Module cluster_manager 

Semantic Cluster Manager — online k-means-style document clustering over embeddings.

Manages semantic embedding clusters, assigns documents to clusters, updates centroids incrementally via exponential moving average, and detects cluster drift over time.

Structs

BatchCluster

A cluster produced by batch k-means.

BatchClusterConfig

Configuration for batch k-means clustering.

BatchClusterManagerStats

Aggregate statistics for BatchSemanticClusterManager.

BatchSemanticClusterManager

Batch k-means semantic cluster manager.

ClusterAssignment

Assignment of a document to a cluster.

ClusterManagerConfig

Configuration for SemanticClusterManager.

ClusterManagerStats

Aggregate statistics over all clusters managed by SemanticClusterManager.

SemanticCluster

A single semantic cluster with a centroid maintained via incremental updates.

SemanticClusterManager

Online k-means-style semantic cluster manager.

Functions

euclidean_distance

Compute Euclidean distance between two vectors of equal length.

vec_mean

Compute element-wise mean of a set of vectors.