<｜begin▁of▁sentence｜>### Instruction:
Given the graph of the Les Miserables dataset which can be read from a GML file named lesmis.gml, can you use the spectral clustering algorithm in cdlib to perform community detection with a maximum of 2 communities? And then, can you generate a JSON representation of the community detection object?
### Response:
import networkx as nx
from cdlib import algorithms

# Read the graph from the GML file
G = nx.read_gml('lesmis.gml')

# Perform Spectral Clustering algorithm for Community Detection
coms = algorithms.spectral(G, kmax=2)

# Generate a JSON representation of the community detection algorithm object
coms_json = coms.to_json()

print(coms_json)
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