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experimental[patch]: Flatten relationships in LLM graph transformer (#19642)

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Tomaz Bratanic 2024-03-28 03:35:34 +01:00 committed by GitHub
parent 36abb5dd41
commit b04e663426
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1 changed files with 14 additions and 4 deletions
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18
libs/experimental/langchain_experimental/graph_transformers/llm.py
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@ -112,8 +112,18 @@ def create_simple_model(
class SimpleRelationship(BaseModel): class SimpleRelationship(BaseModel):
"""Represents a directed relationship between two nodes in a graph.""" """Represents a directed relationship between two nodes in a graph."""
source: SimpleNode = Field(description="The source node of the relationship.") source_node_id: str = Field(
target: SimpleNode = Field(description="The target node of the relationship.") description="Name or human-readable unique identifier of source node"
)
source_node_type: str = optional_enum_field(
node_labels, description="The type or label of the source node."
)
target_node_id: str = Field(
description="Name or human-readable unique identifier of target node"
)
target_node_type: str = optional_enum_field(
node_labels, description="The type or label of the target node."
)
type: str = optional_enum_field( type: str = optional_enum_field(
rel_types, description="The type of the relationship.", is_rel=True rel_types, description="The type of the relationship.", is_rel=True
) )
@ -136,8 +146,8 @@ def map_to_base_node(node: Any) -> Node:
def map_to_base_relationship(rel: Any) -> Relationship: def map_to_base_relationship(rel: Any) -> Relationship:
"""Map the SimpleRelationship to the base Relationship.""" """Map the SimpleRelationship to the base Relationship."""
source = map_to_base_node(rel.source) source = Node(id=rel.source_node_id.title(), type=rel.source_node_type.capitalize())
target = map_to_base_node(rel.target) target = Node(id=rel.target_node_id.title(), type=rel.target_node_type.capitalize())
return Relationship( return Relationship(
source=source, target=target, type=rel.type.replace(" ", "_").upper() source=source, target=target, type=rel.type.replace(" ", "_").upper()
) )