Quality Metrics

from flexorch_audit import quality_metrics

text = """
Invoice Date: 2024-01-15
Vendor: Acme GmbH
Total: €12,500.00
IBAN: DE89 3704 0044 0532 0130 00
"""

metrics = quality_metrics(text)
print(metrics)
# {
#   "score": 88,
#   "grade": "A",
#   "noise_ratio": 0.04,
#   "detected_language": "en"
# }

import { qualityMetrics } from '@flexorch/audit';

const metrics = await qualityMetrics(text);
console.log(metrics.grade);        // "A"
console.log(metrics.noiseRatio);   // 0.04

from flexorch_audit import noise_ratio

ratio = noise_ratio("### !!! @@@ page 1 of 10 ### !!! ###")
print(ratio)  # 0.82

import { noiseRatio } from '@flexorch/audit';

const ratio = noiseRatio('### !!! @@@ page 1 of 10 ### !!! ###');
console.log(ratio); // 0.82

from flexorch_audit import estimate_tokens

count = estimate_tokens(text)
print(count)  # 142

import { estimateTokens } from '@flexorch/audit';

const count = estimateTokens(text);
console.log(count); // 142