Commit
•
9911f95
1
Parent(s):
26fff64
Update app.py
Browse files
app.py
CHANGED
|
@@ -18,12 +18,51 @@ def search(question):
|
|
| 18 |
hits = util.semantic_search(q_emb, doc_embeddings, top_k=100, score_function=util.cos_sim)[0]
|
| 19 |
return {docs.loc[h['corpus_id'], 'article'] + '\n\n' + f"- Art. {docs.loc[h['corpus_id'], 'article_no']}, {docs.loc[h['corpus_id'], 'code']}" for h in hits[:5]}
|
| 20 |
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
|
| 24 |
-
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 18 |
hits = util.semantic_search(q_emb, doc_embeddings, top_k=100, score_function=util.cos_sim)[0]
|
| 19 |
return {docs.loc[h['corpus_id'], 'article'] + '\n\n' + f"- Art. {docs.loc[h['corpus_id'], 'article_no']}, {docs.loc[h['corpus_id'], 'code']}" for h in hits[:5]}
|
| 20 |
|
| 21 |
+
title = "Belgian Legislation Search"
|
| 22 |
+
description = "A biencoder model was trained to retrieve relevant statutory articles to legal issues. Ask it a question in French!"
|
| 23 |
+
article = """
|
| 24 |
+
The model will return the most semantically relevant laws from a corpus of 22,633 statutory articles collected from 32 Belgian codes:
|
| 25 |
+
|
| 26 |
+
| Authority | Code | #Articles |
|
| 27 |
+
|-----------|-----------------------------------------------------|-----------|
|
| 28 |
+
| Federal | Judicial Code | 2285 |
|
| 29 |
+
| | Code of Economic Law | 2032 |
|
| 30 |
+
| | Civil Code | 1961 |
|
| 31 |
+
| | Code of Workplace Welfare | 1287 |
|
| 32 |
+
| | Code of Companies and Associations | 1194 |
|
| 33 |
+
| | Code of Local Democracy and Decentralization | 1159 |
|
| 34 |
+
| | Navigation Code | 977 |
|
| 35 |
+
| | Code of Criminal Instruction | 719 |
|
| 36 |
+
| | Penal Code | 689 |
|
| 37 |
+
| | Social Penal Code | 307 |
|
| 38 |
+
| | Forestry Code | 261 |
|
| 39 |
+
| | Railway Code | 260 |
|
| 40 |
+
| | Electoral Code | 218 |
|
| 41 |
+
| | The Constitution | 208 |
|
| 42 |
+
| | Code of Various Rights and Taxes | 191 |
|
| 43 |
+
| | Code of Private International Law | 135 |
|
| 44 |
+
| | Consular Code | 100 |
|
| 45 |
+
| | Rural Code | 87 |
|
| 46 |
+
| | Military Penal Code | 66 |
|
| 47 |
+
| | Code of Belgian Nationality | 31 |
|
| 48 |
+
| Regional | Walloon Code of Social Action and Health | 3650 |
|
| 49 |
+
| | Walloon Code of the Environment | 1270 |
|
| 50 |
+
| | Walloon Code of Territorial Development | 796 |
|
| 51 |
+
| | Walloon Public Service Code | 597 |
|
| 52 |
+
| | Walloon Code of Agriculture | 461 |
|
| 53 |
+
| | Brussels Spatial Planning Code | 401 |
|
| 54 |
+
| | Walloon Code of Basic and Secondary Education | 310 |
|
| 55 |
+
| | Walloon Code of Sustainable Housing | 286 |
|
| 56 |
+
| | Brussels Housing Code | 279 |
|
| 57 |
+
| | Brussels Code of Air, Climate and Energy Management | 208 |
|
| 58 |
+
| | Walloon Animal Welfare Code | 108 |
|
| 59 |
+
| | Brussels Municipal Electoral Code | 100 |
|
| 60 |
+
| Total | | 22633 |
|
| 61 |
+
|
| 62 |
+
"""
|
| 63 |
+
examples = [
|
| 64 |
+
"Qu'est-ce que je risque si je viole le secret professionnel ?",
|
| 65 |
+
"Mon employeur peut-il me licencier alors que je suis malade ?",
|
| 66 |
+
"Mon voisin fait beaucoup de bruit, que faire ?",
|
| 67 |
+
]
|
| 68 |
+
gr.Interface(fn=search, inputs=['text'], outputs=['textbox']*5, allow_flagging="never", title=title, description=description, article=article, examples=examples).launch()
|