change firectoty roog gensim

Dockerfile

@@ -1,19 +1,19 @@
 # Use Python 3.9 as base image
 FROM python:3.9
 
-# Set the working directory inside the container to /code
+# Set the environment variable for Gensim data directory
+ENV GENSIM_DATA_DIR=/app/gensim-data 
+
 WORKDIR /code
 
 # Copy the requirements.txt from the FastAPI folder into the working directory in the container
 COPY ./FastAPI/requirements.txt /code/requirements.txt
 
-# Install the Python packages specified in requirements.txt without cache and upgrading them
 RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
-# Copy the FastAPI application directory into the working directory
 COPY ./FastAPI/app /code/app
 
-# Set the command to run the application using Uvicorn
-# CMD ["uvicorn", "app.main:app", "--host", "0.0.0.0", "--port", "8000"]
+EXPOSE 8000
+
 CMD ["uvicorn", "app.api:app", "--host", "0.0.0.0", "--port", "8000"]
-# CMD ["python", "app/main.py"]
+

FastAPI/app/utils/embedding.py

@@ -1,6 +1,11 @@
-import gensim.downloader
+import os
+import gensim.downloader as api
 
-model = gensim.downloader.load("glove-wiki-gigaword-50")
+# Ensure the environment variable is set correctly
+gensim_data_dir = os.getenv('GENSIM_DATA_DIR', '/app/gensim-data')
+
+# Load the GloVe model
+model = api.load("glove-wiki-gigaword-50")
 
 
 def get_embedding(word):