LLMUserAggregator: add user turn stopped message argument

It is now possible to get the user aggregation when a `on_user_turn_stopped`
event is emitted.
This commit is contained in:
Aleix Conchillo Flaqué
2026-01-08 11:49:12 -08:00
parent 5a0a5c120b
commit 4b61fd2d7d
2 changed files with 46 additions and 14 deletions

View File

@@ -102,6 +102,23 @@ class LLMAssistantAggregatorParams:
expect_stripped_words: bool = True
@dataclass
class UserTurnStoppedMessage:
"""A user turn stopped message containing a user transcript update.
A message in a conversation transcript containing the user content. This is
the aggregated transcript that is then used in the context.
Parameters:
content: The message content/text.
user_id: Optional identifier for the user.
"""
content: str
user_id: Optional[str] = None
class LLMContextAggregator(FrameProcessor):
"""Base LLM aggregator that uses an LLMContext for conversation storage.
@@ -205,8 +222,12 @@ class LLMContextAggregator(FrameProcessor):
self._aggregation = []
@abstractmethod
async def push_aggregation(self):
"""Push the current aggregation downstream."""
async def push_aggregation(self) -> str:
"""Push the current aggregation downstream.
Returns:
The pushed aggregation.
"""
pass
def aggregation_string(self) -> str:
@@ -243,7 +264,7 @@ class LLMUserAggregator(LLMContextAggregator):
...
@aggregator.event_handler("on_user_turn_stopped")
async def on_user_turn_stopped(aggregator, strategy: BaseUserTurnStopStrategy):
async def on_user_turn_stopped(aggregator, strategy: BaseUserTurnStopStrategy, message: UserTurnStoppedMessage):
...
@aggregator.event_handler("on_user_turn_stop_timeout")
@@ -348,16 +369,18 @@ class LLMUserAggregator(LLMContextAggregator):
await self._user_turn_controller.process_frame(frame)
async def push_aggregation(self):
async def push_aggregation(self) -> str:
"""Push the current aggregation."""
if len(self._aggregation) == 0:
return
return ""
aggregation = self.aggregation_string()
await self.reset()
self._context.add_message({"role": self.role, "content": aggregation})
await self.push_context_frame()
return aggregation
async def _start(self, frame: StartFrame):
await self._user_turn_controller.setup(self.task_manager)
@@ -493,9 +516,10 @@ class LLMUserAggregator(LLMContextAggregator):
await self.broadcast_frame(UserStoppedSpeakingFrame)
# Always push context frame.
await self.push_aggregation()
aggregation = await self.push_aggregation()
await self._call_event_handler("on_user_turn_stopped", strategy)
message = UserTurnStoppedMessage(content=aggregation)
await self._call_event_handler("on_user_turn_stopped", strategy, message)
async def _on_user_turn_stop_timeout(self, controller):
await self._call_event_handler("on_user_turn_stop_timeout")
@@ -633,10 +657,10 @@ class LLMAssistantAggregator(LLMContextAggregator):
else:
await self.push_frame(frame, direction)
async def push_aggregation(self):
async def push_aggregation(self) -> str:
"""Push the current assistant aggregation with timestamp."""
if not self._aggregation:
return
return ""
aggregation = self.aggregation_string()
await self.reset()
@@ -651,6 +675,8 @@ class LLMAssistantAggregator(LLMContextAggregator):
timestamp_frame = LLMContextAssistantTimestampFrame(timestamp=time_now_iso8601())
await self.push_frame(timestamp_frame)
return aggregation
async def _handle_llm_run(self, frame: LLMRunFrame):
await self.push_context_frame(FrameDirection.UPSTREAM)

View File

@@ -143,6 +143,7 @@ class TestLLMUserAggregator(unittest.IsolatedAsyncioTestCase):
should_start = None
should_stop = None
stop_message = None
@user_aggregator.event_handler("on_user_turn_started")
async def on_user_turn_started(aggregator, strategy):
@@ -150,9 +151,10 @@ class TestLLMUserAggregator(unittest.IsolatedAsyncioTestCase):
should_start = True
@user_aggregator.event_handler("on_user_turn_stopped")
async def on_user_turn_stopped(aggregator, strategy):
nonlocal should_stop
async def on_user_turn_stopped(aggregator, strategy, message):
nonlocal should_stop, stop_message
should_stop = True
stop_message = message
pipeline = Pipeline([user_aggregator])
@@ -177,6 +179,7 @@ class TestLLMUserAggregator(unittest.IsolatedAsyncioTestCase):
)
self.assertTrue(should_start)
self.assertTrue(should_stop)
self.assertEqual(stop_message.content, "Hello!")
async def test_user_turn_stop_timeout_no_transcription(self):
context = LLMContext()
@@ -196,7 +199,7 @@ class TestLLMUserAggregator(unittest.IsolatedAsyncioTestCase):
should_start = True
@user_aggregator.event_handler("on_user_turn_stopped")
async def on_user_turn_stopped(aggregator, strategy):
async def on_user_turn_stopped(aggregator, strategy, message):
nonlocal should_stop
should_stop = True
@@ -236,6 +239,7 @@ class TestLLMUserAggregator(unittest.IsolatedAsyncioTestCase):
should_start = None
should_stop = None
stop_message = None
timeout = None
@user_aggregator.event_handler("on_user_turn_started")
@@ -244,9 +248,10 @@ class TestLLMUserAggregator(unittest.IsolatedAsyncioTestCase):
should_start = True
@user_aggregator.event_handler("on_user_turn_stopped")
async def on_user_turn_stopped(aggregator, strategy):
nonlocal should_stop
async def on_user_turn_stopped(aggregator, strategy, message):
nonlocal should_stop, stop_message
should_stop = True
stop_message = message
@user_aggregator.event_handler("on_user_turn_stop_timeout")
async def on_user_turn_stop_timeout(aggregator):
@@ -271,6 +276,7 @@ class TestLLMUserAggregator(unittest.IsolatedAsyncioTestCase):
# The transcription strategy should kick-in before the user turn end timeout.
self.assertTrue(should_start)
self.assertTrue(should_stop)
self.assertEqual(stop_message.content, "Hello!")
self.assertFalse(timeout)
async def test_user_mute_strategies(self):