core = $core; } /** * Build messages array for Responses API format */ public function build_responses_api_messages( Meow_MWAI_Query_Base $query ): array { $messages = []; // Handle different query types if ( $query instanceof Meow_MWAI_Query_Feedback ) { $messages = $this->build_feedback_messages( $query ); } else { $messages = $this->convert_messages_to_responses_format( $query->messages ); } // Add user message with attachments if needed if ( !( $query instanceof Meow_MWAI_Query_Feedback ) ) { $messages = $this->add_user_message_with_attachments( $messages, $query ); } return $messages; } /** * Build messages for feedback queries */ private function build_feedback_messages( Meow_MWAI_Query_Feedback $query ): array { $messages = []; // Convert existing messages $messages = $this->convert_messages_to_responses_format( $query->messages ); // Process feedback blocks if ( !empty( $query->blocks ) ) { $messages = $this->add_feedback_results( $messages, $query->blocks ); } return $messages; } /** * Convert role-based messages to Responses API format */ private function convert_messages_to_responses_format( array $messages ): array { $converted = []; foreach ( $messages as $message ) { if ( !isset( $message['role'] ) ) { // Already in Responses API format $converted[] = $message; continue; } // Handle assistant messages with tool calls if ( $message['role'] === 'assistant' && isset( $message['tool_calls'] ) ) { $converted = array_merge( $converted, $this->convert_assistant_with_tools( $message ) ); } else { // Regular messages stay as-is $converted[] = $message; } } return $converted; } /** * Convert assistant message with tool calls to separate messages */ private function convert_assistant_with_tools( array $message ): array { $messages = []; // Add assistant text if present if ( !empty( $message['content'] ) ) { $messages[] = [ 'role' => 'assistant', 'content' => $message['content'] ]; } // Convert each tool call to function_call message if ( isset( $message['tool_calls'] ) ) { foreach ( $message['tool_calls'] as $toolCall ) { $functionCall = Meow_MWAI_Data_FunctionCall::from_tool_call( $toolCall, $message ); $messages[] = [ 'type' => 'function_call', 'call_id' => $functionCall->id, 'name' => $functionCall->name, 'arguments' => $functionCall->get_arguments_json() ]; } } return $messages; } /** * Add feedback results to messages */ private function add_feedback_results( array $messages, array $blocks ): array { $functionResults = []; $processedCallIds = []; foreach ( $blocks as $block ) { if ( !isset( $block['feedbacks'] ) ) { continue; } foreach ( $block['feedbacks'] as $feedback ) { $toolId = $feedback['request']['toolId'] ?? null; // Skip duplicates if ( !$toolId || in_array( $toolId, $processedCallIds ) ) { continue; } // Create function result object $result = Meow_MWAI_Data_FunctionResult::success( $toolId, $feedback['reply']['value'] ?? null ); $functionResults[] = $result->to_responses_api_format(); $processedCallIds[] = $toolId; } } // Add function results at the end return array_merge( $messages, $functionResults ); } /** * Add user message with attachments */ private function add_user_message_with_attachments( array $messages, Meow_MWAI_Query_Base $query ): array { if ( !$query->attachedFile ) { // Simple text message $messages[] = [ 'role' => 'user', 'content' => [ [ 'type' => 'input_text', 'text' => $query->get_message() ] ] ]; } else { // Message with image attachment $content = [ [ 'type' => 'input_text', 'text' => $query->get_message() ] ]; // Add image $imageUrl = $query->image_remote_upload === 'url' ? $query->attachedFile->get_url() : $query->attachedFile->get_inline_base64_url(); $content[] = [ 'type' => 'input_image', 'image_url' => $imageUrl ]; $messages[] = [ 'role' => 'user', 'content' => $content ]; } return $messages; } /** * Build feedback-only messages for Responses API with previous_response_id */ public function build_feedback_only_messages( Meow_MWAI_Query_Feedback $query ): array { $messages = []; if ( empty( $query->blocks ) ) { return $messages; } // For Responses API with previous_response_id, we should ONLY send function_call_output messages. // The API already knows about the function_call messages from the previous response. // According to OpenAI documentation, we should NOT echo back the function_call messages. foreach ( $query->blocks as $block ) { if ( !isset( $block['feedbacks'] ) || empty( $block['feedbacks'] ) ) { continue; } // Get the rawMessage from the first feedback (they should all have the same rawMessage) $rawMessage = $block['feedbacks'][0]['request']['rawMessage'] ?? null; if ( !$rawMessage || !isset( $rawMessage['tool_calls'] ) ) { continue; } // Process ALL tool calls from the rawMessage in order // But ONLY add the function_call_output messages (not the function_call messages) foreach ( $rawMessage['tool_calls'] as $toolCall ) { $callId = $toolCall['id']; // Find and add the corresponding function result // We do NOT add the function_call message when using previous_response_id $foundResult = false; foreach ( $block['feedbacks'] as $feedback ) { if ( ( $feedback['request']['toolId'] ?? null ) === $callId ) { $result = Meow_MWAI_Data_FunctionResult::success( $callId, $feedback['reply']['value'] ?? '' ); $messages[] = $result->to_responses_api_format(); $foundResult = true; break; } } if ( !$foundResult ) { // This should not happen, but if we can't find the result, add an error result $result = Meow_MWAI_Data_FunctionResult::failure( $callId, 'Function result not found' ); $messages[] = $result->to_responses_api_format(); } } } return $messages; } /** * Build messages for Chat Completions API */ public function build_chat_completions_messages( Meow_MWAI_Query_Base $query ): array { $messages = []; // Add system message if present if ( !empty( $query->instructions ) ) { $messages[] = [ 'role' => 'system', 'content' => $query->instructions ]; } // Add conversation messages if ( !empty( $query->messages ) ) { $messages = array_merge( $messages, $query->messages ); } // Handle feedback queries - add function results if ( $query instanceof Meow_MWAI_Query_Feedback && !empty( $query->blocks ) ) { foreach ( $query->blocks as $block ) { if ( !isset( $block['feedbacks'] ) ) { continue; } foreach ( $block['feedbacks'] as $feedback ) { $messages[] = [ 'role' => 'tool', 'tool_call_id' => $feedback['request']['toolId'], 'content' => json_encode( $feedback['reply']['value'] ?? '' ) ]; } } } // Add user message (if not a feedback query) if ( !( $query instanceof Meow_MWAI_Query_Feedback ) ) { $userMessage = $this->build_user_message( $query ); if ( $userMessage ) { $messages[] = $userMessage; } } return $messages; } /** * Build user message for Chat Completions API */ private function build_user_message( Meow_MWAI_Query_Base $query ): ?array { $message = $query->get_message(); if ( empty( $message ) ) { return null; } // Handle image attachments if ( $query->attachedFile && $query->attachedFile->get_type() === 'image' ) { $imageUrl = $query->image_remote_upload === 'url' ? $query->attachedFile->get_url() : $query->attachedFile->get_inline_base64_url(); return [ 'role' => 'user', 'content' => [ [ 'type' => 'text', 'text' => $message ], [ 'type' => 'image_url', 'image_url' => [ 'url' => $imageUrl ] ] ] ]; } // Simple text message return [ 'role' => 'user', 'content' => $message ]; } }