Package com.tnsai.session.consolidation

Class MemoryConsolidationPipeline

java.lang.Object

com.tnsai.session.consolidation.MemoryConsolidationPipeline

public final class MemoryConsolidationPipeline
extends Object

Automated memory consolidation pipeline.

Orchestrates the transition from short-term conversation memory to long-term knowledge storage. Combines context compaction with knowledge extraction and optional forgetting curves.

Usage

 MemoryConsolidationPipeline pipeline = MemoryConsolidationPipeline.builder()
     .knowledgeExtractor(extractor)
     .contextCompactor(compactor)
     .knowledgeStore(store)
     .forgettingCurve(ForgettingCurve.EXPONENTIAL)
     .build();

 ConsolidationResult result = pipeline.consolidate(session);
 System.out.println("Extracted " + result.knowledgeCount() + " knowledge items");
 

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	MemoryConsolidationPipeline.Builder

Method Summary

Modifier and Type	Method	Description
static MemoryConsolidationPipeline.Builder	builder()
ConsolidationResult	consolidate(AgentSession session)	Consolidates a session's memory.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Method Details

consolidate

public ConsolidationResult consolidate(AgentSession session)

Consolidates a session's memory.

Pipeline steps:

1. Extract knowledge from the session
2. Filter by confidence threshold
3. Apply forgetting curve to older knowledge
4. Store high-value knowledge
5. Compact conversation context if compactor provided

builder

public static MemoryConsolidationPipeline.Builder builder()