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Merge pull request #795 from pipecat-ai/vp-nvidia-riva
[WIP] add nvidia riva
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build~=1.2.1 | ||
grpcio-tools~=1.62.2 | ||
grpcio-tools~=1.65.4 | ||
pip-tools~=7.4.1 | ||
pyright~=1.1.376 | ||
pytest~=8.3.2 | ||
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# | ||
# Copyright (c) 2024, Daily | ||
# | ||
# SPDX-License-Identifier: BSD 2-Clause License | ||
# | ||
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import asyncio | ||
import aiohttp | ||
import os | ||
import sys | ||
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from pipecat.frames.frames import EndFrame, TTSSpeakFrame | ||
from pipecat.pipeline.pipeline import Pipeline | ||
from pipecat.pipeline.task import PipelineTask | ||
from pipecat.pipeline.runner import PipelineRunner | ||
from pipecat.services.riva import FastpitchTTSService | ||
from pipecat.transports.services.daily import DailyParams, DailyTransport | ||
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from runner import configure | ||
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from loguru import logger | ||
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from dotenv import load_dotenv | ||
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load_dotenv(override=True) | ||
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logger.remove(0) | ||
logger.add(sys.stderr, level="DEBUG") | ||
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async def main(): | ||
async with aiohttp.ClientSession() as session: | ||
(room_url, _) = await configure(session) | ||
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transport = DailyTransport( | ||
room_url, None, "Say One Thing", DailyParams(audio_out_enabled=True) | ||
) | ||
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tts = FastpitchTTSService(api_key=os.getenv("NVIDIA_API_KEY")) | ||
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runner = PipelineRunner() | ||
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task = PipelineTask(Pipeline([tts, transport.output()])) | ||
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# Register an event handler so we can play the audio when the | ||
# participant joins. | ||
@transport.event_handler("on_first_participant_joined") | ||
async def on_first_participant_joined(transport, participant): | ||
participant_name = participant.get("info", {}).get("userName", "") | ||
await task.queue_frames([TTSSpeakFrame(f"Aloha, {participant_name}!"), EndFrame()]) | ||
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await runner.run(task) | ||
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if __name__ == "__main__": | ||
asyncio.run(main()) |
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# | ||
# Copyright (c) 2024, Daily | ||
# | ||
# SPDX-License-Identifier: BSD 2-Clause License | ||
# | ||
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import asyncio | ||
import os | ||
import sys | ||
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import aiohttp | ||
from dotenv import load_dotenv | ||
from loguru import logger | ||
from runner import configure | ||
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from pipecat.audio.vad.silero import SileroVADAnalyzer | ||
from pipecat.frames.frames import LLMMessagesFrame | ||
from pipecat.pipeline.pipeline import Pipeline | ||
from pipecat.pipeline.runner import PipelineRunner | ||
from pipecat.pipeline.task import PipelineParams, PipelineTask | ||
from pipecat.processors.aggregators.openai_llm_context import OpenAILLMContext | ||
from pipecat.services.nim import NimLLMService | ||
from pipecat.services.riva import FastpitchTTSService, ParakeetSTTService | ||
from pipecat.transports.services.daily import DailyParams, DailyTransport | ||
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load_dotenv(override=True) | ||
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logger.remove(0) | ||
logger.add(sys.stderr, level="DEBUG") | ||
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async def main(): | ||
async with aiohttp.ClientSession() as session: | ||
(room_url, _) = await configure(session) | ||
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transport = DailyTransport( | ||
room_url, | ||
None, | ||
"Respond bot", | ||
DailyParams( | ||
audio_out_enabled=True, | ||
vad_enabled=True, | ||
vad_analyzer=SileroVADAnalyzer(), | ||
vad_audio_passthrough=True, | ||
), | ||
) | ||
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stt = ParakeetSTTService(api_key=os.getenv("NVIDIA_API_KEY")) | ||
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llm = NimLLMService( | ||
api_key=os.getenv("NVIDIA_API_KEY"), model="meta/llama-3.1-405b-instruct" | ||
) | ||
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tts = FastpitchTTSService(api_key=os.getenv("NVIDIA_API_KEY")) | ||
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messages = [ | ||
{ | ||
"role": "system", | ||
"content": "You are a helpful LLM in a WebRTC call. Your goal is to demonstrate your capabilities in a succinct way. Your output will be converted to audio so don't include special characters in your answers. Respond to what the user said in a creative and helpful way.", | ||
}, | ||
] | ||
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context = OpenAILLMContext(messages) | ||
context_aggregator = llm.create_context_aggregator(context) | ||
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pipeline = Pipeline( | ||
[ | ||
transport.input(), # Transport user input | ||
stt, # STT | ||
context_aggregator.user(), # User responses | ||
llm, # LLM | ||
tts, # TTS | ||
transport.output(), # Transport bot output | ||
context_aggregator.assistant(), # Assistant spoken responses | ||
] | ||
) | ||
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task = PipelineTask(pipeline, PipelineParams(allow_interruptions=True)) | ||
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@transport.event_handler("on_first_participant_joined") | ||
async def on_first_participant_joined(transport, participant): | ||
# Kick off the conversation. | ||
messages.append({"role": "system", "content": "Please introduce yourself to the user."}) | ||
await task.queue_frames([LLMMessagesFrame(messages)]) | ||
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runner = PipelineRunner() | ||
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await runner.run(task) | ||
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if __name__ == "__main__": | ||
asyncio.run(main()) |
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