Quality and Routing

import { QualityValidator } from '@cascadeflow/core';

const validator = new QualityValidator({
  minConfidence: 0.7,
  minWordCount: 10,
  useLogprobs: true,
  fallbackToHeuristic: true,
  strictMode: false,
  useAlignmentScoring: true,
  minAlignmentScore: 0.15,
});

npm install @cascadeflow/ml @huggingface/transformers

const agent = new CascadeAgent({
  models,
  quality: {
    useSemanticValidation: true,
    semanticThreshold: 0.5,
  },
});

import { SemanticQualityChecker } from '@cascadeflow/core';

const checker = new SemanticQualityChecker();
if (await checker.isAvailable()) {
  const result = await checker.checkSimilarity(query, response);
  console.log(result.similarity, result.passed);
}

import { CascadeAgent, Domain } from '@cascadeflow/core';

const agent = new CascadeAgent({
  models,
  domainConfigs: {
    [Domain.MATH]: {
      drafter: 'gpt-4o-mini',
      verifier: 'gpt-4o',
      threshold: 0.85,
    },
  },
  enableDomainDetection: true,
});

const result = await agent.run('Handle this request', {
  userTier: 'premium',
  workflow: 'support',
  tenantId: 'tenant-123',
  channel: 'web',
  kpiFlags: { priority: 'high' },
});