From ea149dbd898cb0499fe4338e1e725eae16e24396 Mon Sep 17 00:00:00 2001
From: Hanit <37485638+hanit-com@users.noreply.github.com>
Date: Thu, 20 Jul 2023 16:58:54 +0300
Subject: [PATCH] Allowing outside parameters for Qdrant. (#7910)

@baskaryan @rlancemartin, @eyurtsev
---
 langchain/vectorstores/qdrant.py | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/langchain/vectorstores/qdrant.py b/langchain/vectorstores/qdrant.py
index 7832c8adf3f..e0cba41ee78 100644
--- a/langchain/vectorstores/qdrant.py
+++ b/langchain/vectorstores/qdrant.py
@@ -149,8 +149,7 @@ class Qdrant(VectorStore):
             texts, metadatas, ids, batch_size
         ):
             self.client.upsert(
-                collection_name=self.collection_name,
-                points=points,
+                collection_name=self.collection_name, points=points, **kwargs
             )
             added_ids.extend(batch_ids)
 
@@ -266,7 +265,7 @@ class Qdrant(VectorStore):
         Returns:
             List of Documents most similar to the query.
         """
-        results = await self.asimilarity_search_with_score(query, k, filter)
+        results = await self.asimilarity_search_with_score(query, k, filter, **kwargs)
         return list(map(itemgetter(0), results))
 
     def similarity_search_with_score(