Class ChunkQualityAssessment

Namespace

LMKit.Retrieval.ChunkQuality

Assembly

LM-Kit.NET.dll

The outcome of gating one chunk: the recommended Decision, the estimated semantic value Score, the diagnostic Issues, the normalized EmbeddingText to embed when the chunk is kept, and the raw Signals behind the decision.

public sealed class ChunkQualityAssessment

Inheritance

object

ChunkQualityAssessment

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.ReferenceEquals(object, object)

object.ToString()

Properties

Decision

The recommended action for this chunk.

EmbeddingText

The normalized text to embed when the chunk is indexed: markup scaffolding stripped, letter-spaced words rejoined, encoding artifacts and over-long non-word tokens removed, whitespace folded. The caller's stored text and chunk addressing are never modified; this string only feeds the embedding model.

Issues

The diagnostic reasons contributing to the decision.

Score

Estimated standalone semantic value in [0, 1]: the degree to which the chunk could answer or match a real semantic query by itself. Values near 1 are information-dense natural text; values near 0 carry no retrievable meaning.

Signals

The raw measurements behind the decision, for logging and tuning.