diff --git a/pytrickle/__init__.py b/pytrickle/__init__.py
index e532797..8eea39d 100644
--- a/pytrickle/__init__.py
+++ b/pytrickle/__init__.py
@@ -30,6 +30,8 @@
 from .fps_meter import FPSMeter
 from .frame_skipper import FrameSkipConfig
 
+from .decorators import trickle_handler
+
 from . import api
 
 from .version import __version__
@@ -59,5 +61,6 @@
     "FrameProcessor",
     "FPSMeter",
     "FrameSkipConfig",
+    "trickle_handler",
     "__version__"
 ] 
\ No newline at end of file
diff --git a/pytrickle/decorators.py b/pytrickle/decorators.py
new file mode 100644
index 0000000..8b92eb6
--- /dev/null
+++ b/pytrickle/decorators.py
@@ -0,0 +1,38 @@
+def trickle_handler(handler_type: str):
+    """
+    Decorator to mark methods as trickle handlers.
+    
+    Args:
+        handler_type: Type of handler ('video', 'audio', 'model_loader', 'param_updater', 'stream_stop')
+    
+    Usage:
+        @trickle_handler("video")
+        async def process_video(self, frame: VideoFrame) -> Optional[VideoFrame]:
+            # Process video frame using existing VideoFrame interface
+            return processed_frame
+            
+        @trickle_handler("audio") 
+        async def process_audio(self, frame: AudioFrame) -> Optional[List[AudioFrame]]:
+            # Process audio frame using existing AudioFrame interface
+            return [processed_frame]
+            
+        @trickle_handler("model_loader")
+        async def load_model(self, **kwargs):
+            # Load model with keyword arguments
+            pass
+            
+        @trickle_handler("param_updater")
+        async def update_params(self, params: Dict[str, Any]):
+            # Update parameters with dict
+            pass
+            
+        @trickle_handler("stream_stop")
+        async def on_stream_stop(self):
+            # Handle stream stop
+            pass
+    """
+    def decorator(func):
+        func._trickle_handler_type = handler_type
+        func._trickle_handler = True
+        return func
+    return decorator
diff --git a/pytrickle/stream_processor.py b/pytrickle/stream_processor.py
index 66f28a8..21b41e3 100644
--- a/pytrickle/stream_processor.py
+++ b/pytrickle/stream_processor.py
@@ -18,6 +18,59 @@
 OnStreamStop = Callable[[], Awaitable[None]]
 
 class StreamProcessor:
+    @classmethod
+    def from_handlers(
+        cls,
+        handler_instance,
+        send_data_interval: Optional[float] = 0.333,
+        name: str = "stream-processor",
+        port: int = 8000,
+        frame_skip_config: Optional[FrameSkipConfig] = None,
+        **server_kwargs
+    ):
+        """
+        Create StreamProcessor from decorated handler methods.
+
+        Args:
+            handler_instance: Instance with @trickle_handler decorated methods
+            send_data_interval: Interval for sending data
+            name: Processor name
+            port: Server port
+            frame_skip_config: Optional frame skipping configuration
+            **server_kwargs: Additional arguments passed to StreamServer
+
+        Returns:
+            StreamProcessor instance configured with the decorated handlers
+        """
+        handlers = {}
+
+        # Find all decorated handler methods
+        for attr_name in dir(handler_instance):
+            attr = getattr(handler_instance, attr_name)
+            if hasattr(attr, '_trickle_handler'):
+                handler_type = attr._trickle_handler_type
+                handlers[handler_type] = attr
+
+        # Extract handlers directly without conversion
+        video_processor = handlers.get('video')
+        audio_processor = handlers.get('audio')
+        model_loader = handlers.get('model_loader')
+        param_updater = handlers.get('param_updater')
+        on_stream_stop = handlers.get('stream_stop')
+
+        return cls(
+            video_processor=video_processor,
+            audio_processor=audio_processor,
+            model_loader=model_loader,
+            param_updater=param_updater,
+            on_stream_stop=on_stream_stop,
+            send_data_interval=send_data_interval,
+            name=name,
+            port=port,
+            frame_skip_config=frame_skip_config,
+            **server_kwargs
+        )
+
     def __init__(
         self,
         video_processor: Optional[VideoProcessor] = None,