Upload app.py

app.py

@@ -2,7 +2,7 @@
 # It provides functions for creating UIs, displaying data, and handling user inputs.
 # This module provides a way to interact with the operating system, such as accessing environment variables, working with files
 # and directories, executing shell commands, etc
-import os
+# import os
 
 import streamlit as st
 
@@ -10,6 +10,7 @@ import streamlit as st
 # It allows you to store sensitive information or configuration settings separate from your code
 # and access them within your application.
 from dotenv import load_dotenv
+from langchain.document_loaders.csv_loader import CSVLoader
 
 # Helps us generate embeddings
 # An embedding is a vector (list) of floating point numbers. The distance between two vectors measures their relatedness.
@@ -31,7 +32,6 @@ st.header("Hey, Ask me something & I will give out similar things")
 embeddings = OpenAIEmbeddings()
 
 # The below snippet helps us to import CSV file data for our tasks
-from langchain.document_loaders.csv_loader import CSVLoader
 
 loader = CSVLoader(
     file_path="myData.csv",
@@ -62,6 +62,7 @@ if submit:
     docs = db.similarity_search(user_input)
     print(docs)
     st.subheader("Top Matches:")
+    st.text(docs)
     st.text(docs[0])
     st.text(docs[1].page_content)
-    st.text(docs[:3].page_content)
+    st.text([doc.page_content for doc in docs[:3]])