diff --git a/examples/foundational/44-voicemail-detection.py b/examples/foundational/44-voicemail-detection.py
index 080bd1ca6..257441a40 100644
--- a/examples/foundational/44-voicemail-detection.py
+++ b/examples/foundational/44-voicemail-detection.py
@@ -14,13 +14,12 @@ from pipecat.audio.turn.smart_turn.local_smart_turn_v3 import LocalSmartTurnAnal
 from pipecat.audio.vad.silero import SileroVADAnalyzer
 from pipecat.audio.vad.vad_analyzer import VADParams
 from pipecat.extensions.voicemail.voicemail_detector import VoicemailDetector
-from pipecat.frames.frames import EndTaskFrame, TTSSpeakFrame
+from pipecat.frames.frames import TTSSpeakFrame
 from pipecat.pipeline.pipeline import Pipeline
 from pipecat.pipeline.runner import PipelineRunner
 from pipecat.pipeline.task import PipelineParams, PipelineTask
 from pipecat.processors.aggregators.llm_context import LLMContext
 from pipecat.processors.aggregators.llm_response_universal import LLMContextAggregatorPair
-from pipecat.processors.frame_processor import FrameDirection
 from pipecat.runner.types import RunnerArguments
 from pipecat.runner.utils import create_transport
 from pipecat.services.cartesia.tts import CartesiaTTSService
diff --git a/src/pipecat/extensions/voicemail/voicemail_detector.py b/src/pipecat/extensions/voicemail/voicemail_detector.py
index 1b460404b..149103319 100644
--- a/src/pipecat/extensions/voicemail/voicemail_detector.py
+++ b/src/pipecat/extensions/voicemail/voicemail_detector.py
@@ -36,7 +36,8 @@ from pipecat.frames.frames import (
     UserStoppedSpeakingFrame,
 )
 from pipecat.pipeline.parallel_pipeline import ParallelPipeline
-from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext
+from pipecat.processors.aggregators.llm_context import LLMContext
+from pipecat.processors.aggregators.llm_response_universal import LLMContextAggregatorPair
 from pipecat.processors.frame_processor import FrameDirection, FrameProcessor, FrameProcessorSetup
 from pipecat.services.llm_service import LLMService
 from pipecat.sync.base_notifier import BaseNotifier
@@ -614,8 +615,8 @@ VOICEMAIL SYSTEM (respond "VOICEMAIL"):
         ]
 
         # Create the LLM context and aggregators for conversation management
-        self._context = OpenAILLMContext(self._messages)
-        self._context_aggregator = llm.create_context_aggregator(self._context)
+        self._context = LLMContext(self._messages)
+        self._context_aggregator = LLMContextAggregatorPair(self._context)
 
         # Create notification system for coordinating between components
         self._gate_notifier = EventNotifier()  # Signals classification completion