Package com.tnsai.reasoning.causal

Class CausalReasoner

java.lang.Object

com.tnsai.reasoning.causal.CausalReasoner

public final class CausalReasoner
extends Object

Causal reasoning engine for why, what-if, and intervention queries.

Usage

 CausalReasoner reasoner = CausalReasoner.builder()
     .llm(client)
     .causalModel("Sales depend on marketing spend and season")
     .build();

 CausalResult why = reasoner.why("Why did sales drop in Q3?", context);
 CausalResult whatIf = reasoner.whatIf("What if we doubled marketing?", context);
 

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	CausalReasoner.Builder

Method Summary

Modifier and Type	Method	Description
static CausalReasoner.Builder	builder()
CausalResult	intervene(String intervention, Map<String,Object> context)
CausalResult	whatIf(String question, Map<String,Object> context)
CausalResult	why(String question, Map<String,Object> context)

Methods inherited from class java.lang.Object

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

Method Details

why

public CausalResult why(String question,
 Map<String,Object> context)

whatIf

public CausalResult whatIf(String question,
 Map<String,Object> context)

intervene

public CausalResult intervene(String intervention,
 Map<String,Object> context)

builder

public static CausalReasoner.Builder builder()