Update Dockerfile

Dockerfile

@@ -1,20 +1,22 @@
-# Use official Python base image
+# Use Python 3.11 slim base image
 FROM python:3.11-slim
 
-# Set working directory
-WORKDIR /app
-
-# Copy requirements first to leverage Docker cache
-COPY requirements.txt .
-
 # Install dependencies
+COPY requirements.txt .
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Copy all app files
-COPY . .
+# Ensure consistent sklearn version
+RUN pip install --no-cache-dir scikit-learn==1.6.1
+
+# Set Hugging Face cache directory to avoid permission issues
+ENV TRANSFORMERS_CACHE=/tmp/huggingface
+
+# Copy application code
+COPY . /app
+WORKDIR /app
 
-# Expose the correct port for Hugging Face
+# Expose the port for FastAPI
 EXPOSE 7860
 
-# Run with correct port
+# Run the FastAPI app using uvicorn
 CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]