Spaces:
Sleeping
Sleeping
Sharim Jamal commited on
Commit Β·
4445a35
1
Parent(s): fd03d77
docker fix
Browse files- .huggingface.yml +9 -1
- Dockerfile +35 -0
- README.md +62 -14
- app.py +6 -1
- requirements.txt +2 -1
.huggingface.yml
CHANGED
|
@@ -1,3 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
sdk: gradio
|
| 2 |
sdk_version: 5.38.0
|
| 3 |
-
app_file: app.py
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
title: Agriscience
|
| 2 |
+
emoji: π
|
| 3 |
+
colorFrom: green
|
| 4 |
+
colorTo: blue
|
| 5 |
sdk: gradio
|
| 6 |
sdk_version: 5.38.0
|
| 7 |
+
app_file: app.py
|
| 8 |
+
base: docker
|
| 9 |
+
pinned: false
|
| 10 |
+
license: mit
|
| 11 |
+
short_description: This space is for the contract review project
|
Dockerfile
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
FROM python:3.10-slim
|
| 2 |
+
|
| 3 |
+
# Set environment variables
|
| 4 |
+
ENV PYTHONUNBUFFERED=1
|
| 5 |
+
ENV DEBIAN_FRONTEND=noninteractive
|
| 6 |
+
|
| 7 |
+
# Install system dependencies (avoiding problematic packages)
|
| 8 |
+
RUN apt-get update && apt-get install -y \
|
| 9 |
+
tesseract-ocr-all \
|
| 10 |
+
poppler-utils \
|
| 11 |
+
git \
|
| 12 |
+
wget \
|
| 13 |
+
&& rm -rf /var/lib/apt/lists/*
|
| 14 |
+
|
| 15 |
+
# Create user for Hugging Face Spaces
|
| 16 |
+
RUN useradd -m -u 1000 user
|
| 17 |
+
USER user
|
| 18 |
+
ENV HOME=/home/user \
|
| 19 |
+
PATH=/home/user/.local/bin:$PATH
|
| 20 |
+
|
| 21 |
+
# Set working directory
|
| 22 |
+
WORKDIR $HOME/app
|
| 23 |
+
|
| 24 |
+
# Copy requirements and install Python dependencies
|
| 25 |
+
COPY --chown=user requirements.txt .
|
| 26 |
+
RUN pip install --no-cache-dir --user -r requirements.txt
|
| 27 |
+
|
| 28 |
+
# Copy application files
|
| 29 |
+
COPY --chown=user . .
|
| 30 |
+
|
| 31 |
+
# Expose port for Gradio
|
| 32 |
+
EXPOSE 7860
|
| 33 |
+
|
| 34 |
+
# Run the application
|
| 35 |
+
CMD ["python", "app.py"]
|
README.md
CHANGED
|
@@ -1,14 +1,62 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
|
| 11 |
-
|
| 12 |
-
|
| 13 |
-
|
| 14 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Agriscience Contract Auditor
|
| 2 |
+
|
| 3 |
+
## π― Overview
|
| 4 |
+
A Gradio-based web application that audits employment contracts against labor laws from different countries using AI-powered analysis through Flowise.
|
| 5 |
+
|
| 6 |
+
## π§ Features
|
| 7 |
+
- **Multi-format support**: PDF, DOCX, TXT files
|
| 8 |
+
- **Multilingual processing**: English and Arabic text extraction
|
| 9 |
+
- **OCR capabilities**: Advanced Arabic PDF processing using Tesseract
|
| 10 |
+
- **Country-specific analysis**: USA, Germany, UAE, Turkey, Jordan
|
| 11 |
+
- **AI-powered auditing**: Connected to Flowise for intelligent contract analysis
|
| 12 |
+
|
| 13 |
+
## π Deployment
|
| 14 |
+
|
| 15 |
+
### Hugging Face Spaces
|
| 16 |
+
This application is configured for deployment on Hugging Face Spaces using Docker.
|
| 17 |
+
|
| 18 |
+
**Files:**
|
| 19 |
+
- `Dockerfile`: Custom Docker configuration avoiding problematic system packages
|
| 20 |
+
- `.huggingface.yml`: Hugging Face Spaces configuration
|
| 21 |
+
- `requirements.txt`: Python dependencies
|
| 22 |
+
- `packages.txt`: System packages (Tesseract OCR, Poppler)
|
| 23 |
+
- `app.py`: Main Gradio application
|
| 24 |
+
|
| 25 |
+
### Local Development
|
| 26 |
+
```bash
|
| 27 |
+
# Install system dependencies (Ubuntu/Debian)
|
| 28 |
+
sudo apt-get update
|
| 29 |
+
sudo apt-get install tesseract-ocr-all poppler-utils
|
| 30 |
+
|
| 31 |
+
# Install Python dependencies
|
| 32 |
+
pip install -r requirements.txt
|
| 33 |
+
|
| 34 |
+
# Run the application
|
| 35 |
+
python app.py
|
| 36 |
+
```
|
| 37 |
+
|
| 38 |
+
## π Technical Details
|
| 39 |
+
|
| 40 |
+
### Dependencies
|
| 41 |
+
- **Gradio**: Web interface framework
|
| 42 |
+
- **multilingual-pdf2text**: Advanced PDF text extraction
|
| 43 |
+
- **pdfplumber**: Standard PDF processing
|
| 44 |
+
- **pytesseract**: OCR engine integration
|
| 45 |
+
- **langdetect**: Language detection for smart processing
|
| 46 |
+
|
| 47 |
+
### Architecture
|
| 48 |
+
1. **File Upload**: Supports multiple formats
|
| 49 |
+
2. **Text Extraction**: Smart extraction based on language detection
|
| 50 |
+
3. **AI Analysis**: Sends extracted text to Flowise API
|
| 51 |
+
4. **Results Display**: Formatted audit results in selected language
|
| 52 |
+
|
| 53 |
+
## π οΈ Configuration
|
| 54 |
+
- **Flowise URL**: Configured for SIRA Flow application
|
| 55 |
+
- **Supported Countries**: USA, Germany, UAE, Turkey, Jordan
|
| 56 |
+
- **Response Languages**: English, Arabic
|
| 57 |
+
|
| 58 |
+
## π Usage
|
| 59 |
+
1. Select target country for labor law compliance
|
| 60 |
+
2. Choose response language (English/Arabic)
|
| 61 |
+
3. Upload contract file (PDF/DOCX/TXT)
|
| 62 |
+
4. Click "Audit Contract" to get AI-powered analysis
|
app.py
CHANGED
|
@@ -140,4 +140,9 @@ with gr.Blocks(title="Contract Auditor") as demo:
|
|
| 140 |
outputs=output
|
| 141 |
)
|
| 142 |
|
| 143 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 140 |
outputs=output
|
| 141 |
)
|
| 142 |
|
| 143 |
+
if __name__ == "__main__":
|
| 144 |
+
demo.launch(
|
| 145 |
+
server_name="0.0.0.0",
|
| 146 |
+
server_port=7860,
|
| 147 |
+
show_error=True
|
| 148 |
+
)
|
requirements.txt
CHANGED
|
@@ -3,4 +3,5 @@ requests
|
|
| 3 |
pdfplumber
|
| 4 |
docx2txt
|
| 5 |
langdetect
|
| 6 |
-
|
|
|
|
|
|
| 3 |
pdfplumber
|
| 4 |
docx2txt
|
| 5 |
langdetect
|
| 6 |
+
multilingual-pdf2text
|
| 7 |
+
pytesseract
|