"""Test elasticsearch_embeddings embeddings.""" import pytest from langchain.embeddings.elasticsearch import ElasticsearchEmbeddings @pytest.fixture def model_id() -> str: # Replace with your actual model_id return "your_model_id" def test_elasticsearch_embedding_documents(model_id: str) -> None: """Test Elasticsearch embedding documents.""" documents = ["foo bar", "bar foo", "foo"] embedding = ElasticsearchEmbeddings.from_credentials(model_id) output = embedding.embed_documents(documents) assert len(output) == 3 assert len(output[0]) == 768 # Change 768 to the expected embedding size assert len(output[1]) == 768 # Change 768 to the expected embedding size assert len(output[2]) == 768 # Change 768 to the expected embedding size def test_elasticsearch_embedding_query(model_id: str) -> None: """Test Elasticsearch embedding query.""" document = "foo bar" embedding = ElasticsearchEmbeddings.from_credentials(model_id) output = embedding.embed_query(document) assert len(output) == 768 # Change 768 to the expected embedding size