Nicolas
c73c62328d
Étape 1 — retire apps/api/src/scripts/bench-tech-step-classifier.ts
(DB-backed, taxonomie ~26 techniques non comparable terme à terme au LLM).
Étape 2 — reconstruit tout dans experiments/llm-tech-step-poc, entièrement
autonome (aucune dépendance Postgres/apps/api) :
- shared/kitchen-action.ts, shared/test-sentences.ts,
shared/benchmark-harness.ts : types, 7 phrases de test et harness de
mesure/affichage désormais partagés par les trois scripts (plus de
recopie manuelle entre fichiers).
- nlp-tech-step-poc.ts : classifieur node-nlp FRAIS (NER + clauses +
classification), entraîné directement sur la taxonomie à 7 catégories du
LLM plutôt que réutiliser TechStepClassifierService — comparaison terme à
terme, et surtout un score de confiance BRUT jamais masqué (contrairement
au repli silencieux sur l'ancre NER de la version production), condition
nécessaire au pipeline hybride. Corpus qui préfère les synonymes mono-mot
("revenir") aux phrases figées, pour ne pas se faire piéger par les
pronoms clitiques français ("faites-les-revenir").
- hybrid-tech-step-poc.ts : NLP toujours en premier (chemin rapide), LLM en
secours si la confiance NLP passe sous NLP_TRUST_THRESHOLD (0.6, tunable)
ou qu'aucune action n'est trouvée — récapitulatif avec colonnes "moteur"
et "confiance NLP" pour observer les bascules.
- llm-tech-step-poc.ts : inchangé fonctionnellement, migré vers les modules
partagés.
- shared/module-entry.ts (isMainModule) : garde chaque script pour que
l'import de ses classes (par hybrid-tech-step-poc.ts) ne déclenche pas
aussi son propre benchmark comme effet de bord.
pnpm bench / bench:nlp / bench:hybrid. README réécrit en conséquence.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2159 lines
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2159 lines
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'@kwsites/file-exists': 1.1.1
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'@kwsites/promise-deferred': 1.1.1
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'@simple-git/args-pathspec': 1.0.3
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'@simple-git/argv-parser': 1.1.1
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debug: 4.4.3
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transitivePeerDependencies:
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- supports-color
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sleep-promise@9.1.0: {}
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slice-ansi@7.1.2:
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dependencies:
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ansi-styles: 6.2.3
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is-fullwidth-code-point: 5.1.0
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slice-ansi@8.0.0:
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dependencies:
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ansi-styles: 6.2.3
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is-fullwidth-code-point: 5.1.0
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source-map@0.6.1:
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optional: true
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ssf@0.11.2:
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dependencies:
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frac: 1.1.2
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stdin-discarder@0.3.2: {}
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stdout-update@4.0.1:
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dependencies:
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ansi-escapes: 6.2.1
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ansi-styles: 6.2.3
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string-width: 7.2.0
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strip-ansi: 7.2.0
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steno@4.0.2: {}
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string-width@4.2.3:
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dependencies:
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emoji-regex: 8.0.0
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is-fullwidth-code-point: 3.0.0
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strip-ansi: 6.0.1
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string-width@7.2.0:
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dependencies:
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emoji-regex: 10.6.0
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get-east-asian-width: 1.6.0
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strip-ansi: 7.2.0
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string-width@8.2.2:
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dependencies:
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get-east-asian-width: 1.6.0
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strip-ansi: 7.2.0
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strip-ansi@6.0.1:
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dependencies:
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ansi-regex: 5.0.1
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strip-ansi@7.2.0:
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dependencies:
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ansi-regex: 6.3.0
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strip-json-comments@2.0.1: {}
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tar@7.5.22:
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dependencies:
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'@isaacs/fs-minipass': 4.0.1
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chownr: 3.0.0
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minipass: 7.1.3
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minizlib: 3.1.0
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yallist: 5.0.0
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tsx@4.23.12:
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dependencies:
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esbuild: 0.28.2
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optionalDependencies:
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fsevents: 2.3.3
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typescript@5.9.3: {}
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undici-types@6.21.0: {}
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universalify@2.0.1: {}
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url-join@4.0.1: {}
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validate-npm-package-name@7.0.2: {}
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which@2.0.2:
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dependencies:
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isexe: 2.0.0
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which@6.0.1:
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|
dependencies:
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isexe: 4.0.0
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wmf@1.0.2: {}
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word@0.3.0: {}
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wrap-ansi@7.0.0:
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dependencies:
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ansi-styles: 4.3.0
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string-width: 4.2.3
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strip-ansi: 6.0.1
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|
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xlsx@0.18.5:
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|
dependencies:
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adler-32: 1.3.1
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cfb: 1.2.2
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|
codepage: 1.15.0
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|
crc-32: 1.2.2
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|
ssf: 0.11.2
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|
wmf: 1.0.2
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|
word: 0.3.0
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|
|
|
y18n@5.0.8: {}
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yallist@5.0.0: {}
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|
|
|
yargs-parser@21.1.1: {}
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|
|
yargs@17.7.3:
|
|
dependencies:
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|
cliui: 8.0.1
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|
escalade: 3.2.0
|
|
get-caller-file: 2.0.5
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|
require-directory: 2.1.1
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|
string-width: 4.2.3
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|
y18n: 5.0.8
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|
yargs-parser: 21.1.1
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|
|
yoctocolors@2.2.0: {}
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|
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zlibjs@0.3.1: {}
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