Files
pipecat/examples/foundational/12-describe-video.py
2024-04-10 17:43:44 -07:00

86 lines
2.8 KiB
Python

import asyncio
import aiohttp
import logging
import os
from typing import AsyncGenerator
from dailyai.pipeline.aggregators import FrameProcessor, UserResponseAggregator, VisionImageFrameAggregator
from dailyai.pipeline.frames import Frame, TextFrame, UserImageRequestFrame
from dailyai.pipeline.pipeline import Pipeline
from dailyai.services.elevenlabs_ai_service import ElevenLabsTTSService
from dailyai.services.moondream_ai_service import MoondreamService
from dailyai.transports.daily_transport import DailyTransport
from runner import configure
from dotenv import load_dotenv
load_dotenv(override=True)
logging.basicConfig(format=f"%(levelno)s %(asctime)s %(message)s")
logger = logging.getLogger("dailyai")
logger.setLevel(logging.DEBUG)
class UserImageRequester(FrameProcessor):
participant_id: str
def set_participant_id(self, participant_id: str):
self.participant_id = participant_id
async def process_frame(self, frame: Frame) -> AsyncGenerator[Frame, None]:
if self.participant_id and isinstance(frame, TextFrame):
yield UserImageRequestFrame(self.participant_id)
yield frame
async def main(room_url: str, token):
async with aiohttp.ClientSession() as session:
transport = DailyTransport(
room_url,
token,
"Describe participant video",
duration_minutes=5,
mic_enabled=True,
mic_sample_rate=16000,
vad_enabled=True,
start_transcription=True,
video_rendering_enabled=True
)
tts = ElevenLabsTTSService(
aiohttp_session=session,
api_key=os.getenv("ELEVENLABS_API_KEY"),
voice_id=os.getenv("ELEVENLABS_VOICE_ID"),
)
user_response = UserResponseAggregator()
image_requester = UserImageRequester()
vision_aggregator = VisionImageFrameAggregator()
# If you run into weird description, try with use_cpu=True
moondream = MoondreamService()
tts = ElevenLabsTTSService(
aiohttp_session=session,
api_key=os.getenv("ELEVENLABS_API_KEY"),
voice_id=os.getenv("ELEVENLABS_VOICE_ID"),
)
@transport.event_handler("on_first_other_participant_joined")
async def on_first_other_participant_joined(transport, participant):
await transport.say("Hi there! Feel free to ask me what I see.", tts)
transport.render_participant_video(participant["id"], framerate=0)
image_requester.set_participant_id(participant["id"])
pipeline = Pipeline([user_response, image_requester, vision_aggregator, moondream, tts])
await transport.run(pipeline)
if __name__ == "__main__":
(url, token) = configure()
asyncio.run(main(url, token))