Update: 2026-07-04 20:53:30

2026-07-04 20:53:30 +03:00
parent 3c06b3624b
commit df4af1ac2b
15 changed files with 493 additions and 64 deletions
@@ -1,43 +0,0 @@
-- Social Media Bot Schema
-
-CREATE TABLE IF NOT EXISTS `social_accounts` (
-  `id` INT AUTO_INCREMENT PRIMARY KEY,
-  `platform` ENUM('facebook', 'instagram') NOT NULL,
-  `username` VARCHAR(100) NOT NULL,
-  `status` ENUM('active', 'restricted', 'banned') DEFAULT 'active',
-  `total_posts` INT DEFAULT 0,
-  `total_comments` INT DEFAULT 0,
-  `last_active` DATETIME NULL,
-  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
-  `updated_at` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
-);
-
-CREATE TABLE IF NOT EXISTS `social_tasks` (
-  `id` INT AUTO_INCREMENT PRIMARY KEY,
-  `account_id` INT NULL, -- NULL if any available account can take it
-  `platform` ENUM('facebook', 'instagram') NOT NULL,
-  `type` ENUM('join_group', 'read_posts', 'post_comment', 'share_link') NOT NULL,
-  `target_url` VARCHAR(500) NULL, -- URL of the group or post
-  `prompt_context` TEXT NULL, -- Context for Gemini to generate the comment
-  `generated_comment` TEXT NULL, -- The comment generated by Gemini
-  `status` ENUM('pending', 'in_progress', 'completed', 'failed') DEFAULT 'pending',
-  `error_message` TEXT NULL,
-  `scheduled_at` DATETIME NULL,
-  `completed_at` DATETIME NULL,
-  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
-  FOREIGN KEY (`account_id`) REFERENCES `social_accounts`(`id`) ON DELETE SET NULL
-);
-
-CREATE TABLE IF NOT EXISTS `social_logs` (
-  `id` INT AUTO_INCREMENT PRIMARY KEY,
-  `task_id` INT NULL,
-  `account_id` INT NULL,
-  `log_level` ENUM('info', 'warning', 'error') DEFAULT 'info',
-  `message` TEXT NOT NULL,
-  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
-  FOREIGN KEY (`task_id`) REFERENCES `social_tasks`(`id`) ON DELETE SET NULL,
-  FOREIGN KEY (`account_id`) REFERENCES `social_accounts`(`id`) ON DELETE SET NULL
-);
-
-- Insert dummy account for testing
-INSERT IGNORE INTO `social_accounts` (`platform`, `username`, `status`) VALUES ('facebook', 'test_bot_1', 'active');
@@ -0,0 +1,88 @@
+<?php
+// ============================================================
+// marketing_engine/index.php
+// Main API endpoint for the Marketing Microservice
+// ============================================================
+
+require_once __DIR__ . '/../core/bootstrap.php';
+require_once __DIR__ . '/../functions.php';
+
+header('Content-Type: application/json');
+
+// Simple bot authentication
+$headers = getallheaders();
+$botToken = $headers['X-Bot-Token'] ?? '';
+if ($botToken !== 'YOUR_SECRET_BOT_TOKEN') {
+    // http_response_code(401);
+    // exit(json_encode(['status' => 'error', 'message' => 'Unauthorized']));
+}
+
+$action = $_GET['action'] ?? '';
+$platform = $_GET['platform'] ?? 'tiktok'; // Default to tiktok for new platform testing
+
+try {
+    // In a real scenario, you'd use a dedicated database. 
+    // Here we use the main DB but with marketing_ prefixed tables.
+    $con = Database::get('main');
+    
+    switch ($action) {
+        case 'get_task':
+            // 1. First, check if the bot needs a task
+            // We look for pending tasks for this platform
+            $stmt = $con->prepare("
+                SELECT id, type, target_url, content_text, media_url 
+                FROM marketing_tasks 
+                WHERE status = 'pending' AND platform = ? AND (scheduled_at IS NULL OR scheduled_at <= NOW())
+                ORDER BY created_at ASC LIMIT 1
+            ");
+            $stmt->execute([$platform]);
+            $task = $stmt->fetch(PDO::FETCH_ASSOC);
+            
+            if ($task) {
+                // If the task requires a media file (like upload_video)
+                // The Android app will need to download it first using the media_url
+                
+                // Mark as in progress
+                $update = $con->prepare("UPDATE marketing_tasks SET status = 'in_progress' WHERE id = ?");
+                $update->execute([$task['id']]);
+                
+                echo json_encode(['status' => 'success', 'data' => $task]);
+            } else {
+                echo json_encode(['status' => 'success', 'message' => 'No tasks available', 'data' => null]);
+            }
+            break;
+            
+        case 'complete_task':
+            $taskId = $_POST['task_id'] ?? null;
+            $result = $_POST['result'] ?? '';
+            
+            if ($taskId) {
+                $stmt = $con->prepare("UPDATE marketing_tasks SET status = 'completed', completed_at = NOW() WHERE id = ?");
+                $stmt->execute([$taskId]);
+                echo json_encode(['status' => 'success']);
+            } else {
+                echo json_encode(['status' => 'error', 'message' => 'task_id required']);
+            }
+            break;
+            
+        case 'fail_task':
+            $taskId = $_POST['task_id'] ?? null;
+            $errorMsg = $_POST['error_message'] ?? 'Unknown error';
+            
+            if ($taskId) {
+                $stmt = $con->prepare("UPDATE marketing_tasks SET status = 'failed', error_message = ? WHERE id = ?");
+                $stmt->execute([$errorMsg, $taskId]);
+                echo json_encode(['status' => 'success']);
+            } else {
+                echo json_encode(['status' => 'error', 'message' => 'task_id required']);
+            }
+            break;
+            
+        default:
+            echo json_encode(['status' => 'error', 'message' => 'Invalid action']);
+    }
+
+} catch (Exception $e) {
+    http_response_code(500);
+    echo json_encode(['status' => 'error', 'message' => 'Server error: ' . $e->getMessage()]);
+}
@@ -0,0 +1,11 @@
+<?php
+require_once __DIR__ . '/../core/bootstrap.php';
+$con = Database::get('main');
+
+// Insert into marketing_tasks
+$con->query("INSERT INTO marketing_tasks (platform, type, status) VALUES ('facebook', 'read_posts', 'pending')");
+
+// Also insert into social_tasks just in case they hit the old endpoint
+$con->query("INSERT INTO social_tasks (platform, type, status) VALUES ('facebook', 'read_posts', 'pending')");
+
+echo "Test task inserted successfully!\n";
@@ -0,0 +1,70 @@
+-- ==========================================================
+-- Marketing Engine & Social Media Bot Combined Schema
+-- ==========================================================
+
+-- 1. Original Social Media Tables (Facebook, Instagram)
+CREATE TABLE IF NOT EXISTS `social_accounts` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `platform` ENUM('facebook', 'instagram', 'tiktok', 'twitter', 'youtube') NOT NULL,
+  `username` VARCHAR(100) NOT NULL,
+  `status` ENUM('active', 'restricted', 'banned') DEFAULT 'active',
+  `total_posts` INT DEFAULT 0,
+  `total_comments` INT DEFAULT 0,
+  `total_videos` INT DEFAULT 0,
+  `last_active` DATETIME NULL,
+  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
+  `updated_at` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
+);
+
+CREATE TABLE IF NOT EXISTS `social_tasks` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `account_id` INT NULL, 
+  `platform` ENUM('facebook', 'instagram', 'tiktok', 'twitter', 'youtube') NOT NULL,
+  `type` ENUM('join_group', 'read_posts', 'post_comment', 'share_link', 'upload_video', 'post_tweet') NOT NULL,
+  `target_url` VARCHAR(500) NULL, -- URL of the group, post, or media download
+  `prompt_context` TEXT NULL, 
+  `generated_comment` TEXT NULL, 
+  `status` ENUM('pending', 'in_progress', 'completed', 'failed') DEFAULT 'pending',
+  `error_message` TEXT NULL,
+  `scheduled_at` DATETIME NULL,
+  `completed_at` DATETIME NULL,
+  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
+  FOREIGN KEY (`account_id`) REFERENCES `social_accounts`(`id`) ON DELETE SET NULL
+);
+
+CREATE TABLE IF NOT EXISTS `social_logs` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `task_id` INT NULL,
+  `account_id` INT NULL,
+  `log_level` ENUM('info', 'warning', 'error') DEFAULT 'info',
+  `message` TEXT NOT NULL,
+  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
+  FOREIGN KEY (`task_id`) REFERENCES `social_tasks`(`id`) ON DELETE SET NULL,
+  FOREIGN KEY (`account_id`) REFERENCES `social_accounts`(`id`) ON DELETE SET NULL
+);
+
+-- 2. New Content Generation Pipeline Tables
+CREATE TABLE IF NOT EXISTS `content_pipeline` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `topic` VARCHAR(255) NOT NULL,
+  `script_text` TEXT NULL, 
+  `voice_url` VARCHAR(500) NULL, 
+  `video_url` VARCHAR(500) NULL, 
+  `status` ENUM('pending', 'script_generated', 'voice_generated', 'video_rendered', 'published', 'failed') DEFAULT 'pending',
+  `error_message` TEXT NULL,
+  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
+  `updated_at` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
+);
+
+CREATE TABLE IF NOT EXISTS `api_quotas` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `service_name` ENUM('gemini', 'elevenlabs', 'creatomate', 'heygen') NOT NULL,
+  `daily_usage` INT DEFAULT 0,
+  `quota_limit` INT DEFAULT 10,
+  `last_reset` DATE NOT NULL
+);
+
+INSERT IGNORE INTO `api_quotas` (`service_name`, `daily_usage`, `quota_limit`, `last_reset`) VALUES 
+('gemini', 0, 100, CURDATE()),
+('elevenlabs', 0, 5, CURDATE()),
+('creatomate', 0, 2, CURDATE());
@@ -0,0 +1,59 @@
+<?php
+// ============================================================
+// marketing_engine/services/AIVideoGenerator.php
+// Wrapper and Abstract Interfaces for AI Generation APIs
+// ============================================================
+
+class AIVideoGenerator {
+    private $elevenLabsApiKey;
+    private $creatomateApiKey;
+    private $geminiApiKey;
+    
+    public function __construct() {
+        $this->elevenLabsApiKey = getenv('ELEVENLABS_API_KEY');
+        $this->creatomateApiKey = getenv('CREATOMATE_API_KEY');
+        $this->geminiApiKey = getenv('GEMINI_API_KEY');
+    }
+    // Abstracted text generation
+    public function generateScript($topic) {
+        // Here you would call Gemini API to generate a video script about the topic
+        // For example: "Write a 30 second TikTok script about how ride hailing drivers lose too much commission, and how Siro fixes this."
+        
+        // Mock implementation
+        $prompt = "Write a short 20-word script about: " . $topic;
+        $mockScript = "Drivers are tired of high commissions. Siro is the solution with 0% commission forever. Join Siro today!";
+        
+        return [
+            'status' => 'success',
+            'script' => $mockScript
+        ];
+    }
+    
+    // Abstracted voice generation
+    public function generateVoice($scriptText) {
+        // Here you would call ElevenLabs API (or similar) to convert text to speech
+        // It returns an MP3 file or URL
+        
+        // Mock implementation
+        $mockAudioUrl = "https://example.com/audio_mock_".time().".mp3";
+        
+        return [
+            'status' => 'success',
+            'audio_url' => $mockAudioUrl
+        ];
+    }
+    
+    // Abstracted video rendering
+    public function renderVideo($scriptText, $audioUrl, $backgroundVideoUrl = null) {
+        // Here you would call Creatomate or HeyGen to render the final MP4
+        // Combining the audio, background, and burning the captions on screen
+        
+        // Mock implementation
+        $mockVideoUrl = "https://example.com/rendered_video_".time().".mp4";
+        
+        return [
+            'status' => 'success',
+            'video_url' => $mockVideoUrl
+        ];
+    }
+}
@@ -0,0 +1,105 @@
+<?php
+// ============================================================
+// marketing_engine/services/ContentWorkflow.php
+// Orchestrates the entire content generation pipeline
+// ============================================================
+
+require_once __DIR__ . '/AIVideoGenerator.php';
+require_once __DIR__ . '/../../core/bootstrap.php';
+
+class ContentWorkflow {
+    private $generator;
+    private $con;
+
+    public function __construct() {
+        $this->generator = new AIVideoGenerator();
+        $this->con = Database::get('main');
+    }
+
+    /**
+     * Executes the next pending step in the content pipeline
+     */
+    public function processPipeline() {
+        // 1. Check for pending topics to generate scripts
+        $this->processPendingScripts();
+        
+        // 2. Check for generated scripts to create voice
+        $this->processPendingVoices();
+        
+        // 3. Check for generated voices to render video
+        $this->processPendingVideos();
+        
+        // 4. Check for rendered videos to queue marketing tasks
+        $this->queueUploadTasks();
+    }
+
+    private function processPendingScripts() {
+        $stmt = $this->con->prepare("SELECT * FROM content_pipeline WHERE status = 'pending' LIMIT 1");
+        $stmt->execute();
+        $job = $stmt->fetch(PDO::FETCH_ASSOC);
+        
+        if ($job) {
+            $result = $this->generator->generateScript($job['topic']);
+            if ($result['status'] === 'success') {
+                $update = $this->con->prepare("UPDATE content_pipeline SET script_text = ?, status = 'script_generated' WHERE id = ?");
+                $update->execute([$result['script'], $job['id']]);
+            }
+        }
+    }
+
+    private function processPendingVoices() {
+        $stmt = $this->con->prepare("SELECT * FROM content_pipeline WHERE status = 'script_generated' LIMIT 1");
+        $stmt->execute();
+        $job = $stmt->fetch(PDO::FETCH_ASSOC);
+        
+        if ($job) {
+            $result = $this->generator->generateVoice($job['script_text']);
+            if ($result['status'] === 'success') {
+                $update = $this->con->prepare("UPDATE content_pipeline SET voice_url = ?, status = 'voice_generated' WHERE id = ?");
+                $update->execute([$result['audio_url'], $job['id']]);
+            }
+        }
+    }
+
+    private function processPendingVideos() {
+        $stmt = $this->con->prepare("SELECT * FROM content_pipeline WHERE status = 'voice_generated' LIMIT 1");
+        $stmt->execute();
+        $job = $stmt->fetch(PDO::FETCH_ASSOC);
+        
+        if ($job) {
+            $result = $this->generator->renderVideo($job['script_text'], $job['voice_url']);
+            if ($result['status'] === 'success') {
+                $update = $this->con->prepare("UPDATE content_pipeline SET video_url = ?, status = 'video_rendered' WHERE id = ?");
+                $update->execute([$result['video_url'], $job['id']]);
+            }
+        }
+    }
+
+    private function queueUploadTasks() {
+        $stmt = $this->con->prepare("SELECT * FROM content_pipeline WHERE status = 'video_rendered' LIMIT 1");
+        $stmt->execute();
+        $job = $stmt->fetch(PDO::FETCH_ASSOC);
+        
+        if ($job) {
+            // Create upload tasks for TikTok and YouTube Shorts
+            $insert = $this->con->prepare("
+                INSERT INTO marketing_tasks (platform, type, content_text, media_url, status) 
+                VALUES 
+                ('tiktok', 'upload_video', ?, ?, 'pending'),
+                ('youtube', 'upload_video', ?, ?, 'pending')
+            ");
+            
+            // Provide a short caption based on the script
+            $caption = substr($job['script_text'], 0, 100) . "... #Siro #RideHailing";
+            
+            $insert->execute([
+                $caption, $job['video_url'],
+                $caption, $job['video_url']
+            ]);
+            
+            // Mark job as published (or handed off to bots)
+            $update = $this->con->prepare("UPDATE content_pipeline SET status = 'published' WHERE id = ?");
+            $update->execute([$job['id']]);
+        }
+    }
+}
@@ -2070,3 +2070,73 @@ CREATE TABLE `driver_streaks` (
  UNIQUE KEY `driver_id` (`driver_id`)
 ) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_general_ci;

+-- ==========================================================
+-- Marketing Engine & Social Media Bot Combined Schema
+-- ==========================================================
+
+-- 1. Original Social Media Tables (Facebook, Instagram)
+CREATE TABLE IF NOT EXISTS `social_accounts` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `platform` ENUM('facebook', 'instagram', 'tiktok', 'twitter', 'youtube') NOT NULL,
+  `username` VARCHAR(100) NOT NULL,
+  `status` ENUM('active', 'restricted', 'banned') DEFAULT 'active',
+  `total_posts` INT DEFAULT 0,
+  `total_comments` INT DEFAULT 0,
+  `total_videos` INT DEFAULT 0,
+  `last_active` DATETIME NULL,
+  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
+  `updated_at` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
+);
+
+CREATE TABLE IF NOT EXISTS `social_tasks` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `account_id` INT NULL, 
+  `platform` ENUM('facebook', 'instagram', 'tiktok', 'twitter', 'youtube') NOT NULL,
+  `type` ENUM('join_group', 'read_posts', 'post_comment', 'share_link', 'upload_video', 'post_tweet') NOT NULL,
+  `target_url` VARCHAR(500) NULL, -- URL of the group, post, or media download
+  `prompt_context` TEXT NULL, 
+  `generated_comment` TEXT NULL, 
+  `status` ENUM('pending', 'in_progress', 'completed', 'failed') DEFAULT 'pending',
+  `error_message` TEXT NULL,
+  `scheduled_at` DATETIME NULL,
+  `completed_at` DATETIME NULL,
+  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
+  FOREIGN KEY (`account_id`) REFERENCES `social_accounts`(`id`) ON DELETE SET NULL
+);
+
+CREATE TABLE IF NOT EXISTS `social_logs` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `task_id` INT NULL,
+  `account_id` INT NULL,
+  `log_level` ENUM('info', 'warning', 'error') DEFAULT 'info',
+  `message` TEXT NOT NULL,
+  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
+  FOREIGN KEY (`task_id`) REFERENCES `social_tasks`(`id`) ON DELETE SET NULL,
+  FOREIGN KEY (`account_id`) REFERENCES `social_accounts`(`id`) ON DELETE SET NULL
+);
+
+-- 2. New Content Generation Pipeline Tables
+CREATE TABLE IF NOT EXISTS `content_pipeline` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `topic` VARCHAR(255) NOT NULL,
+  `script_text` TEXT NULL, 
+  `voice_url` VARCHAR(500) NULL, 
+  `video_url` VARCHAR(500) NULL, 
+  `status` ENUM('pending', 'script_generated', 'voice_generated', 'video_rendered', 'published', 'failed') DEFAULT 'pending',
+  `error_message` TEXT NULL,
+  `created_at` DATETIME DEFAULT CURRENT_TIMESTAMP,
+  `updated_at` DATETIME DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
+);
+
+CREATE TABLE IF NOT EXISTS `api_quotas` (
+  `id` INT AUTO_INCREMENT PRIMARY KEY,
+  `service_name` ENUM('gemini', 'elevenlabs', 'creatomate', 'heygen') NOT NULL,
+  `daily_usage` INT DEFAULT 0,
+  `quota_limit` INT DEFAULT 10,
+  `last_reset` DATE NOT NULL
+);
+
+INSERT IGNORE INTO `api_quotas` (`service_name`, `daily_usage`, `quota_limit`, `last_reset`) VALUES 
+('gemini', 0, 100, CURDATE()),
+('elevenlabs', 0, 5, CURDATE()),
+('creatomate', 0, 2, CURDATE());
@@ -10,28 +10,41 @@ import java.util.Scanner
 * Client to connect to the social_worker.php endpoint
 */
 object SocialBotClient {
-    private const val BASE_URL = "https://your-domain.com/backend/bot/social_media_bot/social_worker.php"
+    private const val BASE_URL = "https://jordan-siro.intaleqapp.com/backend/marketing_engine/index.php"
    private const val BOT_TOKEN = "YOUR_SECRET_BOT_TOKEN"

    fun getTask(platform: String): JSONObject? {
        try {
-            val url = URL("$BASE_URL?action=get_task&platform=$platform")
+            val urlString = "$BASE_URL?action=get_task&platform=$platform"
+            android.util.Log.d("SocialBotClient", "Requesting URL: $urlString")
+            
+            val url = URL(urlString)
            val connection = url.openConnection() as HttpURLConnection
            connection.requestMethod = "GET"
            connection.setRequestProperty("X-Bot-Token", BOT_TOKEN)
            
            val responseCode = connection.responseCode
+            android.util.Log.d("SocialBotClient", "Response Code: $responseCode")
+            
            if (responseCode == 200) {
                val scanner = Scanner(connection.inputStream)
-                val response = scanner.useDelimiter("\\A").next()
+                val response = if (scanner.hasNext()) scanner.useDelimiter("\\A").next() else ""
                scanner.close()
                
+                android.util.Log.d("SocialBotClient", "Response Body: $response")
+                
                val json = JSONObject(response)
                if (json.getString("status") == "success" && !json.isNull("data")) {
                    return json.getJSONObject("data")
                }
+            } else {
+                val scanner = Scanner(connection.errorStream)
+                val errorResponse = if (scanner.hasNext()) scanner.useDelimiter("\\A").next() else ""
+                scanner.close()
+                android.util.Log.e("SocialBotClient", "Error Response Body: $errorResponse")
            }
        } catch (e: Exception) {
+            android.util.Log.e("SocialBotClient", "Exception in getTask: ${e.message}")
            e.printStackTrace()
        }
        return null
@@ -96,8 +96,22 @@ class FacebookBotService : AccessibilityService() {
                }
                "read_posts" -> {
                    // Logic to read posts and send to backend
-                    // ...
-                    SocialBotClient.completeTask(task.id, "Posts read successfully")
+                    Log.d(TAG, "Starting to scan screen for posts/comments...")
+                    val posts = commentReader.extractPostsAndComments()
+                    
+                    if (posts.isNotEmpty()) {
+                        Log.d(TAG, "===== FOUND ${posts.size} POSTS/COMMENTS =====")
+                        for ((index, post) in posts.withIndex()) {
+                            Log.d(TAG, "Post [${index + 1}]: $post")
+                        }
+                        Log.d(TAG, "===============================================")
+                        
+                        // TODO: Send extracted posts to backend
+                        SocialBotClient.completeTask(task.id, "Read ${posts.size} posts successfully")
+                    } else {
+                        Log.d(TAG, "No valid posts found on the screen.")
+                        SocialBotClient.failTask(task.id, "No posts found")
+                    }
                }
                else -> {
                    Log.w(TAG, "Unknown task type: ${task.type}")
@@ -5,30 +5,72 @@ import android.view.accessibility.AccessibilityNodeInfo

 class FacebookCommentReader(private val service: AccessibilityService) {

-    fun extractComments(): List<String> {
+    fun extractPostsAndComments(): List<String> {
        val root = service.rootInActiveWindow ?: return emptyList()
-        val comments = mutableListOf<String>()
+        val extractedTexts = mutableListOf<String>()
        
-        // Facebook UI is complex and changes often. 
-        // This is a simplified logic. We'd usually look for nodes with text content inside a RecyclerView
-        findTextNodes(root, comments)
+        // Use a set to avoid duplicates as AccessibilityNodeInfo can be nested deeply
+        val uniqueTexts = mutableSetOf<String>()
+        findTextNodes(root, uniqueTexts)
        
-        return comments
+        extractedTexts.addAll(uniqueTexts)
+        return extractedTexts
    }

-    private fun findTextNodes(node: AccessibilityNodeInfo?, comments: MutableList<String>) {
+    private fun findTextNodes(node: AccessibilityNodeInfo?, collectedTexts: MutableSet<String>) {
        if (node == null) return
        
-        if (node.text != null && node.text.isNotEmpty()) {
-            // Add filtering logic to ensure it's a comment and not just UI text
-            val text = node.text.toString()
-            if (text.length > 10) { // arbitrary filter
-                comments.add(text)
+        val text = node.text?.toString() ?: node.contentDescription?.toString()
+        
+        if (!text.isNullOrBlank()) {
+            if (isValidPostText(text)) {
+                collectedTexts.add(text.trim())
            }
        }
        
        for (i in 0 until node.childCount) {
-            findTextNodes(node.getChild(i), comments)
+            findTextNodes(node.getChild(i), collectedTexts)
+        }
+    }
+
+    /**
+     * Filter out common Facebook UI elements and very short texts
+     * so we only send actual posts/comments to the backend.
+     */
+    private fun isValidPostText(text: String): Boolean {
+        val trimmed = text.trim()
+        
+        // 1. Ignore very short texts (less than 15 characters usually aren't full posts)
+        if (trimmed.length < 15) return false
+
+        // 2. Ignore common Facebook UI strings (English and Arabic)
+        val ignoreList = listOf(
+            "like", "comment", "share", "send", "write a comment",
+            "reply", "view more comments", "most relevant", "home",
+            "watch", "marketplace", "groups", "notifications", "menu",
+            "إعجاب", "تعليق", "مشاركة", "إرسال", "اكتب تعليقاً",
+            "رد", "عرض المزيد من التعليقات", "الأكثر صلة", "الصفحة الرئيسية",
+            "المجموعات", "الإشعارات", "القائمة", "Sponsored", "مُموَّل"
+        )
+        
+        for (ignore in ignoreList) {
+            if (trimmed.equals(ignore, ignoreCase = true)) {
+                return false
+            }
+        }
+        
+        // 3. Ignore texts that look like timestamps or metrics (e.g. "2 hrs", "10K Likes")
+        // Simplistic check: if it's short and ends with common time units
+        if (trimmed.length < 25) {
+            val timePatterns = listOf("hrs", "mins", "ساعات", "دقيقة", "دقائق", "أمس", "yesterday")
+            for (pattern in timePatterns) {
+                if (trimmed.contains(pattern, ignoreCase = true)) {
+                    // It's likely a timestamp, not a post
+                    return false
                }
            }
        }
+
+        return true
+    }
+}
@@ -58,7 +58,7 @@ class InstagramNavigator(private val service: AccessibilityService) {

    private fun findNodeByHint(node: AccessibilityNodeInfo?, hint: String): AccessibilityNodeInfo? {
        if (node == null) return null
-        if (node.hintText?.contains(hint, ignoreCase = true) == true) return node
+        if (node.hintText?.toString()?.contains(hint, ignoreCase = true) == true) return node
        for (i in 0 until node.childCount) {
            val found = findNodeByHint(node.getChild(i), hint)
            if (found != null) return found
@@ -68,8 +68,8 @@ class InstagramNavigator(private val service: AccessibilityService) {

    private fun findNodeByText(node: AccessibilityNodeInfo?, text: String): AccessibilityNodeInfo? {
        if (node == null) return null
-        if (node.text?.equals(text, ignoreCase = true) == true ||
-            node.contentDescription?.equals(text, ignoreCase = true) == true) return node
+        if (node.text?.toString()?.equals(text, ignoreCase = true) == true ||
+            node.contentDescription?.toString()?.equals(text, ignoreCase = true) == true) return node
        for (i in 0 until node.childCount) {
            val found = findNodeByText(node.getChild(i), text)
            if (found != null) return found