Dynamic schema

Code Example

from Docs2KG.kg.dynamic_schema import DynamicSchema
from Docs2KG.utils.constants import DATA_OUTPUT_DIR

if __name__ == "__main__":
    """
    1. From the generated KG, how can we do the schema merge?
        - You can hook this into the neo4j after the KG is loaded
    2. Human in the loop for the schema merge
    """
    kg_json_file = (
        DATA_OUTPUT_DIR / "Excellent_Example_Report.pdf" / "kg" / "triplets_kg.json"
    )
    dynamic_schema = DynamicSchema(kg_json_file=kg_json_file)
    dynamic_schema.schema_extraction()
    dynamic_schema.schema_freq_merge()
    dynamic_schema.schema_similarity_merge()
    dynamic_schema.human_in_the_loop_input()