import pytest import respx from httpx import Response from companion.rag.embedder import OllamaEmbedder @respx.mock def test_embed_batch(): route = respx.post("http://localhost:11434/api/embed").mock( return_value=Response(200, json={"embeddings": [[0.1] * 1024, [0.2] * 1024]}) ) embedder = OllamaEmbedder( base_url="http://localhost:11434", model="mxbai-embed-large", batch_size=2 ) result = embedder.embed(["hello world", "goodbye world"]) assert len(result) == 2 assert len(result[0]) == 1024 assert result[0][0] == 0.1 assert result[1][0] == 0.2 assert route.called