Update app.py

app.py

@@ -27,6 +27,13 @@ import html
 from streamlit_chat import message
 import uuid
 from dotenv import load_dotenv
+from langchain.embeddings import OpenAIEmbeddings
+from langchain_groq import ChatGroq
+from langchain.vectorstores import FAISS
+from langchain.text_splitter import RecursiveCharacterTextSplitter
+from langchain.chains import ConversationalRetrievalChain
+from langchain.memory import ConversationBufferMemory
+from langchain.document_loaders import TextLoader
 
 # Set page config
 st.set_page_config(
@@ -147,9 +154,13 @@ def display_results(annotated_img, labels, objects, text):
     st.session_state.analysis_results = {
         "labels": labels,
         "objects": objects,
-        "text": text
+        "text": text,
+        "timestamp": time.strftime("%Y-%m-%d %H:%M:%S")
     }
     
+    # Update vectorstore with new results
+    update_vectorstore_with_results(st.session_state.analysis_results)
+    
     col1, col2 = st.columns([3, 2])
     
     with col1: