Upload folder using huggingface_hub

Dockerfile

@@ -1,8 +1,20 @@
-FROM python:3.9
+FROM python:3.9-slim
+
+# Set the working directory
 WORKDIR /code
-COPY requirements.txt /code/requirements.txt
-RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
-COPY . /code
-# Expose port 7860 (required for Hugging Face Spaces)
+
+# Copy requirements first to leverage Docker cache
+COPY requirements.txt .
+
+# Install dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the rest of the application
+COPY . .
+
+# Expose the port Hugging Face expects
 EXPOSE 7860
+
+# Force the full path to streamlit if necessary, 
+# but usually 'streamlit run' works if installed correctly
 CMD ["streamlit", "run", "app.py", "--server.port", "7860", "--server.address", "0.0.0.0"]

requirements.txt

@@ -2,4 +2,4 @@ pandas
 joblib
 scikit-learn
 huggingface_hub
-gradio
+streamlit