("cookie", "session=")
.header("Content-Type", "application/json")
.body("{\n \"candidates\": [\n {\n \"model_id\": \"<string>\",\n \"label\": \"<string>\",\n \"accuracy_pct\": 50,\n \"latency_ms\": 1,\n \"cost_per_request_usd\": 1,\n \"pass_count\": 1,\n \"scenario_count\": 1\n }\n ],\n \"run_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n \"monthly_requests\": 1\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["cookie"] = 'session='
request["Content-Type"] = 'application/json'
request.body = "{\n \"candidates\": [\n {\n \"model_id\": \"<string>\",\n \"label\": \"<string>\",\n \"accuracy_pct\": 50,\n \"latency_ms\": 1,\n \"cost_per_request_usd\": 1,\n \"pass_count\": 1,\n \"scenario_count\": 1\n }\n ],\n \"run_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n \"monthly_requests\": 1\n}"
response = http.request(request)
puts response.read_body{
"data": {
"winner_model_id": "<string>",
"winner_label": "<string>",
"rationale": "<string>",
"source": "model"
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}Recommend a model to ship
Picks one of 2 to 8 candidate models by weighing accuracy, reliability, latency and cost. A deterministic pick is always computed; when your organization’s platform allowance is available, a small model call may refine it and write the rationale (source: "model"). Otherwise source is heuristic.
Auth: session. Permission: member of the project’s organization.
POST
/
projects
/
{projectId}
/
cost-calculator
/
recommend
Recommend a model to ship
curl --request POST \
--url https://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend \
--header 'Content-Type: application/json' \
--cookie session= \
--data '
{
"candidates": [
{
"model_id": "<string>",
"label": "<string>",
"accuracy_pct": 50,
"latency_ms": 1,
"cost_per_request_usd": 1,
"pass_count": 1,
"scenario_count": 1
}
],
"run_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"monthly_requests": 1
}
'import requests
url = "https://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend"
payload = {
"candidates": [
{
"model_id": "<string>",
"label": "<string>",
"accuracy_pct": 50,
"latency_ms": 1,
"cost_per_request_usd": 1,
"pass_count": 1,
"scenario_count": 1
}
],
"run_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a",
"monthly_requests": 1
}
headers = {
"cookie": "session=",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {cookie: 'session=', 'Content-Type': 'application/json'},
body: JSON.stringify({
candidates: [
{
model_id: '<string>',
label: '<string>',
accuracy_pct: 50,
latency_ms: 1,
cost_per_request_usd: 1,
pass_count: 1,
scenario_count: 1
}
],
run_id: '3c90c3cc-0d44-4b50-8888-8dd25736052a',
monthly_requests: 1
})
};
fetch('https://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend', 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://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend",
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([
'candidates' => [
[
'model_id' => '<string>',
'label' => '<string>',
'accuracy_pct' => 50,
'latency_ms' => 1,
'cost_per_request_usd' => 1,
'pass_count' => 1,
'scenario_count' => 1
]
],
'run_id' => '3c90c3cc-0d44-4b50-8888-8dd25736052a',
'monthly_requests' => 1
]),
CURLOPT_COOKIE => "session=",
CURLOPT_HTTPHEADER => [
"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://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend"
payload := strings.NewReader("{\n \"candidates\": [\n {\n \"model_id\": \"<string>\",\n \"label\": \"<string>\",\n \"accuracy_pct\": 50,\n \"latency_ms\": 1,\n \"cost_per_request_usd\": 1,\n \"pass_count\": 1,\n \"scenario_count\": 1\n }\n ],\n \"run_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n \"monthly_requests\": 1\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("cookie", "session=")
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://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend")
.header("cookie", "session=")
.header("Content-Type", "application/json")
.body("{\n \"candidates\": [\n {\n \"model_id\": \"<string>\",\n \"label\": \"<string>\",\n \"accuracy_pct\": 50,\n \"latency_ms\": 1,\n \"cost_per_request_usd\": 1,\n \"pass_count\": 1,\n \"scenario_count\": 1\n }\n ],\n \"run_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n \"monthly_requests\": 1\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://pillarforge.corepillar.ai/api/v1/projects/{projectId}/cost-calculator/recommend")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["cookie"] = 'session='
request["Content-Type"] = 'application/json'
request.body = "{\n \"candidates\": [\n {\n \"model_id\": \"<string>\",\n \"label\": \"<string>\",\n \"accuracy_pct\": 50,\n \"latency_ms\": 1,\n \"cost_per_request_usd\": 1,\n \"pass_count\": 1,\n \"scenario_count\": 1\n }\n ],\n \"run_id\": \"3c90c3cc-0d44-4b50-8888-8dd25736052a\",\n \"monthly_requests\": 1\n}"
response = http.request(request)
puts response.read_body{
"data": {
"winner_model_id": "<string>",
"winner_label": "<string>",
"rationale": "<string>",
"source": "model"
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}{
"error": {
"code": "VALIDATION_ERROR",
"message": "<string>",
"details": {}
}
}Authorizations
The session cookie set when you sign in to AgentHub or ModelHub in a browser. The cookie name shown here is illustrative. There are no API tokens for these endpoints.
Path Parameters
Project id.
Body
application/json
Response
Recommendation.
Show child attributes
Show child attributes