Create Dockerfile

Dockerfile

@@ -0,0 +1,27 @@
+# Use a lightweight base image with Python
+FROM python:3.9-slim
+
+# Install git and git-lfs for cloning large models
+RUN apt-get update && apt-get install -y git git-lfs
+
+# Initialize git-lfs
+RUN git-lfs install
+
+# Set the working directory
+WORKDIR /app
+
+# Clone the Hugging Face model repository (replace with the desired model URL)
+RUN git clone https://huggingface.co/matsant01/STEMerald-2b /app/model
+
+# Install necessary Python libraries
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the application code
+COPY . .
+
+# Expose the app port (if using FastAPI or another web server)
+EXPOSE 8000
+
+# Command to run the FastAPI server
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000"]