Merge pull request #64 from bucolucas/add-openai-telegram-bot
Add OpenAI-compatible Telegram inference bot
This commit is contained in:
GitHub
@@ -0,0 +1,211 @@
|
||||
import json
|
||||
import os
|
||||
import importlib
|
||||
import inspect
|
||||
import logging
|
||||
import asyncio
|
||||
from telegram import error as TelegramErrors, Update, __version__ as telegram_version, InlineKeyboardButton, InlineKeyboardMarkup
|
||||
from telegram.ext import Application, CommandHandler, MessageHandler, filters, ContextTypes, CallbackQueryHandler
|
||||
from dotenv import load_dotenv
|
||||
from tools.base_tool import BaseTool
|
||||
from tools.metrics_tool import MetricsTool
|
||||
import openai
|
||||
|
||||
# Load environment variables
|
||||
load_dotenv()
|
||||
|
||||
openai.api_key = os.environ.get("OPENAI_API_KEY")
|
||||
openai.api_base = os.environ.get("OPENAI_API_BASE", "https://api.openai.com/v1")
|
||||
|
||||
# Set up logging to console and file
|
||||
logging.basicConfig(level=logging.WARNING, handlers=[
|
||||
logging.StreamHandler(),
|
||||
logging.FileHandler('logs/output.log', mode='a')
|
||||
])
|
||||
|
||||
# Set up Telegram bot
|
||||
TELEGRAM_BOT_TOKEN = os.getenv('TELEGRAM_BOT_TOKEN')
|
||||
|
||||
# Load system prompt
|
||||
with open("prompts/developer_prompt.txt", "r") as file:
|
||||
system_prompt = file.read().strip()
|
||||
|
||||
# Dictionary to store conversation history for each user
|
||||
conversation_history = {}
|
||||
|
||||
# Dictionary to store processing status for each user
|
||||
processing_status = {}
|
||||
|
||||
# Load tools
|
||||
tools = [MetricsTool()] # Add MetricsTool instance
|
||||
tools_dir = os.path.join(os.path.dirname(__file__), 'tools')
|
||||
for filename in os.listdir(tools_dir):
|
||||
if filename.endswith('.py') and filename not in ['__init__.py', 'base_tool.py', 'metrics_tool.py']:
|
||||
module_name = f'tools.{filename[:-3]}'
|
||||
module = importlib.import_module(module_name)
|
||||
for name, obj in inspect.getmembers(module):
|
||||
if inspect.isclass(obj) and issubclass(obj, BaseTool) and obj != BaseTool:
|
||||
tools.append(obj())
|
||||
|
||||
# Collect all function definitions
|
||||
functions = []
|
||||
for tool in tools:
|
||||
functions.extend(tool.get_functions())
|
||||
|
||||
async def start(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
|
||||
logging.info("Bot started")
|
||||
await update.message.reply_text(
|
||||
"Hello! I'm your AI assistant. How can I help you today? You can send me images and then ask questions about them."
|
||||
)
|
||||
|
||||
async def clear(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
|
||||
user_id = update.effective_user.id
|
||||
if user_id in conversation_history:
|
||||
del conversation_history[user_id]
|
||||
for tool in tools:
|
||||
tool.clear()
|
||||
|
||||
logging.info(f"Cleared conversation history and image for user {user_id}")
|
||||
await update.message.reply_text("Conversation history and image cleared. Let's start fresh!")
|
||||
|
||||
async def update_status_message(context: ContextTypes.DEFAULT_TYPE, chat_id: int, message_id: int, status: str):
|
||||
keyboard = [
|
||||
[InlineKeyboardButton("Abort", callback_data='abort')]
|
||||
]
|
||||
reply_markup = InlineKeyboardMarkup(keyboard)
|
||||
await context.bot.edit_message_text(
|
||||
chat_id=chat_id,
|
||||
message_id=message_id,
|
||||
text=f"Current status: {status}",
|
||||
reply_markup=reply_markup
|
||||
)
|
||||
|
||||
async def handle_message(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
|
||||
try:
|
||||
user_id = update.effective_user.id
|
||||
user_message = update.message.text
|
||||
|
||||
logging.info(f"Message from user {user_id}: {user_message}")
|
||||
|
||||
if user_id not in conversation_history:
|
||||
conversation_history[user_id] = []
|
||||
|
||||
conversation_history[user_id].append({"role": "user", "content": user_message})
|
||||
|
||||
# Send initial status message
|
||||
status_message = await update.message.reply_text("Processing your request...", reply_markup=InlineKeyboardMarkup([[InlineKeyboardButton("Abort", callback_data='abort')]]))
|
||||
processing_status[user_id] = {"processing": True, "message_id": status_message.message_id}
|
||||
|
||||
messages = conversation_history[user_id]
|
||||
|
||||
response = get_chat_response(messages)
|
||||
tool_calls = response.get('tool_calls', [])
|
||||
assistant_message = response.get('content', '')
|
||||
messages.append({"role": "assistant", "content": assistant_message})
|
||||
|
||||
toolUseCount = 0
|
||||
previous_function_name = ""
|
||||
|
||||
while tool_calls and toolUseCount < 50 and processing_status[user_id]["processing"]:
|
||||
tool_use_results = []
|
||||
for tool_call in tool_calls:
|
||||
function_name = tool_call['function']['name']
|
||||
|
||||
if previous_function_name != function_name:
|
||||
await update_status_message(context, update.effective_chat.id, status_message.message_id, f"Using tool: {function_name}")
|
||||
previous_function_name = function_name
|
||||
|
||||
tool_response = call_tool(tool_call['function'])
|
||||
tool_use_results.append({"tool_call_id": tool_call['id'], "role": "tool", "name": function_name, "content": json.dumps(tool_response)})
|
||||
|
||||
messages.extend(tool_use_results)
|
||||
|
||||
response = get_chat_response(messages)
|
||||
tool_calls = response.get('tool_calls', [])
|
||||
assistant_message = response.get('content', '')
|
||||
messages.append({"role": "assistant", "content": assistant_message})
|
||||
|
||||
toolUseCount += 1
|
||||
|
||||
if toolUseCount == 0:
|
||||
conversation_history[user_id].append({"role": "assistant", "content": assistant_message})
|
||||
|
||||
if len(conversation_history[user_id]) > 20:
|
||||
conversation_history[user_id] = conversation_history[user_id][-20:]
|
||||
|
||||
# Remove the status message
|
||||
await context.bot.delete_message(chat_id=update.effective_chat.id, message_id=status_message.message_id)
|
||||
del processing_status[user_id]
|
||||
try:
|
||||
await update.message.reply_text(assistant_message)
|
||||
except TelegramErrors.BadRequest as e:
|
||||
logging.error(f"An error occurred when trying to send a message in telegram: {str(e)}")
|
||||
|
||||
except Exception as e:
|
||||
logging.error(f"An error occurred: {str(e)}")
|
||||
await update.message.reply_text("Sorry, an error occurred while processing your request.")
|
||||
|
||||
def call_tool(function_call):
|
||||
function_name = function_call['name']
|
||||
function_args = json.loads(function_call['arguments'])
|
||||
for tool in tools:
|
||||
if function_name in [f["name"] for f in tool.get_functions()]:
|
||||
return tool.execute(function_name, **function_args)
|
||||
|
||||
def get_chat_response(messages):
|
||||
return get_openai_response(messages)
|
||||
|
||||
def get_openai_response(messages):
|
||||
try:
|
||||
response = openai.ChatCompletion.create(
|
||||
model="gpt-3.5-turbo", # You can change this to your desired model
|
||||
messages=[{"role": "system", "content": system_prompt}] + messages,
|
||||
max_tokens=1000,
|
||||
temperature=0.7,
|
||||
top_p=1,
|
||||
frequency_penalty=0,
|
||||
presence_penalty=0,
|
||||
functions=functions,
|
||||
function_call="auto"
|
||||
)
|
||||
return response['choices'][0]['message']
|
||||
except Exception as e:
|
||||
logging.error(f"An error occurred: {str(e)}")
|
||||
return None
|
||||
|
||||
async def status(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
|
||||
await update.message.reply_text("Currently using gpt-3.5-turbo")
|
||||
|
||||
async def abort_processing(update: Update, context: ContextTypes.DEFAULT_TYPE) -> None:
|
||||
query = update.callback_query
|
||||
await query.answer()
|
||||
|
||||
user_id = query.from_user.id
|
||||
if user_id in processing_status:
|
||||
processing_status[user_id]["processing"] = False
|
||||
await context.bot.edit_message_text(
|
||||
chat_id=query.message.chat_id,
|
||||
message_id=query.message.message_id,
|
||||
text="Processing aborted."
|
||||
)
|
||||
await clear(update, context)
|
||||
else:
|
||||
await query.edit_message_text(text="No active processing to abort.")
|
||||
|
||||
def main() -> None:
|
||||
# Create the Application and pass it your bot's token
|
||||
application = Application.builder().token(TELEGRAM_BOT_TOKEN).build()
|
||||
|
||||
# Add handlers
|
||||
application.add_handler(CommandHandler("start", start))
|
||||
application.add_handler(CommandHandler("clear", clear))
|
||||
application.add_handler(CommandHandler("status", status))
|
||||
application.add_handler(MessageHandler(filters.TEXT & ~filters.COMMAND, handle_message))
|
||||
application.add_handler(CallbackQueryHandler(abort_processing, pattern='^abort$'))
|
||||
|
||||
# Start the Bot
|
||||
logging.info("Bot is running...")
|
||||
application.run_polling()
|
||||
|
||||
if __name__ == '__main__':
|
||||
main()
|
||||
Reference in New Issue
Block a user