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46 lines
1.7 KiB
Python
46 lines
1.7 KiB
Python
from typing import List, Union, Optional
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from cognee.infrastructure.engine import DataPoint
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from cognee.infrastructure.engine.models.Edge import Edge
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from cognee.modules.data.processing.document_types import Document
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from cognee.modules.engine.models import Entity
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from cognee.tasks.temporal_graph.models import Event
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class DocumentChunk(DataPoint):
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"""
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Represents a chunk of text from a document with associated metadata.
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Public methods include:
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- No public methods defined in the provided code.
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Instance variables include:
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- text: The textual content of the chunk.
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- chunk_size: The size of the chunk.
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- chunk_index: The index of the chunk in the original document.
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- cut_type: The type of cut that defined this chunk.
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- is_part_of: The document to which this chunk belongs.
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- contains: A list of entities or events contained within the chunk (default is None).
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- document_id: Flat string id of the source document, for reference rendering.
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- document_name: Display name (basename) of the source document, for reference rendering.
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- metadata: A dictionary to hold meta information related to the chunk, including index
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fields.
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"""
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text: str
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chunk_size: int
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chunk_index: int
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cut_type: str
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is_part_of: Document
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contains: List[Union[Entity, Event, tuple[Edge, Entity]]] = None
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importance_weight: Optional[float] = 0.5
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document_id: Optional[str] = None
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document_name: Optional[str] = None
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# Optional truth-alignment fields; never embedded (kept out of index_fields)
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# and not part of id/dedup.
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truth_alignment: Optional[list[float]] = None
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truth_epoch: Optional[int] = None
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metadata: dict = {"index_fields": ["text"]}
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