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update neo4j extraction prompts in the example #408

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Merged
merged 4 commits into from
Apr 29, 2025
Merged

update neo4j extraction prompts in the example #408

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94ff615
simplify neo4j example
badmonster0 Apr 26, 2025
51ab8f0
Merge branch 'main' into jelly-neo
badmonster0 Apr 27, 2025
b580697
Merge branch 'main' into jelly-neo
badmonster0 Apr 29, 2025
adf91a6
update graph extraction prompts
badmonster0 Apr 29, 2025
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9 changes: 6 additions & 3 deletions examples/docs_to_knowledge_graph/main.py
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Expand Up @@ -13,7 +13,10 @@ class DocumentSummary:

@dataclasses.dataclass
class Relationship:
"""Describe a relationship between two entities."""
"""
Describe a relationship between two entities.
Subject and object should be Core CocoIndex concepts only, should be nouns. For example, `CocoIndex`, `Incremental Processing`, `ETL`, `Data` etc.
"""
subject: str
predicate: str
object: str
Expand Down Expand Up @@ -62,8 +65,8 @@ def docs_to_kg_flow(flow_builder: cocoindex.FlowBuilder, data_scope: cocoindex.D
output_type=list[Relationship],
instruction=(
"Please extract relationships from CocoIndex documents. "
"Focus on concepts and ingnore specific examples. "
"Each relationship should be a tuple of (subject, predicate, object).")))
"Focus on concepts and ignore examples and code. "
)))

with doc["relationships"].row() as relationship:
# relationship between two entities
Expand Down