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46 lines
1.4 KiB
Python
46 lines
1.4 KiB
Python
"""Test in memory docstore."""
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from langchain.output_parsers.combining import CombiningOutputParser
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from langchain.output_parsers.regex import RegexParser
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from langchain.output_parsers.structured import ResponseSchema, StructuredOutputParser
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DEF_EXPECTED_RESULT = {
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"answer": "Paris",
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"source": "https://en.wikipedia.org/wiki/France",
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"confidence": "A",
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"explanation": "Paris is the capital of France according to Wikipedia.",
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}
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DEF_README = """```json
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{
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"answer": "Paris",
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"source": "https://en.wikipedia.org/wiki/France"
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}
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```
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//Confidence: A, Explanation: Paris is the capital of France according to Wikipedia."""
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def test_combining_dict_result() -> None:
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"""Test combining result."""
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parsers = [
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StructuredOutputParser(
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response_schemas=[
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ResponseSchema(
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name="answer", description="answer to the user's question"
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),
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ResponseSchema(
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name="source",
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description="source used to answer the user's question",
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),
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]
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),
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RegexParser(
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regex=r"Confidence: (A|B|C), Explanation: (.*)",
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output_keys=["confidence", "explanation"],
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default_output_key="noConfidence",
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),
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]
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combining_parser = CombiningOutputParser(parsers=parsers)
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result_dict = combining_parser.parse(DEF_README)
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assert DEF_EXPECTED_RESULT == result_dict
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