demo: say a default message after 4 seconds of being idle or after user stops speaking once
This commit is contained in:
@@ -11,11 +11,20 @@ from dotenv import load_dotenv
|
|||||||
from loguru import logger
|
from loguru import logger
|
||||||
|
|
||||||
from pipecat.audio.vad.silero import SileroVADAnalyzer
|
from pipecat.audio.vad.silero import SileroVADAnalyzer
|
||||||
from pipecat.frames.frames import EndFrame, LLMMessagesFrame, TTSSpeakFrame
|
from pipecat.frames.frames import (
|
||||||
|
BotSpeakingFrame,
|
||||||
|
EndFrame,
|
||||||
|
Frame,
|
||||||
|
LLMMessagesFrame,
|
||||||
|
TTSSpeakFrame,
|
||||||
|
UserStartedSpeakingFrame,
|
||||||
|
UserStoppedSpeakingFrame,
|
||||||
|
)
|
||||||
from pipecat.pipeline.pipeline import Pipeline
|
from pipecat.pipeline.pipeline import Pipeline
|
||||||
from pipecat.pipeline.runner import PipelineRunner
|
from pipecat.pipeline.runner import PipelineRunner
|
||||||
from pipecat.pipeline.task import PipelineParams, PipelineTask
|
from pipecat.pipeline.task import PipelineParams, PipelineTask
|
||||||
from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext
|
from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext
|
||||||
|
from pipecat.processors.frame_processor import FrameDirection, FrameProcessor
|
||||||
from pipecat.processors.user_idle_processor import UserIdleProcessor
|
from pipecat.processors.user_idle_processor import UserIdleProcessor
|
||||||
from pipecat.services.cartesia.tts import CartesiaTTSService
|
from pipecat.services.cartesia.tts import CartesiaTTSService
|
||||||
from pipecat.services.deepgram.stt import DeepgramSTTService
|
from pipecat.services.deepgram.stt import DeepgramSTTService
|
||||||
@@ -27,6 +36,35 @@ from pipecat.transports.network.webrtc_connection import SmallWebRTCConnection
|
|||||||
load_dotenv(override=True)
|
load_dotenv(override=True)
|
||||||
|
|
||||||
|
|
||||||
|
class ConversationStarterProcessor(FrameProcessor):
|
||||||
|
def __init__(self, message: str = "Hi! I'm a default message!"):
|
||||||
|
super().__init__()
|
||||||
|
self.message = message
|
||||||
|
self._user_stopped_speaking_count = 0
|
||||||
|
|
||||||
|
async def process_frame(self, frame: Frame, direction: FrameDirection) -> None:
|
||||||
|
"""Say a default message when the user starts speaking.
|
||||||
|
|
||||||
|
This processor listens for the UserStartedSpeakingFrame and sends a default message
|
||||||
|
when the user starts speaking for the first time.
|
||||||
|
|
||||||
|
Args:
|
||||||
|
frame: The frame to process
|
||||||
|
direction: Direction of the frame flow
|
||||||
|
"""
|
||||||
|
await super().process_frame(frame, direction)
|
||||||
|
|
||||||
|
if isinstance(frame, UserStoppedSpeakingFrame):
|
||||||
|
self._user_stopped_speaking_count += 1
|
||||||
|
logger.info(f"++ User stopped speaking, count: {self._user_stopped_speaking_count}")
|
||||||
|
if self._user_stopped_speaking_count == 1:
|
||||||
|
# First time user started speaking, send the message
|
||||||
|
await self.push_frame(TTSSpeakFrame(self.message))
|
||||||
|
else:
|
||||||
|
# Pass through other frames
|
||||||
|
await self.push_frame(frame)
|
||||||
|
|
||||||
|
|
||||||
async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespace):
|
async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespace):
|
||||||
logger.info(f"Starting bot")
|
logger.info(f"Starting bot")
|
||||||
|
|
||||||
@@ -59,15 +97,10 @@ async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespac
|
|||||||
context_aggregator = llm.create_context_aggregator(context)
|
context_aggregator = llm.create_context_aggregator(context)
|
||||||
|
|
||||||
async def handle_user_idle(user_idle: UserIdleProcessor, retry_count: int) -> bool:
|
async def handle_user_idle(user_idle: UserIdleProcessor, retry_count: int) -> bool:
|
||||||
|
logger.info(f"User idle, timeout : {user_idle._timeout} retry count: {retry_count}")
|
||||||
if retry_count == 1:
|
if retry_count == 1:
|
||||||
# First attempt: Add a gentle prompt to the conversation
|
# First attempt: Trigger the conversation starter
|
||||||
messages.append(
|
await user_idle.push_frame(UserStoppedSpeakingFrame())
|
||||||
{
|
|
||||||
"role": "system",
|
|
||||||
"content": "The user has been quiet. Politely and briefly ask if they're still there.",
|
|
||||||
}
|
|
||||||
)
|
|
||||||
await user_idle.push_frame(LLMMessagesFrame(messages))
|
|
||||||
return True
|
return True
|
||||||
elif retry_count == 2:
|
elif retry_count == 2:
|
||||||
# Second attempt: More direct prompt
|
# Second attempt: More direct prompt
|
||||||
@@ -87,13 +120,16 @@ async def run_bot(webrtc_connection: SmallWebRTCConnection, _: argparse.Namespac
|
|||||||
await task.queue_frame(EndFrame())
|
await task.queue_frame(EndFrame())
|
||||||
return False
|
return False
|
||||||
|
|
||||||
user_idle = UserIdleProcessor(callback=handle_user_idle, timeout=5.0)
|
user_idle = UserIdleProcessor(callback=handle_user_idle, timeout=4.0)
|
||||||
|
|
||||||
|
conversation_starter = ConversationStarterProcessor(message="This is a default message.")
|
||||||
|
|
||||||
pipeline = Pipeline(
|
pipeline = Pipeline(
|
||||||
[
|
[
|
||||||
transport.input(), # Transport user input
|
transport.input(), # Transport user input
|
||||||
stt,
|
stt,
|
||||||
user_idle, # Idle user check-in
|
user_idle, # Idle user check-in
|
||||||
|
conversation_starter,
|
||||||
context_aggregator.user(),
|
context_aggregator.user(),
|
||||||
llm, # LLM
|
llm, # LLM
|
||||||
tts, # TTS
|
tts, # TTS
|
||||||
|
|||||||
Reference in New Issue
Block a user