75 lines
2.3 KiB
Python
75 lines
2.3 KiB
Python
import importlib
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import os
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import json
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import logging
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import inspect
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from abc import ABC, abstractmethod
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from tools.base_tool import BaseTool
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class BaseTelegramInferenceBot(ABC):
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def __init__(self):
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self.conversation_history = {}
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self.processing_status = {}
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self.system_prompt = self.load_system_prompt()
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self.tools, self.functions = self.load_functions()
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@staticmethod
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def load_system_prompt():
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with open("prompts/developer_prompt.txt", "r") as file:
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return file.read().strip()
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@staticmethod
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def load_functions():
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tools = []
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tools_dir = os.path.join(os.path.dirname(__file__), 'tools')
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for filename in os.listdir(tools_dir):
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if filename.endswith('.py') and filename != '__init__.py' and filename != 'base_tool.py':
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module_name = f'tools.{filename[:-3]}'
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module = importlib.import_module(module_name)
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for name, obj in inspect.getmembers(module):
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if inspect.isclass(obj) and issubclass(obj, BaseTool) and obj != BaseTool:
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tools.append(obj())
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# Collect all function definitions
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functions = []
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for tool in tools:
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functions.extend(tool.get_functions())
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return tools, functions
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@abstractmethod
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def get_chat_response(self, messages):
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pass
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@abstractmethod
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async def handle_message(self, user_id, user_message):
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pass
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def clear_conversation(self, user_id):
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if user_id in self.conversation_history:
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del self.conversation_history[user_id]
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for tool in self.tools:
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tool.clear()
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def call_tool(self, function_call_name, function_call_arguments):
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function_name = function_call_name
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function_args = json.loads(function_call_arguments if function_call_arguments is not None else "{}")
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for tool in self.tools:
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if function_name in [f["name"] for f in tool.get_functions()]:
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return tool.execute(function_name, **function_args)
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@abstractmethod
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async def start(self):
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pass
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@abstractmethod
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async def clear(self, user_id):
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pass
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@abstractmethod
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async def status(self):
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pass
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@abstractmethod
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async def abort_processing(self, user_id):
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pass |