Files
breakpilot-compliance/admin-compliance/lib/sdk/drafting-engine/__tests__/intent-classifier.test.ts
Benjamin Boenisch 4435e7ea0a Initial commit: breakpilot-compliance - Compliance SDK Platform
Services: Admin-Compliance, Backend-Compliance,
AI-Compliance-SDK, Consent-SDK, Developer-Portal,
PCA-Platform, DSMS

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-11 23:47:28 +01:00

154 lines
5.7 KiB
TypeScript

import { IntentClassifier } from '../intent-classifier'
describe('IntentClassifier', () => {
const classifier = new IntentClassifier()
describe('classify - Draft mode', () => {
it.each([
['Erstelle ein VVT fuer unseren Hauptprozess', 'draft'],
['Generiere eine TOM-Dokumentation', 'draft'],
['Schreibe eine Datenschutzerklaerung', 'draft'],
['Verfasse einen Entwurf fuer das Loeschkonzept', 'draft'],
['Create a DSFA document', 'draft'],
['Draft a privacy policy for us', 'draft'],
['Neues VVT anlegen', 'draft'],
])('"%s" should classify as %s', (input, expectedMode) => {
const result = classifier.classify(input)
expect(result.mode).toBe(expectedMode)
expect(result.confidence).toBeGreaterThan(0.7)
})
})
describe('classify - Validate mode', () => {
it.each([
['Pruefe die Konsistenz meiner Dokumente', 'validate'],
['Ist mein VVT korrekt?', 'validate'],
['Validiere die TOM gegen das VVT', 'validate'],
['Check die Vollstaendigkeit', 'validate'],
['Stimmt das mit der DSFA ueberein?', 'validate'],
['Cross-Check VVT und TOM', 'validate'],
])('"%s" should classify as %s', (input, expectedMode) => {
const result = classifier.classify(input)
expect(result.mode).toBe(expectedMode)
expect(result.confidence).toBeGreaterThan(0.7)
})
})
describe('classify - Ask mode', () => {
it.each([
['Was fehlt noch in meinem Profil?', 'ask'],
['Zeige mir die Luecken', 'ask'],
['Welche Dokumente fehlen noch?', 'ask'],
['Was ist der naechste Schritt?', 'ask'],
['Welche Informationen brauche ich noch?', 'ask'],
])('"%s" should classify as %s', (input, expectedMode) => {
const result = classifier.classify(input)
expect(result.mode).toBe(expectedMode)
expect(result.confidence).toBeGreaterThan(0.6)
})
})
describe('classify - Explain mode (fallback)', () => {
it.each([
['Was ist DSGVO?', 'explain'],
['Erklaere mir Art. 30', 'explain'],
['Hallo', 'explain'],
['Danke fuer die Hilfe', 'explain'],
])('"%s" should classify as %s (fallback)', (input, expectedMode) => {
const result = classifier.classify(input)
expect(result.mode).toBe(expectedMode)
})
})
describe('classify - confidence thresholds', () => {
it('should have high confidence for clear draft intents', () => {
const result = classifier.classify('Erstelle ein neues VVT')
expect(result.confidence).toBeGreaterThanOrEqual(0.85)
})
it('should have lower confidence for ambiguous inputs', () => {
const result = classifier.classify('Hallo')
expect(result.confidence).toBeLessThan(0.6)
})
it('should boost confidence with document type detection', () => {
const withDoc = classifier.classify('Erstelle VVT')
const withoutDoc = classifier.classify('Erstelle etwas')
expect(withDoc.confidence).toBeGreaterThanOrEqual(withoutDoc.confidence)
})
it('should boost confidence with multiple pattern matches', () => {
const single = classifier.classify('Erstelle Dokument')
const multi = classifier.classify('Erstelle und generiere ein neues Dokument')
expect(multi.confidence).toBeGreaterThanOrEqual(single.confidence)
})
})
describe('detectDocumentType', () => {
it.each([
['VVT erstellen', 'vvt'],
['Verarbeitungsverzeichnis', 'vvt'],
['Art. 30 Dokumentation', 'vvt'],
['TOM definieren', 'tom'],
['technisch organisatorische Massnahmen', 'tom'],
['Art. 32 Massnahmen', 'tom'],
['DSFA durchfuehren', 'dsfa'],
['Datenschutz-Folgenabschaetzung', 'dsfa'],
['Art. 35 Pruefung', 'dsfa'],
['DPIA erstellen', 'dsfa'],
['Datenschutzerklaerung', 'dsi'],
['Privacy Policy', 'dsi'],
['Art. 13 Information', 'dsi'],
['Loeschfristen definieren', 'lf'],
['Loeschkonzept erstellen', 'lf'],
['Retention Policy', 'lf'],
['Auftragsverarbeitung', 'av_vertrag'],
['AVV erstellen', 'av_vertrag'],
['Art. 28 Vertrag', 'av_vertrag'],
['Einwilligung einholen', 'einwilligung'],
['Consent Management', 'einwilligung'],
['Cookie Banner', 'einwilligung'],
])('"%s" should detect document type %s', (input, expectedType) => {
const result = classifier.detectDocumentType(input)
expect(result).toBe(expectedType)
})
it('should return undefined for unrecognized types', () => {
expect(classifier.detectDocumentType('Hallo Welt')).toBeUndefined()
expect(classifier.detectDocumentType('Was kostet das?')).toBeUndefined()
})
})
describe('classify - Umlaut handling', () => {
it('should handle German umlauts correctly', () => {
// With actual umlauts (ä, ö, ü)
const result1 = classifier.classify('Prüfe die Vollständigkeit')
expect(result1.mode).toBe('validate')
// With ae/oe/ue substitution
const result2 = classifier.classify('Pruefe die Vollstaendigkeit')
expect(result2.mode).toBe('validate')
})
it('should handle ß correctly', () => {
const result = classifier.classify('Schließe Lücken')
// Should still detect via normalized patterns
expect(result).toBeDefined()
})
})
describe('classify - combined mode + document type', () => {
it('should detect both mode and document type', () => {
const result = classifier.classify('Erstelle ein VVT fuer unsere Firma')
expect(result.mode).toBe('draft')
expect(result.detectedDocumentType).toBe('vvt')
})
it('should detect validate + document type', () => {
const result = classifier.classify('Pruefe mein TOM auf Konsistenz')
expect(result.mode).toBe('validate')
expect(result.detectedDocumentType).toBe('tom')
})
})
})