cognee/examples/python/simple_node_set_example.py
Vasilije bb7eaa017b
feat: Group DataPoints into NodeSets (#680)
<!-- .github/pull_request_template.md -->

## Description
<!-- Provide a clear description of the changes in this PR -->

## DCO Affirmation
I affirm that all code in every commit of this pull request conforms to
the terms of the Topoteretes Developer Certificate of Origin.

---------

Co-authored-by: lxobr <122801072+lxobr@users.noreply.github.com>
Co-authored-by: Boris <boris@topoteretes.com>
Co-authored-by: Boris Arzentar <borisarzentar@gmail.com>
2025-04-19 20:21:04 +02:00

44 lines
1.2 KiB
Python

import os
import asyncio
import cognee
from cognee.api.v1.visualize.visualize import visualize_graph
from cognee.shared.logging_utils import get_logger, ERROR
text_a = """
AI is revolutionizing financial services through intelligent fraud detection
and automated customer service platforms.
"""
text_b = """
Advances in AI are enabling smarter systems that learn and adapt over time.
"""
text_c = """
MedTech startups have seen significant growth in recent years, driven by innovation
in digital health and medical devices.
"""
node_set_a = ["AI", "FinTech"]
node_set_b = ["AI"]
node_set_c = ["MedTech"]
async def main():
await cognee.prune.prune_data()
await cognee.prune.prune_system(metadata=True)
await cognee.add(text_a, node_set=node_set_a)
await cognee.add(text_b, node_set=node_set_b)
await cognee.add(text_c, node_set=node_set_c)
await cognee.cognify()
visualization_path = os.path.join(
os.path.dirname(__file__), "./.artifacts/graph_visualization.html"
)
await visualize_graph(visualization_path)
if __name__ == "__main__":
logger = get_logger(level=ERROR)
loop = asyncio.new_event_loop()
asyncio.run(main())