Estimate point-in-time thematic factor returns

Runs the governed financegpt_theme_factor_ridge_v1 cross-sectional model on observed monthly market history and the latest taxonomy version published by the requested as-of date. It also derives descriptive specific risk and exposure-weighted theme indices. No synthetic market data, portfolio rebalance, Financial Action or trade is created.

{
    "as_of_date": "2026-08-16",
    "history_months": 36,
    "ridge_lambda": 0.1000000000000000055511151231257827021181583404541015625,
    "minimum_symbols_per_factor": 3,
    "max_factors": 25,
    "max_symbols": 120
}

curl

curl -X POST \
  -H "Authorization: Bearer $FINANCEGPT_API_KEY" \
  -H "Accept: application/json" \
  -H "Content-Type: application/json" \
  --data '{
    "as_of_date": "2026-08-16",
    "history_months": 36,
    "ridge_lambda": 0.1000000000000000055511151231257827021181583404541015625,
    "minimum_symbols_per_factor": 3,
    "max_factors": 25,
    "max_symbols": 120
}' \
  "https://financegptlabs.com/api/v2/investment/theme-watch/factors"

javascript

const response = await fetch("https:\/\/financegptlabs.com\/api\/v2\/investment\/theme-watch\/factors", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${FINANCEGPT_API_KEY}`,
    Accept: 'application/json',
    'Content-Type': 'application/json',
  },
  body: JSON.stringify({
    "as_of_date": "2026-08-16",
    "history_months": 36,
    "ridge_lambda": 0.1000000000000000055511151231257827021181583404541015625,
    "minimum_symbols_per_factor": 3,
    "max_factors": 25,
    "max_symbols": 120
}),
});
const data = await response.json();

python

import json
import os
import requests

response = requests.request(
    'POST',
    'https://financegptlabs.com/api/v2/investment/theme-watch/factors',
    headers={
        'Authorization': 'Bearer ' + os.environ['FINANCEGPT_API_KEY'],
        'Accept': 'application/json',
    },
    json=json.loads('{"as_of_date":"2026-08-16","history_months":36,"ridge_lambda":0.1000000000000000055511151231257827021181583404541015625,"minimum_symbols_per_factor":3,"max_factors":25,"max_symbols":120}'),
)
response.raise_for_status()
print(response.json())

php

<?php
$ch = curl_init('https://financegptlabs.com/api/v2/investment/theme-watch/factors');
curl_setopt_array($ch, [
    CURLOPT_CUSTOMREQUEST => 'POST',
    CURLOPT_RETURNTRANSFER => true,
    CURLOPT_HTTPHEADER => [
        'Authorization: Bearer '.getenv('FINANCEGPT_API_KEY'),
        'Accept: application/json',
        'Content-Type: application/json',
    ],
    CURLOPT_POSTFIELDS => json_encode(array (
  'as_of_date' => '2026-08-16',
  'history_months' => 36,
  'ridge_lambda' => 0.1000000000000000055511151231257827021181583404541015625,
  'minimum_symbols_per_factor' => 3,
  'max_factors' => 25,
  'max_symbols' => 120,
)),
]);
$response = curl_exec($ch);
curl_close($ch);
echo $response;

A developer credential proves application identity and permits only its scopes. It does not grant model promotion, policy override, QLM rebinding, or Financial Actions execution authority unless those separate controls are satisfied.

investment:run