updated Docker and requirements

Dockerfile

@@ -1,11 +1,24 @@
 FROM python:3.11
+
+# Create a non-root user
 RUN useradd -m -u 1000 user
+
+# Switch to the new user
 USER user
+
+# Set environment variables
 ENV HOME=/home/user \
     PATH=/home/user/.local/bin:$PATH
+
+# Set the working directory
 WORKDIR $HOME/app
-COPY --chown=user . $HOME/app
-COPY ./requirements.txt ~/app/requirements.txt
-RUN pip install -r requirements.txt
-COPY . .
-CMD ["chainlit", "run", "final.py" "--port", "7860"]
+
+# Copy requirements file and install dependencies
+COPY --chown=user requirements.txt requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copy the rest of the application code
+COPY --chown=user . .
+
+# Command to run the application
+CMD ["chainlit", "run", "final.py", "--port", "7860"]

requirements.txt

@@ -6,19 +6,10 @@ langchain-community
 langchain_huggingface
 langchain_openai
 langchain-text-splitters
-peft
-bitsandbytes
-accelerate
-qdrant-client
 python-dotenv
 pymupdf
-huggingface_hub
 pandas
-sentence-transformers
 python-docx
 docx2pdf
-python-dotenv
-transformers
-torch