LightRAG/examples/graph_visual_with_html.py
2024-10-25 13:32:25 +05:30

20 lines
454 B
Python

import networkx as nx
from pyvis.network import Network
import random
# Load the GraphML file
G = nx.read_graphml("./dickens/graph_chunk_entity_relation.graphml")
# Create a Pyvis network
net = Network(notebook=True)
# Convert NetworkX graph to Pyvis network
net.from_nx(G)
# Add colors to nodes
for node in net.nodes:
node["color"] = "#{:06x}".format(random.randint(0, 0xFFFFFF))
# Save and display the network
net.show("knowledge_graph.html")