"""Integration test for PubMed API Wrapper.""" from typing import List import pytest from langchain_core.documents import Document from langchain_community.retrievers import PubMedRetriever @pytest.fixture def retriever() -> PubMedRetriever: return PubMedRetriever() def assert_docs(docs: List[Document]) -> None: for doc in docs: assert doc.metadata assert set(doc.metadata) == { "Copyright Information", "uid", "Title", "Published", } def test_load_success(retriever: PubMedRetriever) -> None: docs = retriever.get_relevant_documents(query="chatgpt") assert len(docs) == 3 assert_docs(docs) def test_load_success_top_k_results(retriever: PubMedRetriever) -> None: retriever.top_k_results = 2 docs = retriever.get_relevant_documents(query="chatgpt") assert len(docs) == 2 assert_docs(docs) def test_load_no_result(retriever: PubMedRetriever) -> None: docs = retriever.get_relevant_documents("1605.08386WWW") assert not docs