diff --git a/src/pipecat/pipeline/task.py b/src/pipecat/pipeline/task.py
index 185341b11..9ce3baf7f 100644
--- a/src/pipecat/pipeline/task.py
+++ b/src/pipecat/pipeline/task.py
@@ -130,9 +130,11 @@ class PipelineTask(BasePipelineTask):
 
     - on_pipeline_finished: Called after the pipeline has reached any terminal state.
           This includes:
+
               - StopFrame: pipeline was stopped (processors keep connections open)
               - EndFrame: pipeline ended normally
               - CancelFrame: pipeline was cancelled
+
           Use this event for cleanup, logging, or post-processing tasks. Users can inspect
           the frame if they need to handle specific cases.
 
diff --git a/src/pipecat/runner/utils.py b/src/pipecat/runner/utils.py
index 3466e9a6d..18fba79f5 100644
--- a/src/pipecat/runner/utils.py
+++ b/src/pipecat/runner/utils.py
@@ -99,29 +99,41 @@ async def parse_telephony_websocket(websocket: WebSocket):
         tuple: (transport_type: str, call_data: dict)
 
         call_data contains provider-specific fields:
-        - Twilio: {
-            "stream_id": str,
-            "call_id": str,
-            "body": dict
-        }
-        - Telnyx: {
-            "stream_id": str,
-            "call_control_id": str,
-            "outbound_encoding": str,
-            "from": str,
-            "to": str,
-        }
-        - Plivo: {
-            "stream_id": str,
-            "call_id": str,
-        }
-        - Exotel: {
-            "stream_id": str,
-            "call_id": str,
-            "account_sid": str,
-            "from": str,
-            "to": str,
-        }
+
+        - Twilio::
+
+            {
+                "stream_id": str,
+                "call_id": str,
+                "body": dict
+            }
+
+        - Telnyx::
+
+            {
+                "stream_id": str,
+                "call_control_id": str,
+                "outbound_encoding": str,
+                "from": str,
+                "to": str,
+            }
+
+        - Plivo::
+
+            {
+                "stream_id": str,
+                "call_id": str,
+            }
+
+        - Exotel::
+
+            {
+                "stream_id": str,
+                "call_id": str,
+                "account_sid": str,
+                "from": str,
+                "to": str,
+            }
 
     Example usage::
 
diff --git a/src/pipecat/services/deepgram/flux/stt.py b/src/pipecat/services/deepgram/flux/stt.py
index e8d61261f..493bece80 100644
--- a/src/pipecat/services/deepgram/flux/stt.py
+++ b/src/pipecat/services/deepgram/flux/stt.py
@@ -79,7 +79,7 @@ class DeepgramFluxSTTService(WebsocketSTTService):
         This class defines all available connection parameters for the Deepgram Flux API
         based on the official documentation.
 
-        Attributes:
+        Parameters:
             eager_eot_threshold: Optional. EagerEndOfTurn/TurnResumed are off by default.
                 You can turn them on by setting eager_eot_threshold to a valid value.
                 Lower values = more aggressive EagerEndOfTurning (faster response, more LLM calls).
@@ -126,24 +126,24 @@ class DeepgramFluxSTTService(WebsocketSTTService):
                 If None, default parameters will be used.
             **kwargs: Additional arguments passed to the parent WebsocketSTTService class.
 
-        Example:
-            ```python
-            # Basic usage with default parameters
-            stt = DeepgramFluxSTTService(api_key="your-api-key")
+        Examples:
+            Basic usage with default parameters::
 
-            # Advanced usage with custom parameters
-            params = DeepgramFluxSTTService.InputParams(
-                eager_eot_threshold=0.5,
-                eot_threshold=0.8,
-                keyterm=["AI", "machine learning", "neural network"],
-                tag=["production", "voice-agent"]
-            )
-            stt = DeepgramFluxSTTService(
-                api_key="your-api-key",
-                model="flux-general-en",
-                params=params
-            )
-            ```
+                stt = DeepgramFluxSTTService(api_key="your-api-key")
+
+            Advanced usage with custom parameters::
+
+                params = DeepgramFluxSTTService.InputParams(
+                    eager_eot_threshold=0.5,
+                    eot_threshold=0.8,
+                    keyterm=["AI", "machine learning", "neural network"],
+                    tag=["production", "voice-agent"]
+                )
+                stt = DeepgramFluxSTTService(
+                    api_key="your-api-key",
+                    model="flux-general-en",
+                    params=params
+                )
         """
         super().__init__(sample_rate=sample_rate, **kwargs)
 
diff --git a/src/pipecat/transports/livekit/transport.py b/src/pipecat/transports/livekit/transport.py
index f1b8d9088..62f74418f 100644
--- a/src/pipecat/transports/livekit/transport.py
+++ b/src/pipecat/transports/livekit/transport.py
@@ -354,10 +354,10 @@ class LiveKitTransportClient:
             logger.error(f"Error sending data: {e}")
 
     async def send_dtmf(self, digit: str):
-        """Send DTMF tone to the room.
+        r"""Send DTMF tone to the room.
 
         Args:
-            digit: The DTMF digit to send (0-9, *, #).
+            digit: The DTMF digit to send (0-9, \*, #).
         """
         if not self._connected:
             return
diff --git a/src/pipecat/utils/base_object.py b/src/pipecat/utils/base_object.py
index f0744f3b8..4a62e5e4d 100644
--- a/src/pipecat/utils/base_object.py
+++ b/src/pipecat/utils/base_object.py
@@ -29,7 +29,7 @@ class EventHandler:
     This data class stores the event name, a list of handlers to run for this
     event, and whether these handlers will be executed in a task.
 
-    Attributes:
+    Parameters:
         name (str): The name of the event handler.
         handlers (List[Any]): A list of functions to be called when this event is triggered.
         is_sync (bool): Indicates whether the functions are executed in a task.