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https://github.com/hwchase17/langchain
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25fbe356b4
This PR upgrades community to a recent version of mypy. It inserts type: ignore on all existing failures.
41 lines
1.3 KiB
Python
41 lines
1.3 KiB
Python
"""Test PremAIEmbeddings from PremAI API wrapper.
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Note: This test must be run with the PREMAI_API_KEY environment variable set to a valid
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API key and a valid project_id. This needs to setup a project in PremAI's platform.
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You can check it out here: https://app.premai.io
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"""
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import pytest
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from langchain_community.embeddings.premai import PremAIEmbeddings
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@pytest.fixture
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def embedder() -> PremAIEmbeddings:
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return PremAIEmbeddings(project_id=8, model="text-embedding-3-small") # type: ignore[call-arg]
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def test_prem_embedding_documents(embedder: PremAIEmbeddings) -> None:
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"""Test Prem embeddings."""
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documents = ["foo bar"]
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output = embedder.embed_documents(documents)
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assert len(output) == 1
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assert len(output[0]) == 1536
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def test_prem_embedding_documents_multiple(embedder: PremAIEmbeddings) -> None:
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"""Test prem embeddings for multiple queries or documents."""
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documents = ["foo bar", "bar foo", "foo"]
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output = embedder.embed_documents(documents)
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assert len(output) == 3
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assert len(output[0]) == 1536
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assert len(output[1]) == 1536
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assert len(output[2]) == 1536
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def test_prem_embedding_query(embedder: PremAIEmbeddings) -> None:
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"""Test Prem embeddings for single query"""
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document = "foo bar"
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output = embedder.embed_query(document)
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assert len(output) == 1536
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