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llm4s-docs/org.llm4s/org.llm4s.trace/TraceEvent/RAGOperationCompleted

RAGOperationCompleted

org.llm4s.trace.TraceEvent.RAGOperationCompleted
See theRAGOperationCompleted companion object
final case class RAGOperationCompleted extends TraceEvent

Tracks completion of a RAG operation with full metrics.

Value parameters

duration

Wall-clock duration

embeddingTokens

Optional token count for embedding operations

llmCompletionTokens

Optional completion tokens for LLM operations

llmPromptTokens

Optional prompt tokens for LLM operations

operation

Type: "index", "search", "answer", "evaluate"

totalCostUsd

Optional accumulated cost in USD

Attributes

Companion
object
Graph
Supertypes
trait Serializable
trait Product
trait Equals
trait TraceEvent
class Object
trait Matchable
class Any
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Members list

Value members

Concrete methods

def eventType: String
def toJson: Value
def withDuration(duration: FiniteDuration): RAGOperationCompleted
def withEmbeddingTokens(embeddingTokens: Int): RAGOperationCompleted
def withEmbeddingTokens(embeddingTokens: Option[Int]): RAGOperationCompleted
def withLlmCompletionTokens(llmCompletionTokens: Int): RAGOperationCompleted
def withLlmCompletionTokens(llmCompletionTokens: Option[Int]): RAGOperationCompleted
def withLlmPromptTokens(llmPromptTokens: Int): RAGOperationCompleted
def withLlmPromptTokens(llmPromptTokens: Option[Int]): RAGOperationCompleted
def withOperation(operation: String): RAGOperationCompleted
def withTimestamp(timestamp: Instant): RAGOperationCompleted
def withTotalCostUsd(totalCostUsd: Double): RAGOperationCompleted
def withTotalCostUsd(totalCostUsd: Option[Double]): RAGOperationCompleted

Inherited methods

def productElementNames: Iterator[String]

Attributes

Inherited from:
Product
def productIterator: Iterator[Any]

Attributes

Inherited from:
Product
def span: Option[TraceSpan]

Where this event sits in a trace, when its emitter places it in one (design 4.58): the span it is, that span's parent and when it started; the event's timestamp is its end. None for an event traced on its own. Only TraceEvent.CustomEvent, TraceEvent.TokenUsageRecorded, TraceEvent.ErrorOccurred and TraceEvent.AgentRunEnded carry one.

Where this event sits in a trace, when its emitter places it in one (design 4.58): the span it is, that span's parent and when it started; the event's timestamp is its end. None for an event traced on its own. Only TraceEvent.CustomEvent, TraceEvent.TokenUsageRecorded, TraceEvent.ErrorOccurred and TraceEvent.AgentRunEnded carry one.

Attributes

Inherited from:
TraceEvent
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