res_dict["tags"] = [tag.name for tag in result.tags]
            if result.text is not None:
                res_dict["text"] = [line.content for line in result.text.lines]
        else:
            error_details = sdk.ImageAnalysisErrorDetails.from_result(result)
            raise RuntimeError(
                f"Image analysis failed.\n"
                f"Reason: {error_details.reason}\n"
                f"Details: {error_details.message}"
            )
        return res_dict
    def _format_image_analysis_result(self, image_analysis_result: Dict) -> str:
        formatted_result = []
        if "caption" in image_analysis_result:
            formatted_result.append("Caption: " + image_analysis_result["caption"])
        if (
            "objects" in image_analysis_result
            and len(image_analysis_result["objects"]) > 0
        ):
            formatted_result.append(
                "Objects: " + ", ".join(image_analysis_result["objects"])
            )
        if "tags" in image_analysis_result and len(image_analysis_result["tags"]) > 0:
            formatted_result.append("Tags: " + ", ".join(image_analysis_result["tags"]))
        if "text" in image_analysis_result and len(image_analysis_result["text"]) > 0:
            formatted_result.append("Text: " + ", ".join(image_analysis_result["text"]))
        return "\n".join(formatted_result)
    def _run(
        self,
        query: str,
        run_manager: Optional[CallbackManagerForToolRun] = None,
    ) -> str:
        """Use the tool."""
        try:
            image_analysis_result = self._image_analysis(query)
            if not image_analysis_result:
                return "No good image analysis result was found"