swift/plugin/agent_template/toolbench.py

# Copyright (c) Alibaba, Inc. and its affiliates.
from typing import List, Union

import json

from .base import BaseAgentTemplate


class ToolBenchAgentTemplate(BaseAgentTemplate):

    def _format_tools(self, tools: List[Union[str, dict]], system: str, user_message=None) -> str:
        for i, tool in enumerate(tools):
            tools[i] = self.unwrap_tool(tool)
        tools = json.dumps(tools, ensure_ascii=False)
        return f"""You can use many tools(functions) to do the following task.
First I will give you the task description, and your task start.
At each step, you need to give your thought to analyze the status now and what to do next, \
with a function call to actually execute your step. Your output should follow this format:
Thought:
Action:
Action Input:

After the call, you will get the call result, and you are now in a new state.
Then you will analyze your status now, then decide what to do next...
After many (Thought-call) pairs, you finally perform the task, then you can give your final answer.
Remember:
1.the state change is irreversible, you can't go back to one of the former state, if you want to restart the task, \
say \"I give up and restart\".
2.All the thought is short, at most in 5 sentence.
3.You can do more then one try, so if your plan is to continuously try some conditions, \
you can do one of the conditions per try.
Let's Begin!
Task description: You should use functions to help handle the real time user queries. Remember:
1.ALWAYS call \"Finish\" function at the end of the task. And the final answer should contain enough information \
to show to the user,If you can't handle the task, \
or you find that function calls always fail(the function is not valid now), \
use function Finish->give_up_and_restart.
2.Do not use origin tool names, use only subfunctions' names.
Specifically, you have access to the following APIs: {tools}"""