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https://huggingface.co/spaces/Angshul/Multimodal-RAG/resolve/main/tests/test_app.py
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1.04 kB
| """Streamlit UI driven headlessly with streamlit.testing.AppTest.""" | |
| import pytest | |
| from conftest import ROOT, model_cfg | |
| def test_app_answers_and_shows_images(corpus, tmp_path, monkeypatch): | |
| pytest.importorskip("streamlit") | |
| from streamlit.testing.v1 import AppTest | |
| from mrag.pipeline import MultimodalRAG | |
| cfg = model_cfg(tmp_path / "idx") | |
| r = MultimodalRAG(cfg) | |
| r.ingest([corpus / "images", corpus / "report.pdf"]) | |
| r.close() # embedded Qdrant allows one client per folder | |
| monkeypatch.setenv("MRAG_DATA_DIR", cfg.data_dir) | |
| monkeypatch.setenv("MRAG_TEXT_BACKEND", cfg.text_backend) | |
| monkeypatch.setenv("MRAG_LLM_BACKEND", "extractive") | |
| at = AppTest.from_file(str(ROOT / "mrag" / "streamlit_app.py"), default_timeout=600).run() | |
| assert not at.exception | |
| at.text_input[0].input("How long is the warranty on the R2?").run() | |
| assert not at.exception | |
| page = " ".join(m.value for m in at.markdown) | |
| assert "36-month" in page | |
| assert at.subheader[0].value == "Retrieved images" | |