Package com.tnsai.prompt.aot

Class AtomSynthesizer

java.lang.Object

com.tnsai.prompt.aot.AtomSynthesizer

public class AtomSynthesizer
extends Object

Synthesizes atom solutions into a final coherent answer.

AtomSynthesizer combines the solutions from multiple atoms, weighing them by confidence and resolving any conflicts.

Usage

 AtomSynthesizer synthesizer = new AtomSynthesizer(llmClient);

 AotResult result = synthesizer.synthesize(
     "What is the total cost including tax?",
     solvedAtoms
 );

 System.out.println("Answer: " + result.getAnswer());
 System.out.println("Confidence: " + result.getConfidence());
 System.out.println("Reasoning: " + result.getReasoning());
 

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static enum	AtomSynthesizer.SynthesisStrategy	Synthesis strategies.

Constructor Summary

Constructors

Constructor	Description
AtomSynthesizer(com.tnsai.llm.LLMClient llmClient)	Creates an AtomSynthesizer with default settings.
AtomSynthesizer(com.tnsai.llm.LLMClient llmClient, AtomSynthesizer.SynthesisStrategy strategy, float minConfidenceThreshold)	Creates an AtomSynthesizer with custom settings.

Method Summary

Modifier and Type	Method	Description
AotResult	synthesize(String originalQuestion, List<Atom> atoms)	Synthesizes atom solutions into a final result.

Methods inherited from class java.lang.Object

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

Constructor Details

AtomSynthesizer

public AtomSynthesizer(com.tnsai.llm.LLMClient llmClient)

Creates an AtomSynthesizer with default settings.

AtomSynthesizer

public AtomSynthesizer(com.tnsai.llm.LLMClient llmClient,
 AtomSynthesizer.SynthesisStrategy strategy,
 float minConfidenceThreshold)

Creates an AtomSynthesizer with custom settings.

Parameters:

llmClient - LLM client for synthesis

strategy - synthesis strategy

minConfidenceThreshold - minimum confidence to include atom

Method Details

synthesize

public AotResult synthesize(String originalQuestion,
 List<Atom> atoms)

Synthesizes atom solutions into a final result.

Parameters:

originalQuestion - the original question

atoms - solved atoms

Returns:

synthesized result