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openai.php
1733 lines
| 1 | <?php |
| 2 | |
| 3 | /** |
| 4 | * OpenAI Engine implementation. |
| 5 | * |
| 6 | * This engine supports both the standard Chat Completions API and the new Responses API. |
| 7 | * The Responses API is used automatically for models that support it (models with the 'responses' tag). |
| 8 | * |
| 9 | * Key differences when using the Responses API: |
| 10 | * - Function calls and results use specific message types instead of role-based messages |
| 11 | * - MCP (Model Context Protocol) tools are executed remotely by OpenAI |
| 12 | * - Different streaming event structure |
| 13 | * |
| 14 | * @see https://platform.openai.com/docs/api-reference/responses |
| 15 | */ |
| 16 | class Meow_MWAI_Engines_OpenAI extends Meow_MWAI_Engines_ChatML { |
| 17 | // Static |
| 18 | private static $creating = false; |
| 19 | |
| 20 | // Responses API specific properties |
| 21 | protected $previousResponseId = null; |
| 22 | protected $conversationState = []; |
| 23 | protected $mcpToolNames = []; |
| 24 | protected $mcpServerCount = 0; |
| 25 | protected $mcpTotalToolCount = 0; |
| 26 | protected $emittedFunctionResults = []; |
| 27 | protected $currentQuery = null; |
| 28 | protected $streamImages = []; |
| 29 | protected $seenCallIds = []; // Track seen call IDs to prevent duplicates |
| 30 | protected $lastRequestBody = null; // For debugging |
| 31 | // IMPORTANT: OpenAI Responses API sends the same function call in both: |
| 32 | // 1. response.output_item.done - when individual function call completes |
| 33 | // 2. response.completed - with all function calls in the final response |
| 34 | // We must deduplicate to avoid processing the same function twice |
| 35 | |
| 36 | public static function create( $core, $env ) { |
| 37 | self::$creating = true; |
| 38 | if ( class_exists( 'MeowPro_MWAI_OpenAI' ) ) { |
| 39 | $instance = new MeowPro_MWAI_OpenAI( $core, $env ); |
| 40 | } |
| 41 | else { |
| 42 | $instance = new self( $core, $env ); |
| 43 | } |
| 44 | self::$creating = false; |
| 45 | return $instance; |
| 46 | } |
| 47 | |
| 48 | public function __construct( $core, $env ) { |
| 49 | $isOwnClass = get_class( $this ) === 'Meow_MWAI_Engines_OpenAI'; |
| 50 | if ( $isOwnClass && !self::$creating ) { |
| 51 | throw new \Exception( 'Please use the create() method to instantiate the Meow_MWAI_Engines_OpenAI class.' ); |
| 52 | } |
| 53 | parent::__construct( $core, $env ); |
| 54 | $this->set_environment(); |
| 55 | } |
| 56 | |
| 57 | public function reset_stream() { |
| 58 | parent::reset_stream(); |
| 59 | $this->mcpServerCount = 0; |
| 60 | $this->mcpTotalToolCount = 0; |
| 61 | $this->emittedFunctionResults = []; |
| 62 | $this->streamImages = []; |
| 63 | $this->seenCallIds = []; |
| 64 | } |
| 65 | |
| 66 | /** |
| 67 | * Check if a model should use the new Responses API |
| 68 | */ |
| 69 | protected function should_use_responses_api( $model ) { |
| 70 | // First check if Responses API is enabled in settings |
| 71 | $options = $this->core->get_all_options(); |
| 72 | $responsesApiEnabled = $options['ai_responses_api'] ?? true; |
| 73 | |
| 74 | if ( !$responsesApiEnabled ) { |
| 75 | return false; |
| 76 | } |
| 77 | |
| 78 | // Azure doesn't support Responses API yet |
| 79 | if ( $this->envType === 'azure' ) { |
| 80 | return false; |
| 81 | } |
| 82 | |
| 83 | // Check if the model has the 'responses' tag |
| 84 | $modelInfo = $this->retrieve_model_info( $model ); |
| 85 | if ( $modelInfo && !empty( $modelInfo['tags'] ) ) { |
| 86 | return in_array( 'responses', $modelInfo['tags'] ); |
| 87 | } |
| 88 | |
| 89 | return false; |
| 90 | } |
| 91 | |
| 92 | /** |
| 93 | * Set conversation state for stateful responses |
| 94 | */ |
| 95 | public function set_previous_response_id( $responseId ) { |
| 96 | $this->previousResponseId = $responseId; |
| 97 | } |
| 98 | |
| 99 | /** |
| 100 | * Get conversation state |
| 101 | */ |
| 102 | public function get_conversation_state() { |
| 103 | return $this->conversationState; |
| 104 | } |
| 105 | |
| 106 | /** |
| 107 | * Build body for Responses API |
| 108 | */ |
| 109 | protected function build_responses_body( $query, $streamCallback = null ) { |
| 110 | $body = [ |
| 111 | 'model' => $query->model, |
| 112 | 'stream' => !is_null( $streamCallback ), |
| 113 | ]; |
| 114 | |
| 115 | // Handle different query types for Responses API |
| 116 | if ( $query instanceof Meow_MWAI_Query_Text || $query instanceof Meow_MWAI_Query_Feedback ) { |
| 117 | // Use simplified instructions + input format for basic queries |
| 118 | if ( !empty( $query->instructions ) ) { |
| 119 | $body['instructions'] = $query->instructions; |
| 120 | } |
| 121 | |
| 122 | // Determine history strategy |
| 123 | $historyStrategy = $query->historyStrategy; |
| 124 | |
| 125 | // Treat empty string as null for automatic mode |
| 126 | if ( empty( $historyStrategy ) ) { |
| 127 | $historyStrategy = null; |
| 128 | } |
| 129 | |
| 130 | // If historyStrategy is null (automatic), use response_id when previousResponseId is available |
| 131 | if ( $historyStrategy === null && !empty( $query->previousResponseId ) ) { |
| 132 | $historyStrategy = 'response_id'; |
| 133 | } |
| 134 | |
| 135 | // Debug logging for feedback queries |
| 136 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 137 | if ( $queries_debug && $query instanceof Meow_MWAI_Query_Feedback ) { |
| 138 | error_log( '[AI Engine Queries] Feedback query previousResponseId: ' . ( $query->previousResponseId ?? 'null' ) ); |
| 139 | error_log( '[AI Engine Queries] Feedback query historyStrategy: ' . ( $historyStrategy ?? 'null' ) ); |
| 140 | } |
| 141 | |
| 142 | // Handle based on history strategy |
| 143 | // For Responses API, feedback queries MUST use previous_response_id to maintain conversation state |
| 144 | if ( $historyStrategy === 'response_id' && !empty( $query->previousResponseId ) ) { |
| 145 | // Use ResponseIdManager to validate the response ID |
| 146 | if ( $this->core->responseIdManager->is_valid_for_responses_api( $query->previousResponseId ) ) { |
| 147 | // Use incremental mode with previous_response_id |
| 148 | $body['previous_response_id'] = $query->previousResponseId; |
| 149 | |
| 150 | // Debug logging |
| 151 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 152 | if ( $queries_debug ) { |
| 153 | error_log( '[AI Engine Queries] Using previous_response_id: ' . $query->previousResponseId ); |
| 154 | } |
| 155 | } |
| 156 | else { |
| 157 | // Log warning if queries debug is enabled |
| 158 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 159 | if ( $queries_debug ) { |
| 160 | error_log( '[AI Engine Queries] Warning: ' . |
| 161 | Meow_MWAI_FunctionCallException::invalid_response_id( |
| 162 | $query->previousResponseId, |
| 163 | 'Responses API', |
| 164 | 'resp' |
| 165 | )->getMessage() ); |
| 166 | } |
| 167 | // Fall through to full history mode |
| 168 | $historyStrategy = 'full_history'; |
| 169 | } |
| 170 | |
| 171 | } |
| 172 | |
| 173 | // If we're still in response_id mode after validation, use incremental input |
| 174 | if ( $historyStrategy === 'response_id' && !empty( $body['previous_response_id'] ) ) { |
| 175 | // Check if this is a feedback query (function call response) |
| 176 | if ( $query instanceof Meow_MWAI_Query_Feedback && !empty( $query->blocks ) ) { |
| 177 | // For feedback queries with previous_response_id, we need to include: |
| 178 | // 1. The function_call from the model |
| 179 | // 2. The function_call_output with the result |
| 180 | $body['input'] = $this->build_feedback_input_for_responses_api( $query ); |
| 181 | |
| 182 | // Debug: Log the feedback input structure |
| 183 | if ( $queries_debug ) { |
| 184 | error_log( '[AI Engine Queries] Feedback input structure: ' . json_encode( $body['input'], JSON_PRETTY_PRINT ) ); |
| 185 | } |
| 186 | } |
| 187 | else { |
| 188 | // Regular user message |
| 189 | $body['input'] = [ |
| 190 | [ |
| 191 | 'role' => 'user', |
| 192 | 'content' => [ |
| 193 | [ |
| 194 | 'type' => 'input_text', |
| 195 | 'text' => $query->get_message() |
| 196 | ] |
| 197 | ] |
| 198 | ] |
| 199 | ]; |
| 200 | |
| 201 | // Add context if present |
| 202 | if ( !empty( $query->context ) ) { |
| 203 | // Prepend context as a separate input_text in the same message |
| 204 | array_unshift( $body['input'][0]['content'], [ |
| 205 | 'type' => 'input_text', |
| 206 | 'text' => $query->context . "\n\n" |
| 207 | ] ); |
| 208 | } |
| 209 | } |
| 210 | } |
| 211 | else { |
| 212 | // Use full history mode (internal) or when no previous_response_id |
| 213 | |
| 214 | // Build input - always use array format for Responses API |
| 215 | if ( !empty( $query->messages ) || $query->attachedFile || $query instanceof Meow_MWAI_Query_Feedback ) { |
| 216 | $body['input'] = $this->build_responses_input_array( $query ); |
| 217 | } |
| 218 | else { |
| 219 | // Even for simple text, Responses API expects message format |
| 220 | $body['input'] = [ |
| 221 | [ |
| 222 | 'role' => 'user', |
| 223 | 'content' => [ |
| 224 | [ |
| 225 | 'type' => 'input_text', |
| 226 | 'text' => $query->get_message() |
| 227 | ] |
| 228 | ] |
| 229 | ] |
| 230 | ]; |
| 231 | } |
| 232 | |
| 233 | // Add context if present |
| 234 | if ( !empty( $query->context ) ) { |
| 235 | if ( isset( $body['input'] ) && is_string( $body['input'] ) ) { |
| 236 | $body['input'] = $query->context . "\n\n" . $body['input']; |
| 237 | } |
| 238 | else { |
| 239 | // Add context as system message |
| 240 | array_unshift( $body['input'], [ |
| 241 | 'role' => 'system', |
| 242 | 'content' => $query->context |
| 243 | ] ); |
| 244 | } |
| 245 | } |
| 246 | } |
| 247 | |
| 248 | // Parameters |
| 249 | if ( !empty( $query->maxTokens ) ) { |
| 250 | $body['max_output_tokens'] = $query->maxTokens; |
| 251 | } |
| 252 | |
| 253 | if ( !empty( $query->temperature ) && $query->temperature !== 1 ) { |
| 254 | $body['temperature'] = $query->temperature; |
| 255 | } |
| 256 | |
| 257 | // Note: The Responses API does not support the 'n' parameter for multiple results |
| 258 | // Unlike the Chat Completions API, Responses API generates one response at a time |
| 259 | // If multiple results are needed, separate requests must be made |
| 260 | // Reference: https://platform.openai.com/docs/api-reference/responses |
| 261 | if ( !empty( $query->maxResults ) && $query->maxResults > 1 ) { |
| 262 | Meow_MWAI_Logging::warn( 'Responses API does not support multiple results (n parameter). Only one result will be generated.' ); |
| 263 | } |
| 264 | |
| 265 | if ( !empty( $query->stop ) ) { |
| 266 | $body['stop'] = $query->stop; |
| 267 | } |
| 268 | |
| 269 | if ( !empty( $query->responseFormat ) && $query->responseFormat === 'json' ) { |
| 270 | // Responses API uses 'text.format' instead of 'response_format' |
| 271 | $body['text'] = [ |
| 272 | 'format' => [ |
| 273 | 'type' => 'json_object' |
| 274 | ] |
| 275 | ]; |
| 276 | } |
| 277 | |
| 278 | // Function calling - convert to tools |
| 279 | // Include tools when: |
| 280 | // 1. It's the first request (no previous_response_id) |
| 281 | // 2. It's a feedback query (needs full context) |
| 282 | if ( !empty( $query->functions ) && ( empty( $body['previous_response_id'] ) || $query instanceof Meow_MWAI_Query_Feedback ) ) { |
| 283 | $body['tools'] = $this->build_responses_tools( $query->functions ); |
| 284 | } |
| 285 | |
| 286 | |
| 287 | // Add MCP servers if available |
| 288 | if ( isset( $query->mcpServers ) && is_array( $query->mcpServers ) && !empty( $query->mcpServers ) ) { |
| 289 | $mcp_envs = $this->core->get_option( 'mcp_envs' ); |
| 290 | $this->mcpServerCount = count( $query->mcpServers ); |
| 291 | |
| 292 | foreach ( $query->mcpServers as $mcpServer ) { |
| 293 | if ( isset( $mcpServer['id'] ) ) { |
| 294 | // Find the full MCP server configuration by ID |
| 295 | foreach ( $mcp_envs as $env ) { |
| 296 | if ( $env['id'] === $mcpServer['id'] ) { |
| 297 | // Sanitize server label for OpenAI requirements |
| 298 | $server_label = $env['name'] . '_' . $env['id']; |
| 299 | // Remove spaces and special characters |
| 300 | $server_label = preg_replace( '/[^a-zA-Z0-9_]/', '', $server_label ); |
| 301 | // Replace double or tripe underscores with single underscore |
| 302 | $server_label = preg_replace( '/_{2,}/', '_', $server_label ); |
| 303 | // Ensure it starts with a letter |
| 304 | if ( !preg_match( '/^[a-zA-Z]/', $server_label ) ) { |
| 305 | $server_label = 'mcp_' . $server_label; |
| 306 | } |
| 307 | |
| 308 | $mcp_tool = [ |
| 309 | 'type' => 'mcp', |
| 310 | 'server_label' => $server_label, |
| 311 | 'server_url' => $env['url'], |
| 312 | 'require_approval' => 'never' |
| 313 | ]; |
| 314 | |
| 315 | // Add authorization header if available |
| 316 | if ( !empty( $env['token'] ) ) { |
| 317 | $mcp_tool['headers'] = [ |
| 318 | 'Authorization' => 'Bearer ' . $env['token'] |
| 319 | ]; |
| 320 | } |
| 321 | |
| 322 | // Add to tools array |
| 323 | if ( !isset( $body['tools'] ) ) { |
| 324 | $body['tools'] = []; |
| 325 | } |
| 326 | $body['tools'][] = $mcp_tool; |
| 327 | |
| 328 | break; |
| 329 | } |
| 330 | } |
| 331 | } |
| 332 | } |
| 333 | } |
| 334 | |
| 335 | // Add tool_choice parameter if tools are present |
| 336 | if ( !empty( $body['tools'] ) ) { |
| 337 | // Default to 'auto' to let the model choose |
| 338 | $body['tool_choice'] = 'auto'; |
| 339 | } |
| 340 | |
| 341 | // Add tools (web_search, image_generation) if specified |
| 342 | if ( !empty( $query->tools ) && is_array( $query->tools ) ) { |
| 343 | // Ensure tools array exists |
| 344 | if ( !isset( $body['tools'] ) ) { |
| 345 | $body['tools'] = []; |
| 346 | } |
| 347 | |
| 348 | // Add each enabled tool |
| 349 | foreach ( $query->tools as $tool ) { |
| 350 | if ( in_array( $tool, ['web_search', 'image_generation'] ) ) { |
| 351 | $toolConfig = [ 'type' => $tool ]; |
| 352 | |
| 353 | // Image generation requires partial_images when streaming |
| 354 | if ( $tool === 'image_generation' && !empty( $streamCallback ) ) { |
| 355 | $toolConfig['partial_images'] = 1; |
| 356 | } |
| 357 | |
| 358 | $body['tools'][] = $toolConfig; |
| 359 | Meow_MWAI_Logging::log( 'Responses API: Added tool ' . $tool . ' to request' ); |
| 360 | } |
| 361 | } |
| 362 | } |
| 363 | |
| 364 | // Add file_search tool if OpenAI Vector Store is configured |
| 365 | if ( !empty( $query->embeddingsEnvId ) ) { |
| 366 | Meow_MWAI_Logging::log( 'Responses API: Checking embeddings environment - embeddingsEnvId: ' . $query->embeddingsEnvId ); |
| 367 | |
| 368 | $embeddingsEnv = $this->core->get_embeddings_env( $query->embeddingsEnvId ); |
| 369 | |
| 370 | if ( $embeddingsEnv && $embeddingsEnv['type'] === 'openai-vector-store' ) { |
| 371 | Meow_MWAI_Logging::log( 'Responses API: Found OpenAI Vector Store environment' ); |
| 372 | |
| 373 | // Check if the OpenAI environment matches |
| 374 | $openai_env_id = $embeddingsEnv['openai_env_id'] ?? null; |
| 375 | |
| 376 | Meow_MWAI_Logging::log( 'Responses API: Comparing environments - embeddings OpenAI env: ' . ( $openai_env_id ?? 'null' ) . ', current env: ' . $this->envId ); |
| 377 | |
| 378 | if ( $openai_env_id === $this->envId && !empty( $embeddingsEnv['store_id'] ) ) { |
| 379 | // Ensure tools array exists |
| 380 | if ( !isset( $body['tools'] ) ) { |
| 381 | $body['tools'] = []; |
| 382 | } |
| 383 | |
| 384 | // Add file_search tool with vector store ID |
| 385 | $body['tools'][] = [ |
| 386 | 'type' => 'file_search', |
| 387 | 'vector_store_ids' => [ $embeddingsEnv['store_id'] ] |
| 388 | ]; |
| 389 | |
| 390 | Meow_MWAI_Logging::log( 'Responses API: Added file_search tool with vector store: ' . $embeddingsEnv['store_id'] ); |
| 391 | } else { |
| 392 | if ( $openai_env_id !== $this->envId ) { |
| 393 | Meow_MWAI_Logging::log( 'Responses API: Environment mismatch - file_search tool not added' ); |
| 394 | } |
| 395 | if ( empty( $embeddingsEnv['store_id'] ) ) { |
| 396 | Meow_MWAI_Logging::log( 'Responses API: No store_id configured - file_search tool not added' ); |
| 397 | } |
| 398 | } |
| 399 | } else { |
| 400 | Meow_MWAI_Logging::log( 'Responses API: Embeddings environment is not OpenAI Vector Store type (type: ' . ( $embeddingsEnv['type'] ?? 'null' ) . ')' ); |
| 401 | } |
| 402 | } else { |
| 403 | Meow_MWAI_Logging::log( 'Responses API: No embeddingsEnvId in query - file_search tool not added' ); |
| 404 | } |
| 405 | |
| 406 | // Note: Responses API doesn't support stream_options parameter |
| 407 | // Usage tracking is handled differently in the streaming response |
| 408 | } |
| 409 | else if ( $query instanceof Meow_MWAI_Query_Image ) { |
| 410 | // For image generation, we can use the integrated approach |
| 411 | if ( $query->model === 'gpt-image-1' ) { |
| 412 | $body['tools'] = [[ |
| 413 | 'type' => 'image_generation' |
| 414 | ]]; |
| 415 | $body['input'] = $query->get_message(); |
| 416 | } |
| 417 | else { |
| 418 | // Fallback to old API for DALL-E models |
| 419 | return $this->build_body( $query, $streamCallback ); |
| 420 | } |
| 421 | } |
| 422 | |
| 423 | // Debug logging for feedback queries |
| 424 | if ( $query instanceof Meow_MWAI_Query_Feedback ) { |
| 425 | Meow_MWAI_Logging::log( 'Responses API: Feedback query body: ' . json_encode( $body ) ); |
| 426 | } |
| 427 | |
| 428 | |
| 429 | return $body; |
| 430 | } |
| 431 | |
| 432 | /** |
| 433 | * Build tool messages for feedback when using previous_response_id |
| 434 | */ |
| 435 | protected function build_tool_messages_for_feedback( $query ) { |
| 436 | $messages = []; |
| 437 | |
| 438 | if ( $query instanceof Meow_MWAI_Query_Feedback && !empty( $query->blocks ) ) { |
| 439 | foreach ( $query->blocks as $block ) { |
| 440 | if ( isset( $block['feedbacks'] ) ) { |
| 441 | foreach ( $block['feedbacks'] as $feedback ) { |
| 442 | // Get the tool call ID from the original request |
| 443 | $toolId = $feedback['request']['toolId'] ?? null; |
| 444 | |
| 445 | if ( $toolId ) { |
| 446 | // According to Responses API spec, tool results should use role:"tool" |
| 447 | $toolMessage = [ |
| 448 | 'role' => 'tool', |
| 449 | 'tool_call_id' => $toolId, |
| 450 | 'content' => [ |
| 451 | [ |
| 452 | 'type' => 'tool_result', |
| 453 | 'tool_result' => (string) ( $feedback['reply']['value'] ?? '' ) |
| 454 | ] |
| 455 | ] |
| 456 | ]; |
| 457 | $messages[] = $toolMessage; |
| 458 | |
| 459 | Meow_MWAI_Logging::log( 'Responses API: Added tool result with tool_call_id ' . $toolId . ' - Message: ' . json_encode( $toolMessage ) ); |
| 460 | } |
| 461 | } |
| 462 | } |
| 463 | } |
| 464 | } |
| 465 | |
| 466 | return $messages; |
| 467 | } |
| 468 | |
| 469 | /** |
| 470 | * Build input array for complex message structures |
| 471 | */ |
| 472 | protected function build_responses_input_array( $query ) { |
| 473 | // Use the MessageBuilder service for streamlined message building |
| 474 | $messages = $this->core->messageBuilder->build_responses_api_messages( $query ); |
| 475 | |
| 476 | // Note: Function result events are now emitted centrally in core.php |
| 477 | // when the function is actually executed |
| 478 | |
| 479 | // Debug logging |
| 480 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 481 | if ( $queries_debug && $query instanceof Meow_MWAI_Query_Feedback ) { |
| 482 | error_log( '[AI Engine Queries] Feedback query messages order:' ); |
| 483 | foreach ( $messages as $idx => $msg ) { |
| 484 | if ( isset( $msg['type'] ) ) { |
| 485 | $log_msg = ' [' . $idx . '] ' . $msg['type']; |
| 486 | if ( $msg['type'] === 'function_call' ) { |
| 487 | $log_msg .= ' - ' . ( $msg['name'] ?? 'unknown' ) . ' (call_id: ' . ( $msg['call_id'] ?? 'none' ) . ')'; |
| 488 | } |
| 489 | elseif ( $msg['type'] === 'function_call_output' ) { |
| 490 | $log_msg .= ' (call_id: ' . ( $msg['call_id'] ?? 'none' ) . ', output: ' . substr( $msg['output'] ?? '', 0, 50 ) . ')'; |
| 491 | } |
| 492 | error_log( '[AI Engine Queries]' . $log_msg ); |
| 493 | } |
| 494 | elseif ( isset( $msg['role'] ) ) { |
| 495 | $content_preview = ''; |
| 496 | if ( isset( $msg['content'] ) ) { |
| 497 | if ( is_string( $msg['content'] ) ) { |
| 498 | $content_preview = ' - "' . substr( $msg['content'], 0, 50 ) . '"'; |
| 499 | } |
| 500 | elseif ( is_array( $msg['content'] ) && isset( $msg['content'][0]['text'] ) ) { |
| 501 | $content_preview = ' - "' . substr( $msg['content'][0]['text'], 0, 50 ) . '"'; |
| 502 | } |
| 503 | elseif ( is_array( $msg['content'] ) && isset( $msg['content'][0]['type'] ) && $msg['content'][0]['type'] === 'input_text' ) { |
| 504 | $content_preview = ' - "' . substr( $msg['content'][0]['text'] ?? '', 0, 50 ) . '"'; |
| 505 | } |
| 506 | } |
| 507 | error_log( '[AI Engine Queries] [' . $idx . '] ' . $msg['role'] . $content_preview ); |
| 508 | } |
| 509 | } |
| 510 | } |
| 511 | |
| 512 | return $messages; |
| 513 | } |
| 514 | |
| 515 | /** |
| 516 | * Convert functions to Responses API tools format |
| 517 | */ |
| 518 | protected function build_responses_tools( $functions ) { |
| 519 | $tools = []; |
| 520 | |
| 521 | foreach ( $functions as $function ) { |
| 522 | $functionData = $function->serializeForOpenAI(); |
| 523 | |
| 524 | // Ensure the function data has all required fields |
| 525 | if ( !isset( $functionData['name'] ) || empty( $functionData['name'] ) ) { |
| 526 | Meow_MWAI_Logging::warn( 'Function missing required name field' ); |
| 527 | continue; |
| 528 | } |
| 529 | |
| 530 | // Responses API expects a flatter structure |
| 531 | $parameters = $functionData['parameters'] ?? null; |
| 532 | |
| 533 | // Ensure parameters has the correct structure |
| 534 | if ( !$parameters ) { |
| 535 | $parameters = [ |
| 536 | 'type' => 'object', |
| 537 | 'properties' => new stdClass(), |
| 538 | 'required' => [] |
| 539 | ]; |
| 540 | } |
| 541 | else { |
| 542 | // Ensure properties is an object, not an array when empty |
| 543 | if ( isset( $parameters['properties'] ) && |
| 544 | is_array( $parameters['properties'] ) && |
| 545 | empty( $parameters['properties'] ) ) { |
| 546 | $parameters['properties'] = new stdClass(); |
| 547 | } |
| 548 | } |
| 549 | |
| 550 | $tool = [ |
| 551 | 'type' => 'function', |
| 552 | 'name' => $functionData['name'], |
| 553 | 'description' => $functionData['description'] ?? '', |
| 554 | 'parameters' => $parameters, |
| 555 | 'strict' => false // Set to false for now, can be made configurable later |
| 556 | ]; |
| 557 | |
| 558 | $tools[] = $tool; |
| 559 | } |
| 560 | |
| 561 | return $tools; |
| 562 | } |
| 563 | |
| 564 | /** |
| 565 | * Build feedback input for Responses API when using previous_response_id. |
| 566 | * |
| 567 | * The Responses API requires a very specific format for function results: |
| 568 | * 1. Echo the exact function_call message from the model |
| 569 | * 2. Provide the function_call_output with matching call_id |
| 570 | * |
| 571 | * This method extracts these from the feedback blocks and formats them correctly. |
| 572 | * |
| 573 | * @param Meow_MWAI_Query_Feedback $query The feedback query containing function results |
| 574 | * @return array Array of messages in Responses API format |
| 575 | */ |
| 576 | protected function build_feedback_input_for_responses_api( $query ) { |
| 577 | // Use the MessageBuilder service for streamlined message building |
| 578 | $messages = $this->core->messageBuilder->build_feedback_only_messages( $query ); |
| 579 | |
| 580 | // For Responses API, the input should be wrapped in a specific structure |
| 581 | // According to OpenAI docs, function results should be sent as an array of messages |
| 582 | return $messages; |
| 583 | } |
| 584 | |
| 585 | /** |
| 586 | * Build URL for Responses API |
| 587 | */ |
| 588 | protected function build_responses_url() { |
| 589 | if ( $this->envType === 'azure' ) { |
| 590 | // Azure uses a different URL structure |
| 591 | $endpoint = isset( $this->env['endpoint'] ) ? $this->env['endpoint'] : null; |
| 592 | $url = trailingslashit( $endpoint ) . 'openai/responses?' . $this->azureApiVersion; |
| 593 | } |
| 594 | else { |
| 595 | $endpoint = apply_filters( 'mwai_openai_endpoint', 'https://api.openai.com/v1', $this->env ); |
| 596 | $url = trailingslashit( $endpoint ) . 'responses'; |
| 597 | } |
| 598 | |
| 599 | return $url; |
| 600 | } |
| 601 | |
| 602 | /** |
| 603 | * Handle Responses API streaming data |
| 604 | */ |
| 605 | protected function responses_stream_data_handler( $json ) { |
| 606 | $content = null; |
| 607 | static $currentItemType = null; // Track the current output item type |
| 608 | // Load event helper |
| 609 | if ( !class_exists( 'Meow_MWAI_Event' ) ) { |
| 610 | require_once MWAI_PATH . '/classes/event.php'; |
| 611 | } |
| 612 | |
| 613 | // Get response metadata |
| 614 | if ( isset( $json['id'] ) ) { |
| 615 | $this->inId = $json['id']; |
| 616 | Meow_MWAI_Logging::log( 'Responses API Streaming: Found response ID in stream: ' . $this->inId ); |
| 617 | } |
| 618 | if ( isset( $json['model'] ) ) { |
| 619 | $this->inModel = $json['model']; |
| 620 | } |
| 621 | |
| 622 | // Handle different event types for Responses API |
| 623 | $eventType = $json['type'] ?? null; |
| 624 | |
| 625 | // Debug streaming events |
| 626 | if ( isset( $_GET['debug_mcp'] ) ) { |
| 627 | error_log( 'AI_ENGINE_DEBUG: Streaming type: ' . ( $eventType ?? 'no_type' ) . ' - Data: ' . json_encode( $json ) ); |
| 628 | } |
| 629 | |
| 630 | switch ( $eventType ) { |
| 631 | // ===== LIFECYCLE EVENTS ===== |
| 632 | |
| 633 | case 'response.created': |
| 634 | // Emitted when a response object is created - contains initial response metadata |
| 635 | $response = $json['response'] ?? []; |
| 636 | $this->inId = $response['id'] ?? null; |
| 637 | $this->inModel = $response['model'] ?? null; |
| 638 | if ( $this->inId ) { |
| 639 | } |
| 640 | break; |
| 641 | |
| 642 | case 'response.queued': |
| 643 | // Response is queued and waiting to start processing |
| 644 | // We can log this for debugging purposes |
| 645 | Meow_MWAI_Logging::log( 'Responses API: Response queued for processing' ); |
| 646 | break; |
| 647 | |
| 648 | case 'response.in_progress': |
| 649 | // Emitted repeatedly while the response is being generated |
| 650 | // Contains partial response state but typically not used for streaming text |
| 651 | break; |
| 652 | |
| 653 | case 'response.completed': |
| 654 | // Response is fully generated - extract any function calls from completed output |
| 655 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 656 | error_log( '[AI Engine Queries] Current streamToolCalls count: ' . count( $this->streamToolCalls ) ); |
| 657 | } |
| 658 | |
| 659 | $response = $json['response'] ?? []; |
| 660 | $outputs = $response['output'] ?? []; |
| 661 | |
| 662 | foreach ( $outputs as $idx => $output ) { |
| 663 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 664 | error_log( '[AI Engine Queries] Output ' . $idx . ' type: ' . ( $output['type'] ?? 'unknown' ) . ', status: ' . ( $output['status'] ?? 'no-status' ) ); |
| 665 | } |
| 666 | |
| 667 | if ( isset( $output['type'] ) && $output['type'] === 'function_call' && |
| 668 | isset( $output['status'] ) && $output['status'] === 'completed' ) { |
| 669 | // Note: Responses API uses 'call_id' not 'id' for function calls |
| 670 | $callId = $output['call_id'] ?? $output['id'] ?? null; |
| 671 | $functionName = $output['name'] ?? ''; |
| 672 | |
| 673 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 674 | error_log( '[AI Engine Queries] Processing function_call: ' . $functionName . ' (id: ' . $callId . ')' ); |
| 675 | } |
| 676 | |
| 677 | // IMPORTANT: Deduplicate function calls |
| 678 | // OpenAI sends the same function call in both response.output_item.done |
| 679 | // and response.completed events. We track call IDs to avoid duplicates. |
| 680 | if ( in_array( $callId, $this->seenCallIds, true ) ) { |
| 681 | // Skip duplicate - already processed in response.output_item.done |
| 682 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 683 | error_log( '[AI Engine Queries] Skipping duplicate call ID: ' . $callId ); |
| 684 | } |
| 685 | continue; |
| 686 | } |
| 687 | |
| 688 | // First time seeing this call ID - add it |
| 689 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 690 | error_log( '[AI Engine Queries] response.completed adding tool call: ' . $functionName . ' (id: ' . $callId . ')' ); |
| 691 | } |
| 692 | $this->seenCallIds[] = $callId; |
| 693 | $this->streamToolCalls[] = [ |
| 694 | 'id' => $callId, |
| 695 | 'type' => 'function', |
| 696 | 'function' => [ |
| 697 | 'name' => $functionName, |
| 698 | 'arguments' => $output['arguments'] ?? '{}' |
| 699 | ] |
| 700 | ]; |
| 701 | } |
| 702 | } |
| 703 | break; |
| 704 | |
| 705 | case 'response.incomplete': |
| 706 | // Response stopped before completion (e.g., max_tokens reached) |
| 707 | $details = $json['response']['incomplete_details'] ?? []; |
| 708 | Meow_MWAI_Logging::warn( 'Responses API: Response incomplete - ' . json_encode( $details ) ); |
| 709 | break; |
| 710 | |
| 711 | case 'response.failed': |
| 712 | // Response generation failed |
| 713 | $error = $json['response']['error'] ?? []; |
| 714 | $message = $error['message'] ?? 'Response generation failed'; |
| 715 | throw new Exception( $message ); |
| 716 | |
| 717 | // ===== OUTPUT ITEM EVENTS ===== |
| 718 | |
| 719 | case 'response.output_item.added': |
| 720 | // New output item added (e.g., message, function_call, etc.) |
| 721 | // Track the type of the current output item |
| 722 | if ( isset( $json['item'] ) && isset( $json['item']['type'] ) ) { |
| 723 | $item = $json['item']; |
| 724 | $itemType = $item['type']; |
| 725 | $currentItemType = $itemType; |
| 726 | |
| 727 | // Don't emit events here for web search or image generation - wait for more specific events |
| 728 | // This prevents duplicate events |
| 729 | |
| 730 | // If it's an MCP call, store the tool name |
| 731 | if ( $itemType === 'mcp_call' && isset( $item['id'] ) && isset( $item['name'] ) ) { |
| 732 | $this->mcpToolNames[$item['id']] = $item['name']; |
| 733 | Meow_MWAI_Logging::log( 'Responses API: MCP tool call added - ' . $item['name'] . ' (id: ' . $item['id'] . ')' ); |
| 734 | |
| 735 | if ( $this->currentDebugMode ) { |
| 736 | $event = Meow_MWAI_Event::mcp_calling( $item['name'], $item['id'] ) |
| 737 | ->set_metadata( 'name', $item['name'] ) |
| 738 | ->set_metadata( 'server_label', $item['server_label'] ?? null ); |
| 739 | call_user_func( $this->streamCallback, $event ); |
| 740 | } |
| 741 | } |
| 742 | } |
| 743 | break; |
| 744 | |
| 745 | case 'response.output_item.done': |
| 746 | // Output item completed - check for MCP approval requests or tool lists |
| 747 | if ( isset( $json['item'] ) && isset( $json['item']['type'] ) ) { |
| 748 | $item = $json['item']; |
| 749 | $itemType = $item['type']; |
| 750 | |
| 751 | // Reset current item type when we complete a message item |
| 752 | if ( $itemType === 'message' ) { |
| 753 | $currentItemType = null; |
| 754 | } |
| 755 | |
| 756 | if ( $itemType === 'function_call' ) { |
| 757 | // Regular function call completed - send event |
| 758 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 759 | $event = Meow_MWAI_Event::function_calling( $item['name'] ?? 'unknown', json_decode( $item['arguments'] ?? '{}', true ) ) |
| 760 | ->set_metadata( 'call_id', $item['call_id'] ?? null ); |
| 761 | call_user_func( $this->streamCallback, $event ); |
| 762 | } |
| 763 | |
| 764 | // Add to streamToolCalls for execution |
| 765 | // Note: Responses API uses 'call_id' not 'id' for function calls |
| 766 | $callId = $item['call_id'] ?? $item['id'] ?? null; |
| 767 | $functionName = $item['name'] ?? ''; |
| 768 | |
| 769 | // Add to our deduplication tracking |
| 770 | // We process function calls here as they complete individually during streaming |
| 771 | // The response.completed event will also try to add them, so we track IDs |
| 772 | if ( !in_array( $callId, $this->seenCallIds, true ) ) { |
| 773 | $this->seenCallIds[] = $callId; |
| 774 | |
| 775 | $this->streamToolCalls[] = [ |
| 776 | 'id' => $callId, |
| 777 | 'type' => 'function', |
| 778 | 'function' => [ |
| 779 | 'name' => $functionName, |
| 780 | 'arguments' => $item['arguments'] ?? '{}' |
| 781 | ] |
| 782 | ]; |
| 783 | } |
| 784 | } |
| 785 | elseif ( $itemType === 'mcp_approval_request' ) { |
| 786 | // IMPORTANT: MCP (Model Context Protocol) tools are executed remotely by OpenAI |
| 787 | // Unlike regular function calls, MCP tools do NOT need local execution |
| 788 | // Therefore, we should NOT add them to streamToolCalls array |
| 789 | // This prevents creation of unnecessary feedback queries and second response cycles |
| 790 | Meow_MWAI_Logging::log( 'Responses API: MCP approval request for ' . $item['name'] . ' from server ' . $item['server_label'] . ' (handled remotely)' ); |
| 791 | } |
| 792 | elseif ( $item['type'] === 'mcp_call' ) { |
| 793 | // IMPORTANT: MCP calls are already executed remotely by OpenAI's infrastructure |
| 794 | // The result is included in the same response stream |
| 795 | // We must NOT add these to streamToolCalls to avoid duplicate execution attempts |
| 796 | Meow_MWAI_Logging::log( 'Responses API: MCP call completed - ' . $item['name'] . ' (already executed remotely)' ); |
| 797 | |
| 798 | // Send event for completed MCP call when debug is enabled |
| 799 | if ( $this->currentDebugMode && isset( $item['name'] ) ) { |
| 800 | $args = json_decode( $item['arguments'] ?? '{}', true ); |
| 801 | $output = $item['output'] ?? null; |
| 802 | |
| 803 | // Skip the tool_call event for MCP calls since we already sent mcp_tool_call |
| 804 | // This prevents duplicate events in the UI |
| 805 | |
| 806 | // Then send a separate event for the tool result |
| 807 | if ( $output ) { |
| 808 | // Format the output preview |
| 809 | $outputPreview = is_array( $output ) ? json_encode( $output ) : (string) $output; |
| 810 | if ( strlen( $outputPreview ) > 100 ) { |
| 811 | $outputPreview = substr( $outputPreview, 0, 100 ) . '...'; |
| 812 | } |
| 813 | |
| 814 | $resultEvent = Meow_MWAI_Event::mcp_result( $item['name'] ) |
| 815 | ->set_metadata( 'output', $output ); |
| 816 | call_user_func( $this->streamCallback, $resultEvent ); |
| 817 | } |
| 818 | |
| 819 | // Don't return content since we've already sent events |
| 820 | $content = null; |
| 821 | } |
| 822 | } |
| 823 | elseif ( $itemType === 'web_search_call' ) { |
| 824 | // Web search completed - don't emit event here |
| 825 | // The event will be emitted by the response.web_search_call.completed handler |
| 826 | // This prevents duplicate events |
| 827 | Meow_MWAI_Logging::log( 'Responses API: Web search output item completed (event handled by specific handler)' ); |
| 828 | } |
| 829 | elseif ( $itemType === 'image_generation_call' ) { |
| 830 | // Image generation completed |
| 831 | Meow_MWAI_Logging::log( 'Responses API: Image generation output item completed' ); |
| 832 | |
| 833 | // Extract the base64 image from the result |
| 834 | if ( isset( $item['result'] ) ) { |
| 835 | $base64Image = $item['result']; |
| 836 | |
| 837 | // Store the image for later processing |
| 838 | if ( !isset( $this->streamImages ) ) { |
| 839 | $this->streamImages = []; |
| 840 | } |
| 841 | |
| 842 | $this->streamImages[] = $base64Image; |
| 843 | |
| 844 | Meow_MWAI_Logging::log( 'Responses API: Stored generated image (base64 length: ' . strlen( $base64Image ) . ')' ); |
| 845 | } |
| 846 | } |
| 847 | elseif ( $item['type'] === 'mcp_list_tools' ) { |
| 848 | // MCP tools list discovered |
| 849 | $server_label = $item['server_label'] ?? 'unknown'; |
| 850 | $tools_count = isset( $item['tools'] ) ? count( $item['tools'] ) : 0; |
| 851 | $this->mcpTotalToolCount += $tools_count; |
| 852 | Meow_MWAI_Logging::log( 'Responses API: MCP tools list from server ' . $server_label . ' containing ' . $tools_count . ' tools' ); |
| 853 | |
| 854 | // Send event for tools discovery using the aggregated format |
| 855 | if ( $this->currentDebugMode ) { |
| 856 | $serverCount = $this->mcpServerCount > 0 ? $this->mcpServerCount : 1; |
| 857 | $event = Meow_MWAI_Event::mcp_discovery( $serverCount, $this->mcpTotalToolCount ); |
| 858 | call_user_func( $this->streamCallback, $event ); |
| 859 | } |
| 860 | |
| 861 | // Log first few tools for debugging |
| 862 | if ( isset( $item['tools'] ) && is_array( $item['tools'] ) ) { |
| 863 | $sample_tools = array_slice( $item['tools'], 0, 3 ); |
| 864 | foreach ( $sample_tools as $tool ) { |
| 865 | Meow_MWAI_Logging::log( 'Responses API: MCP tool "' . ( $tool['name'] ?? 'unnamed' ) . '": ' . ( $tool['description'] ?? 'no description' ) ); |
| 866 | } |
| 867 | if ( $tools_count > 3 ) { |
| 868 | Meow_MWAI_Logging::log( 'Responses API: ... and ' . ( $tools_count - 3 ) . ' more tools' ); |
| 869 | } |
| 870 | } |
| 871 | } |
| 872 | } |
| 873 | break; |
| 874 | |
| 875 | // ===== CONTENT PART EVENTS ===== |
| 876 | |
| 877 | case 'response.content_part.added': |
| 878 | // New content part added to an output item |
| 879 | // Indicates start of a new content section (text, image, etc.) |
| 880 | // Check if this is MCP-related content that shouldn't be shown |
| 881 | if ( isset( $json['part']['type'] ) ) { |
| 882 | $partType = $json['part']['type']; |
| 883 | |
| 884 | // Just log the part type for debugging |
| 885 | // We can use this info later if needed |
| 886 | } |
| 887 | break; |
| 888 | |
| 889 | case 'response.content_part.done': |
| 890 | // Content part is finalized |
| 891 | // No more deltas will be sent for this content part |
| 892 | break; |
| 893 | |
| 894 | // ===== TEXT STREAMING EVENTS ===== |
| 895 | |
| 896 | case 'response.output_text.delta': |
| 897 | // Streaming text chunk for the current content part |
| 898 | if ( isset( $json['delta'] ) ) { |
| 899 | // Send a status event for the first content chunk |
| 900 | if ( $this->currentDebugMode && !isset( $this->contentStarted ) ) { |
| 901 | $this->contentStarted = true; |
| 902 | $statusEvent = Meow_MWAI_Event::generating_response(); |
| 903 | call_user_func( $this->streamCallback, $statusEvent ); |
| 904 | } |
| 905 | $content = $json['delta']; |
| 906 | } |
| 907 | break; |
| 908 | |
| 909 | case 'response.output_text.done': |
| 910 | // Final text for the content part |
| 911 | // Contains the complete accumulated text |
| 912 | // Don't send response_completed here - ChatbotContext adds "Request completed" |
| 913 | unset( $this->contentStarted ); |
| 914 | break; |
| 915 | |
| 916 | case 'response.refusal.delta': |
| 917 | // Streaming refusal message chunk |
| 918 | // Model is refusing to generate the requested content |
| 919 | if ( isset( $json['delta'] ) ) { |
| 920 | // We might want to stream refusals as regular content |
| 921 | $content = $json['delta']; |
| 922 | } |
| 923 | break; |
| 924 | |
| 925 | case 'response.refusal.done': |
| 926 | // Final refusal message |
| 927 | // Contains the complete refusal reason |
| 928 | break; |
| 929 | |
| 930 | case 'response.function_call_arguments.delta': |
| 931 | // Streaming JSON arguments for a function call |
| 932 | // We don't stream these to UI as they're not human-readable |
| 933 | break; |
| 934 | |
| 935 | case 'response.function_call_arguments.done': |
| 936 | // Complete function call arguments |
| 937 | // Already handled in response.output_item.done for function_call type |
| 938 | break; |
| 939 | |
| 940 | // ===== FILE & WEB SEARCH EVENTS ===== |
| 941 | |
| 942 | case 'response.file_search_call.in_progress': |
| 943 | // File search started |
| 944 | Meow_MWAI_Logging::log( 'Responses API: File search in progress' ); |
| 945 | break; |
| 946 | |
| 947 | case 'response.file_search_call.searching': |
| 948 | // Actively searching files |
| 949 | break; |
| 950 | |
| 951 | case 'response.file_search_call.completed': |
| 952 | // File search finished |
| 953 | break; |
| 954 | |
| 955 | case 'response.web_search_call.in_progress': |
| 956 | // Web search started - only emit one event at the start |
| 957 | Meow_MWAI_Logging::log( 'Responses API: Web search in progress' ); |
| 958 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 959 | $event = Meow_MWAI_Event::status( 'Searching the web...' ); |
| 960 | call_user_func( $this->streamCallback, $event ); |
| 961 | } |
| 962 | break; |
| 963 | |
| 964 | case 'response.web_search_call.searching': |
| 965 | // Actively searching - don't emit duplicate events |
| 966 | if ( isset( $json['query'] ) ) { |
| 967 | Meow_MWAI_Logging::log( 'Responses API: Searching for: ' . $json['query'] ); |
| 968 | } |
| 969 | break; |
| 970 | |
| 971 | case 'response.web_search_call.completed': |
| 972 | // Web search finished |
| 973 | Meow_MWAI_Logging::log( 'Responses API: Web search completed' ); |
| 974 | |
| 975 | // The completed event doesn't contain results, just metadata |
| 976 | // Results are likely embedded in the model's response text |
| 977 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 978 | $message = 'Web search completed'; |
| 979 | $event = Meow_MWAI_Event::status( $message ); |
| 980 | call_user_func( $this->streamCallback, $event ); |
| 981 | } |
| 982 | break; |
| 983 | |
| 984 | // ===== IMAGE GENERATION EVENTS ===== |
| 985 | |
| 986 | case 'response.image_generation_call.in_progress': |
| 987 | // Image generation started |
| 988 | Meow_MWAI_Logging::log( 'Responses API: Image generation in progress' ); |
| 989 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 990 | $event = Meow_MWAI_Event::status( 'Generating image...' ); |
| 991 | call_user_func( $this->streamCallback, $event ); |
| 992 | } |
| 993 | break; |
| 994 | |
| 995 | case 'response.image_generation_call.generating': |
| 996 | // Image is being generated |
| 997 | break; |
| 998 | |
| 999 | case 'response.image_generation_call.partial_image': |
| 1000 | // Partial image data (base64) |
| 1001 | // Could be used for progressive image display |
| 1002 | if ( isset( $json['partial_image_b64'] ) ) { |
| 1003 | Meow_MWAI_Logging::log( 'Responses API: Received partial image index ' . ( $json['partial_image_index'] ?? 'unknown' ) ); |
| 1004 | // For now, we don't display partial images, but we could in the future |
| 1005 | } |
| 1006 | break; |
| 1007 | |
| 1008 | case 'response.image_generation_call.completed': |
| 1009 | // Image generation finished |
| 1010 | Meow_MWAI_Logging::log( 'Responses API: Image generation completed' ); |
| 1011 | |
| 1012 | // Note: The actual image data comes in response.output_item.done event |
| 1013 | // This event just signals completion |
| 1014 | |
| 1015 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 1016 | $event = Meow_MWAI_Event::status( 'Image generated.' ); |
| 1017 | call_user_func( $this->streamCallback, $event ); |
| 1018 | } |
| 1019 | break; |
| 1020 | |
| 1021 | // ===== MCP (Model Context Protocol) EVENTS ===== |
| 1022 | |
| 1023 | case 'response.mcp_call.in_progress': |
| 1024 | // MCP tool call is running |
| 1025 | $itemId = $json['item_id'] ?? null; |
| 1026 | $toolName = isset( $this->mcpToolNames[$itemId] ) ? $this->mcpToolNames[$itemId] : 'unknown'; |
| 1027 | |
| 1028 | Meow_MWAI_Logging::log( 'Responses API: MCP tool call in progress - ' . $toolName ); |
| 1029 | break; |
| 1030 | |
| 1031 | case 'response.mcp_call.arguments.delta': |
| 1032 | case 'response.mcp_call_arguments.delta': |
| 1033 | // Streaming arguments for MCP tool call |
| 1034 | // Don't stream these JSON arguments to the UI |
| 1035 | // These contain the function parameters like {"post_type":"post",...} |
| 1036 | break; |
| 1037 | |
| 1038 | case 'response.mcp_call.arguments.done': |
| 1039 | case 'response.mcp_call_arguments.done': |
| 1040 | // Complete arguments for MCP tool call |
| 1041 | break; |
| 1042 | |
| 1043 | case 'response.mcp_call.completed': |
| 1044 | // MCP tool call succeeded |
| 1045 | break; |
| 1046 | |
| 1047 | case 'response.mcp_call.failed': |
| 1048 | // MCP tool call failed |
| 1049 | $error = $json['error'] ?? []; |
| 1050 | Meow_MWAI_Logging::error( 'Responses API: MCP tool call failed - ' . ( $error['message'] ?? 'Unknown error' ) ); |
| 1051 | break; |
| 1052 | |
| 1053 | case 'response.mcp_list_tools.in_progress': |
| 1054 | // Listing MCP tools has started |
| 1055 | Meow_MWAI_Logging::log( 'Responses API: MCP tools discovery in progress' ); |
| 1056 | break; |
| 1057 | |
| 1058 | case 'response.mcp_list_tools.completed': |
| 1059 | // MCP tools listing completed successfully |
| 1060 | break; |
| 1061 | |
| 1062 | case 'response.mcp_list_tools.failed': |
| 1063 | // MCP tools listing failed |
| 1064 | $error = $json['error'] ?? []; |
| 1065 | $message = 'MCP tools listing failed: ' . ( $error['message'] ?? 'Unknown error' ); |
| 1066 | Meow_MWAI_Logging::error( 'Responses API: ' . $message ); |
| 1067 | throw new Exception( $message ); |
| 1068 | break; |
| 1069 | |
| 1070 | // ===== REASONING EVENTS (for o1/o3 models) ===== |
| 1071 | |
| 1072 | case 'response.reasoning.delta': |
| 1073 | // Streaming reasoning text chunk |
| 1074 | // Internal reasoning process of the model |
| 1075 | break; |
| 1076 | |
| 1077 | case 'response.reasoning.done': |
| 1078 | // Complete reasoning text |
| 1079 | break; |
| 1080 | |
| 1081 | case 'response.reasoning_summary_part.added': |
| 1082 | // New reasoning summary part added |
| 1083 | break; |
| 1084 | |
| 1085 | case 'response.reasoning_summary_part.done': |
| 1086 | // Reasoning summary part completed |
| 1087 | break; |
| 1088 | |
| 1089 | case 'response.reasoning_summary_text.delta': |
| 1090 | // Streaming reasoning summary text |
| 1091 | break; |
| 1092 | |
| 1093 | case 'response.reasoning_summary_text.done': |
| 1094 | // Complete reasoning summary |
| 1095 | break; |
| 1096 | |
| 1097 | // ===== ANNOTATION EVENTS ===== |
| 1098 | |
| 1099 | case 'response.output_text_annotation.added': |
| 1100 | case 'response.output_text.annotation.added': |
| 1101 | // Text annotation added (e.g., citations, references) |
| 1102 | // Can be used to add metadata to generated text |
| 1103 | break; |
| 1104 | |
| 1105 | case 'response.completed': |
| 1106 | // Response fully completed - function calls are already handled in response.output_item.done |
| 1107 | break; |
| 1108 | |
| 1109 | // ===== ERROR EVENTS ===== |
| 1110 | |
| 1111 | case 'error': |
| 1112 | // Generic error event |
| 1113 | $error = $json['error'] ?? $json; |
| 1114 | $message = $error['message'] ?? 'Unknown error occurred'; |
| 1115 | $code = $error['code'] ?? null; |
| 1116 | if ( $code ) { |
| 1117 | $message .= " (Code: $code)"; |
| 1118 | } |
| 1119 | throw new Exception( $message ); |
| 1120 | |
| 1121 | default: |
| 1122 | // Unknown event type - log for debugging |
| 1123 | Meow_MWAI_Logging::error( 'Responses API: Unknown event type: ' . $eventType ); |
| 1124 | |
| 1125 | // Check if this might be a different streaming format |
| 1126 | if ( isset( $json['delta'] ) && is_string( $json['delta'] ) ) { |
| 1127 | $content = $json['delta']; |
| 1128 | } |
| 1129 | elseif ( isset( $json['content'] ) && is_string( $json['content'] ) ) { |
| 1130 | $content = $json['content']; |
| 1131 | } |
| 1132 | } |
| 1133 | |
| 1134 | // Handle usage data |
| 1135 | $usage = $json['usage'] ?? []; |
| 1136 | if ( isset( $usage['input_tokens'], $usage['output_tokens'] ) ) { |
| 1137 | $this->streamInTokens = (int) $usage['input_tokens']; |
| 1138 | $this->streamOutTokens = (int) $usage['output_tokens']; |
| 1139 | if ( isset( $usage['cost'] ) ) { |
| 1140 | $this->streamCost = (float) $usage['cost']; |
| 1141 | } |
| 1142 | } |
| 1143 | |
| 1144 | return $content; |
| 1145 | } |
| 1146 | |
| 1147 | /** |
| 1148 | * Override stream data handler to support both APIs |
| 1149 | */ |
| 1150 | protected function stream_data_handler( $json ) { |
| 1151 | // Check if this is a Responses API event (uses 'type' field) |
| 1152 | if ( isset( $json['type'] ) && strpos( $json['type'], 'response.' ) === 0 ) { |
| 1153 | return $this->responses_stream_data_handler( $json ); |
| 1154 | } |
| 1155 | |
| 1156 | // Fallback to ChatML handler |
| 1157 | return parent::stream_data_handler( $json ); |
| 1158 | } |
| 1159 | |
| 1160 | /** |
| 1161 | * Override reset to include OpenAI-specific state |
| 1162 | */ |
| 1163 | protected function reset_request_state() { |
| 1164 | parent::reset_request_state(); |
| 1165 | |
| 1166 | // Reset OpenAI-specific state |
| 1167 | $this->streamImages = []; |
| 1168 | } |
| 1169 | |
| 1170 | /** |
| 1171 | * Override run_completion_query to route to appropriate API |
| 1172 | */ |
| 1173 | public function run_completion_query( $query, $streamCallback = null ): Meow_MWAI_Reply { |
| 1174 | // Reset request-specific state to prevent leakage between requests |
| 1175 | $this->reset_request_state(); |
| 1176 | |
| 1177 | // Store current query for should_use_responses_api check |
| 1178 | $this->currentQuery = $query; |
| 1179 | |
| 1180 | // Debug: Always log which API we're using |
| 1181 | $useResponsesApi = $this->should_use_responses_api( $query->model ); |
| 1182 | |
| 1183 | // Check if we should use Responses API |
| 1184 | if ( $useResponsesApi ) { |
| 1185 | return $this->run_responses_completion_query( $query, $streamCallback ); |
| 1186 | } |
| 1187 | |
| 1188 | // Fallback to ChatML implementation |
| 1189 | return parent::run_completion_query( $query, $streamCallback ); |
| 1190 | } |
| 1191 | |
| 1192 | /** |
| 1193 | * Run completion query using Responses API |
| 1194 | */ |
| 1195 | protected function run_responses_completion_query( $query, $streamCallback = null ): Meow_MWAI_Reply { |
| 1196 | // Check if we have functions that might require feedback |
| 1197 | $hasFunctions = !empty( $query->functions ); |
| 1198 | |
| 1199 | |
| 1200 | $isStreaming = !is_null( $streamCallback ); |
| 1201 | |
| 1202 | // Initialize debug mode |
| 1203 | $this->init_debug_mode( $query ); |
| 1204 | |
| 1205 | if ( $isStreaming ) { |
| 1206 | $this->streamCallback = $streamCallback; |
| 1207 | add_action( 'http_api_curl', [ $this, 'stream_handler' ], 10, 3 ); |
| 1208 | } |
| 1209 | |
| 1210 | $this->reset_stream(); |
| 1211 | $body = $this->build_responses_body( $query, $streamCallback ); |
| 1212 | $url = $this->build_responses_url(); |
| 1213 | $headers = $this->build_headers( $query ); |
| 1214 | $options = $this->build_options( $headers, $body ); |
| 1215 | |
| 1216 | // Store the request body for debugging |
| 1217 | $this->lastRequestBody = $body; |
| 1218 | |
| 1219 | // Debug log for Responses API |
| 1220 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 1221 | if ( $queries_debug ) { |
| 1222 | error_log( '[AI Engine Queries] Using Responses API' ); |
| 1223 | error_log( '[AI Engine Queries] Request URL: ' . $url ); |
| 1224 | error_log( '[AI Engine Queries] Request Body: ' . json_encode( $body, JSON_PRETTY_PRINT ) ); |
| 1225 | |
| 1226 | // Log specific tool information |
| 1227 | if ( isset( $body['tools'] ) && is_array( $body['tools'] ) ) { |
| 1228 | error_log( '[AI Engine Queries] Tools included in request:' ); |
| 1229 | foreach ( $body['tools'] as $index => $tool ) { |
| 1230 | $toolInfo = 'Tool ' . $index . ': type=' . ( $tool['type'] ?? 'unknown' ); |
| 1231 | if ( $tool['type'] === 'file_search' && isset( $tool['vector_store_ids'] ) ) { |
| 1232 | $toolInfo .= ', vector_store_ids=' . json_encode( $tool['vector_store_ids'] ); |
| 1233 | } |
| 1234 | error_log( '[AI Engine Queries] - ' . $toolInfo ); |
| 1235 | } |
| 1236 | } else { |
| 1237 | error_log( '[AI Engine Queries] No tools included in request' ); |
| 1238 | } |
| 1239 | } |
| 1240 | |
| 1241 | // Emit "Request sent" event for feedback queries |
| 1242 | if ( $this->currentDebugMode && !empty( $streamCallback ) && |
| 1243 | ( $query instanceof Meow_MWAI_Query_Feedback || $query instanceof Meow_MWAI_Query_AssistFeedback ) ) { |
| 1244 | $event = Meow_MWAI_Event::request_sent() |
| 1245 | ->set_metadata( 'is_feedback', true ) |
| 1246 | ->set_metadata( 'feedback_count', count( $query->blocks ) ); |
| 1247 | call_user_func( $streamCallback, $event ); |
| 1248 | } |
| 1249 | |
| 1250 | try { |
| 1251 | // Log the input being sent for feedback queries |
| 1252 | if ( $queries_debug && $query instanceof Meow_MWAI_Query_Feedback && isset( $body['input'] ) ) { |
| 1253 | error_log( '[AI Engine Queries] Sending feedback with ' . count( $body['input'] ) . ' messages to Responses API' ); |
| 1254 | error_log( '[AI Engine Queries] Previous Response ID: ' . ( $body['previous_response_id'] ?? 'none' ) ); |
| 1255 | foreach ( $body['input'] as $idx => $msg ) { |
| 1256 | $msgType = is_array( $msg ) && isset( $msg['type'] ) ? $msg['type'] : 'unknown'; |
| 1257 | $callId = is_array( $msg ) && isset( $msg['call_id'] ) ? $msg['call_id'] : 'no-id'; |
| 1258 | error_log( '[AI Engine Queries] Message ' . $idx . ': type=' . $msgType . ', call_id=' . $callId ); |
| 1259 | if ( $msgType === 'function_call' && isset( $msg['name'] ) ) { |
| 1260 | error_log( '[AI Engine Queries] Function name: ' . $msg['name'] ); |
| 1261 | } |
| 1262 | if ( $msgType === 'function_call_output' && isset( $msg['output'] ) ) { |
| 1263 | error_log( '[AI Engine Queries] Output: ' . substr( $msg['output'], 0, 50 ) . '...' ); |
| 1264 | } |
| 1265 | } |
| 1266 | } |
| 1267 | |
| 1268 | $res = $this->run_query( $url, $options, $streamCallback ); |
| 1269 | $reply = new Meow_MWAI_Reply( $query ); |
| 1270 | |
| 1271 | $returned_id = null; |
| 1272 | $returned_model = $this->inModel; |
| 1273 | $returned_in_tokens = null; |
| 1274 | $returned_out_tokens = null; |
| 1275 | $returned_price = null; |
| 1276 | $returned_choices = []; |
| 1277 | |
| 1278 | // Streaming Mode |
| 1279 | if ( $isStreaming ) { |
| 1280 | if ( empty( $this->streamContent ) ) { |
| 1281 | $error = $this->try_decode_error( $this->streamBuffer ); |
| 1282 | if ( !is_null( $error ) ) { |
| 1283 | throw new Exception( $error ); |
| 1284 | } |
| 1285 | } |
| 1286 | |
| 1287 | $returned_id = $this->inId; |
| 1288 | $returned_model = $this->inModel ? $this->inModel : $query->model; |
| 1289 | $message = [ 'role' => 'assistant', 'content' => $this->streamContent ]; |
| 1290 | |
| 1291 | if ( !empty( $this->streamToolCalls ) ) { |
| 1292 | error_log( '[AI Engine Queries] Responses API: Found ' . count( $this->streamToolCalls ) . ' tool calls in streaming response' ); |
| 1293 | foreach ( $this->streamToolCalls as $idx => $toolCall ) { |
| 1294 | error_log( '[AI Engine Queries] Tool call ' . $idx . ': ' . $toolCall['function']['name'] . ' (id: ' . $toolCall['id'] . ')' ); |
| 1295 | } |
| 1296 | $message['tool_calls'] = $this->streamToolCalls; |
| 1297 | } |
| 1298 | |
| 1299 | if ( !is_null( $this->streamInTokens ) ) { |
| 1300 | $returned_in_tokens = $this->streamInTokens; |
| 1301 | } |
| 1302 | if ( !is_null( $this->streamOutTokens ) ) { |
| 1303 | $returned_out_tokens = $this->streamOutTokens; |
| 1304 | } |
| 1305 | if ( !is_null( $this->streamCost ) ) { |
| 1306 | $returned_price = $this->streamCost; |
| 1307 | } |
| 1308 | |
| 1309 | $returned_choices = [ [ 'message' => $message ] ]; |
| 1310 | |
| 1311 | // Add generated images to the content if any |
| 1312 | if ( !empty( $this->streamImages ) ) { |
| 1313 | // Add images as additional choices with b64_json format |
| 1314 | foreach ( $this->streamImages as $base64Image ) { |
| 1315 | $returned_choices[] = [ 'b64_json' => $base64Image ]; |
| 1316 | } |
| 1317 | Meow_MWAI_Logging::log( 'Responses API: Added ' . count( $this->streamImages ) . ' images to choices (streaming)' ); |
| 1318 | } |
| 1319 | |
| 1320 | // Log streaming response data if queries debug is enabled |
| 1321 | if ( $queries_debug ) { |
| 1322 | error_log( '[AI Engine Queries] Streaming Response Collected:' ); |
| 1323 | $streaming_data = [ |
| 1324 | 'id' => $returned_id, |
| 1325 | 'model' => $returned_model, |
| 1326 | 'content_length' => strlen( $this->streamContent ), |
| 1327 | 'content_preview' => substr( $this->streamContent, 0, 200 ) . ( strlen( $this->streamContent ) > 200 ? '...' : '' ), |
| 1328 | 'tool_calls' => !empty( $this->streamToolCalls ) ? count( $this->streamToolCalls ) . ' tool calls' : 'none', |
| 1329 | 'usage' => [ |
| 1330 | 'input_tokens' => $returned_in_tokens, |
| 1331 | 'output_tokens' => $returned_out_tokens, |
| 1332 | 'cost' => $returned_price |
| 1333 | ] |
| 1334 | ]; |
| 1335 | |
| 1336 | // Log tool calls details if present |
| 1337 | if ( !empty( $this->streamToolCalls ) ) { |
| 1338 | $streaming_data['tool_calls_details'] = []; |
| 1339 | foreach ( $this->streamToolCalls as $tool_call ) { |
| 1340 | $streaming_data['tool_calls_details'][] = [ |
| 1341 | 'id' => $tool_call['id'] ?? 'unknown', |
| 1342 | 'name' => $tool_call['function']['name'] ?? 'unknown', |
| 1343 | 'arguments' => substr( $tool_call['function']['arguments'] ?? '{}', 0, 100 ) . '...' |
| 1344 | ]; |
| 1345 | } |
| 1346 | } |
| 1347 | |
| 1348 | error_log( json_encode( $streaming_data, JSON_PRETTY_PRINT ) ); |
| 1349 | } |
| 1350 | } |
| 1351 | // Standard Mode |
| 1352 | else { |
| 1353 | $data = $res['data']; |
| 1354 | if ( empty( $data ) ) { |
| 1355 | throw new Exception( 'No content received (res is null).' ); |
| 1356 | } |
| 1357 | |
| 1358 | // Handle Responses API response format |
| 1359 | $returned_id = $data['id'] ?? null; |
| 1360 | $returned_model = $data['model'] ?? $query->model; |
| 1361 | |
| 1362 | // Extract content from Responses API format |
| 1363 | $content = ''; |
| 1364 | $tool_calls = []; |
| 1365 | $images = []; |
| 1366 | |
| 1367 | |
| 1368 | if ( isset( $data['output'] ) && is_array( $data['output'] ) ) { |
| 1369 | |
| 1370 | foreach ( $data['output'] as $idx => $output_item ) { |
| 1371 | if ( isset( $output_item['type'] ) && $output_item['type'] === 'message' && isset( $output_item['content'] ) ) { |
| 1372 | // Handle message content array - this is the actual text content |
| 1373 | if ( is_array( $output_item['content'] ) ) { |
| 1374 | foreach ( $output_item['content'] as $content_item ) { |
| 1375 | // The actual text is in content_item['text'] for type 'output_text' |
| 1376 | if ( isset( $content_item['type'] ) && $content_item['type'] === 'output_text' && isset( $content_item['text'] ) ) { |
| 1377 | $content .= $content_item['text']; |
| 1378 | } |
| 1379 | // Fallback checks for other possible structures |
| 1380 | elseif ( isset( $content_item['content'] ) && is_string( $content_item['content'] ) ) { |
| 1381 | $content .= $content_item['content']; |
| 1382 | } |
| 1383 | elseif ( is_string( $content_item ) ) { |
| 1384 | $content .= $content_item; |
| 1385 | } |
| 1386 | } |
| 1387 | } |
| 1388 | } |
| 1389 | elseif ( isset( $output_item['type'] ) && $output_item['type'] === 'function_call' ) { |
| 1390 | // Responses API returns function_call type with call_id |
| 1391 | $callId = $output_item['call_id'] ?? $output_item['id'] ?? null; |
| 1392 | $functionName = $output_item['name'] ?? ''; |
| 1393 | error_log( '[AI Engine Queries] Found function_call: ' . $functionName . ' (call_id: ' . $callId . ')' ); |
| 1394 | |
| 1395 | $tool_calls[] = [ |
| 1396 | 'id' => $callId, |
| 1397 | 'type' => 'function', |
| 1398 | 'function' => [ |
| 1399 | 'name' => $functionName, |
| 1400 | 'arguments' => $output_item['arguments'] ?? '{}' |
| 1401 | ] |
| 1402 | ]; |
| 1403 | } |
| 1404 | elseif ( isset( $output_item['type'] ) && $output_item['type'] === 'image_generation_call' && isset( $output_item['result'] ) ) { |
| 1405 | // Handle image generation results |
| 1406 | $base64Image = $output_item['result']; |
| 1407 | $images[] = $base64Image; |
| 1408 | |
| 1409 | Meow_MWAI_Logging::log( 'Responses API: Found generated image in non-streaming mode' ); |
| 1410 | } |
| 1411 | elseif ( isset( $output_item['type'] ) && $output_item['type'] === 'mcp_approval_request' ) { |
| 1412 | // IMPORTANT: MCP approval requests are already handled via streaming events |
| 1413 | // We must skip them here to prevent duplicate function calls |
| 1414 | // MCP tools are executed remotely by OpenAI and don't need local execution |
| 1415 | Meow_MWAI_Logging::log( 'Responses API: Skipping MCP approval request for ' . $output_item['name'] . ' (already handled via events)' ); |
| 1416 | } |
| 1417 | } |
| 1418 | } |
| 1419 | |
| 1420 | // If we couldn't find content in output, try other locations |
| 1421 | if ( empty( $content ) ) { |
| 1422 | if ( isset( $data['text'] ) ) { |
| 1423 | if ( is_string( $data['text'] ) ) { |
| 1424 | $content = $data['text']; |
| 1425 | } |
| 1426 | elseif ( is_array( $data['text'] ) ) { |
| 1427 | // Only implode if it's an array of strings, not complex structures |
| 1428 | $textParts = array_filter( $data['text'], 'is_string' ); |
| 1429 | if ( !empty( $textParts ) ) { |
| 1430 | $content = implode( '', $textParts ); |
| 1431 | } |
| 1432 | } |
| 1433 | } |
| 1434 | elseif ( isset( $data['content'] ) ) { |
| 1435 | if ( is_array( $data['content'] ) && isset( $data['content'][0]['text'] ) ) { |
| 1436 | $content = $data['content'][0]['text']; |
| 1437 | } |
| 1438 | elseif ( is_string( $data['content'] ) ) { |
| 1439 | $content = $data['content']; |
| 1440 | } |
| 1441 | } |
| 1442 | } |
| 1443 | |
| 1444 | // If still no content found, log for debugging |
| 1445 | if ( empty( $content ) ) { |
| 1446 | Meow_MWAI_Logging::log( 'Responses API: No content found in response. Structure: ' . json_encode( array_keys( $data ) ) ); |
| 1447 | if ( isset( $data['output'][0] ) ) { |
| 1448 | Meow_MWAI_Logging::log( 'Responses API: First output item: ' . json_encode( $data['output'][0] ) ); |
| 1449 | } |
| 1450 | if ( isset( $data['text'] ) ) { |
| 1451 | Meow_MWAI_Logging::log( 'Responses API: Text field structure: ' . json_encode( $data['text'] ) ); |
| 1452 | } |
| 1453 | // Log the entire response for debugging |
| 1454 | Meow_MWAI_Logging::log( 'Responses API: Full response data: ' . json_encode( $data ) ); |
| 1455 | } |
| 1456 | |
| 1457 | |
| 1458 | $message = [ 'role' => 'assistant', 'content' => $content ]; |
| 1459 | if ( !empty( $tool_calls ) ) { |
| 1460 | $message['tool_calls'] = $tool_calls; |
| 1461 | Meow_MWAI_Logging::log( 'Responses API: Found ' . count( $tool_calls ) . ' tool calls' ); |
| 1462 | } |
| 1463 | |
| 1464 | $returned_choices = [[ 'message' => $message ]]; |
| 1465 | |
| 1466 | // Add images as additional choices |
| 1467 | if ( !empty( $images ) ) { |
| 1468 | foreach ( $images as $base64Image ) { |
| 1469 | $returned_choices[] = [ 'b64_json' => $base64Image ]; |
| 1470 | } |
| 1471 | Meow_MWAI_Logging::log( 'Responses API: Added ' . count( $images ) . ' images to choices' ); |
| 1472 | } |
| 1473 | |
| 1474 | |
| 1475 | // Extract usage information |
| 1476 | $usage = $data['usage'] ?? []; |
| 1477 | $returned_in_tokens = $usage['input_tokens'] ?? null; |
| 1478 | $returned_out_tokens = $usage['output_tokens'] ?? null; |
| 1479 | $returned_price = $usage['cost'] ?? null; |
| 1480 | } |
| 1481 | |
| 1482 | // Store response ID for future stateful requests |
| 1483 | if ( !empty( $returned_id ) ) { |
| 1484 | $this->previousResponseId = $returned_id; |
| 1485 | $reply->set_id( $returned_id ); |
| 1486 | } |
| 1487 | |
| 1488 | // Set the results |
| 1489 | $reply->set_choices( $returned_choices ); |
| 1490 | |
| 1491 | // Handle tokens usage |
| 1492 | $this->handle_tokens_usage( |
| 1493 | $reply, |
| 1494 | $query, |
| 1495 | $returned_model, |
| 1496 | $returned_in_tokens, |
| 1497 | $returned_out_tokens, |
| 1498 | $returned_price |
| 1499 | ); |
| 1500 | |
| 1501 | return $reply; |
| 1502 | } |
| 1503 | catch ( Exception $e ) { |
| 1504 | $service = $this->get_service_name(); |
| 1505 | Meow_MWAI_Logging::error( "$service (Responses API): " . $e->getMessage() ); |
| 1506 | $message = "$service (Responses API): " . $e->getMessage(); |
| 1507 | throw new Exception( $message ); |
| 1508 | } |
| 1509 | finally { |
| 1510 | if ( !is_null( $streamCallback ) ) { |
| 1511 | remove_action( 'http_api_curl', [ $this, 'stream_handler' ] ); |
| 1512 | } |
| 1513 | } |
| 1514 | } |
| 1515 | |
| 1516 | /** |
| 1517 | * Override handle_tokens_usage to set accuracy properly |
| 1518 | */ |
| 1519 | public function handle_tokens_usage( |
| 1520 | $reply, |
| 1521 | $query, |
| 1522 | $returned_model, |
| 1523 | $returned_in_tokens, |
| 1524 | $returned_out_tokens, |
| 1525 | $returned_price = null |
| 1526 | ) { |
| 1527 | // Call parent to handle the actual usage recording |
| 1528 | parent::handle_tokens_usage( |
| 1529 | $reply, |
| 1530 | $query, |
| 1531 | $returned_model, |
| 1532 | $returned_in_tokens, |
| 1533 | $returned_out_tokens, |
| 1534 | $returned_price |
| 1535 | ); |
| 1536 | |
| 1537 | // Set accuracy based on data availability |
| 1538 | if ( !is_null( $returned_price ) && !is_null( $returned_in_tokens ) && !is_null( $returned_out_tokens ) ) { |
| 1539 | // Responses API with cost field or OpenRouter style = full accuracy |
| 1540 | $reply->set_usage_accuracy( 'full' ); |
| 1541 | } elseif ( !is_null( $returned_in_tokens ) && !is_null( $returned_out_tokens ) ) { |
| 1542 | // Tokens from API but price calculated = tokens accuracy |
| 1543 | $reply->set_usage_accuracy( 'tokens' ); |
| 1544 | } else { |
| 1545 | // Everything estimated |
| 1546 | $reply->set_usage_accuracy( 'estimated' ); |
| 1547 | } |
| 1548 | } |
| 1549 | |
| 1550 | /** |
| 1551 | * Override image query handling for gpt-image-1 model |
| 1552 | */ |
| 1553 | public function run_image_query( $query ) { |
| 1554 | // IMPORTANT: We use the standard Images API for gpt-image-1 (not Responses API) |
| 1555 | // Even though Responses API supports image_generation tool, it would let the |
| 1556 | // orchestrator model choose which image model to use. By using the Images API |
| 1557 | // directly, we ensure gpt-image-1 is actually used as requested by the user. |
| 1558 | |
| 1559 | // Use standard implementation for all image models including gpt-image-1 |
| 1560 | return parent::run_image_query( $query ); |
| 1561 | } |
| 1562 | |
| 1563 | /** |
| 1564 | * Override transcription to support new models |
| 1565 | */ |
| 1566 | public function run_transcribe_query( $query ) { |
| 1567 | // Check if using new transcription models |
| 1568 | $newTranscribeModels = ['gpt-4o-transcribe', 'gpt-4o-mini-transcribe']; |
| 1569 | if ( in_array( $query->model, $newTranscribeModels ) ) { |
| 1570 | // These still use the /audio/transcriptions endpoint but with new models |
| 1571 | // Just need to make sure the model name is passed correctly |
| 1572 | } |
| 1573 | |
| 1574 | // Use parent implementation (still uses audio endpoint) |
| 1575 | return parent::run_transcribe_query( $query ); |
| 1576 | } |
| 1577 | |
| 1578 | /** |
| 1579 | * Override embedding query to support new models |
| 1580 | */ |
| 1581 | public function run_embedding_query( $query ) { |
| 1582 | // Check if using new embedding models |
| 1583 | $newEmbeddingModels = ['text-embedding-3-small', 'text-embedding-3-large']; |
| 1584 | if ( in_array( $query->model, $newEmbeddingModels ) ) { |
| 1585 | // These still use the /embeddings endpoint but with improved models |
| 1586 | // The parent implementation should handle this correctly |
| 1587 | } |
| 1588 | |
| 1589 | // Use parent implementation |
| 1590 | return parent::run_embedding_query( $query ); |
| 1591 | } |
| 1592 | |
| 1593 | /** |
| 1594 | * Enhanced error handling for Responses API |
| 1595 | */ |
| 1596 | protected function handle_responses_errors( $data ) { |
| 1597 | // Handle Responses API specific errors |
| 1598 | if ( isset( $data['error'] ) ) { |
| 1599 | $error = $data['error']; |
| 1600 | $message = $error['message'] ?? 'Unknown error'; |
| 1601 | $type = $error['type'] ?? null; |
| 1602 | $code = $error['code'] ?? null; |
| 1603 | |
| 1604 | // Special handling for "No tool output found" errors |
| 1605 | if ( strpos( $message, 'No tool output found' ) !== false ) { |
| 1606 | // Always log this error with details |
| 1607 | error_log( '[AI Engine Queries] Responses API Tool Output Error:' ); |
| 1608 | error_log( '[AI Engine Queries] Error: ' . $message ); |
| 1609 | error_log( '[AI Engine Queries] This typically means the function call outputs were not properly formatted or are missing.' ); |
| 1610 | |
| 1611 | // Log the last request body if available |
| 1612 | if ( property_exists( $this, 'lastRequestBody' ) && $this->lastRequestBody ) { |
| 1613 | error_log( '[AI Engine Queries] Last request body: ' . json_encode( $this->lastRequestBody, JSON_PRETTY_PRINT ) ); |
| 1614 | } |
| 1615 | } |
| 1616 | |
| 1617 | $errorMessage = $message; |
| 1618 | if ( $type ) { |
| 1619 | $errorMessage .= " (Type: $type)"; |
| 1620 | } |
| 1621 | if ( $code ) { |
| 1622 | $errorMessage .= " (Code: $code)"; |
| 1623 | } |
| 1624 | |
| 1625 | throw new Exception( $errorMessage ); |
| 1626 | } |
| 1627 | |
| 1628 | // Check for event-based errors |
| 1629 | if ( isset( $data['event'] ) && $data['event'] === 'response.error' ) { |
| 1630 | $error = $data['error'] ?? []; |
| 1631 | $message = $error['message'] ?? 'Response API error'; |
| 1632 | throw new Exception( $message ); |
| 1633 | } |
| 1634 | |
| 1635 | // Fallback to parent error handling |
| 1636 | parent::handle_response_errors( $data ); |
| 1637 | } |
| 1638 | |
| 1639 | /** |
| 1640 | * Add method to reset conversation state |
| 1641 | */ |
| 1642 | public function reset_conversation_state() { |
| 1643 | $this->previousResponseId = null; |
| 1644 | $this->conversationState = []; |
| 1645 | } |
| 1646 | |
| 1647 | /** |
| 1648 | * Check the connection to OpenAI by listing models. |
| 1649 | * This is a free metadata call that verifies API key validity. |
| 1650 | */ |
| 1651 | public function connection_check() { |
| 1652 | try { |
| 1653 | $url = $this->get_models_endpoint(); |
| 1654 | $response = $this->execute( 'GET', $url ); |
| 1655 | |
| 1656 | if ( !isset( $response['data'] ) || !is_array( $response['data'] ) ) { |
| 1657 | throw new Exception( 'Invalid response format from OpenAI' ); |
| 1658 | } |
| 1659 | |
| 1660 | $modelCount = count( $response['data'] ); |
| 1661 | $availableModels = []; |
| 1662 | |
| 1663 | // Get first 5 models for display |
| 1664 | $displayModels = array_slice( $response['data'], 0, 5 ); |
| 1665 | foreach ( $displayModels as $model ) { |
| 1666 | if ( isset( $model['id'] ) ) { |
| 1667 | $availableModels[] = $model['id']; |
| 1668 | } |
| 1669 | } |
| 1670 | |
| 1671 | return [ |
| 1672 | 'success' => true, |
| 1673 | 'service' => 'OpenAI', |
| 1674 | 'message' => "Connection successful. Found {$modelCount} models.", |
| 1675 | 'details' => [ |
| 1676 | 'endpoint' => $url, |
| 1677 | 'model_count' => $modelCount, |
| 1678 | 'sample_models' => $availableModels, |
| 1679 | 'organization' => $response['organization'] ?? null |
| 1680 | ] |
| 1681 | ]; |
| 1682 | } |
| 1683 | catch ( Exception $e ) { |
| 1684 | return [ |
| 1685 | 'success' => false, |
| 1686 | 'service' => 'OpenAI', |
| 1687 | 'error' => $e->getMessage(), |
| 1688 | 'details' => [ |
| 1689 | 'endpoint' => $this->get_models_endpoint() |
| 1690 | ] |
| 1691 | ]; |
| 1692 | } |
| 1693 | } |
| 1694 | |
| 1695 | /** |
| 1696 | * Get the models endpoint URL |
| 1697 | */ |
| 1698 | protected function get_models_endpoint() { |
| 1699 | $endpoint = null; |
| 1700 | |
| 1701 | // Same logic as build_url to determine the endpoint |
| 1702 | if ( $this->envType === 'openai' ) { |
| 1703 | $endpoint = apply_filters( 'mwai_openai_endpoint', 'https://api.openai.com/v1', $this->env ); |
| 1704 | } |
| 1705 | else if ( $this->envType === 'azure' ) { |
| 1706 | $endpoint = isset( $this->env['endpoint'] ) ? $this->env['endpoint'] : null; |
| 1707 | } |
| 1708 | |
| 1709 | if ( empty( $endpoint ) ) { |
| 1710 | throw new Exception( 'Endpoint is not defined for envType: ' . $this->envType ); |
| 1711 | } |
| 1712 | |
| 1713 | // Remove any existing API paths to get base URL |
| 1714 | $endpoint = str_replace( '/chat/completions', '', $endpoint ); |
| 1715 | $endpoint = str_replace( '/v1/responses', '', $endpoint ); |
| 1716 | $endpoint = rtrim( $endpoint, '/' ); |
| 1717 | |
| 1718 | // For Azure, we don't need the /v1 prefix |
| 1719 | if ( $this->envType === 'azure' ) { |
| 1720 | // Use the same API version as defined in the parent class |
| 1721 | return $endpoint . '/openai/models?api-version=2024-12-01-preview'; |
| 1722 | } |
| 1723 | |
| 1724 | // For OpenAI, ensure we have the /v1 prefix |
| 1725 | if ( strpos( $endpoint, '/v1' ) === false ) { |
| 1726 | $endpoint .= '/v1'; |
| 1727 | } |
| 1728 | |
| 1729 | return $endpoint . '/models'; |
| 1730 | } |
| 1731 | |
| 1732 | } |
| 1733 |