Files
t6_mem0/embedchain/bots/poe.py
cachho fc633dadeb feat: poe bot (#492)
Co-authored-by: Taranjeet Singh <reachtotj@gmail.com>
2023-08-28 23:47:01 +05:30

80 lines
2.7 KiB
Python

import argparse
import logging
import os
from typing import List, Optional
from fastapi_poe import PoeBot, run
from embedchain.config import QueryConfig
from .base import BaseBot
class EcPoeBot(BaseBot, PoeBot):
def __init__(self):
self.history_length = 5
super().__init__()
async def get_response(self, query):
last_message = query.query[-1].content
try:
history = (
[f"{m.role}: {m.content}" for m in query.query[-(self.history_length + 1) : -1]]
if len(query.query) > 0
else None
)
except Exception as e:
logging.error(f"Error when processing the chat history. Message is being sent without history. Error: {e}")
logging.warning(history)
answer = self.handle_message(last_message, history)
yield self.text_event(answer)
def handle_message(self, message, history: Optional[List[str]] = None):
if message.startswith("/add "):
response = self.add_data(message)
else:
response = self.ask_bot(message, history)
return response
def add_data(self, message):
data = message.split(" ")[-1]
try:
self.add(data)
response = f"Added data from: {data}"
except Exception:
logging.exception(f"Failed to add data {data}.")
response = "Some error occurred while adding data."
return response
def ask_bot(self, message, history: List[str]):
try:
config = QueryConfig(history=history)
response = self.query(message, config)
except Exception:
logging.exception(f"Failed to query {message}.")
response = "An error occurred. Please try again!"
return response
def start_command():
parser = argparse.ArgumentParser(description="EmbedChain PoeBot command line interface")
# parser.add_argument("--host", default="0.0.0.0", help="Host IP to bind")
parser.add_argument("--port", default=8080, type=int, help="Port to bind")
parser.add_argument("--api-key", type=str, help="Poe API key")
# parser.add_argument(
# "--history-length",
# default=5,
# type=int,
# help="Set the max size of the chat history. Multiplies cost, but improves conversation awareness.",
# )
args = parser.parse_args()
# FIXME: Arguments are automatically loaded by Poebot's ArgumentParser which causes it to fail.
# the port argument here is also just for show, it actually works because poe has the same argument.
run(EcPoeBot(), api_key=args.api_key or os.environ.get("POE_API_KEY"))
if __name__ == "__main__":
start_command()