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Dockerfile

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+# Optimized Dockerfile for Hugging Face Spaces
+FROM python:3.10-slim
+
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    build-essential \
+    gcc \
+    && rm -rf /var/lib/apt/lists/*
+
+# Copy requirements and install Python dependencies
+COPY requirements.txt .
+
+# Install dependencies in stages for better caching
+RUN pip install --no-cache-dir --upgrade pip && \
+    pip install --no-cache-dir \
+    fastapi==0.104.0 \
+    uvicorn[standard]==0.24.0 \
+    pydantic==2.5.0 \
+    python-multipart==0.0.6 \
+    python-dotenv==1.0.0 \
+    requests==2.31.0 \
+    googletrans==4.0.0rc1 \
+    langdetect==1.0.9 && \
+    pip install --no-cache-dir \
+    numpy==1.24.0 \
+    pandas==2.0.0 \
+    scikit-learn==1.3.0 && \
+    pip install --no-cache-dir \
+    torch==2.0.0 \
+    transformers==4.35.0 \
+    sentence-transformers==2.2.0
+
+# Copy application code
+COPY . .
+
+# Expose port (Hugging Face Spaces uses 7860 by default)
+EXPOSE 7860
+
+# Set environment variable for port
+ENV PORT=7860
+
+# Start the application
+CMD ["python", "app.py"]

requirements.txt

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+# InLegalBERT Bias Detection & Outcome Prediction Dependencies
+# ============================================================
+
+# Core ML/AI Libraries
+torch>=2.0.0
+transformers>=4.35.0
+sentence-transformers>=2.2.0
+
+# API Framework
+fastapi>=0.104.0
+uvicorn[standard]>=0.24.0
+pydantic>=2.5.0
+
+# Data Processing
+numpy>=1.24.0
+pandas>=2.0.0
+scikit-learn>=1.3.0
+
+# Utilities
+python-multipart>=0.0.6
+python-dotenv>=1.0.0
+requests>=2.31.0
+
+# Hackathon Features
+googletrans==4.0.0rc1
+langdetect>=1.0.9