From 847312e0aac8ea5ff2e996ae6c2523353f32f813 Mon Sep 17 00:00:00 2001 From: Mason Daugherty Date: Tue, 16 Jun 2026 13:01:26 -0400 Subject: [PATCH] test(openai): vcr embedding raw equivalence tests (#38199) The raw OpenAI embeddings equivalence checks were comparing live responses from two requests, which made them vulnerable to upstream numerical drift even when LangChain behavior had not changed. Recording those interactions keeps the regression coverage while preventing scheduled integration runs from failing due to backend variance. --- ..._openai_embeddings_equivalent_to_raw.yaml.gz | Bin 0 -> 17044 bytes ...i_embeddings_equivalent_to_raw_async.yaml.gz | Bin 0 -> 17050 bytes .../integration_tests/embeddings/test_base.py | 6 ++++-- libs/partners/openai/uv.lock | 8 ++++---- 4 files changed, 8 insertions(+), 6 deletions(-) create mode 100644 libs/partners/openai/tests/cassettes/test_langchain_openai_embeddings_equivalent_to_raw.yaml.gz create mode 100644 libs/partners/openai/tests/cassettes/test_langchain_openai_embeddings_equivalent_to_raw_async.yaml.gz diff --git a/libs/partners/openai/tests/cassettes/test_langchain_openai_embeddings_equivalent_to_raw.yaml.gz b/libs/partners/openai/tests/cassettes/test_langchain_openai_embeddings_equivalent_to_raw.yaml.gz new file mode 100644 index 0000000000000000000000000000000000000000..904c6f434a2ed4111242a4f4f023334b4b776c89 GIT binary 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-49,9 +50,10 @@ def test_langchain_openai_embeddings_equivalent_to_raw() -> None: assert np.allclose(lc_output, direct_output, atol=0.001) +@pytest.mark.vcr async def test_langchain_openai_embeddings_equivalent_to_raw_async() -> None: documents = ["disallowed special token '<|endoftext|>'"] - embedding = OpenAIEmbeddings() + embedding = OpenAIEmbeddings(check_embedding_ctx_length=False) lc_output = (await embedding.aembed_documents(documents))[0] client = openai.AsyncOpenAI() diff --git a/libs/partners/openai/uv.lock b/libs/partners/openai/uv.lock index 7424f9b3bf6..dbc29161e9e 100644 --- a/libs/partners/openai/uv.lock +++ b/libs/partners/openai/uv.lock @@ -682,7 +682,7 @@ dependencies = [ [package.metadata] requires-dist = [ { name = "jsonpatch", specifier = ">=1.33.0,<2.0.0" }, - { name = "langchain-protocol", specifier = ">=0.0.14" }, + { name = "langchain-protocol", specifier = ">=0.0.17" }, { name = "langsmith", specifier = ">=0.3.45,<1.0.0" }, { name = "packaging", specifier = 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