Update Dockerfile

Dockerfile

@@ -1,4 +1,5 @@
-FROM python:3.9
+# Use a base image
+FROM python:3.8
 
 # Set the working directory
 WORKDIR /code
@@ -6,14 +7,22 @@ WORKDIR /code
 # Copy the requirements file
 COPY ./requirements.txt /code/requirements.txt
 
-# Copy the file or directory into the image (adjust the path as needed)
-COPY ./gyesibiney/Sentiment-review-analysis-roberta-3 /code/gyesibiney/Sentiment-review-analysis-roberta-3
-
 # Install requirements
 RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
-# Expose the port the FastAPI app will run on
-EXPOSE 7860
+# Add your application code here (e.g., FastAPI code)
+COPY main.py .
+# Install transformers library
+RUN pip install transformers
+
+# Specify the model name from Hugging Face
+ARG MODEL_NAME="gyesibiney/covid-tweet-sentimental-Analysis-roberta"
+
+# Download the model from Hugging Face (you can replace 'main' with a specific tag or version)
+RUN transformers-cli login --api-key your_api_key_here
+RUN transformers-cli repo clone $MODEL_NAME --path /code/model
+
+# Add your application code here to use the downloaded model
 
-# The CMD instruction specifies the command to run when the container starts
-CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
+# Example: Run your FastAPI application
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000"]