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50 lines
1.7 KiB
Python
50 lines
1.7 KiB
Python
"""Integration tests for `ExaSearchRetriever`."""
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from langchain_core.documents import (
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Document, # type: ignore[import-not-found, import-not-found]
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)
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from langchain_exa import ExaSearchRetriever
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def test_exa_retriever() -> None:
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"""Test basic functionality of the `ExaSearchRetriever`."""
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retriever = ExaSearchRetriever()
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res = retriever.invoke("best time to visit japan")
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print(res) # noqa: T201
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assert len(res) == 10 # default k
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assert isinstance(res, list)
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assert isinstance(res[0], Document)
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def test_exa_retriever_highlights() -> None:
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"""Test highlights feature of the `ExaSearchRetriever`."""
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retriever = ExaSearchRetriever(highlights=True)
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res = retriever.invoke("best time to visit japan")
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print(res) # noqa: T201
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assert isinstance(res, list)
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assert isinstance(res[0], Document)
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highlights = res[0].metadata["highlights"]
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highlight_scores = res[0].metadata["highlight_scores"]
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assert isinstance(highlights, list)
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assert isinstance(highlight_scores, list)
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assert isinstance(highlights[0], str)
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assert isinstance(highlight_scores[0], float)
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def test_exa_retriever_advanced_features() -> None:
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"""Test advanced features of the `ExaSearchRetriever`."""
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retriever = ExaSearchRetriever(
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k=3, text_contents_options={"max_characters": 1000}, summary=True, type="auto"
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)
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res = retriever.invoke("best time to visit japan")
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print(res) # noqa: T201
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assert len(res) == 3 # requested k=3
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assert isinstance(res, list)
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assert isinstance(res[0], Document)
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# Verify summary is in metadata
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assert "summary" in res[0].metadata
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assert isinstance(res[0].metadata["summary"], str)
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# Verify text was limited
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assert len(res[0].page_content) <= 1000
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