Upload 2 files

app.py

@@ -12,9 +12,9 @@ import base64
 # from tqdm.auto import tqdm
 import math
 # from transformers import pipeline
-import nltk
 
 from collections import Counter
+import nltk
 from nltk.corpus import stopwords
 
 
@@ -23,8 +23,8 @@ import torch
 from langchain_community.llms.ollama import Ollama
 from langchain.prompts import ChatPromptTemplate
 from langchain_community.vectorstores import FAISS
-from langchain.vectorstores import faiss
-from langchain.vectorstores import FAISS
+# from langchain.vectorstores import faiss
+# from langchain.vectorstores import FAISS
 
 import time
 from time import sleep
@@ -204,6 +204,7 @@ def get_faiss_semantic_index():
         with stqdm(total=100, desc="Loading pickle file...") as progress_bar:
             with open(index_path, "rb") as f:
                 faiss_index = pickle.load(f)
+                sleep(0.5)
                 progress_bar.update(100)
         st.write("Embeddings loaded successfully.")
         return faiss_index

requirements.txt

@@ -14,6 +14,6 @@ PyMuPDF  # instead of fitz
 nltk
 langchain_community
 langchain
-faiss-gpu
-faiss-cpu
+# faiss-gpu
+# faiss-cpu
 stqdm