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46 lines
1.4 KiB
Python
46 lines
1.4 KiB
Python
import asyncio
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from os import path
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import cognee
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from cognee import visualize_graph
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from cognee.memify_pipelines.consolidate_entity_descriptions import (
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consolidate_entity_descriptions_pipeline,
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)
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custom_prompt = """
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Extract only people and cities as entities.
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Connect people to cities with the relationship "lives_in".
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Ignore all other entities.
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"""
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graph_visualization_path_before_enrichment = path.join(
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path.dirname(__file__), ".artifacts", "before_consolidate_enrichment_entity_descriptions.html"
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)
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graph_visualization_path_after_enrichment = path.join(
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path.dirname(__file__), ".artifacts", "after_consolidate_enrichment_entity_descriptions.html"
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)
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async def main():
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# Prune data and system metadata before running, only if we want "fresh" state.
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await cognee.forget(everything=True)
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await cognee.remember(
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[
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"Alice moved to Paris in 2010, while Bob has always lived in New York.",
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"Andreas was born in Venice, but later settled in Lisbon.",
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"Diana and Tom were born and raised in Helsinki. Diana currently resides in Berlin, while Tom never moved.",
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],
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custom_prompt=custom_prompt,
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self_improvement=False,
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)
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await visualize_graph(graph_visualization_path_before_enrichment)
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await consolidate_entity_descriptions_pipeline()
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await visualize_graph(graph_visualization_path_after_enrichment)
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if __name__ == "__main__":
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asyncio.run(main())
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