cognee/cognee/modules/search/graph/search_cypher.py
2024-05-26 11:46:49 +02:00

27 lines
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875 B
Python

from typing import Union, Dict
import re
import networkx as nx
from pydantic import BaseModel
from cognee.modules.search.llm.extraction.categorize_relevant_category import categorize_relevant_category
from cognee.shared.data_models import GraphDBType
from cognee.infrastructure.databases.graph.config import get_graph_config
graph_config = get_graph_config()
from cognee.infrastructure.databases.vector.config import get_vectordb_config
vector_config = get_vectordb_config()
async def search_cypher(query:str, graph: Union[nx.Graph, any]):
"""
Use a Cypher query to search the graph and return the results.
"""
from cognee.infrastructure import infrastructure_config
if graph_config.graph_engine == GraphDBType.NEO4J:
result = await graph.run(query)
return result
else:
raise ValueError("Unsupported graph engine type.")