Agent Reliability

Agent Reliability

Agent 可靠性框架，解决多步工作流中准确率递减问题。

功能特性

1. 错误率监控

2. 自动回退机制

3. 置信度评估

4. 多 Agent 投票共识

安装

npm install

使用方法

ReliabilityMonitor

const { ReliabilityMonitor } = require('./src');
const monitor = new ReliabilityMonitor({
  errorThreshold: 0.15,
  confidenceThreshold: 0.85,
  historyWindow: 100
});
// 记录执行结果
monitor.record({
  stepId: 'step-1',
  success: true,
  confidence: 0.92,
  duration: 1500
});
// 获取可靠性评分
const score = monitor.getReliabilityScore();
console.log(score); // { overall: 0.87, byStep: {...}, trend: 'improving' }

FallbackManager

const { FallbackManager } = require('./src');
const fallback = new FallbackManager({
  maxRetries: 3,
  backoffStrategy: 'exponential'
});
const result = await fallback.execute(async () => {
  return await riskyOperation();
}, {
  fallback: async () => await safeOperation()
});

VotingConsensus

const { VotingConsensus } = require('./src');
const consensus = new VotingConsensus({
  strategy: 'weighted-majority',
  minAgreement: 0.7
});
consensus.vote('agent-1', { decision: 'approve', confidence: 0.9, weight: 2 });
consensus.vote('agent-2', { decision: 'approve', confidence: 0.8, weight: 1 });
const result = consensus.resolve();
console.log(result); // { decision: 'approve', confidence: 0.87, agreement: 0.75 }

测试

npm test

License

MIT