<｜begin▁of▁sentence｜>### Instruction:
As an architect tasked with designing a collaborative workspace for a high-energy physics research center, you have been provided with a detailed network diagram of the theory collaborations within the team, stored in a gml file named "hep-th.gml." 

Using the async_fluid function in the Community Discovery Library (cdlib) API, you are required to divide the research center's team into two distinct communities based on their collaborative interactions. Your final design should incorporate the identified communities to help foster innovation and productivity within the research center.
### Response:
from cdlib import algorithms
import networkx as nx

# Load the high-energy theory collaborations graph
G = nx.read_gml('hep-th.gml')

# Apply the Fluid Communities algorithm to find 2 communities
coms = algorithms.async_fluid(G, k=2)

# Output the communities
print(coms)
<|EOT|>
