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<?php /** * Bundled from external repo: * @see https://github.com/loco/wp-gpt-translator/ */ abstract class Loco_api_ChatGpt extends Loco_api_Client{ /** * @param string[][] $items input messages with keys, "source", "context" and "notes" * @return string[] Translated strings * @throws Loco_error_Exception */ public static function process( array $items, Loco_Locale $locale, array $config ):array { $targets = []; // Switch GPT model: See https://platform.openai.com/docs/models/model-endpoint-compatibility $model = $config['model']??''; if( '' === $model ){ $model = 'gpt-4o-mini'; } // GPT wants a wordy language name. We'll handle this with our own data. $sourceLang = 'English'; $targetLang = self::wordy_language($locale); // source language may be overridden by `loco_api_provider_source` hook $tag = Loco_mvc_PostParams::get()['source']; if( is_string($tag) && '' !== $tag ){ $locale = Loco_Locale::parse($tag); if( $locale->isValid() ){ $sourceLang = self::wordy_language($locale); } } // done with locale data. free up memory. Loco_data_CompiledData:flush(); // Build specific prompt for this batch $prompt = 'Translate the `source` properties of the following JSON objects, using the `context` and `notes` properties to identify the meaning'; // Append more language specific data, like region and formality/tone $tone = $locale->getFormality(); if( '' !== $tone ){ $prompt.= '. Use the '.$tone.' style'; } // Allow custom prompt via filter for this locale, but protecting our base prompt $custom = apply_filters( 'loco_gpt_prompt', $config['prompt'], $locale ); if( '' !== $custom && is_string($custom) ){ $prompt .= '. '.$custom; } // Longer cURL timeout. This API can be slow with many items. 20 seconds and up is not uncommon add_filter('http_request_timeout',function(){ return 20; }); // https://platform.openai.com/docs/api-reference/chat/create $result = wp_remote_request( 'https://api.openai.com/v1/chat/completions', self::init_request_arguments( $config, [ 'model' => $model, 'temperature' => 0, // Start with our base prompt, adding user instruction at [1] and data at [2] 'messages' => [ [ 'role' => 'system', 'content' => 'You are a helpful assistant that translates from '.$sourceLang.' to '.$targetLang ], [ 'role' => 'user', 'content' => rtrim($prompt,':.;, ').':' ], [ 'role' => 'user', 'content' => json_encode($items,JSON_UNESCAPED_UNICODE) ], ], // Define schema for reliable returning of correct data // https://openai.com/index/introducing-structured-outputs-in-the-api/ 'response_format' => [ 'type' => 'json_schema', 'json_schema' => [ 'name' => 'translations_array', 'strict' => true, 'schema' => [ 'type' => 'object', 'properties' => [ 'result' => [ 'type' => 'array', 'items' => [ 'type' => 'object', 'properties' => [ 'id' => [ 'type' => 'number', 'description' => 'Corresponding id from the input object' ], 'text' => [ 'type' => 'string', 'description' => 'Translation text of the corresponding input object', ] ], 'required' => ['id','text'], 'additionalProperties' => false, ], 'description' => 'Translations of the corresponding input array', ], ], 'required' => ['result'], 'additionalProperties' => false, ], ], ], ]) ); // generic response handling $data = self::decode_response($result); // all responses have form {choices:[...]} foreach( $data['choices'] as $choice ){ $blob = $choice['message'] ?? ['role'=>'null']; if( isset($blob['refusal']) ){ Loco_error_Debug::trace('Refusal: %s', $blob['refusal'] ); continue; } if( 'assistant' !== $blob['role'] ){ Loco_error_Debug::trace('Ignoring %s role message', $blob['role'] ); continue; } $content = json_decode( trim($blob['content']), true ); if( ! is_array($content) || ! array_key_exists('result',$content) ){ Loco_error_Debug::trace("Content doesn't conform to our schema"); continue; } $result = $content['result']; if( ! is_array($result) || count($result) !== count($items) ){ Loco_error_Debug::trace("Result array doesn't match our input array"); continue; } $i = -1; foreach( $result as $r ){ $item = $items[++$i]; $translation = $r['text']; // expecting translations back in order, so just sanity checking the ID field $gptId = (int) $r['id']; $ourId = (int) $item['id']; if( $ourId !== $gptId ){ Loco_error_Debug::trace('Bad id field at [%u] expected %s, got %s', $i, $ourId, $gptId ); $translation = ''; } $targets[$i] = $translation; } } return $targets; } private static function wordy_language( Loco_Locale $locale ):string { $names = Loco_data_CompiledData::get('languages'); $name = $names[ $locale->lang ]; // formal, informal etc.. $tone = $locale->getFormality(); if( $tone ){ $name = ucfirst($tone).' '.$name; } // TODO regional variations, e.g. pt-BR, zh-Hans, etc.. "as spoken in X" ? return $name; } private static function init_request_arguments( array $config, array $data ):array { return [ 'method' => 'POST', 'redirection' => 0, 'user-agent' => parent::getUserAgent(), 'reject_unsafe_urls' => false, 'headers' => [ 'Content-Type' => 'application/json', 'Authorization' => 'Bearer '.$config['key'], 'Origin' => $_SERVER['HTTP_ORIGIN'], 'Referer' => $_SERVER['HTTP_ORIGIN'].'/wp-admin/' ], 'body' => json_encode($data), ]; } private static function decode_response( $result ):array { $data = parent::decodeResponse($result); $status = $result['response']['code']; if( 200 !== $status ){ $message = $data['error']['message'] ?? 'Unknown error'; throw new Loco_error_Exception( sprintf('OpenAI API returned status %u: %s',$status,$message) ); } // all responses have form {choices:[...]} if( ! array_key_exists('choices',$data) || ! is_array($data['choices']) ){ throw new Loco_error_Exception('OpenAI API returned unexpected data'); } return $data; } }