cognee/examples/guides/temporal_cognify.py
2026-01-15 16:20:48 +01:00

57 lines
1.4 KiB
Python

import asyncio
import cognee
async def main():
text = """
In 1998 the project launched. In 2001 version 1.0 shipped. In 2004 the team merged
with another group. In 2010 support for v1 ended.
"""
await cognee.add(text, dataset_name="timeline_demo")
await cognee.cognify(datasets=["timeline_demo"], temporal_cognify=True)
from cognee.api.v1.search import SearchType
# Before / after queries
result = await cognee.search(
query_type=SearchType.TEMPORAL, query_text="What happened before 2000?", top_k=10
)
assert result != []
result = await cognee.search(
query_type=SearchType.TEMPORAL, query_text="What happened after 2010?", top_k=10
)
assert result != []
# Between queries
result = await cognee.search(
query_type=SearchType.TEMPORAL, query_text="Events between 2001 and 2004", top_k=10
)
assert result != []
# Scoped descriptions
result = await cognee.search(
query_type=SearchType.TEMPORAL,
query_text="Key project milestones between 1998 and 2010",
top_k=10,
)
assert result != []
result = await cognee.search(
query_type=SearchType.TEMPORAL,
query_text="What happened after 2004?",
datasets=["timeline_demo"],
top_k=10,
)
assert result != []
if __name__ == "__main__":
asyncio.run(main())