<｜begin▁of▁sentence｜>### Instruction:
Given the C. elegans neural network Graph, which you can read from a GML file named celegansneural.gml, can you use the agdl function in cdlib to perform community detection by specifying 3 communities and using a neighbor set size of 4 for each cluster? And then, can you convert the output to a JSON format?
### Response:
import networkx as nx
from cdlib import algorithms

# Load the C. elegans neural network graph
g = nx.read_gml('celegansneural.gml')

# Perform AGDL community detection
communities = algorithms.agdl(g, number_communities=3, kc=4)

# Convert communities to JSON
communities_json = communities.to_json()

print(communities_json)
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