Package com.tnsai.reasoning.got

Class GraphOfThoughtsExecutor

java.lang.Object

com.tnsai.reasoning.got.GraphOfThoughtsExecutor

public final class GraphOfThoughtsExecutor
extends Object

Graph of Thoughts (GoT) executor for complex problem solving.

Extension of Tree of Thoughts that allows cycles and merging of thought branches. Better for problems where partial solutions can be combined.

Usage

 GraphOfThoughtsExecutor got = GraphOfThoughtsExecutor.builder()
     .llm(client)
     .evaluator(BranchEvaluator.llm(client))
     .operations(List.of(GoTOperation.GENERATE, GoTOperation.AGGREGATE, GoTOperation.REFINE))
     .maxNodes(20)
     .build();

 GoTResult result = got.explore("Design a database schema for e-commerce");
 System.out.println(result.getBestThought());
 System.out.println(result.aggregatedInsight());
 

Research Reference

"Graph of Thoughts" (Besta et al., 2023)

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	GraphOfThoughtsExecutor.Builder

Method Summary

Modifier and Type	Method	Description
static GraphOfThoughtsExecutor.Builder	builder()
GoTResult	explore(String problem)	Explores the problem space using Graph of Thoughts.

Methods inherited from class java.lang.Object

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

Method Details

explore

public GoTResult explore(String problem)

Explores the problem space using Graph of Thoughts.

builder

public static GraphOfThoughtsExecutor.Builder builder()