AI Models - the models on the AI providers, each for a use case
* (functions/ai.php aiUseCases()) with General the fallback. Above, which
* model each use case lands on; in the list, a second model for a use case is
* marked as not used, the provider each is on, its instructions and
* temperature, and its use in the last 30 days. Add and Edit are one window
* (modals/ai/ai_model_edit.php), with Try it; the rest are
* admin/post/ai_models.php.
*/
// Default Column Sortby Filter
$sort = "ai_model_name";
$order = "ASC";
require_once "includes/inc_all_admin.php";
$page_title = 'AI Models';
// Only these sort - an unknown column would take the page down
$sortable_columns = [
'ai_model_name' => "ai_model_name $order",
'ai_provider_name' => "ai_provider_name $order, ai_model_name ASC",
'ai_model_use_case' => "FIELD(ai_model_use_case, 'General', 'Tickets', 'Documentation', 'Billing') " . ($order === 'ASC' ? 'ASC' : 'DESC') . ", ai_model_id ASC",
'requests' => "requests $order, ai_model_name ASC",
];
if (!isset($sortable_columns[$sort])) {
$sort = 'ai_model_name';
}
$provider_filter = intval($_GET['provider'] ?? 0);
$sql = mysqli_query($mysqli, "SELECT SQL_CALC_FOUND_ROWS ai_model_id, ai_model_name, ai_model_prompt, ai_model_use_case, ai_model_temperature,
ai_provider_id, ai_provider_name, ai_provider_kind,
COALESCE(used.requests, 0) AS requests, COALESCE(used.failed, 0) AS failed, COALESCE(used.tokens_in, 0) AS tokens_in, COALESCE(used.tokens_out, 0) AS tokens_out, used.last_used
FROM ai_models
JOIN ai_providers ON ai_model_ai_provider_id = ai_provider_id
LEFT JOIN (
SELECT ai_usage_model_id,
SUM(ai_usage_created_at >= NOW() - INTERVAL 30 DAY) AS requests,
SUM(ai_usage_created_at >= NOW() - INTERVAL 30 DAY AND ai_usage_ok = 0) AS failed,
SUM(IF(ai_usage_created_at >= NOW() - INTERVAL 30 DAY, ai_usage_tokens_in, 0)) AS tokens_in,
SUM(IF(ai_usage_created_at >= NOW() - INTERVAL 30 DAY, ai_usage_tokens_out, 0)) AS tokens_out,
MAX(ai_usage_created_at) AS last_used
FROM ai_usage WHERE ai_usage_feature <> 'test' GROUP BY ai_usage_model_id
) used ON used.ai_usage_model_id = ai_model_id
WHERE (ai_model_name LIKE '%$q%' OR ai_provider_name LIKE '%$q%' OR ai_model_use_case LIKE '%$q%' OR ai_model_prompt LIKE '%$q%')
" . ($provider_filter ? "AND ai_provider_id = $provider_filter" : '') . "
ORDER BY {$sortable_columns[$sort]}, ai_model_id ASC
LIMIT $record_from, $record_to");
$num_rows = mysqli_fetch_row(mysqli_query($mysqli, "SELECT FOUND_ROWS()"));
$unused = aiUseCaseMap()['unused'];
$providers = mysqli_query($mysqli, "SELECT ai_provider_id, ai_provider_name, ai_provider_kind FROM ai_providers ORDER BY ai_provider_name");
$any_provider = mysqli_num_rows($providers) > 0;
$sort_link = function ($column, $label) use ($url_query_strings_sort, $sort, $disp, $order_icon) {
return ''
. $label . ($sort === $column ? " $order_icon" : '') . '';
};
$add_url = 'modals/ai/ai_model_edit.php' . ($provider_filter ? "?provider=$provider_filter" : '');
$csrf = $_SESSION['csrf_token'];
?>
'AI models',
'icon' => 'fa-brain',
'text' => $any_provider ? 'The model on each provider that ITFlow uses - one for everything (General), and others for tickets or documents if you like.' : 'Add an AI provider first - then the models on it ITFlow uses.',
'actions' => $any_provider ? [['label' => 'Add Model', 'modal' => $add_url]] : [['label' => 'AI Providers', 'href' => 'ai_providers.php', 'icon' => 'fa-robot']],
];
?>