'; } $atts = shortcode_atts( array( 'button_text' => __( 'Generate Sample Q&A', 'aiohm-knowledge-assistant' ), 'show_description' => 'false', 'description' => '', ), $atts, 'aiohm_qa_generator' ); static $qa_counter = 0; ++$qa_counter; $qa_id = 'aiohm-qa-' . $qa_counter; // Enqueue QA script and style wp_enqueue_script( 'aiohm-qa-shortcode' ); wp_enqueue_style( 'aiohm-qa-shortcode' ); $output = '

'; // Output configuration script right at the start $output .= ''; $output .= '

'; if ( $atts['show_description'] === 'true' ) { $output .= '

' . esc_html( $atts['description'] ) . '

'; } $output .= ''; $output .= '

'; $output .= '

'; // .aiohm-qa-generator-container $output .= '

'; // .aiohm-qa-generator-wrapper return $output; } /** * Handles the AJAX request for generating Q&A pairs. */ public static function handle_generate_qa_ajax() { if ( ! isset( $_POST['nonce'] ) || ! wp_verify_nonce( sanitize_text_field( wp_unslash( $_POST['nonce'] ) ), 'aiohm_qa_nonce' ) ) { wp_send_json_error( array( 'message' => __( 'Security check failed', 'aiohm-knowledge-assistant' ) ) ); wp_die(); } try { // Verify classes exist if ( ! class_exists( 'AIOHM_KB_RAG_Engine' ) ) { throw new Exception( 'RAG Engine class not found. Please check plugin installation.' ); } if ( ! class_exists( 'AIOHM_KB_AI_GPT_Client' ) ) { throw new Exception( 'AI Client class not found. Please check plugin installation.' ); } $rag_engine = new AIOHM_KB_RAG_Engine(); $ai_client = new AIOHM_KB_AI_GPT_Client(); $settings = AIOHM_KB_Assistant::get_settings(); // Check if any AI provider is configured $has_api_key = ! empty( $settings['openai_api_key'] ) || ! empty( $settings['gemini_api_key'] ) || ! empty( $settings['claude_api_key'] ) || ! empty( $settings['shareai_api_key'] ) || ( function_exists( 'aiohm_kb_is_wp_ai_connector_configured' ) && ( aiohm_kb_is_wp_ai_connector_configured( 'openai' ) || aiohm_kb_is_wp_ai_connector_configured( 'gemini' ) || aiohm_kb_is_wp_ai_connector_configured( 'claude' ) ) ) || ! empty( get_option( 'connectors_ai_openai_api_key' ) ) || ! empty( get_option( 'connectors_ai_google_api_key' ) ) || ! empty( get_option( 'connectors_ai_gemini_api_key' ) ) || ! empty( get_option( 'connectors_ai_anthropic_api_key' ) ) || ! empty( get_option( 'connectors_ai_claude_api_key' ) ) || ( defined( 'OPENAI_API_KEY' ) && OPENAI_API_KEY ) || ( defined( 'GOOGLE_API_KEY' ) && GOOGLE_API_KEY ) || ( defined( 'GEMINI_API_KEY' ) && GEMINI_API_KEY ) || ( defined( 'ANTHROPIC_API_KEY' ) && ANTHROPIC_API_KEY ) || ( defined( 'CLAUDE_API_KEY' ) && CLAUDE_API_KEY ) || getenv( 'OPENAI_API_KEY' ) || getenv( 'GOOGLE_API_KEY' ) || getenv( 'GEMINI_API_KEY' ) || getenv( 'ANTHROPIC_API_KEY' ) || getenv( 'CLAUDE_API_KEY' ); if ( ! $has_api_key ) { throw new Exception( 'No AI provider API key configured. Please add an API key in settings.' ); } $random_chunk = $rag_engine->get_random_chunk(); if ( ! $random_chunk ) { throw new Exception( 'Your knowledge base is empty. Please scan some content first.' ); } // Use the AI model selected in Mirror Mode, fallback to default provider $mirror_model = $settings['mirror_mode']['ai_model'] ?? ''; if ( ! empty( $mirror_model ) ) { $model = $mirror_model; } else { // Fallback to default provider if no Mirror Mode model is set $default_provider = $settings['default_ai_provider'] ?? 'openai'; switch ( $default_provider ) { case 'gemini': $model = 'gemini-pro'; break; case 'claude': $model = 'claude-3-sonnet'; break; case 'shareai': $model = 'shareai-llama4:17b-scout-16e-instruct-fp16'; break; case 'openai': default: $model = 'gpt-3.5-turbo'; break; } } $question_prompt = "Based on the following text, what is a likely user question? Only return the question itself, without any preamble.\n\nCONTEXT:\n" . $random_chunk; $question = $ai_client->get_chat_completion( $question_prompt, '', 0.7, $model ); $answer_prompt = "You are a helpful assistant. Answer the following question based on the provided context.\n\nCONTEXT:\n{$random_chunk}\n\nQUESTION:\n{$question}"; $answer = $ai_client->get_chat_completion( $answer_prompt, '', 0.2, $model ); // Format the answer with proper HTML formatting $formatted_answer = AIOHM_KB_Core_Init::format_qa_answer( trim( $answer ) ); wp_send_json_success( array( 'qa_pair' => array( 'question' => trim( str_replace( '"', '', $question ) ), 'answer' => $formatted_answer, ), ) ); } catch ( Exception $e ) { // Log the error for debugging // translators: %s is the Q&A generation error message wp_send_json_error( array( 'message' => sprintf( __( 'Failed to generate Q&A pair: %s', 'aiohm-knowledge-assistant' ), $e->getMessage() ) ) ); } wp_die(); } }