Update app.py

app.py

@@ -120,13 +120,17 @@ db = Qdrant(
 #     search_kwargs={"k": 5}
 # )
 
+#retriever = db.as_retriever(
+  #  search_type="mmr",
+   # search_kwargs={"k": 5, "fetch_k": 10, "lambda_mult": 0.5}
+#)
+
 retriever = db.as_retriever(
-    search_type="mmr",
-    search_kwargs={"k": 5, "fetch_k": 10, "lambda_mult": 0.5}
+    search_type="similarity_score_threshold",
+    search_kwargs={"score_threshold": 0.8}  # Adjust the threshold as needed
 )
 
 
-
 # retriever = db.as_retriever(
 #     search_type="similarity_score_threshold",
 #     search_kwargs={"k": 5, "score_threshold": 0.8}