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https://github.com/NicolasBohn/NexQuant.git
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XianBW
51 lines
1.1 KiB
Python
51 lines
1.1 KiB
Python
"""
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The output of a agent is very important.
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We think this part can be shared.
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"""
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import json
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import re
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from abc import abstractclassmethod
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from typing import Any
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from rdagent.utils.agent.tpl import T
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class AgentOut:
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json_mode: bool = False # To get the output, is json_mode required.
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@abstractclassmethod
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def get_spec(cls, **context: Any) -> str:
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raise NotImplementedError(f"Please implement the `get_spec` method")
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@classmethod
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def extract_output(cls, resp: str) -> Any:
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raise resp
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class PythonAgentOut(AgentOut):
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@classmethod
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def get_spec(cls):
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return T(".tpl:PythonAgentOut").r()
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@classmethod
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def extract_output(cls, resp: str):
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match = re.search(r".*```[Pp]ython\n(.*)\n```.*", resp, re.DOTALL)
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if match:
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code = match.group(1)
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return code
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return resp
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class BatchEditOut(AgentOut):
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json_mode: bool = True
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@classmethod
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def get_spec(cls, with_del=True):
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return T(".tpl:BatchEditOut").r(with_del=with_del)
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@classmethod
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def extract_output(cls, resp: str):
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return json.loads(resp)
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