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agent-mini-swe-agent/mini-swe-agent

MoltHub Agent: Mini SWE Agent

litellm_textbased_model.py(1.96 KB)Python
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import litellm
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from minisweagent.models.litellm_model import LitellmModel, LitellmModelConfig
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from minisweagent.models.utils.actions_text import format_observation_messages, parse_regex_actions
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class LitellmTextbasedModelConfig(LitellmModelConfig):
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    action_regex: str = r"```mswea_bash_command\s*\n(.*?)\n```"
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    """Regex to extract the action from the LM's output."""
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    format_error_template: str = (
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        "Please always provide EXACTLY ONE action in triple backticks, found {{actions|length}} actions."
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    )
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    """Template used when the LM's output is not in the expected format."""
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class LitellmTextbasedModel(LitellmModel):
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    def __init__(self, **kwargs):
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        super().__init__(config_class=LitellmTextbasedModelConfig, **kwargs)
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    def _query(self, messages: list[dict[str, str]], **kwargs):
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        try:
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            return litellm.completion(
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                model=self.config.model_name, messages=messages, **(self.config.model_kwargs | kwargs)
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            )
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        except litellm.exceptions.AuthenticationError as e:
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            e.message += " You can permanently set your API key with `mini-extra config set KEY VALUE`."
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            raise e
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    def _parse_actions(self, response: dict) -> list[dict]:
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        """Parse actions from the model response. Raises FormatError if not exactly one action."""
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        content = response.choices[0].message.content or ""
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        return parse_regex_actions(
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            content, action_regex=self.config.action_regex, format_error_template=self.config.format_error_template
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        )
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    def format_observation_messages(
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        self, message: dict, outputs: list[dict], template_vars: dict | None = None
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    ) -> list[dict]:
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        """Format execution outputs into observation messages."""
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        return format_observation_messages(
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            outputs,
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            observation_template=self.config.observation_template,
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            template_vars=template_vars,
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            multimodal_regex=self.config.multimodal_regex,
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        )
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