format

Author: dishaprakash

langchain_postgres/v2/vectorstores.py

@@ -874,9 +874,7 @@ def similarity_search_image(
     ) -> list[Document]:
         """Return docs selected by similarity search on image."""
         return self._engine._run_as_sync(
-            self.__vs.asimilarity_search_image(
-                image_uri, k, filter, **kwargs
-            )  # type: ignore
+            self.__vs.asimilarity_search_image(image_uri, k, filter, **kwargs)  # type: ignore
         )
 
     async def asimilarity_search_image(
@@ -888,7 +886,5 @@ async def asimilarity_search_image(
     ) -> list[Document]:
         """Return docs selected by similarity search on image_uri."""
         return await self._engine._run_as_async(
-            self.__vs.asimilarity_search_image(
-                image_uri, k, filter, **kwargs
-            )  # type: ignore
+            self.__vs.asimilarity_search_image(image_uri, k, filter, **kwargs)  # type: ignore
         )

tests/unit_tests/v2/test_pg_vectorstore_search.py

@@ -220,7 +220,9 @@ async def test_asimilarity_search_by_vector(self, vs: PGVectorStore) -> None:
         assert result[0][0] == Document(page_content="foo", id=ids[0])
         assert result[0][1] == 0
 
-    async def test_asimilarity_search_image(self, image_vs: PGVectorStore, image_uris: list[str]) -> None:
+    async def test_asimilarity_search_image(
+        self, image_vs: PGVectorStore, image_uris: list[str]
+    ) -> None:
         results = await image_vs.asimilarity_search_image(image_uris[0], k=1)
         assert len(results) == 1
         assert results[0].metadata["image_uri"] == image_uris[0]
@@ -441,7 +443,9 @@ def test_similarity_search_by_vector(self, vs_custom: PGVectorStore) -> None:
         assert result[0][0] == Document(page_content="foo", id=ids[0])
         assert result[0][1] == 0
 
-    def test_similarity_search_image(self, image_vs: PGVectorStore, image_uris: list[str]) -> None:
+    def test_similarity_search_image(
+        self, image_vs: PGVectorStore, image_uris: list[str]
+    ) -> None:
         results = image_vs.similarity_search_image(image_uris[0], k=1)
         assert len(results) == 1
         assert results[0].metadata["image_uri"] == image_uris[0]