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@ -3,6 +3,10 @@ from typing import Any, cast
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from uuid import uuid4
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from pydantic import BaseModel, Field
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from typing import Annotated, TypeAlias, cast
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from uuid import uuid4
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from pydantic import Discriminator, Field, Tag
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from core.helper import encrypter
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@ -20,6 +24,7 @@ from .segments import (
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ObjectSegment,
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Segment,
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StringSegment,
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get_segment_discriminator,
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)
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from .types import SegmentType
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@ -27,6 +32,10 @@ from .types import SegmentType
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class Variable(Segment):
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"""
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A variable is a segment that has a name.
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It is mainly used to store segments and their selector in VariablePool.
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Note: this class is abstract, you should use subclasses of this class instead.
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"""
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id: str = Field(
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@ -122,3 +131,26 @@ class RAGPipelineVariable(BaseModel):
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class RAGPipelineVariableInput(BaseModel):
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variable: RAGPipelineVariable
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value: Any
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# The `VariableUnion`` type is used to enable serialization and deserialization with Pydantic.
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# Use `Variable` for type hinting when serialization is not required.
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#
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# Note:
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# - All variants in `VariableUnion` must inherit from the `Variable` class.
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# - The union must include all non-abstract subclasses of `Segment`, except:
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VariableUnion: TypeAlias = Annotated[
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(
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Annotated[NoneVariable, Tag(SegmentType.NONE)]
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| Annotated[StringVariable, Tag(SegmentType.STRING)]
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| Annotated[FloatVariable, Tag(SegmentType.FLOAT)]
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| Annotated[IntegerVariable, Tag(SegmentType.INTEGER)]
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| Annotated[ObjectVariable, Tag(SegmentType.OBJECT)]
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| Annotated[FileVariable, Tag(SegmentType.FILE)]
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| Annotated[ArrayAnyVariable, Tag(SegmentType.ARRAY_ANY)]
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| Annotated[ArrayStringVariable, Tag(SegmentType.ARRAY_STRING)]
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| Annotated[ArrayNumberVariable, Tag(SegmentType.ARRAY_NUMBER)]
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| Annotated[ArrayObjectVariable, Tag(SegmentType.ARRAY_OBJECT)]
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| Annotated[ArrayFileVariable, Tag(SegmentType.ARRAY_FILE)]
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| Annotated[SecretVariable, Tag(SegmentType.SECRET)]
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),
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Discriminator(get_segment_discriminator),
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]
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