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20 changes: 11 additions & 9 deletions cognee/tasks/temporal_awareness/index_graphiti_objects.py
Original file line number Diff line number Diff line change
Expand Up @@ -20,20 +20,23 @@ async def index_and_transform_graphiti_nodes_and_edges():
logger.error("Failed to initialize engines: %s", e)
raise RuntimeError("Initialization error") from e

await graph_engine.query("""MATCH (n) SET n.id = n.uuid RETURN n""")
await graph_engine.query("""MATCH (n) SET n.id = n.uuid RETURN n""", params={})
await graph_engine.query(
"""MATCH (source)-[r]->(target) SET r.source_node_id = source.id,
r.target_node_id = target.id,
r.relationship_name = type(r) RETURN r"""
r.relationship_name = type(r) RETURN r""",
params={},
)
await graph_engine.query(
"""MATCH (n) SET n.text = COALESCE(n.summary, n.content) RETURN n""", params={}
)
await graph_engine.query("""MATCH (n) SET n.text = COALESCE(n.summary, n.content) RETURN n""")

nodes_data, edges_data = await graph_engine.get_model_independent_graph_data()
nodes_data, edges_data = await graph_engine.get_graph_data()

for node_data in nodes_data[0]["nodes"]:
for node_id, node_data in nodes_data:
graphiti_node = GraphitiNode(
**{key: node_data[key] for key in ("content", "name", "summary") if key in node_data},
id=node_data.get("uuid"),
id=node_id,
)

data_point_type = type(graphiti_node)
Expand All @@ -58,9 +61,8 @@ async def index_and_transform_graphiti_nodes_and_edges():
await vector_engine.index_data_points(index_name, field_name, indexable_points)

edge_types = Counter(
edge[1][1]
for edge in edges_data[0]["elements"]
if isinstance(edge, list) and len(edge) == 3
edge[2] # The edge key (relationship name) is at index 2
for edge in edges_data
)

for text, count in edge_types.items():
Expand Down
6 changes: 5 additions & 1 deletion examples/python/graphiti_example.py
Original file line number Diff line number Diff line change
Expand Up @@ -14,6 +14,7 @@
from cognee.modules.retrieval.graph_completion_retriever import GraphCompletionRetriever
from cognee.infrastructure.llm.prompts import read_query_prompt, render_prompt
from cognee.infrastructure.llm.get_llm_client import get_llm_client
from cognee.modules.users.methods import get_default_user

text_list = [
"Kamala Harris is the Attorney General of California. She was previously "
Expand All @@ -27,14 +28,17 @@ async def main():
await cognee.prune.prune_system(metadata=True)
await create_relational_db_and_tables()

# Initialize default user
user = await get_default_user()

for text in text_list:
await cognee.add(text)

tasks = [
Task(build_graph_with_temporal_awareness, text_list=text_list),
]

pipeline = run_tasks(tasks)
pipeline = run_tasks(tasks, user=user)

async for result in pipeline:
print(result)
Expand Down
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