From abd456232f6b0f730e05aa6074787828753beb79 Mon Sep 17 00:00:00 2001
From: kimbwook <bwook00@naver.com>
Date: Thu, 7 Aug 2025 10:19:44 +0900
Subject: [PATCH] apply pre-commit

---
 llama_stack/providers/remote/vector_io/chroma/chroma.py  | 8 ++++----
 tests/integration/vector_io/test_openai_vector_stores.py | 1 +
 2 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/llama_stack/providers/remote/vector_io/chroma/chroma.py b/llama_stack/providers/remote/vector_io/chroma/chroma.py
index 954817837..75226a560 100644
--- a/llama_stack/providers/remote/vector_io/chroma/chroma.py
+++ b/llama_stack/providers/remote/vector_io/chroma/chroma.py
@@ -108,10 +108,10 @@ class ChromaIndex(EmbeddingIndex):
         await maybe_await(self.client.delete_collection(self.collection.name))
 
     async def query_keyword(
-            self,
-            query_string: str,
-            k: int,
-            score_threshold: float,
+        self,
+        query_string: str,
+        k: int,
+        score_threshold: float,
     ) -> QueryChunksResponse:
         results = await maybe_await(
             self.collection.query(
diff --git a/tests/integration/vector_io/test_openai_vector_stores.py b/tests/integration/vector_io/test_openai_vector_stores.py
index 1c9ef92b6..0a5409ad9 100644
--- a/tests/integration/vector_io/test_openai_vector_stores.py
+++ b/tests/integration/vector_io/test_openai_vector_stores.py
@@ -52,6 +52,7 @@ def skip_if_provider_doesnt_support_openai_vector_stores_search(client_with_mode
         ],
         "keyword": [
             "inline::sqlite-vec",
+            "remote::chromadb",
         ],
         "hybrid": [
             "inline::sqlite-vec",