Update app.py

app.py

@@ -19,6 +19,7 @@ embeddings = HuggingFaceEmbeddings(model_name="intfloat/multilingual-e5-small")
 vector_db = FAISS.load_local("faiss_index", embeddings, allow_dangerous_deserialization=True)
 retriever = vector_db.as_retriever()
 
+retriever.invoke("Assurances")
 
 def respond(
     message,
@@ -28,7 +29,7 @@ def respond(
     temperature,
     top_p,
 ):
-    messages = [{"role": "system", "content": system_message}]
+    messages = [{"role": "system", "content": system_message}, "context": retriever]
 
     for val in history:
         if val[0]: