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microsoft--semantic-kernel/python/semantic_kernel/contents/reasoning_content.py
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Python

# Copyright (c) Microsoft. All rights reserved.
"""Reasoning content model."""
from html import unescape
from typing import ClassVar, Literal, TypeVar
from xml.etree.ElementTree import Element # nosec
from pydantic import Field
from semantic_kernel.contents.const import REASONING_CONTENT_TAG, ContentTypes
from semantic_kernel.contents.kernel_content import KernelContent
from semantic_kernel.exceptions.content_exceptions import ContentInitializationError
_T = TypeVar("_T", bound="ReasoningContent")
class ReasoningContent(KernelContent):
"""Represents reasoning content.
Exposes a human-readable reasoning ``text``. Any provider-specific fields (for example: ids, encrypted blobs,
statuses, token info) must be carried in ``metadata`` on the base ``KernelContent``.
Attributes:
content_type: Literal identifying this instance as reasoning content.
tag: XML tag name used when serializing to/from XML.
text: The reasoning text to surface to callers.
Methods:
__str__: Return the reasoning text.
to_element: Serialize to an XML Element using ``tag`` and ``text``.
from_element: Deserialize from an XML Element into a ReasoningContent.
to_dict: Serialize to a dict suitable for message payloads.
"""
content_type: Literal[ContentTypes.REASONING_CONTENT] = Field(ContentTypes.REASONING_CONTENT, init=False)
tag: ClassVar[str] = REASONING_CONTENT_TAG
text: str | None = None
def __str__(self) -> str:
"""Return the text of the reasoning content."""
return self.text or ""
def to_element(self) -> Element:
"""Convert the instance to an XML Element."""
element = Element(self.tag)
element.text = self.text
return element
@classmethod
def from_element(cls: type[_T], element: Element) -> _T:
"""Create an instance from an XML Element."""
if element.tag != cls.tag:
raise ContentInitializationError(f"Element tag is not {cls.tag}") # pragma: no cover
return cls(text=unescape(element.text) if element.text else "")
def to_dict(self) -> dict[str, str]:
"""Convert the instance to a dictionary suitable for message serialization."""
return {"type": "reasoning", "text": self.text or ""}