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0b0f2d30ab
* sort imports * update --------- Co-authored-by: Brandon Hancock (bhancock_ai) <109994880+bhancockio@users.noreply.github.com> Co-authored-by: Eduardo Chiarotti <dudumelgaco@hotmail.com>
30 lines
768 B
Python
30 lines
768 B
Python
from abc import ABC, abstractmethod
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from typing import Any, Dict, List, Optional
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class BaseKnowledgeStorage(ABC):
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"""Abstract base class for knowledge storage implementations."""
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@abstractmethod
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def search(
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self,
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query: List[str],
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limit: int = 3,
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filter: Optional[dict] = None,
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score_threshold: float = 0.35,
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) -> List[Dict[str, Any]]:
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"""Search for documents in the knowledge base."""
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pass
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@abstractmethod
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def save(
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self, documents: List[str], metadata: Dict[str, Any] | List[Dict[str, Any]]
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) -> None:
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"""Save documents to the knowledge base."""
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pass
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@abstractmethod
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def reset(self) -> None:
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"""Reset the knowledge base."""
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pass
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