Update dataset card

README.md

@@ -1,154 +1,22 @@
 ---
 license: etalab-2.0
 language:
-- fr
+  - fr
 tags:
-- legal
-- french-law
-- embeddings
-- legifrance
-- mistral
+  - legal
+  - french-law
+  - embeddings
+  - legifrance
+  - mistral
 size_categories:
-- 1K<n<10K
-dataset_info:
-  features:
-  - name: chunk_text
-    dtype: string
-  - name: embedding
-    list: float32
-    length: 1024
-  - name: id_legifrance
-    dtype: string
-  - name: code_name
-    dtype: string
-  - name: chunk_index
-    dtype: int32
-  - name: start_position
-    dtype: int32
-  - name: end_position
-    dtype: int32
-  - name: code
-    dtype: string
-  - name: num
-    dtype: string
-  - name: etat
-    dtype: string
-  - name: fullSectionsTitre
-    dtype: string
-  - name: article_id_legifrance
-    dtype: string
-  - name: article_code
-    dtype: string
-  - name: article_num
-    dtype: string
-  - name: article_cid
-    dtype: string
-  - name: article_idEli
-    dtype: string
-  - name: article_idEliAlias
-    dtype: string
-  - name: article_idTexte
-    dtype: string
-  - name: article_cidTexte
-    dtype: string
-  - name: article_texte
-    dtype: string
-  - name: article_texteHtml
-    dtype: string
-  - name: article_nota
-    dtype: string
-  - name: article_notaHtml
-    dtype: string
-  - name: article_surtitre
-    dtype: string
-  - name: article_historique
-    dtype: string
-  - name: article_dateDebut
-    dtype: string
-  - name: article_dateFin
-    dtype: string
-  - name: article_dateDebutExtension
-    dtype: string
-  - name: article_dateFinExtension
-    dtype: string
-  - name: article_etat
-    dtype: string
-  - name: article_type_article
-    dtype: string
-  - name: article_nature
-    dtype: string
-  - name: article_origine
-    dtype: string
-  - name: article_version_article
-    dtype: string
-  - name: article_versionPrecedente
-    dtype: string
-  - name: article_multipleVersions
-    dtype: bool
-  - name: article_sectionParentId
-    dtype: string
-  - name: article_sectionParentCid
-    dtype: string
-  - name: article_sectionParentTitre
-    dtype: string
-  - name: article_fullSectionsTitre
-    dtype: string
-  - name: article_ordre
-    dtype: int32
-  - name: article_partie
-    dtype: string
-  - name: article_livre
-    dtype: string
-  - name: article_titre
-    dtype: string
-  - name: article_chapitre
-    dtype: string
-  - name: article_section
-    dtype: string
-  - name: article_sous_section
-    dtype: string
-  - name: article_paragraphe
-    dtype: string
-  - name: article_infosComplementaires
-    dtype: string
-  - name: article_infosComplementairesHtml
-    dtype: string
-  - name: article_conditionDiffere
-    dtype: string
-  - name: article_infosRestructurationBranche
-    dtype: string
-  - name: article_infosRestructurationBrancheHtml
-    dtype: string
-  - name: article_renvoi
-    dtype: string
-  - name: article_comporteLiensSP
-    dtype: bool
-  - name: article_idTechInjection
-    dtype: string
-  - name: article_refInjection
-    dtype: string
-  - name: article_numeroBo
-    dtype: string
-  - name: article_inap
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 12463091
-    num_examples: 1630
-  download_size: 5174173
-  dataset_size: 12463091
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
+  - 10K<n<100K
 ---
 
 # Open Codes
 
 Open dataset of French legal code articles with embeddings.
 
-Chunked articles from 5 French legal codes sourced from
+Chunked articles from French legal codes sourced from
 [Legifrance](https://www.legifrance.gouv.fr/) via the PISTE API,
 with 1024-dimensional embeddings generated by Mistral AI.
 
@@ -161,17 +29,13 @@ legal code article.
 - **License**: [Licence Ouverte / Etalab 2.0](https://www.etalab.gouv.fr/licence-ouverte-open-licence/)
 - **Embeddings**: Mistral AI `mistral-embed` (1024 dimensions)
 - **Update frequency**: Daily (nightly sync at 02:00 UTC, dataset push at 06:00 UTC)
-- **Rows**: ~1,630 chunks from ~1,630 articles
+- **Codes**: Dynamically sourced from `LEX_codes_piste` (active codes only)
+- **Quality**: Dedup + stale-chunk filtering applied before every push
 
 ### Legal codes included
 
-| Code ID | Name |
-|---------|------|
-| `LEGITEXT000006070633` | Code general des collectivites territoriales |
-| `LEGITEXT000006070162` | Code des communes |
-| `LEGITEXT000006070239` | Code electoral |
-| `LEGITEXT000006074075` | Code de l'urbanisme |
-| `LEGITEXT000006070721` | Code civil |
+The list of legal codes is dynamic and managed in the `LEX_codes_piste` table.
+Adding a new code there (with `actif=true`) automatically includes it in the next sync and export.
 
 ## Schema