haystack/test/pipelines/test_rag_pipelines.py
Vladimir Blagojevic 4d08be0c2a
feat: Update OpenAI Python Client in Haystack 2.x (#6584)
* Update openai python client

* Add release note

* Consolidate multiple mock_chat_completion into one

* Ensure all components have api_base_url, organization params

* Update tests

* Enable function calling

* Oversight

* Minor fixes, add streaming test mocks

* Apply suggestions from code review

Co-authored-by: Daria Fokina <daria.fokina@deepset.ai>

* metadata -> meta

---------

Co-authored-by: Massimiliano Pippi <mpippi@gmail.com>
Co-authored-by: Daria Fokina <daria.fokina@deepset.ai>
2023-12-21 16:21:24 +01:00

27 lines
947 B
Python

import pytest
from haystack.dataclasses import Answer
from haystack.document_stores import InMemoryDocumentStore
from haystack.pipeline_utils.rag import build_rag_pipeline
from haystack.testing.factory import document_store_class
@pytest.mark.integration
def test_rag_pipeline(mock_chat_completion):
rag_pipe = build_rag_pipeline(document_store=InMemoryDocumentStore())
answer = rag_pipe.run(query="question")
assert isinstance(answer, Answer)
def test_rag_pipeline_other_docstore():
FakeStore = document_store_class("FakeStore")
with pytest.raises(ValueError, match="InMemoryDocumentStore"):
assert build_rag_pipeline(document_store=FakeStore())
def test_rag_pipeline_embedder_exist_if_model_is_given():
rag_pipe = build_rag_pipeline(
document_store=InMemoryDocumentStore(), embedding_model="sentence-transformers/all-mpnet-base-v2"
)
assert "text_embedder" in rag_pipe.pipeline.graph.nodes