Files
pipecat/examples/fast-chatbot/bot_runner.py
2024-07-01 11:49:31 +00:00

165 lines
5.5 KiB
Python

#
# Copyright (c) 2024, Daily
#
# SPDX-License-Identifier: BSD 2-Clause License
#
import os
import argparse
import subprocess
from pydantic import BaseModel, ValidationError
from typing import Optional
from pipecat.transports.services.helpers.daily_rest import DailyRESTHelper, DailyRoomObject, DailyRoomProperties, DailyRoomParams
from fastapi import FastAPI, Request, HTTPException
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import JSONResponse
from bot import BotSettings
from dotenv import load_dotenv
load_dotenv(override=True)
# ------------ Configuration ------------ #
MAX_SESSION_TIME = 5 * 60 # 5 minutes
REQUIRED_ENV_VARS = ['DAILY_API_URL', 'DAILY_API_KEY', 'DEEPGRAM_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, Cerebrium for GPU hosting, Llama 3 (8-B version) LLM, and Deepgram for speech-to-text and text-to-speech. You are hosted on the east coast of the United States. 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 ----------------- #
app = FastAPI()
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"]
)
# ----------------- Main ----------------- #
@app.post("/start_bot")
async def start_bot(request: Request) -> JSONResponse:
runner_settings = RunnerSettings()
try:
request_body = await request.body()
if len(request_body) > 0:
runner_settings = RunnerSettings.model_validate_json(request_body)
except ValidationError as e:
raise HTTPException(
status_code=400,
detail=f"Invalid request: {e}")
except Exception as e:
# If no data in request, pass
pass
# Is this a webhook creation request?
if runner_settings.test is not None:
return JSONResponse({"test": True})
# Use specified room URL, or create a new one if not specified
room_url = os.getenv("DAILY_SAMPLE_ROOM_URL", "")
if not room_url:
params = DailyRoomParams(
properties=DailyRoomProperties()
)
try:
room: DailyRoomObject = daily_rest_helper.create_room(params=params)
except Exception as e:
raise HTTPException(
status_code=500,
detail=f"Unable to provision room {e}")
else:
# 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)
subprocess.Popen(
[f"python3 -m bot -s '{bot_settings_str}'"],
shell=True,
bufsize=1,
cwd=os.path.dirname(os.path.abspath(__file__)))
except Exception as e:
raise HTTPException(
status_code=500, detail=f"Failed to start subprocess: {e}")
# Grab a token for the user to join with
user_token = daily_rest_helper.get_token(room.url, MAX_SESSION_TIME)
return JSONResponse({
"room_url": room.url,
"token": user_token,
})
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}.")
parser = argparse.ArgumentParser(description="Pipecat Bot Runner")
parser.add_argument("--host", type=str,
default=os.getenv("HOST", "0.0.0.0"), help="Host address")
parser.add_argument("--port", type=int,
default=os.getenv("PORT", 7860), help="Port number")
parser.add_argument("--reload", action="store_true",
default=True, help="Reload code on change")
config = parser.parse_args()
try:
import uvicorn
uvicorn.run(
"bot_runner:app",
host=config.host,
port=config.port,
reload=config.reload
)
except KeyboardInterrupt:
print("Pipecat runner shutting down...")