langchain/libs/community/tests/integration_tests/embeddings/test_google_palm.py
Eugene Yurtsev 25fbe356b4
community[patch]: upgrade to recent version of mypy (#21616)
This PR upgrades community to a recent version of mypy. It inserts type:
ignore on all existing failures.
2024-05-13 14:55:07 -04:00

35 lines
1.1 KiB
Python

"""Test Google PaLM embeddings.
Note: This test must be run with the GOOGLE_API_KEY environment variable set to a
valid API key.
"""
from langchain_community.embeddings.google_palm import GooglePalmEmbeddings
def test_google_palm_embedding_documents() -> None:
"""Test Google PaLM embeddings."""
documents = ["foo bar"]
embedding = GooglePalmEmbeddings() # type: ignore[call-arg]
output = embedding.embed_documents(documents)
assert len(output) == 1
assert len(output[0]) == 768
def test_google_palm_embedding_documents_multiple() -> None:
"""Test Google PaLM embeddings."""
documents = ["foo bar", "bar foo", "foo"]
embedding = GooglePalmEmbeddings() # type: ignore[call-arg]
output = embedding.embed_documents(documents)
assert len(output) == 3
assert len(output[0]) == 768
assert len(output[1]) == 768
assert len(output[2]) == 768
def test_google_palm_embedding_query() -> None:
"""Test Google PaLM embeddings."""
document = "foo bar"
embedding = GooglePalmEmbeddings() # type: ignore[call-arg]
output = embedding.embed_query(document)
assert len(output) == 768