README.md

metadata

title: SobroJuriBert
emoji: ⚖️
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: true
license: apache-2.0

SobroJuriBert - French Legal AI Assistant v2.0

Production-ready API for French legal document analysis powered by JuriBERT.

🆕 Version 2.0 Features

Complete JuriBERT Integration

• Mask Filling: Complete masked tokens in French legal text
• Embeddings: Generate 768-dimensional semantic embeddings
• Enhanced NER: Extract persons, money, dates, organizations, courts, and legal references
• Question Answering: Answer questions about legal documents
• Advanced Classification: Classify documents with keyword analysis

API Endpoints

Core Analysis

• POST /mask-fill - Fill [MASK] tokens in legal text
• POST /embeddings - Generate text embeddings
• POST /ner - Extract named entities (enhanced)
• POST /qa - Question answering
• POST /classify - Document classification

Entity Types Supported

• PER: Persons (M. Dupont, Me Martin)
• MONEY: Monetary amounts (1000€, EUR 50.000)
• LEGAL_REF: Legal references (article L123-4, loi n°2024-001)
• DATE: Dates in various formats
• ORG: Organizations and companies
• COURT: Courts and tribunals

Usage Examples

Mask Filling

POST /mask-fill
{
  "text": "Le contrat est [MASK] entre les parties.",
  "top_k": 3
}

Named Entity Recognition

POST /ner
{
  "text": "M. Dupont a payé 15.000€ selon l'article L123-4 du Code civil le 15 janvier 2024"
}

Question Answering

POST /qa
{
  "context": "Le bail est signé pour une durée de 3 ans renouvelable.",
  "question": "Quelle est la durée du bail?"
}

About

Created by Sobro Inc. for French legal professionals. Powered by JuriBERT and state-of-the-art French NLP models.

Version: 2.0.0 - Full JuriBERT Integration