#1564 : fix issue with _sig when using proxyConfig

refactor(crawler_pool): enhance signature generation with adapter support and improve error handling
feat(api): update marketplace version and build date in root endpoint response
2025-10-28 14:07:44 +08:00 · 2025-10-28 14:02:43 +08:00 · 2025-10-26 11:35:39 +01:00 · 2025-10-26 11:21:29 +01:00 · 2025-10-23 22:17:06 +08:00 · 2025-10-23 16:12:30 +02:00
9 changed files with 1233 additions and 615 deletions
--- a/deploy/docker/README.md
+++ b/deploy/docker/README.md
@@ -785,6 +785,54 @@ curl http://localhost:11235/crawl/job/crawl_xyz

 The response includes `status` field: `"processing"`, `"completed"`, or `"failed"`.

+#### LLM Extraction Jobs with Webhooks
+
+The same webhook system works for LLM extraction jobs via `/llm/job`:
+
+```bash
+# Submit LLM extraction job with webhook
+curl -X POST http://localhost:11235/llm/job \
+  -H "Content-Type: application/json" \
+  -d '{
+    "url": "https://example.com/article",
+    "q": "Extract the article title, author, and main points",
+    "provider": "openai/gpt-4o-mini",
+    "webhook_config": {
+      "webhook_url": "https://myapp.com/webhooks/llm-complete",
+      "webhook_data_in_payload": true,
+      "webhook_headers": {
+        "X-Webhook-Secret": "your-secret-token"
+      }
+    }
+  }'
+
+# Response: {"task_id": "llm_1234567890"}
+```
+
+**Your webhook receives:**
+```json
+{
+  "task_id": "llm_1234567890",
+  "task_type": "llm_extraction",
+  "status": "completed",
+  "timestamp": "2025-10-22T12:30:00.000000+00:00",
+  "urls": ["https://example.com/article"],
+  "data": {
+    "extracted_content": {
+      "title": "Understanding Web Scraping",
+      "author": "John Doe",
+      "main_points": ["Point 1", "Point 2", "Point 3"]
+    }
+  }
+}
+```
+
+**Key Differences for LLM Jobs:**
+- Task type is `"llm_extraction"` instead of `"crawl"`
+- Extracted data is in `data.extracted_content`
+- Single URL only (not an array)
+- Supports schema-based extraction with `schema` parameter
+
 > 💡 **Pro tip**: See [WEBHOOK_EXAMPLES.md](./WEBHOOK_EXAMPLES.md) for detailed examples including TypeScript client code, Flask webhook handlers, and failure handling.

 ---
--- a/deploy/docker/crawler_pool.py
+++ b/deploy/docker/crawler_pool.py
@@ -2,8 +2,8 @@
 import asyncio, json, hashlib, time, psutil
 from contextlib import suppress
 from typing import Dict
-from crawl4ai import AsyncWebCrawler, BrowserConfig
-from typing import Dict
+from crawl4ai import AsyncWebCrawler, BrowserConfig, BrowserAdapter
+from typing import Dict ,Optional
 from utils import load_config 

 CONFIG = load_config()
@@ -15,11 +15,22 @@ LOCK = asyncio.Lock()
 MEM_LIMIT  = CONFIG.get("crawler", {}).get("memory_threshold_percent", 95.0)   # % RAM – refuse new browsers above this
 IDLE_TTL  = CONFIG.get("crawler", {}).get("pool", {}).get("idle_ttl_sec", 1800)   # close if unused for 30 min

-def _sig(cfg: BrowserConfig) -> str:
-    payload = json.dumps(cfg.to_dict(), sort_keys=True, separators=(",",":"))
+
+def _sig(cfg: BrowserConfig, adapter: Optional[BrowserAdapter] = None) -> str:
+    try:
+        config_payload = json.dumps(cfg.to_dict(), sort_keys=True, separators=(",", ":"))
+    except (TypeError, ValueError):
+        # Fallback to string representation if JSON serialization fails
+        config_payload = str(cfg.to_dict())
+    adapter_name = adapter.__class__.__name__ if adapter else "PlaywrightAdapter"
+    payload = f"{config_payload}:{adapter_name}"
    return hashlib.sha1(payload.encode()).hexdigest()

-async def get_crawler(cfg: BrowserConfig) -> AsyncWebCrawler:
+
+async def get_crawler(
+    cfg: BrowserConfig, adapter: Optional[BrowserAdapter] = None
+) -> AsyncWebCrawler:
+    sig = None
    try:
        sig = _sig(cfg)
        async with LOCK:
@@ -37,6 +48,7 @@ async def get_crawler(cfg: BrowserConfig) -> AsyncWebCrawler:
    except Exception as e:
        raise RuntimeError(f"Failed to start browser: {e}")
    finally:
+        if sig:
            if sig in POOL:
                LAST_USED[sig] = time.time()
            else:
--- a/docs/examples/docker_hooks_examples.py
+++ b/docs/examples/docker_hooks_examples.py
@@ -1,229 +1,445 @@
 #!/usr/bin/env python3
 """
-Comprehensive test demonstrating all hook types from hooks_example.py
-adapted for the Docker API with real URLs
+🚀 Crawl4AI Docker Hooks System - Complete Examples
+====================================================
+
+This file demonstrates the Docker Hooks System with three different approaches:
+
+1. String-based hooks for REST API
+2. hooks_to_string() utility to convert functions
+3. Docker Client with automatic conversion (most convenient)
+
+Requirements:
+- Docker container running: docker run -p 11235:11235 unclecode/crawl4ai:latest
+- crawl4ai installed: pip install crawl4ai
 """

+import asyncio
 import requests
 import json
 import time
 from typing import Dict, Any

-# API_BASE_URL = "http://localhost:11234"
-API_BASE_URL = "http://localhost:11235"
+# Import Crawl4AI components
+from crawl4ai import hooks_to_string
+from crawl4ai.docker_client import Crawl4aiDockerClient
+
+# Configuration
+DOCKER_URL = "http://localhost:11235"
+TEST_URLS = [
+    "https://www.kidocode.com",
+    "https://quotes.toscrape.com",
+    "https://httpbin.org/html",
+]


-def test_all_hooks_demo():
-    """Demonstrate all 8 hook types with practical examples"""
-    print("=" * 70)
-    print("Testing: All Hooks Comprehensive Demo")
-    print("=" * 70)
+def print_section(title: str, description: str = ""):
+    """Print a formatted section header"""
+    print("\n" + "=" * 70)
+    print(f"  {title}")
+    if description:
+        print(f"  {description}")
+    print("=" * 70 + "\n")

-    hooks_code = {
-        "on_browser_created": """
-async def hook(browser, **kwargs):
-    # Hook called after browser is created
-    print("[HOOK] on_browser_created - Browser is ready!")
-    # Browser-level configurations would go here
-    return browser
-""",

-        "on_page_context_created": """
-async def hook(page, context, **kwargs):
-    # Hook called after a new page and context are created
-    print("[HOOK] on_page_context_created - New page created!")
+def check_docker_service() -> bool:
+    """Check if Docker service is running"""
+    try:
+        response = requests.get(f"{DOCKER_URL}/health", timeout=3)
+        return response.status_code == 200
+    except:
+        return False

-    # Set viewport size for consistent rendering
-    await page.set_viewport_size({"width": 1920, "height": 1080})

-    # Add cookies for the session (using httpbin.org domain)
-    await context.add_cookies([
-        {
-            "name": "test_session",
-            "value": "abc123xyz",
-            "domain": ".httpbin.org",
-            "path": "/",
-            "httpOnly": True,
-            "secure": True
-        }
-    ])
+# ============================================================================
+# REUSABLE HOOK LIBRARY
+# ============================================================================

-    # Block ads and tracking scripts to speed up crawling
-    await context.route("**/*.{png,jpg,jpeg,gif,webp,svg}", lambda route: route.abort())
+async def performance_optimization_hook(page, context, **kwargs):
+    """
+    Performance Hook: Block unnecessary resources to speed up crawling
+    """
+    print("  [Hook] 🚀 Optimizing performance - blocking images and ads...")
+
+    # Block images
+    await context.route(
+        "**/*.{png,jpg,jpeg,gif,webp,svg,ico}",
+        lambda route: route.abort()
+    )
+
+    # Block ads and analytics
    await context.route("**/analytics/*", lambda route: route.abort())
    await context.route("**/ads/*", lambda route: route.abort())
+    await context.route("**/google-analytics.com/*", lambda route: route.abort())

-    print("[HOOK] Viewport set, cookies added, and ads blocked")
+    print("  [Hook] ✓ Performance optimization applied")
    return page
-""",

-        "on_user_agent_updated": """
-async def hook(page, context, user_agent, **kwargs):
-    # Hook called when user agent is updated
-    print(f"[HOOK] on_user_agent_updated - User agent: {user_agent[:50]}...")
+
+async def viewport_setup_hook(page, context, **kwargs):
+    """
+    Viewport Hook: Set consistent viewport size for rendering
+    """
+    print("  [Hook] 🖥️  Setting viewport to 1920x1080...")
+    await page.set_viewport_size({"width": 1920, "height": 1080})
+    print("  [Hook] ✓ Viewport configured")
+    return page
+
+
+async def authentication_headers_hook(page, context, url, **kwargs):
+    """
+    Headers Hook: Add custom authentication and tracking headers
+    """
+    print(f"  [Hook] 🔐 Adding custom headers for {url[:50]}...")
+
+    await page.set_extra_http_headers({
+        'X-Crawl4AI': 'docker-hooks',
+        'X-Custom-Hook': 'function-based',
+        'Accept-Language': 'en-US,en;q=0.9',
+    })
+
+    print("  [Hook] ✓ Custom headers added")
+    return page
+
+
+async def lazy_loading_handler_hook(page, context, **kwargs):
+    """
+    Content Hook: Handle lazy-loaded content by scrolling
+    """
+    print("  [Hook] 📜 Scrolling to load lazy content...")
+
+    # Scroll to bottom
+    await page.evaluate("window.scrollTo(0, document.body.scrollHeight)")
+    await page.wait_for_timeout(1000)
+
+    # Scroll to middle
+    await page.evaluate("window.scrollTo(0, document.body.scrollHeight / 2)")
+    await page.wait_for_timeout(500)
+
+    # Scroll back to top
+    await page.evaluate("window.scrollTo(0, 0)")
+    await page.wait_for_timeout(500)
+
+    print("  [Hook] ✓ Lazy content loaded")
+    return page
+
+
+async def page_analytics_hook(page, context, **kwargs):
+    """
+    Analytics Hook: Log page metrics before extraction
+    """
+    print("  [Hook] 📊 Collecting page analytics...")
+
+    metrics = await page.evaluate('''
+        () => ({
+            title: document.title,
+            images: document.images.length,
+            links: document.links.length,
+            scripts: document.scripts.length,
+            headings: document.querySelectorAll('h1, h2, h3').length,
+            paragraphs: document.querySelectorAll('p').length
+        })
+    ''')
+
+    print(f"  [Hook] 📈 Page: {metrics['title'][:50]}...")
+    print(f"         Links: {metrics['links']}, Images: {metrics['images']}, "
+          f"Headings: {metrics['headings']}, Paragraphs: {metrics['paragraphs']}")
+
+    return page
+
+
+# ============================================================================
+# APPROACH 1: String-Based Hooks (REST API)
+# ============================================================================
+
+def example_1_string_based_hooks():
+    """
+    Demonstrate string-based hooks with REST API
+    Use this when working with REST API directly or non-Python clients
+    """
+    print_section(
+        "APPROACH 1: String-Based Hooks (REST API)",
+        "Define hooks as strings for REST API requests"
+    )
+
+    # Define hooks as strings
+    hooks_config = {
+        "on_page_context_created": """
+async def hook(page, context, **kwargs):
+    print("  [String Hook] Setting up page context...")
+    # Block images for performance
+    await context.route("**/*.{png,jpg,jpeg,gif,webp}", lambda route: route.abort())
+    await page.set_viewport_size({"width": 1920, "height": 1080})
    return page
 """,

        "before_goto": """
 async def hook(page, context, url, **kwargs):
-    # Hook called before navigating to each URL
-    print(f"[HOOK] before_goto - About to visit: {url}")
-    
-    # Add custom headers for the request
+    print(f"  [String Hook] Navigating to {url[:50]}...")
    await page.set_extra_http_headers({
-        "X-Custom-Header": "crawl4ai-test",
-        "Accept-Language": "en-US,en;q=0.9",
-        "DNT": "1"
+        'X-Crawl4AI': 'string-based-hooks',
    })
-    
-    return page
-""",
-        
-        "after_goto": """
-async def hook(page, context, url, response, **kwargs):
-    # Hook called after navigating to each URL
-    print(f"[HOOK] after_goto - Successfully loaded: {url}")
-    
-    # Wait a moment for dynamic content to load
-    await page.wait_for_timeout(1000)
-    
-    # Check if specific elements exist (with error handling)
-    try:
-        # For httpbin.org, wait for body element
-        await page.wait_for_selector("body", timeout=2000)
-        print("[HOOK] Body element found and loaded")
-    except:
-        print("[HOOK] Timeout waiting for body, continuing anyway")
-    
-    return page
-""",
-        
-        "on_execution_started": """
-async def hook(page, context, **kwargs):
-    # Hook called after custom JavaScript execution
-    print("[HOOK] on_execution_started - Custom JS executed!")
-    
-    # You could inject additional JavaScript here if needed
-    await page.evaluate("console.log('[INJECTED] Hook JS running');")
-    
    return page
 """,

        "before_retrieve_html": """
 async def hook(page, context, **kwargs):
-    # Hook called before retrieving the HTML content
-    print("[HOOK] before_retrieve_html - Preparing to get HTML")
-    
-    # Scroll to bottom to trigger lazy loading
-    await page.evaluate("window.scrollTo(0, document.body.scrollHeight);")
-    await page.wait_for_timeout(500)
-    
-    # Scroll back to top
-    await page.evaluate("window.scrollTo(0, 0);")
-    await page.wait_for_timeout(500)
-    
-    # One more scroll to middle for good measure
-    await page.evaluate("window.scrollTo(0, document.body.scrollHeight / 2);")
-    
-    print("[HOOK] Scrolling completed for lazy-loaded content")
-    return page
-""",
-        
-        "before_return_html": """
-async def hook(page, context, html, **kwargs):
-    # Hook called before returning the HTML content
-    print(f"[HOOK] before_return_html - HTML length: {len(html)} characters")
-    
-    # Log some page metrics
-    metrics = await page.evaluate('''() => {
-        return {
-            images: document.images.length,
-            links: document.links.length,
-            scripts: document.scripts.length
-        }
-    }''')
-    
-    print(f"[HOOK] Page metrics - Images: {metrics['images']}, Links: {metrics['links']}, Scripts: {metrics['scripts']}")
-    
+    print("  [String Hook] Scrolling page...")
+    await page.evaluate("window.scrollTo(0, document.body.scrollHeight)")
+    await page.wait_for_timeout(1000)
    return page
 """
    }

-    # Create request payload
+    # Prepare request payload
    payload = {
-        "urls": ["https://httpbin.org/html"],
+        "urls": [TEST_URLS[2]],  # httpbin.org
        "hooks": {
-            "code": hooks_code,
+            "code": hooks_config,
            "timeout": 30
        },
        "crawler_config": {
-            "js_code": "window.scrollTo(0, document.body.scrollHeight);",
-            "wait_for": "body",
            "cache_mode": "bypass"
        }
    }

-    print("\nSending request with all 8 hooks...")
+    print(f"🎯 Target URL: {TEST_URLS[2]}")
+    print(f"🔧 Configured {len(hooks_config)} string-based hooks")
+    print(f"📡 Sending request to Docker API...\n")
+
+    try:
        start_time = time.time()
-    
-    response = requests.post(f"{API_BASE_URL}/crawl", json=payload)
-    
-    elapsed_time = time.time() - start_time
-    print(f"Request completed in {elapsed_time:.2f} seconds")
+        response = requests.post(f"{DOCKER_URL}/crawl", json=payload, timeout=60)
+        execution_time = time.time() - start_time

        if response.status_code == 200:
-        data = response.json()
-        print("\n✅ Request successful!")
+            result = response.json()
+
+            print(f"\n✅ Request successful! (took {execution_time:.2f}s)")
+
+            # Display results
+            if result.get('results') and result['results'][0].get('success'):
+                crawl_result = result['results'][0]
+                html_length = len(crawl_result.get('html', ''))
+                markdown_length = len(crawl_result.get('markdown', ''))
+
+                print(f"\n📊 Results:")
+                print(f"   • HTML length: {html_length:,} characters")
+                print(f"   • Markdown length: {markdown_length:,} characters")
+                print(f"   • URL: {crawl_result.get('url')}")

                # Check hooks execution
-        if 'hooks' in data:
-            hooks_info = data['hooks']
-            print("\n📊 Hooks Execution Summary:")
-            print(f"  Status: {hooks_info['status']['status']}")
-            print(f"  Attached hooks: {len(hooks_info['status']['attached_hooks'])}")
-            
-            for hook_name in hooks_info['status']['attached_hooks']:
-                print(f"    ✓ {hook_name}")
+                if 'hooks' in result:
+                    hooks_info = result['hooks']
+                    print(f"\n🎣 Hooks Execution:")
+                    print(f"   • Status: {hooks_info['status']['status']}")
+                    print(f"   • Attached hooks: {len(hooks_info['status']['attached_hooks'])}")

                    if 'summary' in hooks_info:
                        summary = hooks_info['summary']
-                print(f"\n📈 Execution Statistics:")
-                print(f"  Total executions: {summary['total_executions']}")
-                print(f"  Successful: {summary['successful']}")
-                print(f"  Failed: {summary['failed']}")
-                print(f"  Timed out: {summary['timed_out']}")
-                print(f"  Success rate: {summary['success_rate']:.1f}%")
-            
-            if hooks_info.get('execution_log'):
-                print(f"\n📝 Execution Log:")
-                for log_entry in hooks_info['execution_log']:
-                    status_icon = "✅" if log_entry['status'] == 'success' else "❌"
-                    exec_time = log_entry.get('execution_time', 0)
-                    print(f"  {status_icon} {log_entry['hook_point']}: {exec_time:.3f}s")
-        
-        # Check crawl results
-        if 'results' in data and len(data['results']) > 0:
-            print(f"\n📄 Crawl Results:")
-            for result in data['results']:
-                print(f"  URL: {result['url']}")
-                print(f"  Success: {result.get('success', False)}")
-                if result.get('html'):
-                    print(f"  HTML length: {len(result['html'])} characters")
+                        print(f"   • Total executions: {summary['total_executions']}")
+                        print(f"   • Successful: {summary['successful']}")
+                        print(f"   • Success rate: {summary['success_rate']:.1f}%")
+            else:
+                print(f"⚠️ Crawl completed but no results")

        else:
-        print(f"❌ Error: {response.status_code}")
+            print(f"❌ Request failed with status {response.status_code}")
+            print(f"   Error: {response.text[:200]}")
+
+    except requests.exceptions.Timeout:
+        print("⏰ Request timed out after 60 seconds")
+    except Exception as e:
+        print(f"❌ Error: {str(e)}")
+
+    print("\n" + "─" * 70)
+    print("✓ String-based hooks example complete\n")
+
+
+# ============================================================================
+# APPROACH 2: Function-Based Hooks with hooks_to_string() Utility
+# ============================================================================
+
+def example_2_hooks_to_string_utility():
+    """
+    Demonstrate the hooks_to_string() utility for converting functions
+    Use this when you want to write hooks as functions but use REST API
+    """
+    print_section(
+        "APPROACH 2: hooks_to_string() Utility",
+        "Convert Python functions to strings for REST API"
+    )
+
+    print("📦 Creating hook functions...")
+    print("   • performance_optimization_hook")
+    print("   • authentication_headers_hook")
+    print("   • lazy_loading_handler_hook")
+
+    # Convert function objects to strings using the utility
+    print("\n🔄 Converting functions to strings with hooks_to_string()...")
+
+    hooks_dict = {
+        "on_page_context_created": performance_optimization_hook,
+        "before_goto": authentication_headers_hook,
+        "before_retrieve_html": lazy_loading_handler_hook,
+    }
+
+    hooks_as_strings = hooks_to_string(hooks_dict)
+
+    print(f"✅ Successfully converted {len(hooks_as_strings)} functions to strings")
+
+    # Show a preview
+    print("\n📝 Sample converted hook (first 200 characters):")
+    print("─" * 70)
+    sample_hook = list(hooks_as_strings.values())[0]
+    print(sample_hook[:200] + "...")
+    print("─" * 70)
+
+    # Use the converted hooks with REST API
+    print("\n📡 Using converted hooks with REST API...")
+
+    payload = {
+        "urls": [TEST_URLS[2]],
+        "hooks": {
+            "code": hooks_as_strings,
+            "timeout": 30
+        }
+    }
+
    try:
-            error_data = response.json()
-            print(f"Error details: {json.dumps(error_data, indent=2)}")
-        except:
-            print(f"Error text: {response.text[:500]}")
+        start_time = time.time()
+        response = requests.post(f"{DOCKER_URL}/crawl", json=payload, timeout=60)
+        execution_time = time.time() - start_time
+
+        if response.status_code == 200:
+            result = response.json()
+            print(f"\n✅ Request successful! (took {execution_time:.2f}s)")
+
+            if result.get('results') and result['results'][0].get('success'):
+                crawl_result = result['results'][0]
+                print(f"   • HTML length: {len(crawl_result.get('html', '')):,} characters")
+                print(f"   • Hooks executed successfully!")
+        else:
+            print(f"❌ Request failed: {response.status_code}")
+
+    except Exception as e:
+        print(f"❌ Error: {str(e)}")
+
+    print("\n💡 Benefits of hooks_to_string():")
+    print("   ✓ Write hooks as regular Python functions")
+    print("   ✓ Full IDE support (autocomplete, syntax highlighting)")
+    print("   ✓ Type checking and linting")
+    print("   ✓ Easy to test and debug")
+    print("   ✓ Reusable across projects")
+    print("   ✓ Works with any REST API client")
+
+    print("\n" + "─" * 70)
+    print("✓ hooks_to_string() utility example complete\n")


-def test_authentication_flow():
-    """Test a complete authentication flow with multiple hooks"""
-    print("\n" + "=" * 70)
-    print("Testing: Authentication Flow with Multiple Hooks")
-    print("=" * 70)
+# ============================================================================
+# APPROACH 3: Docker Client with Automatic Conversion (RECOMMENDED)
+# ============================================================================
+
+async def example_3_docker_client_auto_conversion():
+    """
+    Demonstrate Docker Client with automatic hook conversion (RECOMMENDED)
+    Use this for the best developer experience with Python
+    """
+    print_section(
+        "APPROACH 3: Docker Client with Auto-Conversion (RECOMMENDED)",
+        "Pass function objects directly - conversion happens automatically!"
+    )
+
+    print("🐳 Initializing Crawl4AI Docker Client...")
+    client = Crawl4aiDockerClient(base_url=DOCKER_URL)
+
+    print("✅ Client ready!\n")
+
+    # Use our reusable hook library - just pass the function objects!
+    print("📚 Using reusable hook library:")
+    print("   • performance_optimization_hook")
+    print("   • authentication_headers_hook")
+    print("   • lazy_loading_handler_hook")
+    print("   • page_analytics_hook")
+
+    print("\n🎯 Target URL: " + TEST_URLS[0])
+    print("🚀 Starting crawl with automatic hook conversion...\n")
+
+    try:
+        start_time = time.time()
+
+        # Pass function objects directly - NO manual conversion needed! ✨
+        results = await client.crawl(
+            urls=[TEST_URLS[0]],
+            hooks={
+                "on_page_context_created": performance_optimization_hook,
+                "before_goto": authentication_headers_hook,
+                "before_retrieve_html": lazy_loading_handler_hook,
+                "before_return_html": page_analytics_hook,
+            },
+            hooks_timeout=30
+        )
+
+        execution_time = time.time() - start_time
+
+        print(f"\n✅ Crawl completed! (took {execution_time:.2f}s)\n")
+
+        # Display results
+        if results and results.success:
+            result = results
+            print(f"📊 Results:")
+            print(f"   • URL: {result.url}")
+            print(f"   • Success: {result.success}")
+            print(f"   • HTML length: {len(result.html):,} characters")
+            print(f"   • Markdown length: {len(result.markdown):,} characters")
+
+            # Show metadata
+            if result.metadata:
+                print(f"\n📋 Metadata:")
+                print(f"   • Title: {result.metadata.get('title', 'N/A')[:50]}...")
+
+            # Show links
+            if result.links:
+                internal_count = len(result.links.get('internal', []))
+                external_count = len(result.links.get('external', []))
+                print(f"\n🔗 Links Found:")
+                print(f"   • Internal: {internal_count}")
+                print(f"   • External: {external_count}")
+        else:
+            print(f"⚠️ Crawl completed but no successful results")
+            if results:
+                print(f"   Error: {results.error_message}")
+
+    except Exception as e:
+        print(f"❌ Error: {str(e)}")
+        import traceback
+        traceback.print_exc()
+
+    print("\n🌟 Why Docker Client is RECOMMENDED:")
+    print("   ✓ Automatic function-to-string conversion")
+    print("   ✓ No manual hooks_to_string() calls needed")
+    print("   ✓ Cleaner, more Pythonic code")
+    print("   ✓ Full type hints and IDE support")
+    print("   ✓ Built-in error handling")
+    print("   ✓ Async/await support")
+
+    print("\n" + "─" * 70)
+    print("✓ Docker Client auto-conversion example complete\n")
+
+
+# ============================================================================
+# APPROACH 4: Authentication Example
+# ============================================================================
+
+def example_4_authentication_flow():
+    """
+    Demonstrate authentication flow with multiple hooks
+    """
+    print_section(
+        "EXAMPLE 4: Authentication Flow",
+        "Using hooks for authentication with cookies and headers"
+    )

    hooks_code = {
        "on_page_context_created": """
@@ -242,12 +458,6 @@ async def hook(page, context, **kwargs):
        }
    ])

-    # Set localStorage items (for SPA authentication)
-    await page.evaluate('''
-        localStorage.setItem('user_id', '12345');
-        localStorage.setItem('auth_time', new Date().toISOString());
-    ''')
-    
    return page
 """,

@@ -269,9 +479,7 @@ async def hook(page, context, url, **kwargs):
    }

    payload = {
-        "urls": [
-            "https://httpbin.org/basic-auth/user/passwd"
-        ],
+        "urls": ["https://httpbin.org/basic-auth/user/passwd"],
        "hooks": {
            "code": hooks_code,
            "timeout": 15
@@ -279,7 +487,7 @@ async def hook(page, context, url, **kwargs):
    }

    print("\nTesting authentication with httpbin endpoints...")
-    response = requests.post(f"{API_BASE_URL}/crawl", json=payload)
+    response = requests.post(f"{DOCKER_URL}/crawl", json=payload)

    if response.status_code == 200:
        data = response.json()
@@ -300,214 +508,120 @@ async def hook(page, context, url, **kwargs):
    else:
        print(f"❌ Error: {response.status_code}")

+    print("\n" + "─" * 70)
+    print("✓ Authentication example complete\n")

-def test_performance_optimization_hooks():
-    """Test hooks for performance optimization"""
-    print("\n" + "=" * 70)
-    print("Testing: Performance Optimization Hooks")
-    print("=" * 70)

-    hooks_code = {
-        "on_page_context_created": """
-async def hook(page, context, **kwargs):
-    print("[HOOK] Optimizing page for performance")
+# ============================================================================
+# MAIN EXECUTION
+# ============================================================================

-    # Block resource-heavy content
-    await context.route("**/*.{png,jpg,jpeg,gif,webp,svg,ico}", lambda route: route.abort())
-    await context.route("**/*.{woff,woff2,ttf,otf}", lambda route: route.abort())
-    await context.route("**/*.{mp4,webm,ogg,mp3,wav}", lambda route: route.abort())
-    await context.route("**/googletagmanager.com/*", lambda route: route.abort())
-    await context.route("**/google-analytics.com/*", lambda route: route.abort())
-    await context.route("**/doubleclick.net/*", lambda route: route.abort())
-    await context.route("**/facebook.com/*", lambda route: route.abort())
-    
-    # Disable animations and transitions
-    await page.add_style_tag(content='''
-        *, *::before, *::after {
-            animation-duration: 0s !important;
-            animation-delay: 0s !important;
-            transition-duration: 0s !important;
-            transition-delay: 0s !important;
-        }
-    ''')
-    
-    print("[HOOK] Performance optimizations applied")
-    return page
-""",
-        
-        "before_retrieve_html": """
-async def hook(page, context, **kwargs):
-    print("[HOOK] Removing unnecessary elements before extraction")
-    
-    # Remove ads, popups, and other unnecessary elements
-    await page.evaluate('''() => {
-        // Remove common ad containers
-        const adSelectors = [
-            '.ad', '.ads', '.advertisement', '[id*="ad-"]', '[class*="ad-"]',
-            '.popup', '.modal', '.overlay', '.cookie-banner', '.newsletter-signup'
-        ];
-        
-        adSelectors.forEach(selector => {
-            document.querySelectorAll(selector).forEach(el => el.remove());
-        });
-        
-        // Remove script tags to clean up HTML
-        document.querySelectorAll('script').forEach(el => el.remove());
-        
-        // Remove style tags we don't need
-        document.querySelectorAll('style').forEach(el => el.remove());
-    }''')
-    
-    return page
+async def main():
    """
-    }
-    
-    payload = {
-        "urls": ["https://httpbin.org/html"],
-        "hooks": {
-            "code": hooks_code,
-            "timeout": 10
-        }
-    }
-    
-    print("\nTesting performance optimization hooks...")
-    start_time = time.time()
-    
-    response = requests.post(f"{API_BASE_URL}/crawl", json=payload)
-    
-    elapsed_time = time.time() - start_time
-    print(f"Request completed in {elapsed_time:.2f} seconds")
-    
-    if response.status_code == 200:
-        data = response.json()
-        print("✅ Performance optimization test completed")
-        
-        if 'results' in data and len(data['results']) > 0:
-            result = data['results'][0]
-            if result.get('html'):
-                print(f"  HTML size: {len(result['html'])} characters")
-                print("  Resources blocked, ads removed, animations disabled")
-    else:
-        print(f"❌ Error: {response.status_code}")
-
-
-def test_content_extraction_hooks():
-    """Test hooks for intelligent content extraction"""
-    print("\n" + "=" * 70)
-    print("Testing: Content Extraction Hooks")
-    print("=" * 70)
-    
-    hooks_code = {
-        "after_goto": """
-async def hook(page, context, url, response, **kwargs):
-    print(f"[HOOK] Waiting for dynamic content on {url}")
-    
-    # Wait for any lazy-loaded content
-    await page.wait_for_timeout(2000)
-    
-    # Trigger any "Load More" buttons
-    try:
-        load_more = await page.query_selector('[class*="load-more"], [class*="show-more"], button:has-text("Load More")')
-        if load_more:
-            await load_more.click()
-            await page.wait_for_timeout(1000)
-            print("[HOOK] Clicked 'Load More' button")
-    except:
-        pass
-    
-    return page
-""",
-        
-        "before_retrieve_html": """
-async def hook(page, context, **kwargs):
-    print("[HOOK] Extracting structured data")
-    
-    # Extract metadata
-    metadata = await page.evaluate('''() => {
-        const getMeta = (name) => {
-            const element = document.querySelector(`meta[name="${name}"], meta[property="${name}"]`);
-            return element ? element.getAttribute('content') : null;
-        };
-        
-        return {
-            title: document.title,
-            description: getMeta('description') || getMeta('og:description'),
-            author: getMeta('author'),
-            keywords: getMeta('keywords'),
-            ogTitle: getMeta('og:title'),
-            ogImage: getMeta('og:image'),
-            canonical: document.querySelector('link[rel="canonical"]')?.href,
-            jsonLd: Array.from(document.querySelectorAll('script[type="application/ld+json"]'))
-                .map(el => el.textContent).filter(Boolean)
-        };
-    }''')
-    
-    print(f"[HOOK] Extracted metadata: {json.dumps(metadata, indent=2)}")
-    
-    # Infinite scroll handling
-    for i in range(3):
-        await page.evaluate("window.scrollTo(0, document.body.scrollHeight);")
-        await page.wait_for_timeout(1000)
-        print(f"[HOOK] Scroll iteration {i+1}/3")
-    
-    return page
+    Run all example demonstrations
    """
-    }
-    
-    payload = {
-        "urls": ["https://httpbin.org/html", "https://httpbin.org/json"],
-        "hooks": {
-            "code": hooks_code,
-            "timeout": 20
-        }
-    }
-    
-    print("\nTesting content extraction hooks...")
-    response = requests.post(f"{API_BASE_URL}/crawl", json=payload)
-    
-    if response.status_code == 200:
-        data = response.json()
-        print("✅ Content extraction test completed")
-        
-        if 'hooks' in data and 'summary' in data['hooks']:
-            summary = data['hooks']['summary']
-            print(f"  Hooks executed: {summary['successful']}/{summary['total_executions']}")
-        
-        if 'results' in data:
-            for result in data['results']:
-                print(f"\n  URL: {result['url']}")
-                print(f"  Success: {result.get('success', False)}")
-    else:
-        print(f"❌ Error: {response.status_code}")
-
-
-def main():
-    """Run comprehensive hook tests"""
-    print("🔧 Crawl4AI Docker API - Comprehensive Hooks Testing")
-    print("Based on docs/examples/hooks_example.py")
+    print("\n" + "=" * 70)
+    print("  🚀 Crawl4AI - Docker Hooks System Examples")
    print("=" * 70)

-    tests = [
-        ("All Hooks Demo", test_all_hooks_demo),
-        ("Authentication Flow", test_authentication_flow),
-        ("Performance Optimization", test_performance_optimization_hooks),
-        ("Content Extraction", test_content_extraction_hooks),
+    # Check Docker service
+    print("\n🔍 Checking Docker service status...")
+    if not check_docker_service():
+        print("❌ Docker service is not running!")
+        print("\n📋 To start the Docker service:")
+        print("   docker run -p 11235:11235 unclecode/crawl4ai:latest")
+        print("\nPlease start the service and run this example again.")
+        return
+
+    print("✅ Docker service is running!\n")
+
+    # Run all examples
+    examples = [
+        ("String-Based Hooks (REST API)", example_1_string_based_hooks, False),
+        ("hooks_to_string() Utility", example_2_hooks_to_string_utility, False),
+        ("Docker Client Auto-Conversion (Recommended)", example_3_docker_client_auto_conversion, True),
+        ("Authentication Flow", example_4_authentication_flow, False),
    ]

-    for i, (name, test_func) in enumerate(tests, 1):
-        print(f"\n📌 Test {i}/{len(tests)}: {name}")
+    for i, (name, example_func, is_async) in enumerate(examples, 1):
+        print(f"\n{'🔷' * 35}")
+        print(f"Example {i}/{len(examples)}: {name}")
+        print(f"{'🔷' * 35}\n")
+
        try:
-            test_func()
-            print(f"✅ {name} completed")
+            if is_async:
+                await example_func()
+            else:
+                example_func()
+
+            print(f"✅ Example {i} completed successfully!")
+
+            # Pause between examples (except the last one)
+            if i < len(examples):
+                print("\n⏸️  Press Enter to continue to next example...")
+                input()
+
+        except KeyboardInterrupt:
+            print(f"\n⏹️  Examples interrupted by user")
+            break
        except Exception as e:
-            print(f"❌ {name} failed: {e}")
+            print(f"\n❌ Example {i} failed: {str(e)}")
            import traceback
            traceback.print_exc()
+            print("\nContinuing to next example...\n")
+            continue
+
+    # Final summary
+    print("\n" + "=" * 70)
+    print("  🎉 All Examples Complete!")
+    print("=" * 70)
+
+    print("\n📊 Summary - Three Approaches to Docker Hooks:")
+
+    print("\n✨ 1. String-Based Hooks:")
+    print("   • Write hooks as strings directly in JSON")
+    print("   • Best for: REST API, non-Python clients, simple use cases")
+    print("   • Cons: No IDE support, harder to debug")
+
+    print("\n✨ 2. hooks_to_string() Utility:")
+    print("   • Write hooks as Python functions, convert to strings")
+    print("   • Best for: Python with REST API, reusable hook libraries")
+    print("   • Pros: IDE support, type checking, easy debugging")
+
+    print("\n✨ 3. Docker Client (RECOMMENDED):")
+    print("   • Pass function objects directly, automatic conversion")
+    print("   • Best for: Python applications, best developer experience")
+    print("   • Pros: All benefits of #2 + cleaner code, no manual conversion")
+
+    print("\n💡 Recommendation:")
+    print("   Use Docker Client (#3) for Python applications")
+    print("   Use hooks_to_string() (#2) when you need REST API flexibility")
+    print("   Use string-based (#1) for non-Python clients or simple scripts")
+
+    print("\n🎯 8 Hook Points Available:")
+    print("   • on_browser_created, on_page_context_created")
+    print("   • on_user_agent_updated, before_goto, after_goto")
+    print("   • on_execution_started, before_retrieve_html, before_return_html")
+
+    print("\n📚 Resources:")
+    print("   • Docs: https://docs.crawl4ai.com/core/docker-deployment")
+    print("   • GitHub: https://github.com/unclecode/crawl4ai")
+    print("   • Discord: https://discord.gg/jP8KfhDhyN")

    print("\n" + "=" * 70)
-    print("🎉 All comprehensive hook tests completed!")
-    print("=" * 70)
+    print("  Happy Crawling! 🕷️")
+    print("=" * 70 + "\n")


 if __name__ == "__main__":
-    main()
+    print("\n🎬 Starting Crawl4AI Docker Hooks Examples...")
+    print("Press Ctrl+C anytime to exit\n")
+
+    try:
+        asyncio.run(main())
+    except KeyboardInterrupt:
+        print("\n\n👋 Examples stopped by user. Thanks for exploring Crawl4AI!")
+    except Exception as e:
+        print(f"\n\n❌ Error: {str(e)}")
+        import traceback
+        traceback.print_exc()
--- a/docs/md_v2/core/docker-deployment.md
+++ b/docs/md_v2/core/docker-deployment.md
@@ -27,6 +27,14 @@
  - [Hook Response Information](#hook-response-information)
  - [Error Handling](#error-handling)
  - [Hooks Utility: Function-Based Approach (Python)](#hooks-utility-function-based-approach-python)
+- [Job Queue & Webhook API](#job-queue-webhook-api)
+  - [Why Use the Job Queue API?](#why-use-the-job-queue-api)
+  - [Available Endpoints](#available-endpoints)
+  - [Webhook Configuration](#webhook-configuration)
+  - [Usage Examples](#usage-examples)
+  - [Webhook Best Practices](#webhook-best-practices)
+  - [Use Cases](#use-cases)
+  - [Troubleshooting](#troubleshooting)
 - [Dockerfile Parameters](#dockerfile-parameters)
 - [Using the API](#using-the-api)
  - [Playground Interface](#playground-interface)
@@ -1110,6 +1118,464 @@ if __name__ == "__main__":

 ---

+## Job Queue & Webhook API
+
+The Docker deployment includes a powerful asynchronous job queue system with webhook support for both crawling and LLM extraction tasks. Instead of waiting for long-running operations to complete, submit jobs and receive real-time notifications via webhooks when they finish.
+
+### Why Use the Job Queue API?
+
+**Traditional Synchronous API (`/crawl`):**
+- Client waits for entire crawl to complete
+- Timeout issues with long-running crawls
+- Resource blocking during execution
+- Constant polling required for status updates
+
+**Asynchronous Job Queue API (`/crawl/job`, `/llm/job`):**
+- ✅ Submit job and continue immediately
+- ✅ No timeout concerns for long operations
+- ✅ Real-time webhook notifications on completion
+- ✅ Better resource utilization
+- ✅ Perfect for batch processing
+- ✅ Ideal for microservice architectures
+
+### Available Endpoints
+
+#### 1. Crawl Job Endpoint
+
+```
+POST /crawl/job
+```
+
+Submit an asynchronous crawl job with optional webhook notification.
+
+**Request Body:**
+```json
+{
+  "urls": ["https://example.com"],
+  "cache_mode": "bypass",
+  "extraction_strategy": {
+    "type": "JsonCssExtractionStrategy",
+    "schema": {
+      "title": "h1",
+      "content": ".article-body"
+    }
+  },
+  "webhook_config": {
+    "webhook_url": "https://your-app.com/webhook/crawl-complete",
+    "webhook_data_in_payload": true,
+    "webhook_headers": {
+      "X-Webhook-Secret": "your-secret-token",
+      "X-Custom-Header": "value"
+    }
+  }
+}
+```
+
+**Response:**
+```json
+{
+  "task_id": "crawl_1698765432",
+  "message": "Crawl job submitted"
+}
+```
+
+#### 2. LLM Extraction Job Endpoint
+
+```
+POST /llm/job
+```
+
+Submit an asynchronous LLM extraction job with optional webhook notification.
+
+**Request Body:**
+```json
+{
+  "url": "https://example.com/article",
+  "q": "Extract the article title, author, publication date, and main points",
+  "provider": "openai/gpt-4o-mini",
+  "schema": "{\"title\": \"string\", \"author\": \"string\", \"date\": \"string\", \"points\": [\"string\"]}",
+  "cache": false,
+  "webhook_config": {
+    "webhook_url": "https://your-app.com/webhook/llm-complete",
+    "webhook_data_in_payload": true,
+    "webhook_headers": {
+      "X-Webhook-Secret": "your-secret-token"
+    }
+  }
+}
+```
+
+**Response:**
+```json
+{
+  "task_id": "llm_1698765432",
+  "message": "LLM job submitted"
+}
+```
+
+#### 3. Job Status Endpoint
+
+```
+GET /job/{task_id}
+```
+
+Check the status and retrieve results of a submitted job.
+
+**Response (In Progress):**
+```json
+{
+  "task_id": "crawl_1698765432",
+  "status": "processing",
+  "message": "Job is being processed"
+}
+```
+
+**Response (Completed):**
+```json
+{
+  "task_id": "crawl_1698765432",
+  "status": "completed",
+  "result": {
+    "markdown": "# Page Title\n\nContent...",
+    "extracted_content": {...},
+    "links": {...}
+  }
+}
+```
+
+### Webhook Configuration
+
+Webhooks provide real-time notifications when your jobs complete, eliminating the need for constant polling.
+
+#### Webhook Config Parameters
+
+| Parameter | Type | Required | Description |
+|-----------|------|----------|-------------|
+| `webhook_url` | string | Yes | Your HTTP(S) endpoint to receive notifications |
+| `webhook_data_in_payload` | boolean | No | Include full result data in webhook payload (default: false) |
+| `webhook_headers` | object | No | Custom headers for authentication/identification |
+
+#### Webhook Payload Format
+
+**Success Notification (Crawl Job):**
+```json
+{
+  "task_id": "crawl_1698765432",
+  "task_type": "crawl",
+  "status": "completed",
+  "timestamp": "2025-10-22T12:30:00.000000+00:00",
+  "urls": ["https://example.com"],
+  "data": {
+    "markdown": "# Page content...",
+    "extracted_content": {...},
+    "links": {...}
+  }
+}
+```
+
+**Success Notification (LLM Job):**
+```json
+{
+  "task_id": "llm_1698765432",
+  "task_type": "llm_extraction",
+  "status": "completed",
+  "timestamp": "2025-10-22T12:30:00.000000+00:00",
+  "urls": ["https://example.com/article"],
+  "data": {
+    "extracted_content": {
+      "title": "Understanding Web Scraping",
+      "author": "John Doe",
+      "date": "2025-10-22",
+      "points": ["Point 1", "Point 2"]
+    }
+  }
+}
+```
+
+**Failure Notification:**
+```json
+{
+  "task_id": "crawl_1698765432",
+  "task_type": "crawl",
+  "status": "failed",
+  "timestamp": "2025-10-22T12:30:00.000000+00:00",
+  "urls": ["https://example.com"],
+  "error": "Connection timeout after 30 seconds"
+}
+```
+
+#### Webhook Delivery & Retry
+
+- **Delivery Method:** HTTP POST to your `webhook_url`
+- **Content-Type:** `application/json`
+- **Retry Policy:** Exponential backoff with 5 attempts
+  - Attempt 1: Immediate
+  - Attempt 2: 1 second delay
+  - Attempt 3: 2 seconds delay
+  - Attempt 4: 4 seconds delay
+  - Attempt 5: 8 seconds delay
+- **Success Status Codes:** 200-299
+- **Custom Headers:** Your `webhook_headers` are included in every request
+
+### Usage Examples
+
+#### Example 1: Python with Webhook Handler (Flask)
+
+```python
+from flask import Flask, request, jsonify
+import requests
+
+app = Flask(__name__)
+
+# Webhook handler
+@app.route('/webhook/crawl-complete', methods=['POST'])
+def handle_crawl_webhook():
+    payload = request.json
+
+    if payload['status'] == 'completed':
+        print(f"✅ Job {payload['task_id']} completed!")
+        print(f"Task type: {payload['task_type']}")
+
+        # Access the crawl results
+        if 'data' in payload:
+            markdown = payload['data'].get('markdown', '')
+            extracted = payload['data'].get('extracted_content', {})
+            print(f"Extracted {len(markdown)} characters")
+            print(f"Structured data: {extracted}")
+    else:
+        print(f"❌ Job {payload['task_id']} failed: {payload.get('error')}")
+
+    return jsonify({"status": "received"}), 200
+
+# Submit a crawl job with webhook
+def submit_crawl_job():
+    response = requests.post(
+        "http://localhost:11235/crawl/job",
+        json={
+            "urls": ["https://example.com"],
+            "extraction_strategy": {
+                "type": "JsonCssExtractionStrategy",
+                "schema": {
+                    "name": "Example Schema",
+                    "baseSelector": "body",
+                    "fields": [
+                        {"name": "title", "selector": "h1", "type": "text"},
+                        {"name": "description", "selector": "meta[name='description']", "type": "attribute", "attribute": "content"}
+                    ]
+                }
+            },
+            "webhook_config": {
+                "webhook_url": "https://your-app.com/webhook/crawl-complete",
+                "webhook_data_in_payload": True,
+                "webhook_headers": {
+                    "X-Webhook-Secret": "your-secret-token"
+                }
+            }
+        }
+    )
+
+    task_id = response.json()['task_id']
+    print(f"Job submitted: {task_id}")
+    return task_id
+
+if __name__ == '__main__':
+    app.run(port=5000)
+```
+
+#### Example 2: LLM Extraction with Webhooks
+
+```python
+import requests
+
+def submit_llm_job_with_webhook():
+    response = requests.post(
+        "http://localhost:11235/llm/job",
+        json={
+            "url": "https://example.com/article",
+            "q": "Extract the article title, author, and main points",
+            "provider": "openai/gpt-4o-mini",
+            "webhook_config": {
+                "webhook_url": "https://your-app.com/webhook/llm-complete",
+                "webhook_data_in_payload": True,
+                "webhook_headers": {
+                    "X-Webhook-Secret": "your-secret-token"
+                }
+            }
+        }
+    )
+
+    task_id = response.json()['task_id']
+    print(f"LLM job submitted: {task_id}")
+    return task_id
+
+# Webhook handler for LLM jobs
+@app.route('/webhook/llm-complete', methods=['POST'])
+def handle_llm_webhook():
+    payload = request.json
+
+    if payload['status'] == 'completed':
+        extracted = payload['data']['extracted_content']
+        print(f"✅ LLM extraction completed!")
+        print(f"Results: {extracted}")
+    else:
+        print(f"❌ LLM extraction failed: {payload.get('error')}")
+
+    return jsonify({"status": "received"}), 200
+```
+
+#### Example 3: Without Webhooks (Polling)
+
+If you don't use webhooks, you can poll for results:
+
+```python
+import requests
+import time
+
+# Submit job
+response = requests.post(
+    "http://localhost:11235/crawl/job",
+    json={"urls": ["https://example.com"]}
+)
+task_id = response.json()['task_id']
+
+# Poll for results
+while True:
+    result = requests.get(f"http://localhost:11235/job/{task_id}")
+    data = result.json()
+
+    if data['status'] == 'completed':
+        print("Job completed!")
+        print(data['result'])
+        break
+    elif data['status'] == 'failed':
+        print(f"Job failed: {data.get('error')}")
+        break
+
+    print("Still processing...")
+    time.sleep(2)
+```
+
+#### Example 4: Global Webhook Configuration
+
+Set a default webhook URL in your `config.yml` to avoid repeating it in every request:
+
+```yaml
+# config.yml
+api:
+  crawler:
+    # ... other settings ...
+    webhook:
+      default_url: "https://your-app.com/webhook/default"
+      default_headers:
+        X-Webhook-Secret: "your-secret-token"
+```
+
+Then submit jobs without webhook config:
+
+```python
+# Uses the global webhook configuration
+response = requests.post(
+    "http://localhost:11235/crawl/job",
+    json={"urls": ["https://example.com"]}
+)
+```
+
+### Webhook Best Practices
+
+1. **Authentication:** Always use custom headers for webhook authentication
+   ```json
+   "webhook_headers": {
+     "X-Webhook-Secret": "your-secret-token"
+   }
+   ```
+
+2. **Idempotency:** Design your webhook handler to be idempotent (safe to receive duplicate notifications)
+
+3. **Fast Response:** Return HTTP 200 quickly; process data asynchronously if needed
+   ```python
+   @app.route('/webhook', methods=['POST'])
+   def webhook():
+       payload = request.json
+       # Queue for background processing
+       queue.enqueue(process_webhook, payload)
+       return jsonify({"status": "received"}), 200
+   ```
+
+4. **Error Handling:** Handle both success and failure notifications
+   ```python
+   if payload['status'] == 'completed':
+       # Process success
+   elif payload['status'] == 'failed':
+       # Log error, retry, or alert
+   ```
+
+5. **Validation:** Verify webhook authenticity using custom headers
+   ```python
+   secret = request.headers.get('X-Webhook-Secret')
+   if secret != os.environ['EXPECTED_SECRET']:
+       return jsonify({"error": "Unauthorized"}), 401
+   ```
+
+6. **Logging:** Log webhook deliveries for debugging
+   ```python
+   logger.info(f"Webhook received: {payload['task_id']} - {payload['status']}")
+   ```
+
+### Use Cases
+
+**1. Batch Processing**
+Submit hundreds of URLs and get notified as each completes:
+```python
+urls = ["https://site1.com", "https://site2.com", ...]
+for url in urls:
+    submit_crawl_job(url, webhook_url="https://app.com/webhook")
+```
+
+**2. Microservice Integration**
+Integrate with event-driven architectures:
+```python
+# Service A submits job
+task_id = submit_crawl_job(url)
+
+# Service B receives webhook and triggers next step
+@app.route('/webhook')
+def webhook():
+    process_result(request.json)
+    trigger_next_service()
+    return "OK", 200
+```
+
+**3. Long-Running Extractions**
+Handle complex LLM extractions without timeouts:
+```python
+submit_llm_job(
+    url="https://long-article.com",
+    q="Comprehensive summary with key points and analysis",
+    webhook_url="https://app.com/webhook/llm"
+)
+```
+
+### Troubleshooting
+
+**Webhook not receiving notifications?**
+- Check your webhook URL is publicly accessible
+- Verify firewall/security group settings
+- Use webhook testing tools like webhook.site for debugging
+- Check server logs for delivery attempts
+- Ensure your handler returns 200-299 status code
+
+**Job stuck in processing?**
+- Check Redis connection: `docker logs <container_name> | grep redis`
+- Verify worker processes: `docker exec <container_name> ps aux | grep worker`
+- Check server logs: `docker logs <container_name>`
+
+**Need to cancel a job?**
+Jobs are processed asynchronously. If you need to cancel:
+- Delete the task from Redis (requires Redis CLI access)
+- Or implement a cancellation endpoint in your webhook handler
+
+---
+
 ## Dockerfile Parameters

 You can customize the image build process using build arguments (`--build-arg`). These are typically used via `docker buildx build` or within the `docker-compose.yml` file.
--- a/docs/md_v2/marketplace/admin/admin.js
+++ b/docs/md_v2/marketplace/admin/admin.js
@@ -529,8 +529,19 @@ class AdminDashboard {
                    </label>
                </div>
                <div class="form-group full-width">
-                    <label>Integration Guide</label>
-                    <textarea id="form-integration" rows="10">${app?.integration_guide || ''}</textarea>
+                    <label>Long Description (Markdown - Overview tab)</label>
+                    <textarea id="form-long-description" rows="10" placeholder="Enter detailed description with markdown formatting...">${app?.long_description || ''}</textarea>
+                    <small>Markdown support: **bold**, *italic*, [links](url), # headers, code blocks, lists</small>
+                </div>
+                <div class="form-group full-width">
+                    <label>Integration Guide (Markdown - Integration tab)</label>
+                    <textarea id="form-integration" rows="20" placeholder="Enter integration guide with installation, examples, and code snippets using markdown...">${app?.integration_guide || ''}</textarea>
+                    <small>Single markdown field with installation, examples, and complete guide. Code blocks get auto copy buttons.</small>
+                </div>
+                <div class="form-group full-width">
+                    <label>Documentation (Markdown - Documentation tab)</label>
+                    <textarea id="form-documentation" rows="20" placeholder="Enter documentation with API reference, examples, and best practices using markdown...">${app?.documentation || ''}</textarea>
+                    <small>Full documentation with API reference, examples, best practices, etc.</small>
                </div>
            </div>
        `;
@@ -712,7 +723,9 @@ class AdminDashboard {
            data.contact_email = document.getElementById('form-email').value;
            data.featured = document.getElementById('form-featured').checked ? 1 : 0;
            data.sponsored = document.getElementById('form-sponsored').checked ? 1 : 0;
+            data.long_description = document.getElementById('form-long-description').value;
            data.integration_guide = document.getElementById('form-integration').value;
+            data.documentation = document.getElementById('form-documentation').value;
        } else if (type === 'articles') {
            data.title = document.getElementById('form-title').value;
            data.slug = this.generateSlug(data.title);
--- a/docs/md_v2/marketplace/app-detail.css
+++ b/docs/md_v2/marketplace/app-detail.css
@@ -278,12 +278,12 @@
 }

 .tab-content {
-    display: none;
+    display: none !important;
    padding: 2rem;
 }

 .tab-content.active {
-    display: block;
+    display: block !important;
 }

 /* Overview Layout */
@@ -510,6 +510,31 @@
    line-height: 1.5;
 }

+/* Markdown rendered code blocks */
+.integration-content pre,
+.docs-content pre {
+    background: var(--bg-dark);
+    border: 1px solid var(--border-color);
+    margin: 1rem 0;
+    padding: 1rem;
+    padding-top: 2.5rem; /* Space for copy button */
+    overflow-x: auto;
+    position: relative;
+    max-height: none; /* Remove any height restrictions */
+    height: auto; /* Allow content to expand */
+}
+
+.integration-content pre code,
+.docs-content pre code {
+    background: transparent;
+    padding: 0;
+    color: var(--text-secondary);
+    font-size: 0.875rem;
+    line-height: 1.5;
+    white-space: pre; /* Preserve whitespace and line breaks */
+    display: block;
+}
+
 /* Feature Grid */
 .feature-grid {
    display: grid;
--- a/docs/md_v2/marketplace/app-detail.html
+++ b/docs/md_v2/marketplace/app-detail.html
@@ -73,27 +73,14 @@
                <div class="tabs">
                    <button class="tab-btn active" data-tab="overview">Overview</button>
                    <button class="tab-btn" data-tab="integration">Integration</button>
-                    <button class="tab-btn" data-tab="docs">Documentation</button>
-                    <button class="tab-btn" data-tab="support">Support</button>
+                    <!-- <button class="tab-btn" data-tab="docs">Documentation</button>
+                    <button class="tab-btn" data-tab="support">Support</button> -->
                </div>

                <section id="overview-tab" class="tab-content active">
                    <div class="overview-columns">
                        <div class="overview-main">
-                            <h2>Overview</h2>
                            <div id="app-overview">Overview content goes here.</div>
-
-                            <h3>Key Features</h3>
-                            <ul id="app-features" class="features-list">
-                                <li>Feature 1</li>
-                                <li>Feature 2</li>
-                                <li>Feature 3</li>
-                            </ul>
-
-                            <h3>Use Cases</h3>
-                            <div id="app-use-cases" class="use-cases">
-                                <p>Describe how this app can help your workflow.</p>
-                            </div>
                        </div>

                        <aside class="sidebar">
@@ -142,37 +129,16 @@
                </section>

                <section id="integration-tab" class="tab-content">
-                    <div class="integration-content">
-                        <h2>Integration Guide</h2>
-
-                        <h3>Installation</h3>
-                        <div class="code-block">
-                            <pre><code id="install-code"># Installation instructions will appear here</code></pre>
-                        </div>
-
-                        <h3>Basic Usage</h3>
-                        <div class="code-block">
-                            <pre><code id="usage-code"># Usage example will appear here</code></pre>
-                        </div>
-
-                        <h3>Complete Integration Example</h3>
-                        <div class="code-block">
-                            <button class="copy-btn" id="copy-integration">Copy</button>
-                            <pre><code id="integration-code"># Complete integration guide will appear here</code></pre>
-                        </div>
+                    <div class="integration-content" id="app-integration">
                    </div>
                </section>

-                <section id="docs-tab" class="tab-content">
-                    <div class="docs-content">
-                        <h2>Documentation</h2>
-                        <div id="app-docs" class="doc-sections">
-                            <p>Documentation coming soon.</p>
+                <!-- <section id="docs-tab" class="tab-content">
+                    <div class="docs-content" id="app-docs">
                    </div>
-                    </div>
-                </section>
+                </section> -->

-                <section id="support-tab" class="tab-content">
+                <!-- <section id="support-tab" class="tab-content">
                    <div class="docs-content">
                        <h2>Support</h2>
                        <div class="support-grid">
@@ -190,7 +156,7 @@
                            </div>
                        </div>
                    </div>
-                </section>
+                </section> -->
            </div>

        </main>
--- a/docs/md_v2/marketplace/app-detail.js
+++ b/docs/md_v2/marketplace/app-detail.js
@@ -112,7 +112,7 @@ class AppDetailPage {
        }

        // Contact
-        document.getElementById('app-contact').textContent = this.appData.contact_email || 'Not available';
+        document.getElementById('app-contact') && (document.getElementById('app-contact').textContent = this.appData.contact_email || 'Not available');

        // Sidebar info
        document.getElementById('sidebar-downloads').textContent = this.formatNumber(this.appData.downloads || 0);
@@ -123,144 +123,132 @@ class AppDetailPage {
        document.getElementById('sidebar-pricing').textContent = this.appData.pricing || 'Free';
        document.getElementById('sidebar-contact').textContent = this.appData.contact_email || 'contact@example.com';

-        // Integration guide
-        this.renderIntegrationGuide();
+        // Render tab contents from database fields
+        this.renderTabContents();
    }

-    renderIntegrationGuide() {
-        // Installation code
-        const installCode = document.getElementById('install-code');
-        if (installCode) {
-            if (this.appData.type === 'Open Source' && this.appData.github_url) {
-                installCode.textContent = `# Clone from GitHub
-git clone ${this.appData.github_url}
-
-# Install dependencies
-pip install -r requirements.txt`;
-            } else if (this.appData.name.toLowerCase().includes('api')) {
-                installCode.textContent = `# Install via pip
-pip install ${this.appData.slug}
-
-# Or install from source
-pip install git+${this.appData.github_url || 'https://github.com/example/repo'}`;
+    renderTabContents() {
+        // Overview tab - use long_description from database
+        const overviewDiv = document.getElementById('app-overview');
+        if (overviewDiv) {
+            if (this.appData.long_description) {
+                overviewDiv.innerHTML = this.renderMarkdown(this.appData.long_description);
+            } else {
+                overviewDiv.innerHTML = `<p>${this.appData.description || 'No overview available.'}</p>`;
            }
        }

-        // Usage code - customize based on category
-        const usageCode = document.getElementById('usage-code');
-        if (usageCode) {
-            if (this.appData.category === 'Browser Automation') {
-                usageCode.textContent = `from crawl4ai import AsyncWebCrawler
-from ${this.appData.slug.replace(/-/g, '_')} import ${this.appData.name.replace(/\s+/g, '')}
-
-async def main():
-    # Initialize ${this.appData.name}
-    automation = ${this.appData.name.replace(/\s+/g, '')}()
-
-    async with AsyncWebCrawler() as crawler:
-        result = await crawler.arun(
-            url="https://example.com",
-            browser_config=automation.config,
-            wait_for="css:body"
-        )
-        print(result.markdown)`;
-        } else if (this.appData.category === 'Proxy Services') {
-            usageCode.textContent = `from crawl4ai import AsyncWebCrawler
-import ${this.appData.slug.replace(/-/g, '_')}
-
-# Configure proxy
-proxy_config = {
-    "server": "${this.appData.website_url || 'https://proxy.example.com'}",
-    "username": "your_username",
-    "password": "your_password"
-}
-
-async with AsyncWebCrawler(proxy=proxy_config) as crawler:
-    result = await crawler.arun(
-        url="https://example.com",
-        bypass_cache=True
-    )
-    print(result.status_code)`;
-        } else if (this.appData.category === 'LLM Integration') {
-            usageCode.textContent = `from crawl4ai import AsyncWebCrawler
-from crawl4ai.extraction_strategy import LLMExtractionStrategy
-
-# Configure LLM extraction
-strategy = LLMExtractionStrategy(
-    provider="${this.appData.name.toLowerCase().includes('gpt') ? 'openai' : 'anthropic'}",
-    api_key="your-api-key",
-    model="${this.appData.name.toLowerCase().includes('gpt') ? 'gpt-4' : 'claude-3'}",
-    instruction="Extract structured data"
-)
-
-async with AsyncWebCrawler() as crawler:
-    result = await crawler.arun(
-        url="https://example.com",
-        extraction_strategy=strategy
-    )
-    print(result.extracted_content)`;
+        // Integration tab - use integration_guide field from database
+        const integrationDiv = document.getElementById('app-integration');
+        if (integrationDiv) {
+            if (this.appData.integration_guide) {
+                integrationDiv.innerHTML = this.renderMarkdown(this.appData.integration_guide);
+                // Add copy buttons to all code blocks
+                this.addCopyButtonsToCodeBlocks(integrationDiv);
+            } else {
+                integrationDiv.innerHTML = '<p>Integration guide not yet available. Please check the official website for details.</p>';
            }
        }

-        // Integration example
-        const integrationCode = document.getElementById('integration-code');
-        if (integrationCode) {
-            integrationCode.textContent = this.appData.integration_guide ||
-`# Complete ${this.appData.name} Integration Example
-
-from crawl4ai import AsyncWebCrawler
-from crawl4ai.extraction_strategy import JsonCssExtractionStrategy
-import json
-
-async def crawl_with_${this.appData.slug.replace(/-/g, '_')}():
-    """
-    Complete example showing how to use ${this.appData.name}
-    with Crawl4AI for production web scraping
-    """
-
-    # Define extraction schema
-    schema = {
-        "name": "ProductList",
-        "baseSelector": "div.product",
-        "fields": [
-            {"name": "title", "selector": "h2", "type": "text"},
-            {"name": "price", "selector": ".price", "type": "text"},
-            {"name": "image", "selector": "img", "type": "attribute", "attribute": "src"},
-            {"name": "link", "selector": "a", "type": "attribute", "attribute": "href"}
-        ]
+        // Documentation tab - use documentation field from database
+        const docsDiv = document.getElementById('app-docs');
+        if (docsDiv) {
+            if (this.appData.documentation) {
+                docsDiv.innerHTML = this.renderMarkdown(this.appData.documentation);
+                // Add copy buttons to all code blocks
+                this.addCopyButtonsToCodeBlocks(docsDiv);
+            } else {
+                docsDiv.innerHTML = '<p>Documentation coming soon.</p>';
+            }
+        }
    }

-    # Initialize crawler with ${this.appData.name}
-    async with AsyncWebCrawler(
-        browser_type="chromium",
-        headless=True,
-        verbose=True
-    ) as crawler:
+    addCopyButtonsToCodeBlocks(container) {
+        // Find all code blocks and add copy buttons
+        const codeBlocks = container.querySelectorAll('pre code');
+        codeBlocks.forEach(codeBlock => {
+            const pre = codeBlock.parentElement;

-        # Crawl with extraction
-        result = await crawler.arun(
-            url="https://example.com/products",
-            extraction_strategy=JsonCssExtractionStrategy(schema),
-            cache_mode="bypass",
-            wait_for="css:.product",
-            screenshot=True
-        )
+            // Skip if already has a copy button
+            if (pre.querySelector('.copy-btn')) return;

-        # Process results
-        if result.success:
-            products = json.loads(result.extracted_content)
-            print(f"Found {len(products)} products")
+            // Create copy button
+            const copyBtn = document.createElement('button');
+            copyBtn.className = 'copy-btn';
+            copyBtn.textContent = 'Copy';
+            copyBtn.onclick = () => {
+                navigator.clipboard.writeText(codeBlock.textContent).then(() => {
+                    copyBtn.textContent = '✓ Copied!';
+                    setTimeout(() => {
+                        copyBtn.textContent = 'Copy';
+                    }, 2000);
+                });
+            };

-            for product in products[:5]:
-                print(f"- {product['title']}: {product['price']}")
-
-        return products
-
-# Run the crawler
-if __name__ == "__main__":
-    import asyncio
-    asyncio.run(crawl_with_${this.appData.slug.replace(/-/g, '_')}())`;
+            // Add button to pre element
+            pre.style.position = 'relative';
+            pre.insertBefore(copyBtn, codeBlock);
+        });
    }
+
+    renderMarkdown(text) {
+        if (!text) return '';
+
+        // Store code blocks temporarily to protect them from processing
+        const codeBlocks = [];
+        let processed = text.replace(/```(\w+)?\n([\s\S]*?)```/g, (match, lang, code) => {
+            const placeholder = `___CODE_BLOCK_${codeBlocks.length}___`;
+            codeBlocks.push(`<pre><code class="language-${lang || ''}">${this.escapeHtml(code)}</code></pre>`);
+            return placeholder;
+        });
+
+        // Store inline code temporarily
+        const inlineCodes = [];
+        processed = processed.replace(/`([^`]+)`/g, (match, code) => {
+            const placeholder = `___INLINE_CODE_${inlineCodes.length}___`;
+            inlineCodes.push(`<code>${this.escapeHtml(code)}</code>`);
+            return placeholder;
+        });
+
+        // Now process the rest of the markdown
+        processed = processed
+            // Headers
+            .replace(/^### (.*$)/gim, '<h3>$1</h3>')
+            .replace(/^## (.*$)/gim, '<h2>$1</h2>')
+            .replace(/^# (.*$)/gim, '<h1>$1</h1>')
+            // Bold
+            .replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>')
+            // Italic
+            .replace(/\*(.*?)\*/g, '<em>$1</em>')
+            // Links
+            .replace(/\[([^\]]+)\]\(([^)]+)\)/g, '<a href="$2" target="_blank">$1</a>')
+            // Line breaks
+            .replace(/\n\n/g, '</p><p>')
+            .replace(/\n/g, '<br>')
+            // Lists
+            .replace(/^\* (.*)$/gim, '<li>$1</li>')
+            .replace(/^- (.*)$/gim, '<li>$1</li>')
+            // Wrap in paragraphs
+            .replace(/^(?!<[h|p|pre|ul|ol|li])/gim, '<p>')
+            .replace(/(?<![>])$/gim, '</p>');
+
+        // Restore inline code
+        inlineCodes.forEach((code, i) => {
+            processed = processed.replace(`___INLINE_CODE_${i}___`, code);
+        });
+
+        // Restore code blocks
+        codeBlocks.forEach((block, i) => {
+            processed = processed.replace(`___CODE_BLOCK_${i}___`, block);
+        });
+
+        return processed;
+    }
+
+    escapeHtml(text) {
+        const div = document.createElement('div');
+        div.textContent = text;
+        return div.innerHTML;
    }

    formatNumber(num) {
@@ -275,45 +263,27 @@ if __name__ == "__main__":
    setupEventListeners() {
        // Tab switching
        const tabs = document.querySelectorAll('.tab-btn');
+
        tabs.forEach(tab => {
            tab.addEventListener('click', () => {
-                // Update active tab
+                // Update active tab button
                tabs.forEach(t => t.classList.remove('active'));
                tab.classList.add('active');

                // Show corresponding content
                const tabName = tab.dataset.tab;
-                document.querySelectorAll('.tab-content').forEach(content => {
+
+                // Hide all tab contents
+                const allTabContents = document.querySelectorAll('.tab-content');
+                allTabContents.forEach(content => {
                    content.classList.remove('active');
                });
-                document.getElementById(`${tabName}-tab`).classList.add('active');
-            });
-        });

-        // Copy integration code
-        document.getElementById('copy-integration').addEventListener('click', () => {
-            const code = document.getElementById('integration-code').textContent;
-            navigator.clipboard.writeText(code).then(() => {
-                const btn = document.getElementById('copy-integration');
-                const originalText = btn.innerHTML;
-                btn.innerHTML = '<span>✓</span> Copied!';
-                setTimeout(() => {
-                    btn.innerHTML = originalText;
-                }, 2000);
-            });
-        });
-
-        // Copy code buttons
-        document.querySelectorAll('.copy-btn').forEach(btn => {
-            btn.addEventListener('click', (e) => {
-                const codeBlock = e.target.closest('.code-block');
-                const code = codeBlock.querySelector('code').textContent;
-                navigator.clipboard.writeText(code).then(() => {
-                    btn.textContent = 'Copied!';
-                    setTimeout(() => {
-                        btn.textContent = 'Copy';
-                    }, 2000);
-                });
+                // Show the selected tab content
+                const targetTab = document.getElementById(`${tabName}-tab`);
+                if (targetTab) {
+                    targetTab.classList.add('active');
+                }
            });
        });
    }
--- a/docs/md_v2/marketplace/backend/server.py
+++ b/docs/md_v2/marketplace/backend/server.py
@@ -471,13 +471,17 @@ async def delete_sponsor(sponsor_id: int):

 app.include_router(router)

+# Version info
+VERSION = "1.1.0"
+BUILD_DATE = "2025-10-26"

@app.get("/")
 async def root():
    """API info"""
    return {
        "name": "Crawl4AI Marketplace API",
-        "version": "1.0.0",
+        "version": VERSION,
+        "build_date": BUILD_DATE,
        "endpoints": [
            "/marketplace/api/apps",
            "/marketplace/api/articles",