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openai.php
2883 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 | |
| 28 | // Code interpreter content (separate from main content) |
| 29 | protected $streamContentCode = ''; |
| 30 | protected $streamContainerId = null; |
| 31 | protected $streamCodeInterpreterFiles = []; // Track files created by code interpreter |
| 32 | protected $currentQuery = null; |
| 33 | protected $streamImages = []; |
| 34 | protected $seenCallIds = []; // Track seen call IDs to prevent duplicates |
| 35 | protected $lastRequestBody = null; // For debugging |
| 36 | protected $contentStarted = false; // Track if content streaming has started |
| 37 | protected $codeInterpreterCompleted = false; // Track if code interpreter has completed |
| 38 | // IMPORTANT: OpenAI Responses API sends the same function call in both: |
| 39 | // 1. response.output_item.done - when individual function call completes |
| 40 | // 2. response.completed - with all function calls in the final response |
| 41 | // We must deduplicate to avoid processing the same function twice |
| 42 | |
| 43 | public static function create( $core, $env ) { |
| 44 | self::$creating = true; |
| 45 | if ( class_exists( 'MeowPro_MWAI_OpenAI' ) ) { |
| 46 | $instance = new MeowPro_MWAI_OpenAI( $core, $env ); |
| 47 | } |
| 48 | else { |
| 49 | $instance = new self( $core, $env ); |
| 50 | } |
| 51 | self::$creating = false; |
| 52 | return $instance; |
| 53 | } |
| 54 | |
| 55 | public function __construct( $core, $env ) { |
| 56 | $isOwnClass = get_class( $this ) === 'Meow_MWAI_Engines_OpenAI'; |
| 57 | if ( $isOwnClass && !self::$creating ) { |
| 58 | throw new \Exception( 'Please use the create() method to instantiate the Meow_MWAI_Engines_OpenAI class.' ); |
| 59 | } |
| 60 | parent::__construct( $core, $env ); |
| 61 | $this->set_environment(); |
| 62 | } |
| 63 | |
| 64 | public function reset_stream() { |
| 65 | parent::reset_stream(); |
| 66 | $this->mcpServerCount = 0; |
| 67 | $this->mcpTotalToolCount = 0; |
| 68 | $this->emittedFunctionResults = []; |
| 69 | $this->streamImages = []; |
| 70 | $this->seenCallIds = []; |
| 71 | } |
| 72 | |
| 73 | /** |
| 74 | * Check if a model should use the new Responses API |
| 75 | */ |
| 76 | protected function should_use_responses_api( $model ) { |
| 77 | // First check if Responses API is enabled in settings |
| 78 | $options = $this->core->get_all_options(); |
| 79 | $responsesApiEnabled = $options['ai_responses_api'] ?? true; |
| 80 | |
| 81 | if ( !$responsesApiEnabled ) { |
| 82 | return false; |
| 83 | } |
| 84 | |
| 85 | // Check if this is a prompt query - prompts REQUIRE Responses API |
| 86 | if ( isset( $this->currentQuery ) ) { |
| 87 | $promptData = $this->currentQuery->getExtraParam( 'prompt' ); |
| 88 | if ( !empty( $promptData ) && !empty( $promptData['id'] ) ) { |
| 89 | return true; |
| 90 | } |
| 91 | } |
| 92 | |
| 93 | // Azure supports Responses API in preview |
| 94 | // Model tag check below will determine if the specific model supports it |
| 95 | |
| 96 | // Check if the model has the 'responses' tag |
| 97 | $modelInfo = $this->retrieve_model_info( $model ); |
| 98 | if ( $modelInfo && !empty( $modelInfo['tags'] ) ) { |
| 99 | return in_array( 'responses', $modelInfo['tags'] ); |
| 100 | } |
| 101 | |
| 102 | return false; |
| 103 | } |
| 104 | |
| 105 | /** |
| 106 | * Set conversation state for stateful responses |
| 107 | */ |
| 108 | public function set_previous_response_id( $responseId ) { |
| 109 | $this->previousResponseId = $responseId; |
| 110 | } |
| 111 | |
| 112 | /** |
| 113 | * Get conversation state |
| 114 | */ |
| 115 | public function get_conversation_state() { |
| 116 | return $this->conversationState; |
| 117 | } |
| 118 | |
| 119 | /** |
| 120 | * Build body for Responses API |
| 121 | */ |
| 122 | protected function build_responses_body( $query, $streamCallback = null ) { |
| 123 | // For Azure, we need to use the deployment name as the model |
| 124 | $model = $query->model; |
| 125 | if ( $this->envType === 'azure' ) { |
| 126 | // Find the deployment name for this model |
| 127 | if ( isset( $this->env['deployments'] ) && is_array( $this->env['deployments'] ) ) { |
| 128 | foreach ( $this->env['deployments'] as $deployment ) { |
| 129 | if ( isset( $deployment['model'] ) && $deployment['model'] === $query->model && isset( $deployment['name'] ) ) { |
| 130 | $model = $deployment['name']; |
| 131 | break; |
| 132 | } |
| 133 | } |
| 134 | } |
| 135 | } |
| 136 | |
| 137 | $body = [ |
| 138 | 'model' => $model, |
| 139 | 'stream' => !is_null( $streamCallback ), |
| 140 | ]; |
| 141 | |
| 142 | // Handle different query types for Responses API |
| 143 | if ( $query instanceof Meow_MWAI_Query_Text || $query instanceof Meow_MWAI_Query_Feedback ) { |
| 144 | // Check if using Prompt mode |
| 145 | $promptData = $query->getExtraParam( 'prompt' ); |
| 146 | if ( !empty( $promptData ) && !empty( $promptData['id'] ) ) { |
| 147 | // Use prompt instead of instructions |
| 148 | $body['prompt'] = $promptData; |
| 149 | // Remove model since it's configured in the prompt |
| 150 | unset( $body['model'] ); |
| 151 | } else if ( !empty( $query->instructions ) ) { |
| 152 | // Use simplified instructions + input format for basic queries |
| 153 | $body['instructions'] = $query->instructions; |
| 154 | } |
| 155 | |
| 156 | // Determine history strategy |
| 157 | $historyStrategy = $query->historyStrategy; |
| 158 | |
| 159 | // Treat empty string as null for automatic mode |
| 160 | if ( empty( $historyStrategy ) ) { |
| 161 | $historyStrategy = null; |
| 162 | } |
| 163 | |
| 164 | // If historyStrategy is null (automatic), use response_id when previousResponseId is available |
| 165 | if ( $historyStrategy === null && !empty( $query->previousResponseId ) ) { |
| 166 | $historyStrategy = 'response_id'; |
| 167 | } |
| 168 | |
| 169 | // Debug logging for all queries when using Responses API |
| 170 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 171 | |
| 172 | if ( $queries_debug ) { |
| 173 | if ( $query instanceof Meow_MWAI_Query_Feedback ) { |
| 174 | error_log( '[AI Engine] Feedback query blocks: ' . count( $query->blocks ?? [] ) ); |
| 175 | } |
| 176 | } |
| 177 | |
| 178 | // Handle based on history strategy |
| 179 | // For Responses API, feedback queries MUST use previous_response_id to maintain conversation state |
| 180 | if ( $historyStrategy === 'response_id' && !empty( $query->previousResponseId ) ) { |
| 181 | // Use ResponseIdManager to validate the response ID |
| 182 | if ( $this->core->responseIdManager->is_valid_for_responses_api( $query->previousResponseId ) ) { |
| 183 | // Use incremental mode with previous_response_id |
| 184 | $body['previous_response_id'] = $query->previousResponseId; |
| 185 | |
| 186 | // Debug logging |
| 187 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 188 | if ( $queries_debug ) { |
| 189 | error_log( '[AI Engine Queries] Using previous_response_id: ' . $query->previousResponseId ); |
| 190 | } |
| 191 | } |
| 192 | else { |
| 193 | // Log warning if queries debug is enabled |
| 194 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 195 | if ( $queries_debug ) { |
| 196 | error_log( '[AI Engine Queries] Warning: ' . |
| 197 | Meow_MWAI_FunctionCallException::invalid_response_id( |
| 198 | $query->previousResponseId, |
| 199 | 'Responses API', |
| 200 | 'resp' |
| 201 | )->getMessage() ); |
| 202 | } |
| 203 | // Fall through to full history mode |
| 204 | $historyStrategy = 'full_history'; |
| 205 | } |
| 206 | |
| 207 | } |
| 208 | |
| 209 | // If we're still in response_id mode after validation, use incremental input |
| 210 | if ( $historyStrategy === 'response_id' && !empty( $body['previous_response_id'] ) ) { |
| 211 | // Check if this is a feedback query (function call response) |
| 212 | if ( $query instanceof Meow_MWAI_Query_Feedback && !empty( $query->blocks ) ) { |
| 213 | // For feedback queries with previous_response_id, we need to include: |
| 214 | // 1. The function_call from the model |
| 215 | // 2. The function_call_output with the result |
| 216 | $body['input'] = $this->build_feedback_input_for_responses_api( $query ); |
| 217 | |
| 218 | // Debug: Log the feedback input structure |
| 219 | if ( $queries_debug ) { |
| 220 | error_log( '[AI Engine Queries] Feedback input structure: ' . json_encode( $body['input'], JSON_PRETTY_PRINT ) ); |
| 221 | } |
| 222 | } |
| 223 | else { |
| 224 | // Regular user message |
| 225 | $content = [ |
| 226 | [ |
| 227 | 'type' => 'input_text', |
| 228 | 'text' => $query->get_message() |
| 229 | ] |
| 230 | ]; |
| 231 | |
| 232 | // Check for attached files (unified approach) |
| 233 | $attachments = method_exists( $query, 'getAttachments' ) ? $query->getAttachments() : []; |
| 234 | foreach ( $attachments as $file ) { |
| 235 | $fileUrl = $query->image_remote_upload === 'url' |
| 236 | ? $file->get_url() |
| 237 | : $file->get_inline_base64_url(); |
| 238 | |
| 239 | // Check if it's an image or a file (PDF, etc.) |
| 240 | $mimeType = $file->get_mimeType() ?? ''; |
| 241 | $isImage = strpos( $mimeType, 'image/' ) === 0; |
| 242 | |
| 243 | if ( $isImage ) { |
| 244 | $content[] = [ |
| 245 | 'type' => 'input_image', |
| 246 | 'image_url' => $fileUrl |
| 247 | ]; |
| 248 | } |
| 249 | else { |
| 250 | // For non-images (PDFs, documents), use file_id approach |
| 251 | // IMPORTANT: Only use files that have been uploaded to OpenAI (provider_file_id type) |
| 252 | if ( $file->get_type() === 'provider_file_id' ) { |
| 253 | $fileId = $file->get_refId(); |
| 254 | $content[] = [ |
| 255 | 'type' => 'file', |
| 256 | 'file' => [ |
| 257 | 'file_id' => $fileId |
| 258 | ] |
| 259 | ]; |
| 260 | } |
| 261 | else { |
| 262 | // File hasn't been uploaded to OpenAI yet - should have been done in prepare_query |
| 263 | Meow_MWAI_Logging::warn( 'Responses API: File not uploaded to OpenAI yet (type: ' . $file->get_type() . ')' ); |
| 264 | } |
| 265 | } |
| 266 | } |
| 267 | |
| 268 | $body['input'] = [ |
| 269 | [ |
| 270 | 'role' => 'user', |
| 271 | 'content' => $content |
| 272 | ] |
| 273 | ]; |
| 274 | |
| 275 | // Add context if present |
| 276 | if ( !empty( $query->context ) ) { |
| 277 | // Prepend context as a separate input_text in the same message |
| 278 | array_unshift( $body['input'][0]['content'], [ |
| 279 | 'type' => 'input_text', |
| 280 | 'text' => $query->context . "\n\n" |
| 281 | ] ); |
| 282 | } |
| 283 | } |
| 284 | } |
| 285 | else { |
| 286 | // Use full history mode (internal) or when no previous_response_id |
| 287 | |
| 288 | // Build input - always use array format for Responses API |
| 289 | $hasAttachments = method_exists( $query, 'getAttachments' ) && !empty( $query->getAttachments() ); |
| 290 | if ( !empty( $query->messages ) || $hasAttachments || $query instanceof Meow_MWAI_Query_Feedback ) { |
| 291 | $body['input'] = $this->build_responses_input_array( $query ); |
| 292 | } |
| 293 | else { |
| 294 | // Even for simple text, Responses API expects message format |
| 295 | $body['input'] = [ |
| 296 | [ |
| 297 | 'role' => 'user', |
| 298 | 'content' => [ |
| 299 | [ |
| 300 | 'type' => 'input_text', |
| 301 | 'text' => $query->get_message() |
| 302 | ] |
| 303 | ] |
| 304 | ] |
| 305 | ]; |
| 306 | } |
| 307 | |
| 308 | // Add context if present |
| 309 | if ( !empty( $query->context ) ) { |
| 310 | if ( isset( $body['input'] ) && is_string( $body['input'] ) ) { |
| 311 | $body['input'] = $query->context . "\n\n" . $body['input']; |
| 312 | } |
| 313 | else { |
| 314 | // Add context as system message |
| 315 | array_unshift( $body['input'], [ |
| 316 | 'role' => 'system', |
| 317 | 'content' => $query->context |
| 318 | ] ); |
| 319 | } |
| 320 | } |
| 321 | } |
| 322 | |
| 323 | // Parameters - skip these when using Prompt mode |
| 324 | $promptData = $query->getExtraParam( 'prompt' ); |
| 325 | $isPromptMode = !empty( $promptData ) && !empty( $promptData['id'] ); |
| 326 | |
| 327 | if ( !$isPromptMode ) { |
| 328 | if ( !empty( $query->maxTokens ) ) { |
| 329 | $body['max_output_tokens'] = $query->maxTokens; |
| 330 | } |
| 331 | |
| 332 | // Handle temperature parameter - GPT-5 models don't support it |
| 333 | if ( !empty( $query->temperature ) && $query->temperature !== 1 ) { |
| 334 | // Check if this is a GPT-5 model (gpt-5, gpt-5-mini, gpt-5-nano) |
| 335 | if ( strpos( $query->model, 'gpt-5' ) !== 0 ) { |
| 336 | $body['temperature'] = $query->temperature; |
| 337 | } |
| 338 | // For GPT-5 models, skip the temperature parameter entirely |
| 339 | } |
| 340 | } |
| 341 | |
| 342 | // Handle reasoning parameter only for models that support it |
| 343 | if ( !$isPromptMode && !empty( $query->reasoning ) ) { |
| 344 | // Check if the model has the 'reasoning' tag |
| 345 | $modelInfo = $this->retrieve_model_info( $query->model ); |
| 346 | if ( $modelInfo && !empty( $modelInfo['tags'] ) && in_array( 'reasoning', $modelInfo['tags'] ) ) { |
| 347 | // Add reasoning parameter as an object (Responses API expects object) |
| 348 | // { reasoning: { effort: 'none|minimal|low|medium|high' } } |
| 349 | $body['reasoning'] = [ 'effort' => $query->reasoning ]; |
| 350 | } |
| 351 | } |
| 352 | |
| 353 | // Handle verbosity parameter only for models that support it |
| 354 | if ( !$isPromptMode && !empty( $query->verbosity ) ) { |
| 355 | // Check if the model has the 'verbosity' tag |
| 356 | $modelInfo = $this->retrieve_model_info( $query->model ); |
| 357 | if ( $modelInfo && !empty( $modelInfo['tags'] ) && in_array( 'verbosity', $modelInfo['tags'] ) ) { |
| 358 | // Add verbosity parameter if set (inside text object) |
| 359 | if ( !isset( $body['text'] ) || !is_array( $body['text'] ) ) { |
| 360 | $body['text'] = []; |
| 361 | } |
| 362 | $body['text']['verbosity'] = $query->verbosity; |
| 363 | } |
| 364 | } |
| 365 | |
| 366 | // Note: The Responses API does not support the 'n' parameter for multiple results |
| 367 | // Unlike the Chat Completions API, Responses API generates one response at a time |
| 368 | // If multiple results are needed, separate requests must be made |
| 369 | // Reference: https://platform.openai.com/docs/api-reference/responses |
| 370 | if ( !empty( $query->maxResults ) && $query->maxResults > 1 ) { |
| 371 | Meow_MWAI_Logging::warn( 'Responses API does not support multiple results (n parameter). Only one result will be generated.' ); |
| 372 | } |
| 373 | |
| 374 | if ( !empty( $query->stop ) ) { |
| 375 | $body['stop'] = $query->stop; |
| 376 | } |
| 377 | |
| 378 | if ( !empty( $query->responseFormat ) && $query->responseFormat === 'json' ) { |
| 379 | // Responses API uses 'text.format' instead of 'response_format' |
| 380 | if ( !isset( $body['text'] ) || !is_array( $body['text'] ) ) { |
| 381 | $body['text'] = []; |
| 382 | } |
| 383 | $body['text']['format'] = [ 'type' => 'json_object' ]; |
| 384 | } |
| 385 | |
| 386 | // Function calling - convert to tools |
| 387 | // IMPORTANT: Tools must be included in ALL requests, even when using previous_response_id |
| 388 | // The API needs to know which functions are available throughout the entire conversation |
| 389 | if ( !empty( $query->functions ) ) { |
| 390 | $body['tools'] = $this->build_responses_tools( $query->functions ); |
| 391 | // IMPORTANT: Enable parallel tool calls to allow multiple function calls in one response |
| 392 | // TODO: OpenAI's Responses API has a bug where it only returns ONE function call even when |
| 393 | // parallel_tool_calls=true is set and multiple functions are clearly needed. This works correctly |
| 394 | // with the Chat Completions API. Monitor OpenAI's updates and test again in the future. |
| 395 | // Issue discovered: August 2025 - Only getDeskTemperature is called when both desk AND outdoor are requested. |
| 396 | $body['parallel_tool_calls'] = true; |
| 397 | } |
| 398 | |
| 399 | |
| 400 | // Add MCP servers if available |
| 401 | if ( isset( $query->mcpServers ) && is_array( $query->mcpServers ) && !empty( $query->mcpServers ) ) { |
| 402 | $mcp_envs = $this->core->get_option( 'mcp_envs' ); |
| 403 | $this->mcpServerCount = count( $query->mcpServers ); |
| 404 | |
| 405 | foreach ( $query->mcpServers as $mcpServer ) { |
| 406 | if ( isset( $mcpServer['id'] ) ) { |
| 407 | // Find the full MCP server configuration by ID |
| 408 | foreach ( $mcp_envs as $env ) { |
| 409 | if ( $env['id'] === $mcpServer['id'] ) { |
| 410 | // Sanitize server label for OpenAI requirements |
| 411 | $server_label = $env['name'] . '_' . $env['id']; |
| 412 | // Remove spaces and special characters |
| 413 | $server_label = preg_replace( '/[^a-zA-Z0-9_]/', '', $server_label ); |
| 414 | // Replace double or tripe underscores with single underscore |
| 415 | $server_label = preg_replace( '/_{2,}/', '_', $server_label ); |
| 416 | // Ensure it starts with a letter |
| 417 | if ( !preg_match( '/^[a-zA-Z]/', $server_label ) ) { |
| 418 | $server_label = 'mcp_' . $server_label; |
| 419 | } |
| 420 | |
| 421 | $mcp_tool = [ |
| 422 | 'type' => 'mcp', |
| 423 | 'server_label' => $server_label, |
| 424 | 'server_url' => $env['url'], |
| 425 | 'require_approval' => 'never' |
| 426 | ]; |
| 427 | |
| 428 | // Add authorization header if available |
| 429 | if ( !empty( $env['token'] ) ) { |
| 430 | $mcp_tool['headers'] = [ |
| 431 | 'Authorization' => 'Bearer ' . $env['token'] |
| 432 | ]; |
| 433 | } |
| 434 | |
| 435 | // Add to tools array |
| 436 | if ( !isset( $body['tools'] ) ) { |
| 437 | $body['tools'] = []; |
| 438 | } |
| 439 | $body['tools'][] = $mcp_tool; |
| 440 | |
| 441 | break; |
| 442 | } |
| 443 | } |
| 444 | } |
| 445 | } |
| 446 | } |
| 447 | |
| 448 | // Add tool_choice parameter if tools are present |
| 449 | if ( !empty( $body['tools'] ) ) { |
| 450 | // Default to 'auto' to let the model choose |
| 451 | $body['tool_choice'] = 'auto'; |
| 452 | } |
| 453 | |
| 454 | // Add tools (web_search, image_generation, code_interpreter) if specified |
| 455 | if ( !empty( $query->tools ) && is_array( $query->tools ) ) { |
| 456 | |
| 457 | // Ensure tools array exists |
| 458 | if ( !isset( $body['tools'] ) ) { |
| 459 | $body['tools'] = []; |
| 460 | } |
| 461 | |
| 462 | // Add each enabled tool |
| 463 | foreach ( $query->tools as $tool ) { |
| 464 | if ( in_array( $tool, ['web_search', 'image_generation', 'code_interpreter'] ) ) { |
| 465 | $toolConfig = [ 'type' => $tool ]; |
| 466 | |
| 467 | // Image generation requires partial_images when streaming |
| 468 | if ( $tool === 'image_generation' && !empty( $streamCallback ) ) { |
| 469 | $toolConfig['partial_images'] = 1; |
| 470 | } |
| 471 | |
| 472 | // Code interpreter requires container configuration |
| 473 | if ( $tool === 'code_interpreter' ) { |
| 474 | $toolConfig['container'] = [ 'type' => 'auto' ]; |
| 475 | // Add file_ids if available in the query |
| 476 | if ( !empty( $query->fileIds ) && is_array( $query->fileIds ) ) { |
| 477 | $toolConfig['container']['file_ids'] = $query->fileIds; |
| 478 | } |
| 479 | // Code interpreter tool configured |
| 480 | } |
| 481 | |
| 482 | $body['tools'][] = $toolConfig; |
| 483 | Meow_MWAI_Logging::log( 'Responses API: Added tool ' . $tool . ' to request' ); |
| 484 | } |
| 485 | } |
| 486 | } |
| 487 | |
| 488 | // Add file_search tool if OpenAI Vector Store is configured |
| 489 | if ( !empty( $query->embeddingsEnvId ) ) { |
| 490 | Meow_MWAI_Logging::log( 'Responses API: Checking embeddings environment - embeddingsEnvId: ' . $query->embeddingsEnvId ); |
| 491 | |
| 492 | $embeddingsEnv = $this->core->get_embeddings_env( $query->embeddingsEnvId ); |
| 493 | |
| 494 | if ( $embeddingsEnv && $embeddingsEnv['type'] === 'openai-vector-store' ) { |
| 495 | Meow_MWAI_Logging::log( 'Responses API: Found OpenAI Vector Store environment' ); |
| 496 | |
| 497 | // Check if the OpenAI environment matches |
| 498 | $openai_env_id = $embeddingsEnv['openai_env_id'] ?? null; |
| 499 | |
| 500 | Meow_MWAI_Logging::log( 'Responses API: Comparing environments - embeddings OpenAI env: ' . ( $openai_env_id ?? 'null' ) . ', current env: ' . $this->envId ); |
| 501 | |
| 502 | if ( $openai_env_id === $this->envId && !empty( $embeddingsEnv['store_id'] ) ) { |
| 503 | // Ensure tools array exists |
| 504 | if ( !isset( $body['tools'] ) ) { |
| 505 | $body['tools'] = []; |
| 506 | } |
| 507 | |
| 508 | // Add file_search tool with vector store ID |
| 509 | $body['tools'][] = [ |
| 510 | 'type' => 'file_search', |
| 511 | 'vector_store_ids' => [ $embeddingsEnv['store_id'] ] |
| 512 | ]; |
| 513 | |
| 514 | Meow_MWAI_Logging::log( 'Responses API: Added file_search tool with vector store: ' . $embeddingsEnv['store_id'] ); |
| 515 | } else { |
| 516 | if ( $openai_env_id !== $this->envId ) { |
| 517 | Meow_MWAI_Logging::log( 'Responses API: Environment mismatch - file_search tool not added' ); |
| 518 | } |
| 519 | if ( empty( $embeddingsEnv['store_id'] ) ) { |
| 520 | Meow_MWAI_Logging::log( 'Responses API: No store_id configured - file_search tool not added' ); |
| 521 | } |
| 522 | } |
| 523 | } else { |
| 524 | Meow_MWAI_Logging::log( 'Responses API: Embeddings environment is not OpenAI Vector Store type (type: ' . ( $embeddingsEnv['type'] ?? 'null' ) . ')' ); |
| 525 | } |
| 526 | } else { |
| 527 | Meow_MWAI_Logging::log( 'Responses API: No embeddingsEnvId in query - file_search tool not added' ); |
| 528 | } |
| 529 | |
| 530 | // Note: Responses API doesn't support stream_options parameter |
| 531 | // Usage tracking is handled differently in the streaming response |
| 532 | } |
| 533 | else if ( $query instanceof Meow_MWAI_Query_Image ) { |
| 534 | // For image generation, we can use the integrated approach |
| 535 | if ( $query->model === 'gpt-image-1' ) { |
| 536 | $body['tools'] = [[ |
| 537 | 'type' => 'image_generation' |
| 538 | ]]; |
| 539 | $body['input'] = $query->get_message(); |
| 540 | } |
| 541 | else { |
| 542 | // Fallback to old API for DALL-E models |
| 543 | return $this->build_body( $query, $streamCallback ); |
| 544 | } |
| 545 | } |
| 546 | |
| 547 | // Debug logging for feedback queries |
| 548 | if ( $query instanceof Meow_MWAI_Query_Feedback ) { |
| 549 | Meow_MWAI_Logging::log( 'Responses API: Feedback query body: ' . json_encode( $body ) ); |
| 550 | } |
| 551 | |
| 552 | // Ensure parallel_tool_calls is set when we have tools |
| 553 | if ( !empty( $body['tools'] ) && !isset( $body['parallel_tool_calls'] ) ) { |
| 554 | $body['parallel_tool_calls'] = true; |
| 555 | } |
| 556 | |
| 557 | // Azure Responses API doesn't support web_search tool yet (preview limitation) |
| 558 | if ( $this->envType === 'azure' && !empty( $body['tools'] ) ) { |
| 559 | $body['tools'] = array_values( array_filter( $body['tools'], function( $tool ) { |
| 560 | $toolType = $tool['type'] ?? null; |
| 561 | if ( $toolType === 'web_search' ) { |
| 562 | Meow_MWAI_Logging::log( 'Responses API: Removing web_search tool for Azure (not supported in preview)' ); |
| 563 | return false; |
| 564 | } |
| 565 | return true; |
| 566 | } ) ); |
| 567 | } |
| 568 | |
| 569 | return $body; |
| 570 | } |
| 571 | |
| 572 | /** |
| 573 | * Build tool messages for feedback when using previous_response_id |
| 574 | */ |
| 575 | protected function build_tool_messages_for_feedback( $query ) { |
| 576 | $messages = []; |
| 577 | |
| 578 | if ( $query instanceof Meow_MWAI_Query_Feedback && !empty( $query->blocks ) ) { |
| 579 | foreach ( $query->blocks as $block ) { |
| 580 | if ( isset( $block['feedbacks'] ) ) { |
| 581 | foreach ( $block['feedbacks'] as $feedback ) { |
| 582 | // Get the tool call ID from the original request |
| 583 | $toolId = $feedback['request']['toolId'] ?? null; |
| 584 | |
| 585 | if ( $toolId ) { |
| 586 | // According to Responses API spec, tool results should use role:"tool" |
| 587 | $toolMessage = [ |
| 588 | 'role' => 'tool', |
| 589 | 'tool_call_id' => $toolId, |
| 590 | 'content' => [ |
| 591 | [ |
| 592 | 'type' => 'tool_result', |
| 593 | 'tool_result' => (string) ( $feedback['reply']['value'] ?? '' ) |
| 594 | ] |
| 595 | ] |
| 596 | ]; |
| 597 | $messages[] = $toolMessage; |
| 598 | |
| 599 | Meow_MWAI_Logging::log( 'Responses API: Added tool result with tool_call_id ' . $toolId . ' - Message: ' . json_encode( $toolMessage ) ); |
| 600 | } |
| 601 | } |
| 602 | } |
| 603 | } |
| 604 | } |
| 605 | |
| 606 | return $messages; |
| 607 | } |
| 608 | |
| 609 | /** |
| 610 | * Build input array for complex message structures |
| 611 | */ |
| 612 | protected function build_responses_input_array( $query ) { |
| 613 | // Use the MessageBuilder service for streamlined message building |
| 614 | // Note: Files are uploaded via prepare_query() BEFORE streaming hooks are set |
| 615 | $messages = $this->core->messageBuilder->build_responses_api_messages( $query ); |
| 616 | |
| 617 | // Note: Function result events are now emitted centrally in core.php |
| 618 | // when the function is actually executed |
| 619 | |
| 620 | // Debug logging |
| 621 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 622 | if ( $queries_debug && $query instanceof Meow_MWAI_Query_Feedback ) { |
| 623 | error_log( '[AI Engine Queries] Feedback query messages order:' ); |
| 624 | foreach ( $messages as $idx => $msg ) { |
| 625 | if ( isset( $msg['type'] ) ) { |
| 626 | $log_msg = ' [' . $idx . '] ' . $msg['type']; |
| 627 | if ( $msg['type'] === 'function_call' ) { |
| 628 | $log_msg .= ' - ' . ( $msg['name'] ?? 'unknown' ) . ' (call_id: ' . ( $msg['call_id'] ?? 'none' ) . ')'; |
| 629 | } |
| 630 | elseif ( $msg['type'] === 'function_call_output' ) { |
| 631 | $log_msg .= ' (call_id: ' . ( $msg['call_id'] ?? 'none' ) . ', output: ' . substr( $msg['output'] ?? '', 0, 50 ) . ')'; |
| 632 | } |
| 633 | error_log( '[AI Engine Queries]' . $log_msg ); |
| 634 | } |
| 635 | elseif ( isset( $msg['role'] ) ) { |
| 636 | $content_preview = ''; |
| 637 | if ( isset( $msg['content'] ) ) { |
| 638 | if ( is_string( $msg['content'] ) ) { |
| 639 | $content_preview = ' - "' . substr( $msg['content'], 0, 50 ) . '"'; |
| 640 | } |
| 641 | elseif ( is_array( $msg['content'] ) && isset( $msg['content'][0]['text'] ) ) { |
| 642 | $content_preview = ' - "' . substr( $msg['content'][0]['text'], 0, 50 ) . '"'; |
| 643 | } |
| 644 | elseif ( is_array( $msg['content'] ) && isset( $msg['content'][0]['type'] ) && $msg['content'][0]['type'] === 'input_text' ) { |
| 645 | $content_preview = ' - "' . substr( $msg['content'][0]['text'] ?? '', 0, 50 ) . '"'; |
| 646 | } |
| 647 | } |
| 648 | error_log( '[AI Engine Queries] [' . $idx . '] ' . $msg['role'] . $content_preview ); |
| 649 | } |
| 650 | } |
| 651 | } |
| 652 | |
| 653 | return $messages; |
| 654 | } |
| 655 | |
| 656 | /** |
| 657 | * Convert functions to Responses API tools format |
| 658 | */ |
| 659 | protected function build_responses_tools( $functions ) { |
| 660 | $tools = []; |
| 661 | |
| 662 | foreach ( $functions as $function ) { |
| 663 | $functionData = $function->serializeForOpenAI(); |
| 664 | |
| 665 | // Ensure the function data has all required fields |
| 666 | if ( !isset( $functionData['name'] ) || empty( $functionData['name'] ) ) { |
| 667 | Meow_MWAI_Logging::warn( 'Function missing required name field' ); |
| 668 | continue; |
| 669 | } |
| 670 | |
| 671 | // Responses API expects a flatter structure |
| 672 | $parameters = $functionData['parameters'] ?? null; |
| 673 | |
| 674 | // Ensure parameters has the correct structure |
| 675 | if ( !$parameters ) { |
| 676 | $parameters = [ |
| 677 | 'type' => 'object', |
| 678 | 'properties' => new stdClass(), |
| 679 | 'required' => [] |
| 680 | ]; |
| 681 | } |
| 682 | else { |
| 683 | // Ensure properties is an object, not an array when empty |
| 684 | if ( isset( $parameters['properties'] ) && |
| 685 | is_array( $parameters['properties'] ) && |
| 686 | empty( $parameters['properties'] ) ) { |
| 687 | $parameters['properties'] = new stdClass(); |
| 688 | } |
| 689 | } |
| 690 | |
| 691 | $tool = [ |
| 692 | 'type' => 'function', |
| 693 | 'name' => $functionData['name'], |
| 694 | 'description' => $functionData['description'] ?? '', |
| 695 | 'parameters' => $parameters, |
| 696 | 'strict' => false // Set to false for now, can be made configurable later |
| 697 | ]; |
| 698 | |
| 699 | $tools[] = $tool; |
| 700 | } |
| 701 | |
| 702 | return $tools; |
| 703 | } |
| 704 | |
| 705 | /** |
| 706 | * Build feedback input for Responses API when using previous_response_id. |
| 707 | * |
| 708 | * The Responses API requires a very specific format for function results: |
| 709 | * 1. Echo the exact function_call message from the model |
| 710 | * 2. Provide the function_call_output with matching call_id |
| 711 | * |
| 712 | * This method extracts these from the feedback blocks and formats them correctly. |
| 713 | * |
| 714 | * @param Meow_MWAI_Query_Feedback $query The feedback query containing function results |
| 715 | * @return array Array of messages in Responses API format |
| 716 | */ |
| 717 | protected function build_feedback_input_for_responses_api( $query ) { |
| 718 | // Use the MessageBuilder service for streamlined message building |
| 719 | $messages = $this->core->messageBuilder->build_feedback_only_messages( $query ); |
| 720 | |
| 721 | // For Responses API, the input should be wrapped in a specific structure |
| 722 | // According to OpenAI docs, function results should be sent as an array of messages |
| 723 | return $messages; |
| 724 | } |
| 725 | |
| 726 | /** |
| 727 | * Build URL for Responses API |
| 728 | */ |
| 729 | protected function build_responses_url() { |
| 730 | if ( $this->envType === 'azure' ) { |
| 731 | // Azure v1 Responses API endpoint (preview) |
| 732 | $endpoint = isset( $this->env['endpoint'] ) ? rtrim( $this->env['endpoint'], '/' ) : null; |
| 733 | |
| 734 | // Handle legacy full path endpoints for backward compatibility |
| 735 | if ( strpos( $endpoint, '/openai/responses' ) !== false || strpos( $endpoint, '/openai/v1/responses' ) !== false ) { |
| 736 | // Extract the base URL (remove the path and query params) |
| 737 | $baseUrl = str_replace( '/openai/responses', '', $endpoint ); |
| 738 | $baseUrl = str_replace( '/openai/v1/responses', '', $baseUrl ); |
| 739 | $baseUrl = preg_replace( '/\?.*$/', '', $baseUrl ); |
| 740 | |
| 741 | // For Azure v1 Responses API, we do NOT include deployment in the URL |
| 742 | // The deployment name goes in the request body as 'model' |
| 743 | $url = $baseUrl . '/openai/v1/responses'; |
| 744 | |
| 745 | // Preserve the API version if it was included |
| 746 | if ( strpos( $endpoint, 'api-version=' ) !== false ) { |
| 747 | preg_match( '/api-version=([^&]+)/', $endpoint, $matches ); |
| 748 | $apiVersion = $matches[1] ?? 'preview'; |
| 749 | $url .= '?api-version=' . $apiVersion; |
| 750 | } else { |
| 751 | $url .= '?api-version=preview'; |
| 752 | } |
| 753 | } |
| 754 | else { |
| 755 | // Standard format: just the resource domain |
| 756 | // Ensure the endpoint has the proper protocol |
| 757 | if ( strpos( $endpoint, 'http' ) !== 0 ) { |
| 758 | $endpoint = 'https://' . $endpoint; |
| 759 | } |
| 760 | |
| 761 | // Build the v1 endpoint without deployment in path |
| 762 | // For Azure v1 Responses API, deployment goes in the body, not the URL |
| 763 | $url = rtrim( $endpoint, '/' ) . '/openai/v1/responses?api-version=preview'; |
| 764 | } |
| 765 | } |
| 766 | else { |
| 767 | $endpoint = apply_filters( 'mwai_openai_endpoint', 'https://api.openai.com/v1', $this->env ); |
| 768 | $url = trailingslashit( $endpoint ) . 'responses'; |
| 769 | } |
| 770 | |
| 771 | return $url; |
| 772 | } |
| 773 | |
| 774 | /** |
| 775 | * Get Azure endpoint with protocol |
| 776 | */ |
| 777 | private function get_azure_endpoint() { |
| 778 | $endpoint = isset( $this->env['endpoint'] ) ? rtrim( $this->env['endpoint'], '/' ) : null; |
| 779 | |
| 780 | if ( empty( $endpoint ) ) { |
| 781 | throw new Exception( 'Azure endpoint not configured. Please set the endpoint URL in your Azure environment settings.' ); |
| 782 | } |
| 783 | |
| 784 | // Ensure endpoint has protocol |
| 785 | if ( strpos( $endpoint, 'http://' ) !== 0 && strpos( $endpoint, 'https://' ) !== 0 ) { |
| 786 | $endpoint = 'https://' . $endpoint; |
| 787 | } |
| 788 | |
| 789 | return $endpoint; |
| 790 | } |
| 791 | |
| 792 | /** |
| 793 | * Extract Azure region from endpoint URL |
| 794 | * Azure OpenAI endpoints can be in different formats: |
| 795 | * - https://my-resource.openai.azure.com (custom subdomain - region not in URL) |
| 796 | * - https://eastus2.api.cognitive.microsoft.com (region-based) |
| 797 | * |
| 798 | * For custom subdomains, we need to use the Azure REST API to get the region, |
| 799 | * but for simplicity we'll check if a region is explicitly set in the env, |
| 800 | * otherwise default to common regions based on the resource name pattern. |
| 801 | */ |
| 802 | private function get_azure_region( $endpoint ) { |
| 803 | // Check if region is explicitly set in environment |
| 804 | if ( isset( $this->env['region'] ) && !empty( $this->env['region'] ) ) { |
| 805 | return $this->env['region']; |
| 806 | } |
| 807 | |
| 808 | // Try to extract from region-based endpoint format |
| 809 | if ( preg_match( '/([a-z0-9]+)\.api\.cognitive\.microsoft\.com/', $endpoint, $matches ) ) { |
| 810 | return $matches[1]; |
| 811 | } |
| 812 | |
| 813 | // For custom subdomain endpoints, try to infer from common patterns |
| 814 | // or default to the most common realtime regions |
| 815 | if ( preg_match( '/\.openai\.azure\.com/', $endpoint ) ) { |
| 816 | // Default to eastus2 as it's one of the primary realtime regions |
| 817 | // User can override this by setting the region in their environment |
| 818 | return 'eastus2'; |
| 819 | } |
| 820 | |
| 821 | // Fallback default |
| 822 | return 'eastus2'; |
| 823 | } |
| 824 | |
| 825 | /** |
| 826 | * Build Azure realtime sessions URL |
| 827 | */ |
| 828 | private function build_azure_realtime_url( $endpoint ) { |
| 829 | // Azure uses /openai/realtimeapi/sessions (not /openai/realtime/sessions) |
| 830 | // The deployment is sent in the POST body, not in the URL |
| 831 | return $endpoint . '/openai/realtimeapi/sessions?api-version=2025-04-01-preview'; |
| 832 | } |
| 833 | |
| 834 | /** |
| 835 | * Build Azure v1 URL for containers/files |
| 836 | */ |
| 837 | private function build_azure_v1_url( $endpoint, $url ) { |
| 838 | $fullUrl = $endpoint . '/openai/v1' . $url; |
| 839 | |
| 840 | // Add API version |
| 841 | $hasQuery = strpos( $fullUrl, '?' ) !== false; |
| 842 | return $fullUrl . ( $hasQuery ? '&' : '?' ) . 'api-version=preview'; |
| 843 | } |
| 844 | |
| 845 | /** |
| 846 | * Override execute to handle Azure v1 endpoints for containers, files, and realtime |
| 847 | */ |
| 848 | public function execute( |
| 849 | $method, |
| 850 | $url, |
| 851 | $query = null, |
| 852 | $formFields = null, |
| 853 | $json = true, |
| 854 | $extraHeaders = null, |
| 855 | $streamCallback = null |
| 856 | ) { |
| 857 | // For Azure container/files/realtime operations, use v1 endpoint |
| 858 | if ( $this->envType === 'azure' && |
| 859 | ( strpos( $url, '/containers/' ) !== false || |
| 860 | strpos( $url, '/files/' ) !== false || |
| 861 | strpos( $url, '/realtime/' ) !== false ) ) { |
| 862 | |
| 863 | $endpoint = $this->get_azure_endpoint(); |
| 864 | |
| 865 | // Build the appropriate URL based on the operation type |
| 866 | if ( strpos( $url, '/realtime/sessions' ) !== false ) { |
| 867 | $fullUrl = $this->build_azure_realtime_url( $endpoint ); |
| 868 | } else { |
| 869 | $fullUrl = $this->build_azure_v1_url( $endpoint, $url ); |
| 870 | } |
| 871 | |
| 872 | // Prepare headers |
| 873 | $headers = [ |
| 874 | 'Content-Type' => 'application/json', |
| 875 | 'api-key' => $this->apiKey |
| 876 | ]; |
| 877 | |
| 878 | if ( $extraHeaders ) { |
| 879 | $headers = array_merge( $headers, $extraHeaders ); |
| 880 | } |
| 881 | |
| 882 | // Prepare body |
| 883 | $body = null; |
| 884 | if ( $method !== 'GET' && !empty( $query ) ) { |
| 885 | if ( is_string( $query ) ) { |
| 886 | $body = $query; |
| 887 | } else { |
| 888 | $body = $this->safe_json_encode( $query, 'Azure v1 query' ); |
| 889 | } |
| 890 | } |
| 891 | |
| 892 | $options = [ |
| 893 | 'headers' => $headers, |
| 894 | 'method' => $method, |
| 895 | 'timeout' => MWAI_TIMEOUT, |
| 896 | 'body' => $body, |
| 897 | 'sslverify' => false |
| 898 | ]; |
| 899 | |
| 900 | // Log if debug enabled |
| 901 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 902 | if ( $queries_debug ) { |
| 903 | error_log( '[AI Engine Queries] Azure v1 Request to: ' . $fullUrl ); |
| 904 | error_log( '[AI Engine Queries] Method: ' . $method ); |
| 905 | error_log( '[AI Engine Queries] Headers: ' . json_encode( array_keys( $headers ) ) ); |
| 906 | if ( !empty( $body ) ) { |
| 907 | error_log( '[AI Engine Queries] Request Body: ' . $body ); |
| 908 | } |
| 909 | } |
| 910 | |
| 911 | // Make the request |
| 912 | $res = wp_remote_request( $fullUrl, $options ); |
| 913 | |
| 914 | if ( is_wp_error( $res ) ) { |
| 915 | throw new Exception( $res->get_error_message() ); |
| 916 | } |
| 917 | |
| 918 | $response_code = wp_remote_retrieve_response_code( $res ); |
| 919 | $res = wp_remote_retrieve_body( $res ); |
| 920 | |
| 921 | // Log response |
| 922 | if ( $queries_debug ) { |
| 923 | error_log( '[AI Engine Queries] Azure v1 Response Code: ' . $response_code ); |
| 924 | error_log( '[AI Engine Queries] Azure v1 Response: ' . $res ); |
| 925 | } |
| 926 | |
| 927 | // Handle response |
| 928 | if ( strpos( $url, '/content' ) !== false ) { |
| 929 | // Binary content download |
| 930 | return $res; |
| 931 | } |
| 932 | |
| 933 | // JSON response |
| 934 | $data = json_decode( $res, true ); |
| 935 | |
| 936 | $this->handle_response_errors( $data ); |
| 937 | |
| 938 | return $data; |
| 939 | } |
| 940 | |
| 941 | // For non-container operations, use parent implementation |
| 942 | return parent::execute( $method, $url, $query, $formFields, $json, $extraHeaders, $streamCallback ); |
| 943 | } |
| 944 | |
| 945 | /** |
| 946 | * Override build_options to add Azure-specific headers for Responses API |
| 947 | */ |
| 948 | protected function build_options( $headers, $json = null, $forms = null, $method = 'POST' ) { |
| 949 | // Add Azure-specific headers if using Azure with Responses API |
| 950 | if ( $this->envType === 'azure' && !empty( $json ) ) { |
| 951 | // Check if image_generation tool is present |
| 952 | if ( isset( $json['tools'] ) && is_array( $json['tools'] ) ) { |
| 953 | foreach ( $json['tools'] as $tool ) { |
| 954 | if ( isset( $tool['type'] ) && $tool['type'] === 'image_generation' ) { |
| 955 | // For Azure, add the image generation deployment header |
| 956 | // Look for an image deployment in the Azure deployments |
| 957 | if ( isset( $this->env['deployments'] ) && is_array( $this->env['deployments'] ) ) { |
| 958 | foreach ( $this->env['deployments'] as $deployment ) { |
| 959 | // Check if this is an image model deployment (gpt-image-1) |
| 960 | if ( isset( $deployment['model'] ) && $deployment['model'] === 'gpt-image-1' && isset( $deployment['name'] ) ) { |
| 961 | $headers['x-ms-oai-image-generation-deployment'] = $deployment['name']; |
| 962 | Meow_MWAI_Logging::log( 'Responses API: Added Azure image generation deployment header: ' . $deployment['name'] ); |
| 963 | break; |
| 964 | } |
| 965 | } |
| 966 | } |
| 967 | break; |
| 968 | } |
| 969 | } |
| 970 | } |
| 971 | } |
| 972 | |
| 973 | // Call parent's build_options |
| 974 | return parent::build_options( $headers, $json, $forms, $method ); |
| 975 | } |
| 976 | |
| 977 | /** |
| 978 | * Handle Responses API streaming data |
| 979 | */ |
| 980 | protected function responses_stream_data_handler( $json ) { |
| 981 | $content = null; |
| 982 | static $currentItemType = null; // Track the current output item type |
| 983 | // Load event helper |
| 984 | if ( !class_exists( 'Meow_MWAI_Event' ) ) { |
| 985 | require_once MWAI_PATH . '/classes/event.php'; |
| 986 | } |
| 987 | |
| 988 | // Get response metadata |
| 989 | if ( isset( $json['id'] ) ) { |
| 990 | $this->inId = $json['id']; |
| 991 | Meow_MWAI_Logging::log( 'Responses API Streaming: Found response ID in stream: ' . $this->inId ); |
| 992 | } |
| 993 | if ( isset( $json['model'] ) ) { |
| 994 | $this->inModel = $json['model']; |
| 995 | } |
| 996 | |
| 997 | // Handle different event types for Responses API |
| 998 | $eventType = $json['type'] ?? null; |
| 999 | |
| 1000 | |
| 1001 | // Debug streaming events |
| 1002 | if ( isset( $_GET['debug_mcp'] ) ) { |
| 1003 | error_log( 'AI_ENGINE_DEBUG: Streaming type: ' . ( $eventType ?? 'no_type' ) . ' - Data: ' . json_encode( $json ) ); |
| 1004 | } |
| 1005 | |
| 1006 | switch ( $eventType ) { |
| 1007 | // ===== LIFECYCLE EVENTS ===== |
| 1008 | |
| 1009 | case 'response.created': |
| 1010 | // Emitted when a response object is created - contains initial response metadata |
| 1011 | $response = $json['response'] ?? []; |
| 1012 | $this->inId = $response['id'] ?? null; |
| 1013 | $this->inModel = $response['model'] ?? null; |
| 1014 | if ( $this->inId ) { |
| 1015 | } |
| 1016 | break; |
| 1017 | |
| 1018 | case 'response.queued': |
| 1019 | // Response is queued and waiting to start processing |
| 1020 | // We can log this for debugging purposes |
| 1021 | Meow_MWAI_Logging::log( 'Responses API: Response queued for processing' ); |
| 1022 | break; |
| 1023 | |
| 1024 | case 'response.in_progress': |
| 1025 | // Emitted repeatedly while the response is being generated |
| 1026 | // Contains partial response state but typically not used for streaming text |
| 1027 | break; |
| 1028 | |
| 1029 | case 'response.completed': |
| 1030 | // Response is fully generated - extract any function calls from completed output |
| 1031 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 1032 | error_log( '[AI Engine Queries] Current streamToolCalls count: ' . count( $this->streamToolCalls ) ); |
| 1033 | } |
| 1034 | |
| 1035 | $response = $json['response'] ?? []; |
| 1036 | |
| 1037 | // Extract usage information from response.completed event |
| 1038 | if ( isset( $response['usage'] ) ) { |
| 1039 | $usage = $response['usage']; |
| 1040 | |
| 1041 | // Set stream tokens from usage data |
| 1042 | // Responses API uses input_tokens/output_tokens |
| 1043 | $inputTokens = $usage['input_tokens'] ?? $usage['prompt_tokens'] ?? null; |
| 1044 | $outputTokens = $usage['output_tokens'] ?? $usage['completion_tokens'] ?? null; |
| 1045 | |
| 1046 | if ( $inputTokens !== null ) { |
| 1047 | $this->streamInTokens = (int) $inputTokens; |
| 1048 | } |
| 1049 | if ( $outputTokens !== null ) { |
| 1050 | $this->streamOutTokens = (int) $outputTokens; |
| 1051 | } |
| 1052 | if ( isset( $usage['cost'] ) ) { |
| 1053 | $this->streamCost = (float) $usage['cost']; |
| 1054 | } |
| 1055 | } |
| 1056 | |
| 1057 | $outputs = $response['output'] ?? []; |
| 1058 | |
| 1059 | foreach ( $outputs as $idx => $output ) { |
| 1060 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 1061 | error_log( '[AI Engine Queries] Output ' . $idx . ' type: ' . ( $output['type'] ?? 'unknown' ) . ', status: ' . ( $output['status'] ?? 'no-status' ) ); |
| 1062 | } |
| 1063 | |
| 1064 | if ( isset( $output['type'] ) && $output['type'] === 'function_call' && |
| 1065 | isset( $output['status'] ) && $output['status'] === 'completed' ) { |
| 1066 | // Note: Responses API uses 'call_id' not 'id' for function calls |
| 1067 | $callId = $output['call_id'] ?? $output['id'] ?? null; |
| 1068 | $functionName = $output['name'] ?? ''; |
| 1069 | |
| 1070 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 1071 | error_log( '[AI Engine Queries] Processing function_call: ' . $functionName . ' (id: ' . $callId . ')' ); |
| 1072 | } |
| 1073 | |
| 1074 | // IMPORTANT: Deduplicate function calls |
| 1075 | // OpenAI sends the same function call in both response.output_item.done |
| 1076 | // and response.completed events. We track call IDs to avoid duplicates. |
| 1077 | if ( in_array( $callId, $this->seenCallIds, true ) ) { |
| 1078 | // Skip duplicate - already processed in response.output_item.done |
| 1079 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 1080 | error_log( '[AI Engine Queries] Skipping duplicate call ID: ' . $callId ); |
| 1081 | } |
| 1082 | continue; |
| 1083 | } |
| 1084 | |
| 1085 | // First time seeing this call ID - add it |
| 1086 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 1087 | error_log( '[AI Engine Queries] response.completed adding tool call: ' . $functionName . ' (id: ' . $callId . ')' ); |
| 1088 | } |
| 1089 | $this->seenCallIds[] = $callId; |
| 1090 | $this->streamToolCalls[] = [ |
| 1091 | 'id' => $callId, |
| 1092 | 'type' => 'function', |
| 1093 | 'function' => [ |
| 1094 | 'name' => $functionName, |
| 1095 | 'arguments' => $output['arguments'] ?? '{}' |
| 1096 | ] |
| 1097 | ]; |
| 1098 | } |
| 1099 | } |
| 1100 | break; |
| 1101 | |
| 1102 | case 'response.incomplete': |
| 1103 | // Response stopped before completion (e.g., max_tokens reached) |
| 1104 | $details = $json['response']['incomplete_details'] ?? []; |
| 1105 | Meow_MWAI_Logging::warn( 'Responses API: Response incomplete - ' . json_encode( $details ) ); |
| 1106 | break; |
| 1107 | |
| 1108 | case 'response.failed': |
| 1109 | // Response generation failed |
| 1110 | $error = $json['response']['error'] ?? []; |
| 1111 | $message = $error['message'] ?? 'Response generation failed'; |
| 1112 | throw new Exception( $message ); |
| 1113 | |
| 1114 | // ===== OUTPUT ITEM EVENTS ===== |
| 1115 | |
| 1116 | case 'response.output_item.added': |
| 1117 | // New output item added (e.g., message, function_call, etc.) |
| 1118 | // Track the type of the current output item |
| 1119 | if ( isset( $json['item'] ) && isset( $json['item']['type'] ) ) { |
| 1120 | $item = $json['item']; |
| 1121 | $itemType = $item['type']; |
| 1122 | $currentItemType = $itemType; |
| 1123 | |
| 1124 | // Code interpreter items are handled in event processing |
| 1125 | |
| 1126 | // Don't emit events here for web search or image generation - wait for more specific events |
| 1127 | // This prevents duplicate events |
| 1128 | |
| 1129 | // If it's an MCP call, store the tool name |
| 1130 | if ( $itemType === 'mcp_call' && isset( $item['id'] ) && isset( $item['name'] ) ) { |
| 1131 | $this->mcpToolNames[$item['id']] = $item['name']; |
| 1132 | Meow_MWAI_Logging::log( 'Responses API: MCP tool call added - ' . $item['name'] . ' (id: ' . $item['id'] . ')' ); |
| 1133 | |
| 1134 | if ( $this->currentDebugMode ) { |
| 1135 | $event = Meow_MWAI_Event::mcp_calling( $item['name'], $item['id'] ) |
| 1136 | ->set_metadata( 'name', $item['name'] ) |
| 1137 | ->set_metadata( 'server_label', $item['server_label'] ?? null ); |
| 1138 | call_user_func( $this->streamCallback, $event ); |
| 1139 | } |
| 1140 | } |
| 1141 | } |
| 1142 | break; |
| 1143 | |
| 1144 | case 'response.output_item.done': |
| 1145 | // Output item completed - check for MCP approval requests or tool lists |
| 1146 | if ( isset( $json['item'] ) && isset( $json['item']['type'] ) ) { |
| 1147 | $item = $json['item']; |
| 1148 | $itemType = $item['type']; |
| 1149 | |
| 1150 | // Reset current item type when we complete a message item |
| 1151 | if ( $itemType === 'message' ) { |
| 1152 | $currentItemType = null; |
| 1153 | } |
| 1154 | |
| 1155 | if ( $itemType === 'function_call' ) { |
| 1156 | // Regular function call completed - send event |
| 1157 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 1158 | $event = Meow_MWAI_Event::function_calling( $item['name'] ?? 'unknown', json_decode( $item['arguments'] ?? '{}', true ) ) |
| 1159 | ->set_metadata( 'call_id', $item['call_id'] ?? null ); |
| 1160 | call_user_func( $this->streamCallback, $event ); |
| 1161 | } |
| 1162 | |
| 1163 | // Add to streamToolCalls for execution |
| 1164 | // Note: Responses API uses 'call_id' not 'id' for function calls |
| 1165 | $callId = $item['call_id'] ?? $item['id'] ?? null; |
| 1166 | $functionName = $item['name'] ?? ''; |
| 1167 | |
| 1168 | // Add to our deduplication tracking |
| 1169 | // We process function calls here as they complete individually during streaming |
| 1170 | // The response.completed event will also try to add them, so we track IDs |
| 1171 | if ( !in_array( $callId, $this->seenCallIds, true ) ) { |
| 1172 | $this->seenCallIds[] = $callId; |
| 1173 | |
| 1174 | $this->streamToolCalls[] = [ |
| 1175 | 'id' => $callId, |
| 1176 | 'type' => 'function', |
| 1177 | 'function' => [ |
| 1178 | 'name' => $functionName, |
| 1179 | 'arguments' => $item['arguments'] ?? '{}' |
| 1180 | ] |
| 1181 | ]; |
| 1182 | } |
| 1183 | } |
| 1184 | elseif ( $itemType === 'mcp_approval_request' ) { |
| 1185 | // IMPORTANT: MCP (Model Context Protocol) tools are executed remotely by OpenAI |
| 1186 | // Unlike regular function calls, MCP tools do NOT need local execution |
| 1187 | // Therefore, we should NOT add them to streamToolCalls array |
| 1188 | // This prevents creation of unnecessary feedback queries and second response cycles |
| 1189 | Meow_MWAI_Logging::log( 'Responses API: MCP approval request for ' . $item['name'] . ' from server ' . $item['server_label'] . ' (handled remotely)' ); |
| 1190 | } |
| 1191 | elseif ( $item['type'] === 'mcp_call' ) { |
| 1192 | // IMPORTANT: MCP calls are already executed remotely by OpenAI's infrastructure |
| 1193 | // The result is included in the same response stream |
| 1194 | // We must NOT add these to streamToolCalls to avoid duplicate execution attempts |
| 1195 | Meow_MWAI_Logging::log( 'Responses API: MCP call completed - ' . $item['name'] . ' (already executed remotely)' ); |
| 1196 | |
| 1197 | // Send event for completed MCP call when debug is enabled |
| 1198 | if ( $this->currentDebugMode && isset( $item['name'] ) ) { |
| 1199 | $args = json_decode( $item['arguments'] ?? '{}', true ); |
| 1200 | $output = $item['output'] ?? null; |
| 1201 | |
| 1202 | // Skip the tool_call event for MCP calls since we already sent mcp_tool_call |
| 1203 | // This prevents duplicate events in the UI |
| 1204 | |
| 1205 | // Then send a separate event for the tool result |
| 1206 | if ( $output ) { |
| 1207 | // Format the output preview |
| 1208 | $outputPreview = is_array( $output ) ? json_encode( $output ) : (string) $output; |
| 1209 | if ( strlen( $outputPreview ) > 100 ) { |
| 1210 | $outputPreview = substr( $outputPreview, 0, 100 ) . '...'; |
| 1211 | } |
| 1212 | |
| 1213 | $resultEvent = Meow_MWAI_Event::mcp_result( $item['name'] ) |
| 1214 | ->set_metadata( 'output', $output ); |
| 1215 | call_user_func( $this->streamCallback, $resultEvent ); |
| 1216 | } |
| 1217 | |
| 1218 | // Don't return content since we've already sent events |
| 1219 | $content = null; |
| 1220 | } |
| 1221 | } |
| 1222 | elseif ( $itemType === 'web_search_call' ) { |
| 1223 | // Web search completed - don't emit event here |
| 1224 | // The event will be emitted by the response.web_search_call.completed handler |
| 1225 | // This prevents duplicate events |
| 1226 | Meow_MWAI_Logging::log( 'Responses API: Web search output item completed (event handled by specific handler)' ); |
| 1227 | } |
| 1228 | elseif ( $itemType === 'code_interpreter_call' ) { |
| 1229 | // Code interpreter completed |
| 1230 | Meow_MWAI_Logging::log( 'Responses API: Code interpreter output item completed' ); |
| 1231 | |
| 1232 | // Store container ID if available |
| 1233 | if ( isset( $item['container_id'] ) ) { |
| 1234 | $this->streamContainerId = $item['container_id']; |
| 1235 | Meow_MWAI_Logging::log( 'Responses API: Found container_id in streaming: ' . $this->streamContainerId ); |
| 1236 | } |
| 1237 | |
| 1238 | // Check for files in the result |
| 1239 | if ( isset( $item['result'] ) ) { |
| 1240 | $result = $item['result']; |
| 1241 | |
| 1242 | // Look for files in the result |
| 1243 | if ( isset( $result['files'] ) ) { |
| 1244 | // Store these files |
| 1245 | if ( !isset( $this->streamCodeInterpreterFiles ) ) { |
| 1246 | $this->streamCodeInterpreterFiles = []; |
| 1247 | } |
| 1248 | |
| 1249 | foreach ( $result['files'] as $file ) { |
| 1250 | $this->streamCodeInterpreterFiles[] = $file; |
| 1251 | Meow_MWAI_Logging::log( 'Responses API: Captured file from result: ' . ( $file['filename'] ?? $file['id'] ?? 'unknown' ) ); |
| 1252 | } |
| 1253 | } |
| 1254 | |
| 1255 | // Handle standard output |
| 1256 | if ( isset( $result['stdout'] ) && !empty( $result['stdout'] ) ) { |
| 1257 | // Add code output to the response content |
| 1258 | $content = "\n```\n" . $result['stdout'] . "\n```\n"; |
| 1259 | Meow_MWAI_Logging::log( 'Responses API: Code interpreter stdout: ' . substr( $result['stdout'], 0, 100 ) ); |
| 1260 | } |
| 1261 | } |
| 1262 | } |
| 1263 | elseif ( $itemType === 'image_generation_call' ) { |
| 1264 | // Image generation completed |
| 1265 | Meow_MWAI_Logging::log( 'Responses API: Image generation output item completed' ); |
| 1266 | |
| 1267 | // Extract the base64 image from the result |
| 1268 | if ( isset( $item['result'] ) ) { |
| 1269 | $base64Image = $item['result']; |
| 1270 | |
| 1271 | // Store the image for later processing |
| 1272 | if ( !isset( $this->streamImages ) ) { |
| 1273 | $this->streamImages = []; |
| 1274 | } |
| 1275 | |
| 1276 | $this->streamImages[] = $base64Image; |
| 1277 | |
| 1278 | Meow_MWAI_Logging::log( 'Responses API: Stored generated image (base64 length: ' . strlen( $base64Image ) . ')' ); |
| 1279 | } |
| 1280 | } |
| 1281 | elseif ( $item['type'] === 'mcp_list_tools' ) { |
| 1282 | // MCP tools list discovered |
| 1283 | $server_label = $item['server_label'] ?? 'unknown'; |
| 1284 | $tools_count = isset( $item['tools'] ) ? count( $item['tools'] ) : 0; |
| 1285 | $this->mcpTotalToolCount += $tools_count; |
| 1286 | Meow_MWAI_Logging::log( 'Responses API: MCP tools list from server ' . $server_label . ' containing ' . $tools_count . ' tools' ); |
| 1287 | |
| 1288 | // Send event for tools discovery using the aggregated format |
| 1289 | if ( $this->currentDebugMode ) { |
| 1290 | $serverCount = $this->mcpServerCount > 0 ? $this->mcpServerCount : 1; |
| 1291 | $event = Meow_MWAI_Event::mcp_discovery( $serverCount, $this->mcpTotalToolCount ); |
| 1292 | call_user_func( $this->streamCallback, $event ); |
| 1293 | } |
| 1294 | |
| 1295 | // Log first few tools for debugging |
| 1296 | if ( isset( $item['tools'] ) && is_array( $item['tools'] ) ) { |
| 1297 | $sample_tools = array_slice( $item['tools'], 0, 3 ); |
| 1298 | foreach ( $sample_tools as $tool ) { |
| 1299 | Meow_MWAI_Logging::log( 'Responses API: MCP tool "' . ( $tool['name'] ?? 'unnamed' ) . '": ' . ( $tool['description'] ?? 'no description' ) ); |
| 1300 | } |
| 1301 | if ( $tools_count > 3 ) { |
| 1302 | Meow_MWAI_Logging::log( 'Responses API: ... and ' . ( $tools_count - 3 ) . ' more tools' ); |
| 1303 | } |
| 1304 | } |
| 1305 | } |
| 1306 | } |
| 1307 | break; |
| 1308 | |
| 1309 | // ===== CONTENT PART EVENTS ===== |
| 1310 | |
| 1311 | case 'response.content_part.added': |
| 1312 | // New content part added to an output item |
| 1313 | // Indicates start of a new content section (text, image, etc.) |
| 1314 | // Check if this is MCP-related content that shouldn't be shown |
| 1315 | if ( isset( $json['part']['type'] ) ) { |
| 1316 | $partType = $json['part']['type']; |
| 1317 | |
| 1318 | // Just log the part type for debugging |
| 1319 | // We can use this info later if needed |
| 1320 | } |
| 1321 | break; |
| 1322 | |
| 1323 | case 'response.content_part.done': |
| 1324 | // Content part is finalized |
| 1325 | // No more deltas will be sent for this content part |
| 1326 | break; |
| 1327 | |
| 1328 | // ===== TEXT STREAMING EVENTS ===== |
| 1329 | |
| 1330 | case 'response.output_text.delta': |
| 1331 | // Streaming text chunk for the current content part |
| 1332 | if ( isset( $json['delta'] ) ) { |
| 1333 | // Send a status event for the first content chunk |
| 1334 | if ( $this->currentDebugMode && !$this->contentStarted ) { |
| 1335 | $this->contentStarted = true; |
| 1336 | $statusEvent = Meow_MWAI_Event::generating_response(); |
| 1337 | call_user_func( $this->streamCallback, $statusEvent ); |
| 1338 | } |
| 1339 | $content = $json['delta']; |
| 1340 | } |
| 1341 | break; |
| 1342 | |
| 1343 | case 'response.output_text.done': |
| 1344 | // Final text for the content part |
| 1345 | // Contains the complete accumulated text |
| 1346 | // Don't send response_completed here - ChatbotContext adds "Request completed" |
| 1347 | $this->contentStarted = false; |
| 1348 | break; |
| 1349 | |
| 1350 | case 'response.refusal.delta': |
| 1351 | // Streaming refusal message chunk |
| 1352 | // Model is refusing to generate the requested content |
| 1353 | if ( isset( $json['delta'] ) ) { |
| 1354 | // We might want to stream refusals as regular content |
| 1355 | $content = $json['delta']; |
| 1356 | } |
| 1357 | break; |
| 1358 | |
| 1359 | case 'response.refusal.done': |
| 1360 | // Final refusal message |
| 1361 | // Contains the complete refusal reason |
| 1362 | break; |
| 1363 | |
| 1364 | case 'response.function_call_arguments.delta': |
| 1365 | // Streaming JSON arguments for a function call |
| 1366 | // We don't stream these to UI as they're not human-readable |
| 1367 | break; |
| 1368 | |
| 1369 | case 'response.function_call_arguments.done': |
| 1370 | // Complete function call arguments |
| 1371 | // Already handled in response.output_item.done for function_call type |
| 1372 | break; |
| 1373 | |
| 1374 | // ===== FILE & WEB SEARCH EVENTS ===== |
| 1375 | |
| 1376 | case 'response.file_search_call.in_progress': |
| 1377 | // File search started |
| 1378 | Meow_MWAI_Logging::log( 'Responses API: File search in progress' ); |
| 1379 | break; |
| 1380 | |
| 1381 | case 'response.file_search_call.searching': |
| 1382 | // Actively searching files |
| 1383 | break; |
| 1384 | |
| 1385 | case 'response.file_search_call.completed': |
| 1386 | // File search finished |
| 1387 | break; |
| 1388 | |
| 1389 | case 'response.web_search_call.in_progress': |
| 1390 | // Web search started - only emit one event at the start |
| 1391 | Meow_MWAI_Logging::log( 'Responses API: Web search in progress' ); |
| 1392 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 1393 | $event = Meow_MWAI_Event::status( 'Searching the web...' ); |
| 1394 | call_user_func( $this->streamCallback, $event ); |
| 1395 | } |
| 1396 | break; |
| 1397 | |
| 1398 | case 'response.web_search_call.searching': |
| 1399 | // Actively searching - don't emit duplicate events |
| 1400 | if ( isset( $json['query'] ) ) { |
| 1401 | Meow_MWAI_Logging::log( 'Responses API: Searching for: ' . $json['query'] ); |
| 1402 | } |
| 1403 | break; |
| 1404 | |
| 1405 | case 'response.web_search_call.completed': |
| 1406 | // Web search finished |
| 1407 | Meow_MWAI_Logging::log( 'Responses API: Web search completed' ); |
| 1408 | |
| 1409 | // The completed event doesn't contain results, just metadata |
| 1410 | // Results are likely embedded in the model's response text |
| 1411 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 1412 | $message = 'Web search completed'; |
| 1413 | $event = Meow_MWAI_Event::status( $message ); |
| 1414 | call_user_func( $this->streamCallback, $event ); |
| 1415 | } |
| 1416 | break; |
| 1417 | |
| 1418 | // ===== IMAGE GENERATION EVENTS ===== |
| 1419 | |
| 1420 | case 'response.image_generation_call.in_progress': |
| 1421 | // Image generation started |
| 1422 | Meow_MWAI_Logging::log( 'Responses API: Image generation in progress' ); |
| 1423 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 1424 | $event = Meow_MWAI_Event::status( 'Generating image...' ); |
| 1425 | call_user_func( $this->streamCallback, $event ); |
| 1426 | } |
| 1427 | break; |
| 1428 | |
| 1429 | case 'response.image_generation_call.generating': |
| 1430 | // Image is being generated |
| 1431 | break; |
| 1432 | |
| 1433 | case 'response.image_generation_call.partial_image': |
| 1434 | // Partial image data (base64) |
| 1435 | // Could be used for progressive image display |
| 1436 | if ( isset( $json['partial_image_b64'] ) ) { |
| 1437 | Meow_MWAI_Logging::log( 'Responses API: Received partial image index ' . ( $json['partial_image_index'] ?? 'unknown' ) ); |
| 1438 | // For now, we don't display partial images, but we could in the future |
| 1439 | } |
| 1440 | break; |
| 1441 | |
| 1442 | case 'response.image_generation_call.completed': |
| 1443 | // Image generation finished |
| 1444 | Meow_MWAI_Logging::log( 'Responses API: Image generation completed' ); |
| 1445 | |
| 1446 | // Note: The actual image data comes in response.output_item.done event |
| 1447 | // This event just signals completion |
| 1448 | |
| 1449 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 1450 | $event = Meow_MWAI_Event::status( 'Image generated.' ); |
| 1451 | call_user_func( $this->streamCallback, $event ); |
| 1452 | } |
| 1453 | break; |
| 1454 | |
| 1455 | // ===== CODE INTERPRETER EVENTS ===== |
| 1456 | |
| 1457 | case 'response.code_interpreter_call.in_progress': |
| 1458 | // Code interpreter started |
| 1459 | |
| 1460 | // Check for container_id in the event |
| 1461 | if ( isset( $json['container_id'] ) ) { |
| 1462 | $this->streamContainerId = $json['container_id']; |
| 1463 | error_log( '[AI Engine] Found container_id in code_interpreter_call.in_progress: ' . $this->streamContainerId ); |
| 1464 | } |
| 1465 | |
| 1466 | // Also check in item if present |
| 1467 | if ( isset( $json['item']['container_id'] ) ) { |
| 1468 | $this->streamContainerId = $json['item']['container_id']; |
| 1469 | error_log( '[AI Engine] Found container_id in item: ' . $this->streamContainerId ); |
| 1470 | } |
| 1471 | |
| 1472 | // Container ID captured if available |
| 1473 | break; |
| 1474 | |
| 1475 | case 'response.code_interpreter_call.running': |
| 1476 | // Code is being executed |
| 1477 | // Check for container_id here too |
| 1478 | if ( isset( $json['container_id'] ) ) { |
| 1479 | $this->streamContainerId = $json['container_id']; |
| 1480 | Meow_MWAI_Logging::log( 'Responses API: Found container_id in running event: ' . $this->streamContainerId ); |
| 1481 | } |
| 1482 | break; |
| 1483 | |
| 1484 | case 'response.code_interpreter_call.stdout': |
| 1485 | // Standard output from code execution |
| 1486 | if ( isset( $json['stdout'] ) ) { |
| 1487 | Meow_MWAI_Logging::log( 'Responses API: Code output - ' . substr( $json['stdout'], 0, 100 ) ); |
| 1488 | } |
| 1489 | break; |
| 1490 | |
| 1491 | case 'response.code_interpreter_call.stderr': |
| 1492 | // Standard error from code execution |
| 1493 | if ( isset( $json['stderr'] ) ) { |
| 1494 | Meow_MWAI_Logging::log( 'Responses API: Code error - ' . $json['stderr'] ); |
| 1495 | } |
| 1496 | break; |
| 1497 | |
| 1498 | case 'response.code_interpreter_call.completed': |
| 1499 | // Code interpreter finished - files are now ready for download |
| 1500 | Meow_MWAI_Logging::log( 'Responses API: Code interpreter completed' ); |
| 1501 | |
| 1502 | // Check for container_id in completed event |
| 1503 | if ( isset( $json['container_id'] ) ) { |
| 1504 | $this->streamContainerId = $json['container_id']; |
| 1505 | Meow_MWAI_Logging::log( 'Responses API: Container ID: ' . $this->streamContainerId ); |
| 1506 | } |
| 1507 | |
| 1508 | // Mark that code interpreter has completed |
| 1509 | $this->codeInterpreterCompleted = true; |
| 1510 | |
| 1511 | // Send CODE event to client |
| 1512 | if ( $this->currentDebugMode && $this->streamCallback ) { |
| 1513 | $codeEvent = ( new Meow_MWAI_Event( 'live', MWAI_STREAM_TYPES['CODE'] ) ) |
| 1514 | ->set_content( 'Code execution completed.' ); |
| 1515 | call_user_func( $this->streamCallback, $codeEvent ); |
| 1516 | } |
| 1517 | break; |
| 1518 | |
| 1519 | case 'response.code_interpreter_call_code.delta': |
| 1520 | // Streaming code being written/executed by the code interpreter |
| 1521 | // This should NOT be added to the main content |
| 1522 | if ( isset( $json['delta'] ) ) { |
| 1523 | // Send CODE event only for the first code delta |
| 1524 | if ( empty( $this->streamContentCode ) && $this->currentDebugMode && $this->streamCallback ) { |
| 1525 | $codeEvent = ( new Meow_MWAI_Event( 'live', MWAI_STREAM_TYPES['CODE'] ) ) |
| 1526 | ->set_content( 'Writing code...' ); |
| 1527 | call_user_func( $this->streamCallback, $codeEvent ); |
| 1528 | } |
| 1529 | |
| 1530 | // Accumulate code in streamContentCode instead of content |
| 1531 | $this->streamContentCode .= $json['delta']; |
| 1532 | |
| 1533 | Meow_MWAI_Logging::log( 'Responses API: Code interpreter code delta - ' . substr( $json['delta'], 0, 100 ) ); |
| 1534 | } |
| 1535 | // Important: Don't return any content here so it's not added to streamContent |
| 1536 | return null; |
| 1537 | |
| 1538 | case 'response.code_interpreter_call_code.done': |
| 1539 | // Code interpreter code writing completed |
| 1540 | if ( !empty( $this->streamContentCode ) && $this->currentDebugMode && $this->streamCallback ) { |
| 1541 | $lines = substr_count( $this->streamContentCode, "\n" ) + 1; |
| 1542 | |
| 1543 | // Send the complete code as a collapsed CODE event |
| 1544 | // Set summary as content (shown when collapsed) and full code as metadata (shown when expanded) |
| 1545 | $codeEvent = ( new Meow_MWAI_Event( 'live', MWAI_STREAM_TYPES['CODE'] ) ) |
| 1546 | ->set_content( "Wrote Python code ($lines lines)" ) |
| 1547 | ->set_visibility( MWAI_STREAM_VISIBILITY['COLLAPSED'] ) |
| 1548 | ->set_metadata( 'full_code', $this->streamContentCode ); |
| 1549 | call_user_func( $this->streamCallback, $codeEvent ); |
| 1550 | |
| 1551 | Meow_MWAI_Logging::log( 'Responses API: Code interpreter code completed - ' . strlen( $this->streamContentCode ) . ' bytes' ); |
| 1552 | } |
| 1553 | break; |
| 1554 | |
| 1555 | case 'response.code_interpreter_file_citation': |
| 1556 | case 'code_interpreter_file_citation': |
| 1557 | // Code interpreter has created or cited a file |
| 1558 | // This event contains the file_id for files generated during code execution |
| 1559 | if ( isset( $json['file_id'] ) ) { |
| 1560 | if ( !isset( $this->streamCodeInterpreterFiles ) ) { |
| 1561 | $this->streamCodeInterpreterFiles = []; |
| 1562 | } |
| 1563 | $file_info = [ |
| 1564 | 'file_id' => $json['file_id'], |
| 1565 | 'filename' => $json['filename'] ?? null, |
| 1566 | 'file_type' => $json['file_type'] ?? null, |
| 1567 | 'path' => isset( $json['path'] ) ? $json['path'] : ( isset( $json['filename'] ) ? '/mnt/data/' . $json['filename'] : null ) |
| 1568 | ]; |
| 1569 | $this->streamCodeInterpreterFiles[] = $file_info; |
| 1570 | error_log( '[AI Engine] File citation captured: ' . json_encode( $file_info ) ); |
| 1571 | Meow_MWAI_Logging::log( 'Responses API: Code interpreter file citation - file_id: ' . $json['file_id'] ); |
| 1572 | } |
| 1573 | break; |
| 1574 | |
| 1575 | // ===== MCP (Model Context Protocol) EVENTS ===== |
| 1576 | |
| 1577 | case 'response.mcp_call.in_progress': |
| 1578 | // MCP tool call is running |
| 1579 | $itemId = $json['item_id'] ?? null; |
| 1580 | $toolName = isset( $this->mcpToolNames[$itemId] ) ? $this->mcpToolNames[$itemId] : 'unknown'; |
| 1581 | |
| 1582 | Meow_MWAI_Logging::log( 'Responses API: MCP tool call in progress - ' . $toolName ); |
| 1583 | break; |
| 1584 | |
| 1585 | case 'response.mcp_call.arguments.delta': |
| 1586 | case 'response.mcp_call_arguments.delta': |
| 1587 | // Streaming arguments for MCP tool call |
| 1588 | // Don't stream these JSON arguments to the UI |
| 1589 | // These contain the function parameters like {"post_type":"post",...} |
| 1590 | break; |
| 1591 | |
| 1592 | case 'response.mcp_call.arguments.done': |
| 1593 | case 'response.mcp_call_arguments.done': |
| 1594 | // Complete arguments for MCP tool call |
| 1595 | break; |
| 1596 | |
| 1597 | case 'response.mcp_call.completed': |
| 1598 | // MCP tool call succeeded |
| 1599 | break; |
| 1600 | |
| 1601 | case 'response.mcp_call.failed': |
| 1602 | // MCP tool call failed |
| 1603 | $error = $json['error'] ?? []; |
| 1604 | Meow_MWAI_Logging::error( 'Responses API: MCP tool call failed - ' . ( $error['message'] ?? 'Unknown error' ) ); |
| 1605 | break; |
| 1606 | |
| 1607 | case 'response.mcp_list_tools.in_progress': |
| 1608 | // Listing MCP tools has started |
| 1609 | Meow_MWAI_Logging::log( 'Responses API: MCP tools discovery in progress' ); |
| 1610 | break; |
| 1611 | |
| 1612 | case 'response.mcp_list_tools.completed': |
| 1613 | // MCP tools listing completed successfully |
| 1614 | break; |
| 1615 | |
| 1616 | case 'response.mcp_list_tools.failed': |
| 1617 | // MCP tools listing failed |
| 1618 | $error = $json['error'] ?? []; |
| 1619 | $message = 'MCP tools listing failed: ' . ( $error['message'] ?? 'Unknown error' ); |
| 1620 | Meow_MWAI_Logging::error( 'Responses API: ' . $message ); |
| 1621 | throw new Exception( $message ); |
| 1622 | break; |
| 1623 | |
| 1624 | // ===== REASONING EVENTS (for o1/o3 models) ===== |
| 1625 | |
| 1626 | case 'response.reasoning.delta': |
| 1627 | // Streaming reasoning text chunk |
| 1628 | // Internal reasoning process of the model |
| 1629 | break; |
| 1630 | |
| 1631 | case 'response.reasoning.done': |
| 1632 | // Complete reasoning text |
| 1633 | break; |
| 1634 | |
| 1635 | case 'response.reasoning_summary_part.added': |
| 1636 | // New reasoning summary part added |
| 1637 | break; |
| 1638 | |
| 1639 | case 'response.reasoning_summary_part.done': |
| 1640 | // Reasoning summary part completed |
| 1641 | break; |
| 1642 | |
| 1643 | case 'response.reasoning_summary_text.delta': |
| 1644 | // Streaming reasoning summary text |
| 1645 | break; |
| 1646 | |
| 1647 | case 'response.reasoning_summary_text.done': |
| 1648 | // Complete reasoning summary |
| 1649 | break; |
| 1650 | |
| 1651 | // ===== ANNOTATION EVENTS ===== |
| 1652 | |
| 1653 | case 'response.output_text_annotation.added': |
| 1654 | case 'response.output_text.annotation.added': |
| 1655 | // Text annotation added - check for container file citations |
| 1656 | if ( isset( $json['annotation'] ) ) { |
| 1657 | $annotation = $json['annotation']; |
| 1658 | |
| 1659 | // Check if this is a container file citation |
| 1660 | if ( isset( $annotation['type'] ) && $annotation['type'] === 'container_file_citation' ) { |
| 1661 | // Initialize files array if needed |
| 1662 | if ( !isset( $this->streamCodeInterpreterFiles ) ) { |
| 1663 | $this->streamCodeInterpreterFiles = []; |
| 1664 | } |
| 1665 | |
| 1666 | // Extract file information |
| 1667 | $fileInfo = [ |
| 1668 | 'file_id' => $annotation['file_id'] ?? null, |
| 1669 | 'filename' => $annotation['filename'] ?? null, |
| 1670 | 'container_id' => $annotation['container_id'] ?? null |
| 1671 | ]; |
| 1672 | |
| 1673 | // Store the file info if we have a file_id |
| 1674 | if ( $fileInfo['file_id'] ) { |
| 1675 | $this->streamCodeInterpreterFiles[] = $fileInfo; |
| 1676 | |
| 1677 | // Also store container ID if available |
| 1678 | if ( $fileInfo['container_id'] && !$this->streamContainerId ) { |
| 1679 | $this->streamContainerId = $fileInfo['container_id']; |
| 1680 | } |
| 1681 | |
| 1682 | Meow_MWAI_Logging::log( 'Responses API: File citation - ' . $fileInfo['filename'] . ' (' . $fileInfo['file_id'] . ')' ); |
| 1683 | } |
| 1684 | } |
| 1685 | } |
| 1686 | break; |
| 1687 | |
| 1688 | case 'response.completed': |
| 1689 | // Response fully completed - function calls are already handled in response.output_item.done |
| 1690 | break; |
| 1691 | |
| 1692 | // ===== ERROR EVENTS ===== |
| 1693 | |
| 1694 | case 'error': |
| 1695 | // Generic error event |
| 1696 | $error = $json['error'] ?? $json; |
| 1697 | $message = $error['message'] ?? 'Unknown error occurred'; |
| 1698 | $code = $error['code'] ?? null; |
| 1699 | if ( $code ) { |
| 1700 | $message .= " (Code: $code)"; |
| 1701 | } |
| 1702 | throw new Exception( $message ); |
| 1703 | |
| 1704 | default: |
| 1705 | // Unknown event type - log for debugging |
| 1706 | Meow_MWAI_Logging::log( 'Responses API: Unknown event type: ' . $eventType ); |
| 1707 | |
| 1708 | // Check if this might be a different streaming format |
| 1709 | if ( isset( $json['delta'] ) && is_string( $json['delta'] ) ) { |
| 1710 | $content = $json['delta']; |
| 1711 | } |
| 1712 | elseif ( isset( $json['content'] ) && is_string( $json['content'] ) ) { |
| 1713 | $content = $json['content']; |
| 1714 | } |
| 1715 | } |
| 1716 | |
| 1717 | // Handle usage data (legacy - kept for Chat Completions API compatibility) |
| 1718 | // Note: Responses API sets usage in response.completed event instead |
| 1719 | $usage = $json['usage'] ?? []; |
| 1720 | $inputTokens = $usage['input_tokens'] ?? $usage['prompt_tokens'] ?? null; |
| 1721 | $outputTokens = $usage['output_tokens'] ?? $usage['completion_tokens'] ?? null; |
| 1722 | |
| 1723 | if ( $inputTokens !== null && $outputTokens !== null ) { |
| 1724 | $this->streamInTokens = (int) $inputTokens; |
| 1725 | $this->streamOutTokens = (int) $outputTokens; |
| 1726 | if ( isset( $usage['cost'] ) ) { |
| 1727 | $this->streamCost = (float) $usage['cost']; |
| 1728 | } |
| 1729 | } |
| 1730 | |
| 1731 | return $content; |
| 1732 | } |
| 1733 | |
| 1734 | /** |
| 1735 | * Override stream data handler to support both APIs |
| 1736 | */ |
| 1737 | protected function stream_data_handler( $json ) { |
| 1738 | // Check if this is a Responses API event (uses 'type' field) |
| 1739 | if ( isset( $json['type'] ) && strpos( $json['type'], 'response.' ) === 0 ) { |
| 1740 | return $this->responses_stream_data_handler( $json ); |
| 1741 | } |
| 1742 | |
| 1743 | // Fallback to ChatML handler |
| 1744 | return parent::stream_data_handler( $json ); |
| 1745 | } |
| 1746 | |
| 1747 | /** |
| 1748 | * Override reset to include OpenAI-specific state |
| 1749 | */ |
| 1750 | protected function reset_request_state() { |
| 1751 | parent::reset_request_state(); |
| 1752 | |
| 1753 | // Reset OpenAI-specific state |
| 1754 | $this->streamImages = []; |
| 1755 | $this->streamContentCode = ''; |
| 1756 | $this->streamContainerId = null; |
| 1757 | $this->streamCodeInterpreterFiles = []; |
| 1758 | $this->codeInterpreterCompleted = false; |
| 1759 | } |
| 1760 | |
| 1761 | /** |
| 1762 | * Override run_completion_query to route to appropriate API |
| 1763 | */ |
| 1764 | public function run_completion_query( $query, $streamCallback = null ): Meow_MWAI_Reply { |
| 1765 | // Reset request-specific state to prevent leakage between requests |
| 1766 | $this->reset_request_state(); |
| 1767 | |
| 1768 | // Store current query for should_use_responses_api check |
| 1769 | $this->currentQuery = $query; |
| 1770 | |
| 1771 | // Check if this is a GPT-5 model |
| 1772 | $isGpt5Model = strpos( $query->model, 'gpt-5' ) === 0; |
| 1773 | |
| 1774 | // Check which API to use |
| 1775 | $useResponsesApi = $this->should_use_responses_api( $query->model ); |
| 1776 | |
| 1777 | // GPT-5 models MUST use Responses API |
| 1778 | if ( $isGpt5Model && !$useResponsesApi ) { |
| 1779 | $options = $this->core->get_all_options(); |
| 1780 | $responsesApiEnabled = $options['ai_responses_api'] ?? true; |
| 1781 | |
| 1782 | if ( !$responsesApiEnabled ) { |
| 1783 | throw new Exception( 'GPT-5 models require the Responses API to be enabled. Please enable "Use Responses API" in AI Engine settings.' ); |
| 1784 | } |
| 1785 | |
| 1786 | // If Responses API is enabled but model doesn't have the tag, force it |
| 1787 | return $this->run_responses_completion_query( $query, $streamCallback ); |
| 1788 | } |
| 1789 | |
| 1790 | // Check if we should use Responses API |
| 1791 | if ( $useResponsesApi ) { |
| 1792 | return $this->run_responses_completion_query( $query, $streamCallback ); |
| 1793 | } |
| 1794 | |
| 1795 | // Fallback to ChatML implementation |
| 1796 | $reply = parent::run_completion_query( $query, $streamCallback ); |
| 1797 | |
| 1798 | // Check for empty output when reasoning is enabled (GPT-5 models) |
| 1799 | // This safety check is here in case GPT-5 somehow uses the regular API |
| 1800 | if ( strpos( $query->model, 'gpt-5' ) === 0 && !empty( $query->reasoning ) ) { |
| 1801 | if ( empty( $reply->result ) || trim( $reply->result ) === '' ) { |
| 1802 | if ( empty( $reply->needFeedbacks ) && empty( $reply->needClientActions ) ) { |
| 1803 | throw new Exception( |
| 1804 | 'The model returned an empty response. This typically happens when reasoning consumes all available tokens. ' . |
| 1805 | 'Please increase the Max Tokens setting to allow space for both reasoning and the actual response. ' . |
| 1806 | 'Current Max Tokens: ' . ( $query->maxTokens ?? 'default' ) . '. ' . |
| 1807 | 'Try setting it to at least ' . ( ( $query->maxTokens ?? 4096 ) + 2000 ) . ' tokens.' |
| 1808 | ); |
| 1809 | } |
| 1810 | } |
| 1811 | } |
| 1812 | |
| 1813 | return $reply; |
| 1814 | } |
| 1815 | |
| 1816 | /** |
| 1817 | * Run completion query using Responses API |
| 1818 | */ |
| 1819 | protected function run_responses_completion_query( $query, $streamCallback = null ): Meow_MWAI_Reply { |
| 1820 | // Store current query for URL building (needed for Azure deployment name) |
| 1821 | $this->currentQuery = $query; |
| 1822 | |
| 1823 | // Check if we have functions that might require feedback |
| 1824 | $hasFunctions = !empty( $query->functions ); |
| 1825 | |
| 1826 | |
| 1827 | $isStreaming = !is_null( $streamCallback ); |
| 1828 | |
| 1829 | // Initialize debug mode |
| 1830 | $this->init_debug_mode( $query ); |
| 1831 | |
| 1832 | // IMPORTANT: Prepare query BEFORE setting up streaming hooks |
| 1833 | // The streaming hook intercepts ALL wp_remote_* calls, so preparation must happen first |
| 1834 | $this->prepare_query( $query ); |
| 1835 | |
| 1836 | if ( $isStreaming ) { |
| 1837 | $this->streamCallback = $streamCallback; |
| 1838 | add_action( 'http_api_curl', [ $this, 'stream_handler' ], 10, 3 ); |
| 1839 | } |
| 1840 | |
| 1841 | $this->reset_stream(); |
| 1842 | $body = $this->build_responses_body( $query, $streamCallback ); |
| 1843 | $url = $this->build_responses_url(); |
| 1844 | $headers = $this->build_headers( $query ); |
| 1845 | $options = $this->build_options( $headers, $body ); |
| 1846 | |
| 1847 | // Store the request body for debugging |
| 1848 | $this->lastRequestBody = $body; |
| 1849 | |
| 1850 | // Debug log for Responses API |
| 1851 | $queries_debug = $this->core->get_option( 'queries_debug_mode' ); |
| 1852 | if ( $queries_debug ) { |
| 1853 | error_log( '[AI Engine Queries] Using Responses API' ); |
| 1854 | error_log( '[AI Engine Queries] Request URL: ' . $url ); |
| 1855 | error_log( '[AI Engine Queries] Request Body: ' . json_encode( $body, JSON_PRETTY_PRINT ) ); |
| 1856 | |
| 1857 | // Log specific tool information |
| 1858 | if ( isset( $body['tools'] ) && is_array( $body['tools'] ) ) { |
| 1859 | error_log( '[AI Engine Queries] Tools included in request:' ); |
| 1860 | foreach ( $body['tools'] as $index => $tool ) { |
| 1861 | $toolInfo = 'Tool ' . $index . ': type=' . ( $tool['type'] ?? 'unknown' ); |
| 1862 | if ( $tool['type'] === 'file_search' && isset( $tool['vector_store_ids'] ) ) { |
| 1863 | $toolInfo .= ', vector_store_ids=' . json_encode( $tool['vector_store_ids'] ); |
| 1864 | } |
| 1865 | error_log( '[AI Engine Queries] - ' . $toolInfo ); |
| 1866 | } |
| 1867 | } else { |
| 1868 | error_log( '[AI Engine Queries] No tools included in request' ); |
| 1869 | } |
| 1870 | } |
| 1871 | |
| 1872 | // Emit "Request sent" event for feedback queries |
| 1873 | if ( $this->currentDebugMode && !empty( $streamCallback ) && |
| 1874 | ( $query instanceof Meow_MWAI_Query_Feedback || $query instanceof Meow_MWAI_Query_AssistFeedback ) ) { |
| 1875 | $event = Meow_MWAI_Event::request_sent() |
| 1876 | ->set_metadata( 'is_feedback', true ) |
| 1877 | ->set_metadata( 'feedback_count', count( $query->blocks ) ); |
| 1878 | call_user_func( $streamCallback, $event ); |
| 1879 | } |
| 1880 | |
| 1881 | try { |
| 1882 | // Log the input being sent for feedback queries |
| 1883 | if ( $queries_debug && $query instanceof Meow_MWAI_Query_Feedback && isset( $body['input'] ) ) { |
| 1884 | error_log( '[AI Engine Queries] Sending feedback with ' . count( $body['input'] ) . ' messages to Responses API' ); |
| 1885 | error_log( '[AI Engine Queries] Previous Response ID: ' . ( $body['previous_response_id'] ?? 'none' ) ); |
| 1886 | foreach ( $body['input'] as $idx => $msg ) { |
| 1887 | $msgType = is_array( $msg ) && isset( $msg['type'] ) ? $msg['type'] : 'unknown'; |
| 1888 | $callId = is_array( $msg ) && isset( $msg['call_id'] ) ? $msg['call_id'] : 'no-id'; |
| 1889 | error_log( '[AI Engine Queries] Message ' . $idx . ': type=' . $msgType . ', call_id=' . $callId ); |
| 1890 | if ( $msgType === 'function_call' && isset( $msg['name'] ) ) { |
| 1891 | error_log( '[AI Engine Queries] Function name: ' . $msg['name'] ); |
| 1892 | } |
| 1893 | if ( $msgType === 'function_call_output' && isset( $msg['output'] ) ) { |
| 1894 | error_log( '[AI Engine Queries] Output: ' . substr( $msg['output'], 0, 50 ) . '...' ); |
| 1895 | } |
| 1896 | } |
| 1897 | } |
| 1898 | |
| 1899 | $res = $this->run_query( $url, $options, $streamCallback ); |
| 1900 | $reply = new Meow_MWAI_Reply( $query ); |
| 1901 | |
| 1902 | $returned_id = null; |
| 1903 | $returned_model = $this->inModel; |
| 1904 | $returned_in_tokens = null; |
| 1905 | $returned_out_tokens = null; |
| 1906 | $returned_price = null; |
| 1907 | $returned_choices = []; |
| 1908 | |
| 1909 | // Streaming Mode |
| 1910 | if ( $isStreaming ) { |
| 1911 | if ( empty( $this->streamContent ) ) { |
| 1912 | $error = $this->try_decode_error( $this->streamBuffer ); |
| 1913 | if ( !is_null( $error ) ) { |
| 1914 | throw new Exception( $error ); |
| 1915 | } |
| 1916 | } |
| 1917 | |
| 1918 | $returned_id = $this->inId; |
| 1919 | $returned_model = $this->inModel ? $this->inModel : $query->model; |
| 1920 | |
| 1921 | // Debug: Log model extraction for streaming |
| 1922 | if ( $queries_debug ) { |
| 1923 | error_log( '[AI Engine Queries] Model extraction (streaming):' ); |
| 1924 | error_log( ' - Stream model: ' . ( $this->inModel ?? 'NOT SET' ) ); |
| 1925 | error_log( ' - Query model: ' . $query->model ); |
| 1926 | error_log( ' - Using model: ' . $returned_model ); |
| 1927 | } |
| 1928 | |
| 1929 | $message = [ 'role' => 'assistant', 'content' => $this->streamContent ]; |
| 1930 | |
| 1931 | // Store code interpreter code if any |
| 1932 | if ( !empty( $this->streamContentCode ) ) { |
| 1933 | $reply->contentCode = $this->streamContentCode; |
| 1934 | Meow_MWAI_Logging::log( 'Responses API: Stored ' . strlen( $this->streamContentCode ) . ' bytes of code interpreter code' ); |
| 1935 | } |
| 1936 | |
| 1937 | // REMOVED - We'll handle files after streaming completes, not here |
| 1938 | |
| 1939 | if ( !empty( $this->streamToolCalls ) ) { |
| 1940 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 1941 | error_log( '[AI Engine Queries] Responses API: Found ' . count( $this->streamToolCalls ) . ' tool calls in streaming response' ); |
| 1942 | foreach ( $this->streamToolCalls as $idx => $toolCall ) { |
| 1943 | error_log( '[AI Engine Queries] Tool call ' . $idx . ': ' . $toolCall['function']['name'] . ' (id: ' . $toolCall['id'] . ')' ); |
| 1944 | } |
| 1945 | } |
| 1946 | $message['tool_calls'] = $this->streamToolCalls; |
| 1947 | } |
| 1948 | |
| 1949 | if ( !is_null( $this->streamInTokens ) ) { |
| 1950 | $returned_in_tokens = $this->streamInTokens; |
| 1951 | } |
| 1952 | if ( !is_null( $this->streamOutTokens ) ) { |
| 1953 | $returned_out_tokens = $this->streamOutTokens; |
| 1954 | } |
| 1955 | if ( !is_null( $this->streamCost ) ) { |
| 1956 | $returned_price = $this->streamCost; |
| 1957 | } |
| 1958 | |
| 1959 | // Handle code interpreter sandbox files ONLY if code interpreter has completed |
| 1960 | if ( !empty( $this->streamContainerId ) && !empty( $this->streamContent ) && $this->codeInterpreterCompleted ) { |
| 1961 | // Check for sandbox links before processing |
| 1962 | if ( strpos( $this->streamContent, 'sandbox:' ) !== false ) { |
| 1963 | // Pass file citations if available |
| 1964 | $fileCitations = isset( $this->streamCodeInterpreterFiles ) ? $this->streamCodeInterpreterFiles : []; |
| 1965 | |
| 1966 | // Download files and replace sandbox links |
| 1967 | $this->streamContent = $this->handle_code_interpreter_sandbox_files( |
| 1968 | $this->streamContent, |
| 1969 | $this->streamContainerId, |
| 1970 | $query, |
| 1971 | $fileCitations, |
| 1972 | true // streaming mode |
| 1973 | ); |
| 1974 | } |
| 1975 | |
| 1976 | // Update the message content with replaced links |
| 1977 | $message['content'] = $this->streamContent; |
| 1978 | } |
| 1979 | |
| 1980 | $returned_choices = [ [ 'message' => $message ] ]; |
| 1981 | |
| 1982 | // Add generated images to the content if any |
| 1983 | if ( !empty( $this->streamImages ) ) { |
| 1984 | // Add images as additional choices with b64_json format |
| 1985 | foreach ( $this->streamImages as $base64Image ) { |
| 1986 | $returned_choices[] = [ 'b64_json' => $base64Image ]; |
| 1987 | } |
| 1988 | Meow_MWAI_Logging::log( 'Responses API: Added ' . count( $this->streamImages ) . ' images to choices (streaming)' ); |
| 1989 | } |
| 1990 | |
| 1991 | // Log streaming response data if queries debug is enabled |
| 1992 | if ( $queries_debug ) { |
| 1993 | error_log( '[AI Engine Queries] Streaming Response Collected:' ); |
| 1994 | $streaming_data = [ |
| 1995 | 'id' => $returned_id, |
| 1996 | 'model' => $returned_model, |
| 1997 | 'content_length' => strlen( $this->streamContent ), |
| 1998 | 'content_preview' => substr( $this->streamContent, 0, 200 ) . ( strlen( $this->streamContent ) > 200 ? '...' : '' ), |
| 1999 | 'tool_calls' => !empty( $this->streamToolCalls ) ? count( $this->streamToolCalls ) . ' tool calls' : 'none', |
| 2000 | 'usage' => [ |
| 2001 | 'input_tokens' => $returned_in_tokens, |
| 2002 | 'output_tokens' => $returned_out_tokens, |
| 2003 | 'cost' => $returned_price |
| 2004 | ] |
| 2005 | ]; |
| 2006 | |
| 2007 | // Log tool calls details if present |
| 2008 | if ( !empty( $this->streamToolCalls ) ) { |
| 2009 | $streaming_data['tool_calls_details'] = []; |
| 2010 | foreach ( $this->streamToolCalls as $tool_call ) { |
| 2011 | $streaming_data['tool_calls_details'][] = [ |
| 2012 | 'id' => $tool_call['id'] ?? 'unknown', |
| 2013 | 'name' => $tool_call['function']['name'] ?? 'unknown', |
| 2014 | 'arguments' => substr( $tool_call['function']['arguments'] ?? '{}', 0, 100 ) . '...' |
| 2015 | ]; |
| 2016 | } |
| 2017 | } |
| 2018 | |
| 2019 | error_log( json_encode( $streaming_data, JSON_PRETTY_PRINT ) ); |
| 2020 | } |
| 2021 | } |
| 2022 | // Standard Mode |
| 2023 | else { |
| 2024 | $data = $res['data']; |
| 2025 | if ( empty( $data ) ) { |
| 2026 | throw new Exception( 'No content received (res is null).' ); |
| 2027 | } |
| 2028 | |
| 2029 | // Debug logging for non-streaming mode |
| 2030 | if ( $queries_debug ) { |
| 2031 | error_log( '[AI Engine Queries] Full response structure (non-streaming):' ); |
| 2032 | error_log( json_encode( $data, JSON_PRETTY_PRINT | JSON_UNESCAPED_SLASHES ) ); |
| 2033 | |
| 2034 | // Look for container_id in the response |
| 2035 | $this->search_for_container_id_recursive( $data, '' ); |
| 2036 | } |
| 2037 | |
| 2038 | // Ensure $data is an array |
| 2039 | if ( !is_array( $data ) ) { |
| 2040 | $error_message = is_string( $data ) ? $data : 'Invalid response format'; |
| 2041 | throw new Exception( 'Responses API error: ' . $error_message ); |
| 2042 | } |
| 2043 | |
| 2044 | // Handle Responses API response format |
| 2045 | $returned_id = $data['id'] ?? null; |
| 2046 | $returned_model = $data['model'] ?? $query->model; |
| 2047 | |
| 2048 | // Debug: Log model extraction |
| 2049 | if ( $queries_debug ) { |
| 2050 | error_log( '[AI Engine Queries] Model extraction:' ); |
| 2051 | error_log( ' - Response model: ' . ( $data['model'] ?? 'NOT SET' ) ); |
| 2052 | error_log( ' - Query model: ' . $query->model ); |
| 2053 | error_log( ' - Using model: ' . $returned_model ); |
| 2054 | } |
| 2055 | |
| 2056 | // Extract content from Responses API format |
| 2057 | $content = ''; |
| 2058 | $tool_calls = []; |
| 2059 | $images = []; |
| 2060 | |
| 2061 | |
| 2062 | if ( isset( $data['output'] ) && is_array( $data['output'] ) ) { |
| 2063 | |
| 2064 | foreach ( $data['output'] as $idx => $output_item ) { |
| 2065 | if ( isset( $output_item['type'] ) && $output_item['type'] === 'message' && isset( $output_item['content'] ) ) { |
| 2066 | // Handle message content array - this is the actual text content |
| 2067 | if ( is_array( $output_item['content'] ) ) { |
| 2068 | foreach ( $output_item['content'] as $content_item ) { |
| 2069 | // The actual text is in content_item['text'] for type 'output_text' |
| 2070 | if ( isset( $content_item['type'] ) && $content_item['type'] === 'output_text' && isset( $content_item['text'] ) ) { |
| 2071 | $content .= $content_item['text']; |
| 2072 | } |
| 2073 | // Fallback checks for other possible structures |
| 2074 | elseif ( isset( $content_item['content'] ) && is_string( $content_item['content'] ) ) { |
| 2075 | $content .= $content_item['content']; |
| 2076 | } |
| 2077 | elseif ( is_string( $content_item ) ) { |
| 2078 | $content .= $content_item; |
| 2079 | } |
| 2080 | } |
| 2081 | } |
| 2082 | } |
| 2083 | elseif ( isset( $output_item['type'] ) && $output_item['type'] === 'function_call' ) { |
| 2084 | // Responses API returns function_call type with call_id |
| 2085 | $callId = $output_item['call_id'] ?? $output_item['id'] ?? null; |
| 2086 | $functionName = $output_item['name'] ?? ''; |
| 2087 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 2088 | error_log( '[AI Engine Queries] Found function_call: ' . $functionName . ' (call_id: ' . $callId . ')' ); |
| 2089 | } |
| 2090 | |
| 2091 | $tool_calls[] = [ |
| 2092 | 'id' => $callId, |
| 2093 | 'type' => 'function', |
| 2094 | 'function' => [ |
| 2095 | 'name' => $functionName, |
| 2096 | 'arguments' => $output_item['arguments'] ?? '{}' |
| 2097 | ] |
| 2098 | ]; |
| 2099 | } |
| 2100 | elseif ( isset( $output_item['type'] ) && $output_item['type'] === 'code_interpreter_call' ) { |
| 2101 | // Handle code interpreter calls - both with and without results |
| 2102 | |
| 2103 | // Store container ID if available (this is the primary location) |
| 2104 | if ( isset( $output_item['container_id'] ) ) { |
| 2105 | $codeInterpreterContainerId = $output_item['container_id']; |
| 2106 | Meow_MWAI_Logging::log( 'Responses API: Found container_id for code interpreter: ' . $codeInterpreterContainerId ); |
| 2107 | } |
| 2108 | |
| 2109 | // Log the entire output_item structure for debugging |
| 2110 | if ( $queries_debug ) { |
| 2111 | error_log( '[AI Engine Queries] Code interpreter output_item structure:' ); |
| 2112 | error_log( json_encode( $output_item, JSON_PRETTY_PRINT | JSON_UNESCAPED_SLASHES ) ); |
| 2113 | } |
| 2114 | |
| 2115 | // Handle results if they exist |
| 2116 | if ( isset( $output_item['result'] ) ) { |
| 2117 | $result = $output_item['result']; |
| 2118 | |
| 2119 | // Also check for container_id in the result itself (backup location) |
| 2120 | if ( isset( $result['container_id'] ) && !isset( $codeInterpreterContainerId ) ) { |
| 2121 | $codeInterpreterContainerId = $result['container_id']; |
| 2122 | Meow_MWAI_Logging::log( 'Responses API: Found container_id in result: ' . $codeInterpreterContainerId ); |
| 2123 | } |
| 2124 | |
| 2125 | // Append stdout to content if available |
| 2126 | if ( isset( $result['stdout'] ) && !empty( $result['stdout'] ) ) { |
| 2127 | $content .= "\n```\n" . $result['stdout'] . "\n```\n"; |
| 2128 | Meow_MWAI_Logging::log( 'Responses API: Found code interpreter output in non-streaming mode' ); |
| 2129 | } |
| 2130 | } |
| 2131 | } |
| 2132 | elseif ( isset( $output_item['type'] ) && $output_item['type'] === 'image_generation_call' && isset( $output_item['result'] ) ) { |
| 2133 | // Handle image generation results |
| 2134 | $base64Image = $output_item['result']; |
| 2135 | $images[] = $base64Image; |
| 2136 | |
| 2137 | Meow_MWAI_Logging::log( 'Responses API: Found generated image in non-streaming mode' ); |
| 2138 | } |
| 2139 | elseif ( isset( $output_item['type'] ) && $output_item['type'] === 'mcp_approval_request' ) { |
| 2140 | // IMPORTANT: MCP approval requests are already handled via streaming events |
| 2141 | // We must skip them here to prevent duplicate function calls |
| 2142 | // MCP tools are executed remotely by OpenAI and don't need local execution |
| 2143 | Meow_MWAI_Logging::log( 'Responses API: Skipping MCP approval request for ' . $output_item['name'] . ' (already handled via events)' ); |
| 2144 | } |
| 2145 | } |
| 2146 | } |
| 2147 | |
| 2148 | // If we couldn't find content in output, try other locations |
| 2149 | if ( empty( $content ) ) { |
| 2150 | if ( isset( $data['text'] ) ) { |
| 2151 | if ( is_string( $data['text'] ) ) { |
| 2152 | $content = $data['text']; |
| 2153 | } |
| 2154 | elseif ( is_array( $data['text'] ) ) { |
| 2155 | // Only implode if it's an array of strings, not complex structures |
| 2156 | $textParts = array_filter( $data['text'], 'is_string' ); |
| 2157 | if ( !empty( $textParts ) ) { |
| 2158 | $content = implode( '', $textParts ); |
| 2159 | } |
| 2160 | } |
| 2161 | } |
| 2162 | elseif ( isset( $data['content'] ) ) { |
| 2163 | if ( is_array( $data['content'] ) && isset( $data['content'][0]['text'] ) ) { |
| 2164 | $content = $data['content'][0]['text']; |
| 2165 | } |
| 2166 | elseif ( is_string( $data['content'] ) ) { |
| 2167 | $content = $data['content']; |
| 2168 | } |
| 2169 | } |
| 2170 | } |
| 2171 | |
| 2172 | // If still no content found, log for debugging |
| 2173 | if ( empty( $content ) ) { |
| 2174 | // Check if $data is actually an array before using array_keys |
| 2175 | if ( is_array( $data ) ) { |
| 2176 | Meow_MWAI_Logging::log( 'Responses API: No content found in response. Structure: ' . json_encode( array_keys( $data ) ) ); |
| 2177 | if ( isset( $data['output'][0] ) ) { |
| 2178 | Meow_MWAI_Logging::log( 'Responses API: First output item: ' . json_encode( $data['output'][0] ) ); |
| 2179 | } |
| 2180 | if ( isset( $data['text'] ) ) { |
| 2181 | Meow_MWAI_Logging::log( 'Responses API: Text field structure: ' . json_encode( $data['text'] ) ); |
| 2182 | } |
| 2183 | } else { |
| 2184 | // If $data is not an array, it might be an error string |
| 2185 | Meow_MWAI_Logging::log( 'Responses API: Invalid response data type. Data: ' . ( is_string( $data ) ? $data : json_encode( $data ) ) ); |
| 2186 | } |
| 2187 | // Log the entire response for debugging |
| 2188 | Meow_MWAI_Logging::log( 'Responses API: Full response data: ' . json_encode( $data ) ); |
| 2189 | } |
| 2190 | |
| 2191 | |
| 2192 | // Handle code interpreter sandbox files if we have a container ID |
| 2193 | if ( !empty( $codeInterpreterContainerId ) ) { |
| 2194 | $content = $this->handle_code_interpreter_sandbox_files( |
| 2195 | $content, |
| 2196 | $codeInterpreterContainerId, |
| 2197 | $query |
| 2198 | ); |
| 2199 | } |
| 2200 | |
| 2201 | $message = [ 'role' => 'assistant', 'content' => $content ]; |
| 2202 | if ( !empty( $tool_calls ) ) { |
| 2203 | $message['tool_calls'] = $tool_calls; |
| 2204 | Meow_MWAI_Logging::log( 'Responses API: Found ' . count( $tool_calls ) . ' tool calls' ); |
| 2205 | } |
| 2206 | |
| 2207 | $returned_choices = [[ 'message' => $message ]]; |
| 2208 | |
| 2209 | // Add images as additional choices |
| 2210 | if ( !empty( $images ) ) { |
| 2211 | foreach ( $images as $base64Image ) { |
| 2212 | $returned_choices[] = [ 'b64_json' => $base64Image ]; |
| 2213 | } |
| 2214 | Meow_MWAI_Logging::log( 'Responses API: Added ' . count( $images ) . ' images to choices' ); |
| 2215 | } |
| 2216 | |
| 2217 | |
| 2218 | // Extract usage information |
| 2219 | // Responses API uses input_tokens/output_tokens |
| 2220 | $usage = $data['usage'] ?? []; |
| 2221 | $returned_in_tokens = $usage['input_tokens'] ?? $usage['prompt_tokens'] ?? null; |
| 2222 | $returned_out_tokens = $usage['output_tokens'] ?? $usage['completion_tokens'] ?? null; |
| 2223 | $returned_price = $usage['cost'] ?? null; |
| 2224 | } |
| 2225 | |
| 2226 | // Store response ID for future stateful requests |
| 2227 | if ( !empty( $returned_id ) ) { |
| 2228 | $this->previousResponseId = $returned_id; |
| 2229 | $reply->set_id( $returned_id ); |
| 2230 | } |
| 2231 | // Set the results |
| 2232 | $reply->set_choices( $returned_choices ); |
| 2233 | |
| 2234 | // Check for empty output when reasoning is enabled (GPT-5 models) |
| 2235 | // This can happen when reasoning consumes all available tokens |
| 2236 | if ( strpos( $query->model, 'gpt-5' ) === 0 && !empty( $query->reasoning ) ) { |
| 2237 | // Check if the reply has no content |
| 2238 | if ( empty( $reply->result ) || trim( $reply->result ) === '' ) { |
| 2239 | // Check if we have function calls - those are valid even without text content |
| 2240 | if ( empty( $reply->needFeedbacks ) && empty( $reply->needClientActions ) ) { |
| 2241 | throw new Exception( |
| 2242 | 'The model returned an empty response. This typically happens when reasoning consumes all available tokens. ' . |
| 2243 | 'Please increase the Max Tokens setting to allow space for both reasoning and the actual response. ' . |
| 2244 | 'Current Max Tokens: ' . ( $query->maxTokens ?? 'default' ) . '. ' . |
| 2245 | 'Try setting it to at least ' . ( ( $query->maxTokens ?? 4096 ) + 2000 ) . ' tokens.' |
| 2246 | ); |
| 2247 | } |
| 2248 | } |
| 2249 | } |
| 2250 | |
| 2251 | // Handle tokens usage |
| 2252 | $this->handle_tokens_usage( |
| 2253 | $reply, |
| 2254 | $query, |
| 2255 | $returned_model, |
| 2256 | $returned_in_tokens, |
| 2257 | $returned_out_tokens, |
| 2258 | $returned_price |
| 2259 | ); |
| 2260 | |
| 2261 | return $reply; |
| 2262 | } |
| 2263 | catch ( Exception $e ) { |
| 2264 | $service = $this->get_service_name(); |
| 2265 | Meow_MWAI_Logging::error( "$service (Responses API): " . $e->getMessage() ); |
| 2266 | $message = "$service (Responses API): " . $e->getMessage(); |
| 2267 | throw new Exception( $message ); |
| 2268 | } |
| 2269 | finally { |
| 2270 | if ( !is_null( $streamCallback ) ) { |
| 2271 | remove_action( 'http_api_curl', [ $this, 'stream_handler' ] ); |
| 2272 | } |
| 2273 | } |
| 2274 | } |
| 2275 | |
| 2276 | /** |
| 2277 | * Override handle_tokens_usage to set accuracy properly |
| 2278 | */ |
| 2279 | public function handle_tokens_usage( |
| 2280 | $reply, |
| 2281 | $query, |
| 2282 | $returned_model, |
| 2283 | $returned_in_tokens, |
| 2284 | $returned_out_tokens, |
| 2285 | $returned_price = null |
| 2286 | ) { |
| 2287 | // Call parent to handle the actual usage recording |
| 2288 | parent::handle_tokens_usage( |
| 2289 | $reply, |
| 2290 | $query, |
| 2291 | $returned_model, |
| 2292 | $returned_in_tokens, |
| 2293 | $returned_out_tokens, |
| 2294 | $returned_price |
| 2295 | ); |
| 2296 | |
| 2297 | // Set accuracy based on data availability |
| 2298 | if ( !is_null( $returned_price ) && !is_null( $returned_in_tokens ) && !is_null( $returned_out_tokens ) ) { |
| 2299 | // Responses API with cost field or OpenRouter style = full accuracy |
| 2300 | $reply->set_usage_accuracy( 'full' ); |
| 2301 | } elseif ( !is_null( $returned_in_tokens ) && !is_null( $returned_out_tokens ) ) { |
| 2302 | // Tokens from API but price calculated = tokens accuracy |
| 2303 | $reply->set_usage_accuracy( 'tokens' ); |
| 2304 | } else { |
| 2305 | // Everything estimated |
| 2306 | $reply->set_usage_accuracy( 'estimated' ); |
| 2307 | } |
| 2308 | } |
| 2309 | |
| 2310 | /** |
| 2311 | * Override image query handling for gpt-image-1 model |
| 2312 | */ |
| 2313 | public function run_image_query( $query, $streamCallback = null ) { |
| 2314 | // IMPORTANT: We use the standard Images API for gpt-image-1 (not Responses API) |
| 2315 | // Even though Responses API supports image_generation tool, it would let the |
| 2316 | // orchestrator model choose which image model to use. By using the Images API |
| 2317 | // directly, we ensure gpt-image-1 is actually used as requested by the user. |
| 2318 | |
| 2319 | // Use standard implementation for all image models including gpt-image-1 |
| 2320 | return parent::run_image_query( $query, $streamCallback ); |
| 2321 | } |
| 2322 | |
| 2323 | /** |
| 2324 | * Override transcription to support new models |
| 2325 | */ |
| 2326 | public function run_transcribe_query( $query ) { |
| 2327 | // Check if using new transcription models |
| 2328 | $newTranscribeModels = ['gpt-4o-transcribe', 'gpt-4o-mini-transcribe']; |
| 2329 | if ( in_array( $query->model, $newTranscribeModels ) ) { |
| 2330 | // These still use the /audio/transcriptions endpoint but with new models |
| 2331 | // Just need to make sure the model name is passed correctly |
| 2332 | } |
| 2333 | |
| 2334 | // Use parent implementation (still uses audio endpoint) |
| 2335 | return parent::run_transcribe_query( $query ); |
| 2336 | } |
| 2337 | |
| 2338 | /** |
| 2339 | * Override embedding query to support new models |
| 2340 | */ |
| 2341 | public function run_embedding_query( $query ) { |
| 2342 | // Check if using new embedding models |
| 2343 | $newEmbeddingModels = ['text-embedding-3-small', 'text-embedding-3-large']; |
| 2344 | if ( in_array( $query->model, $newEmbeddingModels ) ) { |
| 2345 | // These still use the /embeddings endpoint but with improved models |
| 2346 | // The parent implementation should handle this correctly |
| 2347 | } |
| 2348 | |
| 2349 | // Use parent implementation |
| 2350 | return parent::run_embedding_query( $query ); |
| 2351 | } |
| 2352 | |
| 2353 | /** |
| 2354 | * Enhanced error handling for Responses API |
| 2355 | */ |
| 2356 | protected function handle_responses_errors( $data ) { |
| 2357 | // Handle Responses API specific errors |
| 2358 | if ( isset( $data['error'] ) ) { |
| 2359 | $error = $data['error']; |
| 2360 | $message = $error['message'] ?? 'Unknown error'; |
| 2361 | $type = $error['type'] ?? null; |
| 2362 | $code = $error['code'] ?? null; |
| 2363 | |
| 2364 | // Special handling for "No tool output found" errors |
| 2365 | if ( strpos( $message, 'No tool output found' ) !== false ) { |
| 2366 | // Log this error with details when queries debug is enabled |
| 2367 | if ( $this->core->get_option( 'queries_debug_mode' ) ) { |
| 2368 | error_log( '[AI Engine Queries] Responses API Tool Output Error:' ); |
| 2369 | error_log( '[AI Engine Queries] Error: ' . $message ); |
| 2370 | error_log( '[AI Engine Queries] This typically means the function call outputs were not properly formatted or are missing.' ); |
| 2371 | |
| 2372 | // Log the last request body if available |
| 2373 | if ( property_exists( $this, 'lastRequestBody' ) && $this->lastRequestBody ) { |
| 2374 | error_log( '[AI Engine Queries] Last request body: ' . json_encode( $this->lastRequestBody, JSON_PRETTY_PRINT ) ); |
| 2375 | } |
| 2376 | } |
| 2377 | } |
| 2378 | |
| 2379 | $errorMessage = $message; |
| 2380 | if ( $type ) { |
| 2381 | $errorMessage .= " (Type: $type)"; |
| 2382 | } |
| 2383 | if ( $code ) { |
| 2384 | $errorMessage .= " (Code: $code)"; |
| 2385 | } |
| 2386 | |
| 2387 | throw new Exception( $errorMessage ); |
| 2388 | } |
| 2389 | |
| 2390 | // Check for event-based errors |
| 2391 | if ( isset( $data['event'] ) && $data['event'] === 'response.error' ) { |
| 2392 | $error = $data['error'] ?? []; |
| 2393 | $message = $error['message'] ?? 'Response API error'; |
| 2394 | throw new Exception( $message ); |
| 2395 | } |
| 2396 | |
| 2397 | // Fallback to parent error handling |
| 2398 | parent::handle_response_errors( $data ); |
| 2399 | } |
| 2400 | |
| 2401 | /** |
| 2402 | * Add method to reset conversation state |
| 2403 | */ |
| 2404 | public function reset_conversation_state() { |
| 2405 | $this->previousResponseId = null; |
| 2406 | $this->conversationState = []; |
| 2407 | } |
| 2408 | |
| 2409 | |
| 2410 | /** |
| 2411 | * Check the connection to OpenAI by listing models. |
| 2412 | * This is a free metadata call that verifies API key validity. |
| 2413 | */ |
| 2414 | public function connection_check() { |
| 2415 | try { |
| 2416 | $url = $this->get_models_endpoint(); |
| 2417 | $response = $this->execute( 'GET', $url ); |
| 2418 | |
| 2419 | if ( !isset( $response['data'] ) || !is_array( $response['data'] ) ) { |
| 2420 | throw new Exception( 'Invalid response format from OpenAI' ); |
| 2421 | } |
| 2422 | |
| 2423 | $modelCount = count( $response['data'] ); |
| 2424 | $availableModels = []; |
| 2425 | |
| 2426 | // Get first 5 models for display |
| 2427 | $displayModels = array_slice( $response['data'], 0, 5 ); |
| 2428 | foreach ( $displayModels as $model ) { |
| 2429 | if ( isset( $model['id'] ) ) { |
| 2430 | $availableModels[] = $model['id']; |
| 2431 | } |
| 2432 | } |
| 2433 | |
| 2434 | return [ |
| 2435 | 'success' => true, |
| 2436 | 'service' => 'OpenAI', |
| 2437 | 'message' => "Connection successful. Found {$modelCount} models.", |
| 2438 | 'details' => [ |
| 2439 | 'endpoint' => $url, |
| 2440 | 'model_count' => $modelCount, |
| 2441 | 'sample_models' => $availableModels, |
| 2442 | 'organization' => $response['organization'] ?? null |
| 2443 | ] |
| 2444 | ]; |
| 2445 | } |
| 2446 | catch ( Exception $e ) { |
| 2447 | return [ |
| 2448 | 'success' => false, |
| 2449 | 'service' => 'OpenAI', |
| 2450 | 'error' => $e->getMessage(), |
| 2451 | 'details' => [ |
| 2452 | 'endpoint' => $this->get_models_endpoint() |
| 2453 | ] |
| 2454 | ]; |
| 2455 | } |
| 2456 | } |
| 2457 | |
| 2458 | |
| 2459 | /** |
| 2460 | * Handle code interpreter sandbox files |
| 2461 | * Parses sandbox links from content, downloads files, and replaces links |
| 2462 | */ |
| 2463 | protected function handle_code_interpreter_sandbox_files( $content, $containerId, $query, $fileCitations = [], $isStreaming = false ) { |
| 2464 | if ( empty( $containerId ) || empty( $content ) ) { |
| 2465 | return $content; |
| 2466 | } |
| 2467 | |
| 2468 | // Use streamCodeInterpreterFiles if available (from annotations) |
| 2469 | if ( !empty( $this->streamCodeInterpreterFiles ) ) { |
| 2470 | $fileCitations = $this->streamCodeInterpreterFiles; |
| 2471 | } |
| 2472 | |
| 2473 | // Parse sandbox links from content |
| 2474 | $sandboxLinks = $this->parse_sandbox_links( $content ); |
| 2475 | |
| 2476 | if ( empty( $sandboxLinks ) ) { |
| 2477 | return $content; |
| 2478 | } |
| 2479 | |
| 2480 | Meow_MWAI_Logging::log( 'Code Interpreter: Processing ' . count( $sandboxLinks ) . ' sandbox files' ); |
| 2481 | |
| 2482 | $containerFiles = []; |
| 2483 | |
| 2484 | // If we have file citations, use them directly (skip container list API) |
| 2485 | if ( !empty( $fileCitations ) ) { |
| 2486 | foreach ( $fileCitations as $citation ) { |
| 2487 | if ( isset( $citation['file_id'] ) ) { |
| 2488 | $containerFiles[] = [ |
| 2489 | 'id' => $citation['file_id'], |
| 2490 | 'path' => $citation['path'] ?? ( '/mnt/data/' . $citation['filename'] ), |
| 2491 | 'filename' => $citation['filename'] ?? null |
| 2492 | ]; |
| 2493 | } |
| 2494 | } |
| 2495 | } else { |
| 2496 | // Only try container API if we don't have file citations |
| 2497 | error_log( '[AI Engine] No file citations, will try container list API' ); |
| 2498 | $containerFiles = $this->list_container_files( $containerId, $query ); |
| 2499 | } |
| 2500 | |
| 2501 | if ( empty( $containerFiles ) ) { |
| 2502 | error_log( '[AI Engine] WARNING: No files found from citations or container API' ); |
| 2503 | Meow_MWAI_Logging::warn( 'No files found in container ' . $containerId ); |
| 2504 | return $content; |
| 2505 | } |
| 2506 | |
| 2507 | |
| 2508 | |
| 2509 | // Process each sandbox link |
| 2510 | $replacements = 0; |
| 2511 | foreach ( $sandboxLinks as $sandboxPath ) { |
| 2512 | $filename = basename( $sandboxPath ); |
| 2513 | |
| 2514 | // Find the file in container |
| 2515 | $fileId = $this->find_container_file_id( $containerFiles, $filename ); |
| 2516 | |
| 2517 | if ( !$fileId ) { |
| 2518 | error_log( '[AI Engine] ERROR: File ID not found for: ' . $filename ); |
| 2519 | Meow_MWAI_Logging::warn( 'Code Interpreter: File not found in container: ' . $filename ); |
| 2520 | continue; |
| 2521 | } |
| 2522 | |
| 2523 | |
| 2524 | // Try to download the file with retries if streaming |
| 2525 | $publicUrl = null; |
| 2526 | $maxRetries = $isStreaming ? 3 : 1; |
| 2527 | $retryDelay = 2; // seconds |
| 2528 | |
| 2529 | for ( $attempt = 1; $attempt <= $maxRetries; $attempt++ ) { |
| 2530 | if ( $attempt > 1 ) { |
| 2531 | error_log( '[AI Engine] Retry attempt ' . $attempt . ' after ' . $retryDelay . ' seconds...' ); |
| 2532 | sleep( $retryDelay ); |
| 2533 | $retryDelay *= 2; // exponential backoff |
| 2534 | } |
| 2535 | |
| 2536 | $publicUrl = $this->download_container_file( $containerId, $fileId, $filename, $query ); |
| 2537 | |
| 2538 | if ( $publicUrl ) { |
| 2539 | break; |
| 2540 | } |
| 2541 | } |
| 2542 | |
| 2543 | if ( $publicUrl ) { |
| 2544 | // Replace sandbox link with public URL |
| 2545 | $content = str_replace( $sandboxPath, $publicUrl, $content ); |
| 2546 | $replacements++; |
| 2547 | Meow_MWAI_Logging::log( 'Replaced sandbox link: ' . $filename . ' -> ' . $publicUrl ); |
| 2548 | } else { |
| 2549 | |
| 2550 | // If download fails, create a message about it |
| 2551 | $errorMessage = sprintf( |
| 2552 | '[File: %s - Download temporarily unavailable, refresh page to retry]', |
| 2553 | $filename |
| 2554 | ); |
| 2555 | $content = str_replace( $sandboxPath, $errorMessage, $content ); |
| 2556 | $replacements++; |
| 2557 | } |
| 2558 | } |
| 2559 | |
| 2560 | |
| 2561 | return $content; |
| 2562 | } |
| 2563 | |
| 2564 | /** |
| 2565 | * Parse sandbox links from content |
| 2566 | */ |
| 2567 | protected function parse_sandbox_links( $content ) { |
| 2568 | $links = []; |
| 2569 | |
| 2570 | // Match various sandbox link patterns |
| 2571 | $patterns = [ |
| 2572 | '/sandbox:\/mnt\/data\/[^)\s]+/', // Basic pattern |
| 2573 | '/\(sandbox:\/mnt\/data\/[^)]+\)/', // In parentheses |
| 2574 | '/\[([^\]]*)\]\(sandbox:\/mnt\/data\/[^)]+\)/', // Markdown links |
| 2575 | ]; |
| 2576 | |
| 2577 | foreach ( $patterns as $pattern ) { |
| 2578 | if ( preg_match_all( $pattern, $content, $matches ) ) { |
| 2579 | foreach ( $matches[0] as $match ) { |
| 2580 | // Extract just the sandbox path |
| 2581 | if ( preg_match( '/sandbox:\/mnt\/data\/[^)\s\]]+/', $match, $pathMatch ) ) { |
| 2582 | $links[] = $pathMatch[0]; |
| 2583 | } |
| 2584 | } |
| 2585 | } |
| 2586 | } |
| 2587 | |
| 2588 | return array_unique( $links ); |
| 2589 | } |
| 2590 | |
| 2591 | /** |
| 2592 | * List files in a container |
| 2593 | */ |
| 2594 | protected function list_container_files( $containerId, $query ) { |
| 2595 | try { |
| 2596 | // Use the execute function with the path format it expects |
| 2597 | $path = '/containers/' . $containerId . '/files'; |
| 2598 | |
| 2599 | // Try to call the API (remove streaming handler for JSON requests) |
| 2600 | $response = null; |
| 2601 | try { |
| 2602 | $response = $this->without_stream_handler( function() use ( $path ) { |
| 2603 | return $this->execute( 'GET', $path, null, null, true ); |
| 2604 | }); |
| 2605 | } |
| 2606 | catch ( Exception $api_exception ) { |
| 2607 | // If it's a 404, the container might not exist yet or might be expired |
| 2608 | if ( strpos( $api_exception->getMessage(), '404' ) !== false ) { |
| 2609 | // Wait a moment and retry once |
| 2610 | sleep( 2 ); |
| 2611 | |
| 2612 | try { |
| 2613 | $response = $this->without_stream_handler( function() use ( $path ) { |
| 2614 | return $this->execute( 'GET', $path, null, null, true ); |
| 2615 | }); |
| 2616 | } |
| 2617 | catch ( Exception $retry_exception ) { |
| 2618 | throw $retry_exception; |
| 2619 | } |
| 2620 | } else { |
| 2621 | throw $api_exception; |
| 2622 | } |
| 2623 | } |
| 2624 | |
| 2625 | // Check if response is null or empty array |
| 2626 | if ( $response === null || ( is_array( $response ) && empty( $response ) ) ) { |
| 2627 | // Try waiting a bit for files to be ready |
| 2628 | sleep( 3 ); |
| 2629 | |
| 2630 | // Try one more time |
| 2631 | $response = $this->execute( 'GET', $path, null, null, true ); |
| 2632 | |
| 2633 | // If still empty, wait longer and try once more |
| 2634 | if ( $response === null || ( is_array( $response ) && empty( $response ) ) ) { |
| 2635 | sleep( 5 ); |
| 2636 | $response = $this->execute( 'GET', $path, null, null, true ); |
| 2637 | } |
| 2638 | } |
| 2639 | |
| 2640 | if ( isset( $response['data'] ) && is_array( $response['data'] ) ) { |
| 2641 | return $response['data']; |
| 2642 | } else if ( is_array( $response ) && isset( $response[0] ) ) { |
| 2643 | // Maybe the response is directly an array of files |
| 2644 | return $response; |
| 2645 | } |
| 2646 | } |
| 2647 | catch ( Exception $e ) { |
| 2648 | Meow_MWAI_Logging::warn( 'Failed to list container files: ' . $e->getMessage() ); |
| 2649 | } |
| 2650 | |
| 2651 | return []; |
| 2652 | } |
| 2653 | |
| 2654 | /** |
| 2655 | * Find file ID by filename in container files list |
| 2656 | */ |
| 2657 | protected function find_container_file_id( $containerFiles, $filename ) { |
| 2658 | foreach ( $containerFiles as $file ) { |
| 2659 | // Check if filename matches the end of the path |
| 2660 | if ( isset( $file['path'] ) ) { |
| 2661 | // Handle cases where path might contain multiple filenames separated by spaces |
| 2662 | $paths = preg_split( '/\s+/', $file['path'] ); |
| 2663 | foreach ( $paths as $path ) { |
| 2664 | if ( str_ends_with( $path, $filename ) ) { |
| 2665 | return $file['id']; |
| 2666 | } |
| 2667 | } |
| 2668 | } |
| 2669 | |
| 2670 | // Also check direct filename match |
| 2671 | if ( isset( $file['filename'] ) && $file['filename'] === $filename ) { |
| 2672 | return $file['id']; |
| 2673 | } |
| 2674 | } |
| 2675 | |
| 2676 | return null; |
| 2677 | } |
| 2678 | |
| 2679 | /** |
| 2680 | * Execute HTTP request without streaming handler interference |
| 2681 | */ |
| 2682 | private function without_stream_handler( callable $fn ) { |
| 2683 | $cb = [ $this, 'stream_handler' ]; |
| 2684 | $had = has_action( 'http_api_curl', $cb ); |
| 2685 | if ( $had ) { |
| 2686 | remove_action( 'http_api_curl', $cb ); |
| 2687 | } |
| 2688 | try { |
| 2689 | return $fn(); |
| 2690 | } finally { |
| 2691 | if ( $had ) { |
| 2692 | add_action( 'http_api_curl', $cb, 10, 3 ); |
| 2693 | } |
| 2694 | } |
| 2695 | } |
| 2696 | |
| 2697 | /** |
| 2698 | * Download a file from container and store it locally |
| 2699 | */ |
| 2700 | protected function download_container_file( $containerId, $fileId, $filename, $query ) { |
| 2701 | try { |
| 2702 | $fileContent = null; |
| 2703 | |
| 2704 | // For container files (cfile_*), we MUST use the Container API |
| 2705 | if ( strpos( $fileId, 'cfile_' ) === 0 ) { |
| 2706 | if ( empty( $containerId ) ) { |
| 2707 | throw new Exception( 'Container ID is required for downloading container files' ); |
| 2708 | } |
| 2709 | |
| 2710 | // Use the Container API endpoint |
| 2711 | $path = '/containers/' . $containerId . '/files/' . $fileId . '/content'; |
| 2712 | |
| 2713 | try { |
| 2714 | // Remove streaming handler and download binary content |
| 2715 | $headers = [ 'Accept' => '*/*' ]; |
| 2716 | $fileContent = $this->without_stream_handler( function() use ( $path, $headers ) { |
| 2717 | // false = raw binary content, not JSON |
| 2718 | return $this->execute( 'GET', $path, null, $headers, false ); |
| 2719 | }); |
| 2720 | |
| 2721 | if ( strlen( $fileContent ) > 0 ) { |
| 2722 | Meow_MWAI_Logging::log( 'Container API: Downloaded ' . strlen( $fileContent ) . ' bytes for ' . $filename ); |
| 2723 | } else { |
| 2724 | throw new Exception( 'Container file returned empty content' ); |
| 2725 | } |
| 2726 | } catch ( Exception $e ) { |
| 2727 | throw $e; |
| 2728 | } |
| 2729 | } else { |
| 2730 | // Regular file_* files use the standard Files API |
| 2731 | $filesPath = '/files/' . $fileId . '/content'; |
| 2732 | $headers = [ 'Accept' => '*/*' ]; |
| 2733 | $fileContent = $this->without_stream_handler( function() use ( $filesPath, $headers ) { |
| 2734 | return $this->execute( 'GET', $filesPath, null, $headers, false ); |
| 2735 | }); |
| 2736 | } |
| 2737 | |
| 2738 | if ( empty( $fileContent ) ) { |
| 2739 | error_log( '[AI Engine] ERROR: Both APIs failed to return content' ); |
| 2740 | throw new Exception( 'Empty file content received from both Files API and Container API' ); |
| 2741 | } |
| 2742 | |
| 2743 | // Save to temporary file |
| 2744 | $tmpFile = tempnam( sys_get_temp_dir(), 'mwai_code_' ); |
| 2745 | file_put_contents( $tmpFile, $fileContent ); |
| 2746 | |
| 2747 | // Upload to our file system |
| 2748 | $purpose = 'assistant-out'; |
| 2749 | $metadata = [ |
| 2750 | 'source' => 'code_interpreter', |
| 2751 | 'container_id' => $containerId, |
| 2752 | 'file_id' => $fileId |
| 2753 | ]; |
| 2754 | |
| 2755 | $refId = $this->core->files->upload_file( $tmpFile, $filename, $purpose, $metadata, $query->envId ); |
| 2756 | |
| 2757 | // Update the file's refId to match the OpenAI file ID |
| 2758 | $internalFileId = $this->core->files->get_id_from_refId( $refId ); |
| 2759 | $this->core->files->update_refId( $internalFileId, $fileId ); |
| 2760 | |
| 2761 | // Get the public URL |
| 2762 | $publicUrl = $this->core->files->get_url( $fileId ); |
| 2763 | |
| 2764 | // Clean up temp file |
| 2765 | @unlink( $tmpFile ); |
| 2766 | |
| 2767 | return $publicUrl; |
| 2768 | } |
| 2769 | catch ( Exception $e ) { |
| 2770 | error_log( '[AI Engine] EXCEPTION in download_container_file: ' . $e->getMessage() ); |
| 2771 | error_log( '[AI Engine] Stack trace: ' . $e->getTraceAsString() ); |
| 2772 | Meow_MWAI_Logging::warn( 'Failed to download container file ' . $filename . ': ' . $e->getMessage() ); |
| 2773 | return null; |
| 2774 | } |
| 2775 | } |
| 2776 | |
| 2777 | |
| 2778 | /** |
| 2779 | * Get the models endpoint URL |
| 2780 | */ |
| 2781 | protected function get_models_endpoint() { |
| 2782 | $endpoint = null; |
| 2783 | |
| 2784 | // Same logic as build_url to determine the endpoint |
| 2785 | if ( $this->envType === 'openai' ) { |
| 2786 | $endpoint = apply_filters( 'mwai_openai_endpoint', 'https://api.openai.com/v1', $this->env ); |
| 2787 | } |
| 2788 | else if ( $this->envType === 'azure' ) { |
| 2789 | $endpoint = isset( $this->env['endpoint'] ) ? $this->env['endpoint'] : null; |
| 2790 | } |
| 2791 | |
| 2792 | if ( empty( $endpoint ) ) { |
| 2793 | throw new Exception( 'Endpoint is not defined for envType: ' . $this->envType ); |
| 2794 | } |
| 2795 | |
| 2796 | // Remove any existing API paths to get base URL |
| 2797 | $endpoint = str_replace( '/chat/completions', '', $endpoint ); |
| 2798 | $endpoint = str_replace( '/v1/responses', '', $endpoint ); |
| 2799 | $endpoint = rtrim( $endpoint, '/' ); |
| 2800 | |
| 2801 | // For Azure, use the v1 endpoint for consistency with Responses API |
| 2802 | if ( $this->envType === 'azure' ) { |
| 2803 | // Use v1 models endpoint with preview API version |
| 2804 | return $endpoint . '/openai/v1/models?api-version=preview'; |
| 2805 | } |
| 2806 | |
| 2807 | // For OpenAI, ensure we have the /v1 prefix |
| 2808 | if ( strpos( $endpoint, '/v1' ) === false ) { |
| 2809 | $endpoint .= '/v1'; |
| 2810 | } |
| 2811 | |
| 2812 | return $endpoint . '/models'; |
| 2813 | } |
| 2814 | |
| 2815 | /** |
| 2816 | * Prepare query by uploading files to OpenAI Files API. |
| 2817 | * |
| 2818 | * This method overrides the base prepare_query() to handle OpenAI-specific file uploads. |
| 2819 | * Files are uploaded to OpenAI's Files API before the query is executed, ensuring they |
| 2820 | * have provider_file_id references that can be used in messages. |
| 2821 | * |
| 2822 | * @param Meow_MWAI_Query_Text $query The query with potential file attachments |
| 2823 | */ |
| 2824 | protected function prepare_query( $query ) { |
| 2825 | // Get all attachments using the unified method |
| 2826 | $attachments = method_exists( $query, 'getAttachments' ) ? $query->getAttachments() : []; |
| 2827 | |
| 2828 | if ( empty( $attachments ) ) { |
| 2829 | return; |
| 2830 | } |
| 2831 | |
| 2832 | // Process each attachment - upload non-images to OpenAI Files API |
| 2833 | foreach ( $attachments as $index => $file ) { |
| 2834 | $mimeType = $file->get_mimeType() ?? ''; |
| 2835 | $isImage = strpos( $mimeType, 'image/' ) === 0; |
| 2836 | |
| 2837 | // Skip images - they're sent as base64/URL, not uploaded to Files API |
| 2838 | if ( $isImage ) { |
| 2839 | continue; |
| 2840 | } |
| 2841 | |
| 2842 | if ( $file->get_type() !== 'provider_file_id' ) { |
| 2843 | // File hasn't been uploaded to OpenAI yet - upload it now |
| 2844 | try { |
| 2845 | // Get data directly from file system (not via URL download) |
| 2846 | $refId = $file->get_refId(); |
| 2847 | $data = $this->core->files->get_data( $refId ); |
| 2848 | $filename = $file->get_filename(); |
| 2849 | |
| 2850 | // WORKAROUND: Create a fresh engine instance for upload (matches chatbot.php approach) |
| 2851 | $uploadEngine = Meow_MWAI_Engines_Factory::get_openai( $this->core, $query->envId ); |
| 2852 | $uploadedFile = $uploadEngine->upload_file( $filename, $data, 'user_data' ); |
| 2853 | |
| 2854 | $fileId = $uploadedFile['id'] ?? null; |
| 2855 | |
| 2856 | if ( $fileId ) { |
| 2857 | // Replace with provider_file_id reference in both arrays |
| 2858 | if ( !empty( $query->attachedFiles ) && isset( $query->attachedFiles[$index] ) ) { |
| 2859 | $query->attachedFiles[$index] = Meow_MWAI_Query_DroppedFile::from_provider_file_id( |
| 2860 | $fileId, |
| 2861 | $file->get_purpose(), |
| 2862 | $file->get_mimeType() |
| 2863 | ); |
| 2864 | } |
| 2865 | // Also update legacy attachedFile if this is the first file |
| 2866 | if ( $index === 0 && !empty( $query->attachedFile ) ) { |
| 2867 | $query->attachedFile = Meow_MWAI_Query_DroppedFile::from_provider_file_id( |
| 2868 | $fileId, |
| 2869 | $file->get_purpose(), |
| 2870 | $file->get_mimeType() |
| 2871 | ); |
| 2872 | } |
| 2873 | } |
| 2874 | } catch ( Exception $e ) { |
| 2875 | error_log( '[AI Engine] Failed to upload file to OpenAI Files API: ' . $e->getMessage() ); |
| 2876 | // Keep the original file - MessageBuilder will skip it |
| 2877 | } |
| 2878 | } |
| 2879 | } |
| 2880 | } |
| 2881 | |
| 2882 | } |
| 2883 |