Community Detection
Automatically cluster related entities into communities.
Ryumem uses the Louvain algorithm to cluster related entities into communities. Each community gets an LLM-generated summary describing the common theme and relationships.
Documentation Index
Fetch the complete documentation index at: /llms.txt
Use this file to discover all available pages before exploring further.
Automatically cluster related entities into communities.
# Detect communities periodically
num_communities = ryumem.update_communities("user_123")
print(f"Created {num_communities} communities")
# Fine-tune clustering
num_communities = ryumem.update_communities(
"user_123",
resolution=1.5, # Higher = more fine-grained communities
min_community_size=3, # Minimum entities per community
)