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pipecat/khk/sqs-runner/sqs-runner.py
Kwindla Hultman Kramer 85d80d8e0b a couple of comments
2024-07-21 08:06:59 -07:00

160 lines
5.2 KiB
Python

#
# requires AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY environment variables
#
import boto3
import json
import subprocess
import signal
import os
import time
from pydantic import BaseModel, ValidationError
from typing import Optional
from bot import BotSettings
from pipecat.transports.services.helpers.daily_rest import DailyRESTHelper, DailyRoomObject, DailyRoomProperties, DailyRoomParams
from dotenv import load_dotenv
load_dotenv(override=True)
# SQS queue URL
QUEUE_URL = 'https://sqs.us-west-2.amazonaws.com/955740203061/khk-sqs-launch-day-demos'
# The program to be spawned
SUBPROCESS_PROGRAM = 'your_subprocess_program.py'
# ------------ Configuration ------------ #
MAX_SESSION_TIME = 5 * 60 # 5 minutes
REQUIRED_ENV_VARS = ['DAILY_API_KEY', 'CARTESIA_API_KEY']
daily_rest_helper = DailyRESTHelper(
os.getenv("DAILY_API_KEY", ""),
os.getenv("DAILY_API_URL", 'https://api.daily.co/v1'))
class RunnerSettings(BaseModel):
prompt: Optional[
str] = "You are a fast, low-latency chatbot. Your goal is to demonstrate voice-driven AI capabilities at human-like speeds. The technology powering you is Daily for transport, Groq for AI inference, Llama 3 (70-B version) LLM, and Deepgram for speech-to-text and text-to-speech. You are running on servers in Oregon. Respond to what the user said in a creative and helpful way, but keep responses short and legible. Ensure responses contain only words. Check again that you have not included special characters other than '?' or '!'."
deepgram_voice: Optional[str] = os.getenv("DEEPGRAM_VOICE")
openai_model: Optional[str] = os.getenv("OPENAI_MODEL", "gpt-4o")
openai_api_key: Optional[str] = os.getenv("OPENAI_API_KEY")
test: Optional[bool] = None
# ----------------- API ----------------- #
def setup_sqs():
"""Set up the SQS client."""
return boto3.client(
'sqs',
region_name='us-west-2',
# use an iam user instead of role because passing a role into an eks pod requires
# adding an add-on and we don't want to change the eks cluster configuration if we
# can avoid it
aws_access_key_id=os.environ.get('AWS_ACCESS_KEY_ID'),
aws_secret_access_key=os.environ.get('AWS_SECRET_ACCESS_KEY')
)
def receive_message(sqs):
"""Receive a message from the SQS queue."""
response = sqs.receive_message(
QueueUrl=QUEUE_URL,
MaxNumberOfMessages=1,
WaitTimeSeconds=20 # Long polling
)
messages = response.get('Messages', [])
if messages:
return messages[0]
return None
def delete_message(sqs, receipt_handle):
"""Delete a message from the queue after processing."""
sqs.delete_message(
QueueUrl=QUEUE_URL,
ReceiptHandle=receipt_handle
)
def run_bot(room_url):
runner_settings = RunnerSettings()
# Check passed room URL exists, we should assume that it already has a sip set up
try:
room: DailyRoomObject = daily_rest_helper.get_room_from_url(room_url)
except Exception:
raise HTTPException(
status_code=500, detail=f"Room not found: {room_url}")
# Give the agent a token to join the session
token = daily_rest_helper.get_token(room.url, MAX_SESSION_TIME)
if not room or not token:
raise HTTPException(
status_code=500, detail=f"Failed to get token for room: {room_url}")
# Spawn a new agent, and join the user session
try:
bot_settings = BotSettings(
room_url=room.url,
room_token=token,
prompt=runner_settings.prompt,
deepgram_voice=runner_settings.deepgram_voice,
openai_model=runner_settings.openai_model,
openai_api_key=runner_settings.openai_api_key,
)
bot_settings_str = bot_settings.model_dump_json(exclude_none=True)
process = subprocess.Popen(
[f"python3 -m bot -s '{bot_settings_str}'"],
shell=True,
bufsize=1,
cwd=os.path.dirname(os.path.abspath(__file__)))
start_time = time.time()
while time.time() - start_time < (MAX_SESSION_TIME + 10):
if process.poll() is not None:
# process has finished
print("BOT EXITED BEFORE TIMEOUT")
return
time.sleep(1)
# process did not exit. need to kill -9 it
print("KILLING BOT PROCESS")
os.kill(process.pid, signal.SIGKILL)
except Exception as e:
raise HTTPException(
status_code=500, detail=f"Failed to start subprocess: {e}")
def main():
print("sqs-runner.py - started.")
sqs = setup_sqs()
while True:
print("sqs-runner.py - polling")
message = receive_message(sqs)
if message:
delete_message(sqs, message['ReceiptHandle'])
message_body = json.loads(message['Body'])
print(f"Received message. {message_body}")
run_bot(message_body['url'])
if __name__ == "__main__":
# Check environment variables
for env_var in REQUIRED_ENV_VARS:
if env_var not in os.environ:
raise Exception(f"Missing environment variable: {env_var}.")
try:
main()
except KeyboardInterrupt:
print("Pipecat runner shutting down...")