updated installations

app.py

@@ -1,3 +1,13 @@
+# import subprocess
+import os
+# # Run setup.sh script before starting the app
+# subprocess.run(["/bin/bash", "setup.sh"], check=True)
+
+os.system('apt-get update && apt-get install -y libmagic1')
+os.system('pip install accelerate')
+os.system('pip install -i https://pypi.org/simple/ bitsandbytes')
+
+
 import gradio as gr
 # import fitz  # PyMuPDF for extracting text from PDFs
 from langchain.embeddings import HuggingFaceEmbeddings
@@ -12,14 +22,7 @@ import re
 import transformers
 from torch import bfloat16
 from langchain_community.document_loaders import DirectoryLoader
-# import subprocess
-import os
-# # Run setup.sh script before starting the app
-# subprocess.run(["/bin/bash", "setup.sh"], check=True)
 
-os.system('apt-get update && apt-get install -y libmagic1')
-os.system('pip install accelerate')
-os.system('pip install -i https://pypi.org/simple/ bitsandbytes')
 # Initialize embeddings and ChromaDB
 model_name = "sentence-transformers/all-mpnet-base-v2"
 device = "cuda" if torch.cuda.is_available() else "cpu"