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https://github.com/deepset-ai/haystack.git
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13a9bc6a99
* Handle no answers and no documents scenarios in '_process_request' * Fix tests * Change return type in '_process_request' * Return to use dicts Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
72 lines
1.9 KiB
Python
72 lines
1.9 KiB
Python
from typing import Dict, List, Optional, Union, Any
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from pydantic import BaseModel, Field, Extra
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from haystack.schema import Answer, Document, Label, Span
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from pydantic import BaseConfig
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from pydantic.dataclasses import dataclass as pydantic_dataclass
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try:
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from typing import Literal
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except ImportError:
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from typing_extensions import Literal # type: ignore
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BaseConfig.arbitrary_types_allowed = True
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class QueryRequest(BaseModel):
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query: str
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params: Optional[dict] = None
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debug: Optional[bool] = False
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class Config:
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# Forbid any extra fields in the request to avoid silent failures
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extra = Extra.forbid
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class FilterRequest(BaseModel):
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filters: Optional[Dict[str, Optional[Union[str, List[str]]]]] = None
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@pydantic_dataclass
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class AnswerSerialized(Answer):
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context: Optional[str] = None
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@pydantic_dataclass
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class DocumentSerialized(Document):
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content: str
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embedding: Optional[List[float]] # type: ignore
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@pydantic_dataclass
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class LabelSerialized(Label, BaseModel):
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document: DocumentSerialized
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answer: Optional[AnswerSerialized] = None
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class CreateLabelSerialized(BaseModel):
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id: Optional[str] = None
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query: str
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document: DocumentSerialized
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is_correct_answer: bool
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is_correct_document: bool
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origin: Literal["user-feedback", "gold-label"]
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answer: Optional[AnswerSerialized] = None
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no_answer: Optional[bool] = None
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pipeline_id: Optional[str] = None
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created_at: Optional[str] = None
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updated_at: Optional[str] = None
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meta: Optional[dict] = None
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filters: Optional[dict] = None
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class Config:
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# Forbid any extra fields in the request to avoid silent failures
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extra = Extra.forbid
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class QueryResponse(BaseModel):
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query: str
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answers: List[AnswerSerialized] = []
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documents: List[DocumentSerialized] = []
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debug: Optional[Dict] = Field(None, alias="_debug")
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