huggingface[patch]: add integration tests for embeddings (#26272)

libs/partners/huggingface/tests/integration_tests/test_embeddings_standard.py

@@ -0,0 +1,30 @@
+"""Test HuggingFace embeddings."""
+
+from typing import Type
+
+from langchain_standard_tests.integration_tests import EmbeddingsIntegrationTests
+
+from langchain_huggingface.embeddings import (
+    HuggingFaceEmbeddings,
+    HuggingFaceEndpointEmbeddings,
+)
+
+
+class TestHuggingFaceEmbeddings(EmbeddingsIntegrationTests):
+    @property
+    def embeddings_class(self) -> Type[HuggingFaceEmbeddings]:
+        return HuggingFaceEmbeddings
+
+    @property
+    def embedding_model_params(self) -> dict:
+        return {"model_name": "sentence-transformers/all-mpnet-base-v2"}
+
+
+class TestHuggingFaceEndpointEmbeddings(EmbeddingsIntegrationTests):
+    @property
+    def embeddings_class(self) -> Type[HuggingFaceEndpointEmbeddings]:
+        return HuggingFaceEndpointEmbeddings
+
+    @property
+    def embedding_model_params(self) -> dict:
+        return {"model": "sentence-transformers/all-mpnet-base-v2"}