ai-on-wechat/plugins/tool/tool.py

import json
import os

from chatgpt_tool_hub.apps import AppFactory
from chatgpt_tool_hub.apps.app import App
from chatgpt_tool_hub.tools.all_tool_list import get_all_tool_names

import plugins
from bridge.bridge import Bridge
from bridge.context import ContextType
from bridge.reply import Reply, ReplyType
from common import const
from config import conf
from plugins import *


@plugins.register(
    name="tool",
    desc="Arming your ChatGPT bot with various tools",
    version="0.4",
    author="goldfishh",
    desire_priority=0,
)
class Tool(Plugin):
    def __init__(self):
        super().__init__()
        self.handlers[Event.ON_HANDLE_CONTEXT] = self.on_handle_context

        self.app = self._reset_app()

        logger.info("[tool] inited")

    def get_help_text(self, verbose=False, **kwargs):
        help_text = "这是一个能让chatgpt联网，搜索，数字运算的插件，将赋予强大且丰富的扩展能力。"
        trigger_prefix = conf().get("plugin_trigger_prefix", "$")
        if not verbose:
            return help_text
        help_text += "\n使用说明：\n"
        help_text += f"{trigger_prefix}tool " + "命令: 根据给出的{命令}使用一些可用工具尽力为你得到结果。\n"
        help_text += f"{trigger_prefix}tool reset: 重置工具。\n\n"
        help_text += f"已加载工具列表: \n"
        for idx, tool in enumerate(self.app.get_tool_list()):
            if idx != 0:
                help_text += ", "
            help_text += f"{tool}"
        return help_text

    def on_handle_context(self, e_context: EventContext):
        if e_context["context"].type != ContextType.TEXT:
            return

        # 暂时不支持未来扩展的bot
        if Bridge().get_bot_type("chat") not in (
            const.CHATGPT,
            const.OPEN_AI,
            const.CHATGPTONAZURE,
            const.LINKAI,
        ):
            return

        content = e_context["context"].content
        content_list = e_context["context"].content.split(maxsplit=1)

        if not content or len(content_list) < 1:
            e_context.action = EventAction.CONTINUE
            return

        logger.debug("[tool] on_handle_context. content: %s" % content)
        reply = Reply()
        reply.type = ReplyType.TEXT
        trigger_prefix = conf().get("plugin_trigger_prefix", "$")
        # todo: 有些工具必须要api-key，需要修改config文件，所以这里没有实现query增删tool的功能
        if content.startswith(f"{trigger_prefix}tool"):
            if len(content_list) == 1:
                logger.debug("[tool]: get help")
                reply.content = self.get_help_text()
                e_context["reply"] = reply
                e_context.action = EventAction.BREAK_PASS
                return
            elif len(content_list) > 1:
                if content_list[1].strip() == "reset":
                    logger.debug("[tool]: reset config")
                    self.app = self._reset_app()
                    reply.content = "重置工具成功"
                    e_context["reply"] = reply
                    e_context.action = EventAction.BREAK_PASS
                    return
                elif content_list[1].startswith("reset"):
                    logger.debug("[tool]: remind")
                    e_context["context"].content = "请你随机用一种聊天风格，提醒用户：如果想重置tool插件，reset之后不要加任何字符"

                    e_context.action = EventAction.BREAK
                    return

                query = content_list[1].strip()

                # Don't modify bot name
                all_sessions = Bridge().get_bot("chat").sessions
                user_session = all_sessions.session_query(query, e_context["context"]["session_id"]).messages

                # chatgpt-tool-hub will reply you with many tools
                logger.debug("[tool]: just-go")
                try:
                    _reply = self.app.ask(query, user_session)
                    e_context.action = EventAction.BREAK_PASS
                    all_sessions.session_reply(_reply, e_context["context"]["session_id"])
                except Exception as e:
                    logger.exception(e)
                    logger.error(str(e))

                    e_context["context"].content = "请你随机用一种聊天风格，提醒用户：这个问题tool插件暂时无法处理"
                    reply.type = ReplyType.ERROR
                    e_context.action = EventAction.BREAK
                    return

                reply.content = _reply
                e_context["reply"] = reply
        return

    def _read_json(self) -> dict:
        default_config = {"tools": [], "kwargs": {}}
        return super().load_config() or default_config

    def _build_tool_kwargs(self, kwargs: dict):
        tool_model_name = kwargs.get("model_name")
        request_timeout = kwargs.get("request_timeout")

        return {
            "debug": kwargs.get("debug", False),
            "openai_api_key": conf().get("open_ai_api_key", ""),
            "open_ai_api_base": conf().get("open_ai_api_base", "https://api.openai.com/v1"),
            "deployment_id": conf().get("azure_deployment_id", ""),
            "proxy": conf().get("proxy", ""),
            "request_timeout": request_timeout if request_timeout else conf().get("request_timeout", 120),
            # note: 目前tool暂未对其他模型测试，但这里仍对配置来源做了优先级区分，一般插件配置可覆盖全局配置
            "model_name": tool_model_name if tool_model_name else conf().get("model", "gpt-3.5-turbo"),
            "no_default": kwargs.get("no_default", False),
            "top_k_results": kwargs.get("top_k_results", 3),
            # for news tool
            "news_api_key": kwargs.get("news_api_key", ""),
            # for bing-search tool
            "bing_subscription_key": kwargs.get("bing_subscription_key", ""),
            # for google-search tool
            "google_api_key": kwargs.get("google_api_key", ""),
            "google_cse_id": kwargs.get("google_cse_id", ""),
            # for searxng-search tool
            "searx_search_host": kwargs.get("searx_search_host", ""),
            # for wolfram-alpha tool
            "wolfram_alpha_appid": kwargs.get("wolfram_alpha_appid", ""),
            # for morning-news tool
            "morning_news_api_key": kwargs.get("morning_news_api_key", ""),
            # for visual_dl tool
            "cuda_device": kwargs.get("cuda_device", "cpu"),
            "think_depth": kwargs.get("think_depth", 3),
            "arxiv_summary": kwargs.get("arxiv_summary", True),
            "morning_news_use_llm": kwargs.get("morning_news_use_llm", False),
        }

    def _filter_tool_list(self, tool_list: list):
        valid_list = []
        for tool in tool_list:
            if tool in get_all_tool_names():
                valid_list.append(tool)
            else:
                logger.warning("[tool] filter invalid tool: " + repr(tool))
        return valid_list

    def _reset_app(self) -> App:
        tool_config = self._read_json()
        app_kwargs = self._build_tool_kwargs(tool_config.get("kwargs", {}))

        app = AppFactory()
        app.init_env(**app_kwargs)

        # filter not support tool
        tool_list = self._filter_tool_list(tool_config.get("tools", []))

        return app.create_app(tools_list=tool_list, **app_kwargs)