Method _extract_content

optillm/leap.py:31–44

Validate a provider response and return its message content. Guards against the empty / None / length-truncated responses that would otherwise raise IndexError/TypeError downstream (e.g. when the content is fed to extract_output or split). Mirrors the response-validation

(self, response, context: str)

        return match.group(1).strip() if match else ""

    def _extract_content(self, response, context: str) -> str:
        """Validate a provider response and return its message content.

        Guards against the empty / None / length-truncated responses that would
        otherwise raise IndexError/TypeError downstream (e.g. when the content
        is fed to extract_output or split). Mirrors the response-validation
        idiom already used in moa/bon/plansearch.
        """
        if (response is None or
                not response.choices or
                response.choices[0].message.content is None or
                response.choices[0].finish_reason == "length"):
            raise Exception(f"LEAP: provider returned an empty, None, or truncated response while {context}")
        return response.choices[0].message.content

    def extract_examples_from_query(self, initial_query: str) -> List[Tuple[str, str]]:
        logger.info("Extracting examples from initial query")