simon824 commented on code in PR #7:
URL:
https://github.com/apache/incubator-hugegraph-ai/pull/7#discussion_r1360006361
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hugegraph-llm/api/src/text2kg/data_to_data.py:
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@@ -0,0 +1,207 @@
+import json
+import re
+import time
+from itertools import groupby
+
+from text2kg.unstructured_data_utils import nodesTextToListOfDict,
nodesschemasTextToListOfDict, \
+ relationshipTextToListOfDict, relationshipschemaTextToListOfDict
+
+
+def generate_system_message_for_nodes() -> str:
+ return """Your task is to identify if there are duplicated nodes and if so
merge them into one nod. Only merge the nodes that refer to the same entity.
+You will be given different datasets of nodes and some of these nodes may be
duplicated or refer to the same entity.
+The datasets contains nodes in the form [ENTITY_ID, TYPE, PROPERTIES]. When
you have completed your task please give me the
+resulting nodes in the same format. Only return the nodes and relationships no
other text. If there is no duplicated nodes return the original nodes.
+
+Here is an example of the input you will be given:
+["Alice", "Person", {"age" : 25, "occupation": "lawyer", "name":"Alice"}],
["Bob", "Person", {"occupation": "journalist", "name": "Bob"}], ["alice.com",
"Webpage", {"url": "www.alice.com"}], ["bob.com", "Webpage", {"url":
"www.bob.com"}]
+"""
+
+
+def generate_system_message_for_relationships() -> str:
+ return """
+Your task is to identify if a set of relationships make sense.
+If they do not make sense please remove them from the dataset.
+Some relationships may be duplicated or refer to the same entity.
+Please merge relationships that refer to the same entity.
+The datasets contains relationships in the form [{"ENTITY_TYPE_1":
"ENTITY_ID_1"}, RELATIONSHIP, {"ENTITY_TYPE_2": "ENTITY_ID_2"}, PROPERTIES].
+You will also be given a set of ENTITY_IDs that are valid.
+Some relationships may use ENTITY_IDs that are not in the valid set but refer
to a entity in the valid set.
+If a relationships refer to a ENTITY_ID in the valid set please change the ID
so it matches the valid ID.
+When you have completed your task please give me the valid relationships in
the same format. Only return the relationships no other text.
+
+Here is an example of the input you will be given:
+[{"Person": "Alice"}, "roommate", {"Person": "bob"}, {"start": 2021}],
[{"Person": "Alice"}, "owns", {"Webpage": "alice.com"}, {}], [{"Person":
"Bob"}, "owns", {"Webpage": "bob.com"}, {}]
+"""
+
+
+def generate_system_message_for_nodesSchemas() -> str:
Review Comment:
We need unified Naming Style
- Class names should follow the CamelCase naming style, with the first
letter capitalized. Private classes can be prefixed with an underscore.
- Function names should be all lowercase. If there are multiple words, they
should be separated by underscores.
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.idea/vcs.xml:
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Review Comment:
don't need commit this directory `.idea`
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