README.md

metadata

license: apache-2.0
title: 'SYNCLM: AI Contract Intelligence Demo'
sdk: gradio
emoji: 📚
colorFrom: purple
colorTo: indigo
thumbnail: >-
  https://cdn-uploads.huggingface.co/production/uploads/6893ae91c2759b97d106132e/I0oCzTIIm9peYq2Hg4--M.png
short_description: 'AI-powered contract analysis: summary, metadata, clause risk'
pinned: true

---

license: mit title: 'SYNCLM: AI Contract Intelligence Demo' sdk: gradio emoji: 📚 colorFrom: purple colorTo: indigo thumbnail: >- https://cdn-uploads.huggingface.co/production/uploads/6893ae91c2759b97d106132e/zIJmobHAiLPyf-9FItm-W.png short_description: 'AI-powered contract analysis: summary, metadata, clause risk'

🤖 SYNCLM – AI Contract Intelligence Demo

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license: mit title: 'SYNCLM: AI Contract Intelligence Demo' sdk: gradio emoji: 📚 colorFrom: purple colorTo: indigo thumbnail: >- https://cdn-uploads.huggingface.co/production/uploads/6893ae91c2759b97d106132e/ApY-ZT4UGyVbI2lPDt3_J.png short_description: 'AI-powered contract analysis: summary, metadata, clause risk'

SYNCLM – AI Contract Intelligence Demo 🤖📄

🤖 SYNCLM – AI Contract Intelligence Demo

An interactive legal tech prototype that showcases intelligent contract review using open-source models from Hugging Face.

🔍 Features

• Upload legal documents (.pdf, .docx, .txt)
• Executive summarization (EN)
• Metadata extraction using NER (Named Entity Recognition)
• Clause risk detection (rule-based)
• Fallback clause suggestions (semantic similarity)
• Real-time translation (EN → PT via Unicamp-dl)

🧠 Models Used

Task	Model Used
Summarization	facebook/bart-large-cnn
Metadata (NER)	pierreguillou/ner-legal-ptbr-electra-small
Risk Detection	Custom classifier (fine-tuned LegalBERT)
Translation	unicamp-dl/translation-en-pt-t5

All models sourced from Hugging Face

🚀 Run Locally

Install dependencies:

pip install -r requirements.txt

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### ⚙️ Built With  
`Gradio` • `Transformers` • `Sentence Transformers` • `nltk` • `spaCy` • `pdfplumber` • `python-docx` • `sentencepiece` • `torch` • `dateparser`

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### 👩‍💻 Creator  
**Sabrina Colirri** | [SCB Consulting](https://huggingface.co/SCBconsulting)