wehub-resource-sync
51 lines
2.5 KiB
Python
51 lines
2.5 KiB
Python
# Copyright (c) Microsoft. All rights reserved.
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from semantic_kernel.contents.reasoning_content import ReasoningContent
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from semantic_kernel.contents.streaming_content_mixin import StreamingContentMixin
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from semantic_kernel.exceptions import ContentAdditionException
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class StreamingReasoningContent(StreamingContentMixin, ReasoningContent):
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"""This represents streaming reasoning response content.
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Args:
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choice_index: int - The index of the choice that generated this response.
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inner_content: Optional[Any] - The inner content of the response,
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this should hold all the information from the response so even
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when not creating a subclass a developer can leverage the full thing.
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ai_model_id: Optional[str] - The id of the AI model that generated this response.
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metadata: Dict[str, Any] - Any metadata that should be attached to the response.
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text: Optional[str] - The reasoning text of the response.
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Methods:
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__str__: Returns the text of the response.
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__bytes__: Returns the content of the response encoded as UTF-8.
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__add__: Combines two StreamingReasoningContent instances.
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"""
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def __bytes__(self) -> bytes:
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"""Return the content of the response encoded as UTF-8."""
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return self.text.encode("utf-8") if self.text else b""
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def __add__(self, other: ReasoningContent) -> "StreamingReasoningContent":
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"""When combining two StreamingReasoningContent instances, the text fields are combined.
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The addition should follow these rules:
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1. The inner_content of the two will be combined. If they are not lists, they will be converted to lists.
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2. ai_model_id should be the same.
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3. choice_index should be the same.
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4. Metadata will be combined.
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"""
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if isinstance(other, StreamingReasoningContent) and self.choice_index != other.choice_index:
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raise ContentAdditionException("Cannot add StreamingReasoningContent with different choice_index")
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if self.ai_model_id != other.ai_model_id:
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raise ContentAdditionException("Cannot add StreamingReasoningContent from different ai_model_id")
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return StreamingReasoningContent(
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choice_index=self.choice_index,
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inner_content=self._merge_inner_contents(other.inner_content),
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ai_model_id=self.ai_model_id,
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metadata={**self.metadata, **(other.metadata or {})},
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text=(self.text or "") + (other.text or ""),
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)
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