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- ignore line length errors globally - migrate knowledge/memory and crew query_knowledge to `SearchResult` - remove legacy chromadb utils; fix empty metadata handling - restore openai as default embedding provider; support instance-specific clients - update and fix tests for `SearchResult` migration and rag changes
27 lines
701 B
Python
27 lines
701 B
Python
from abc import ABC, abstractmethod
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from typing import Any
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from crewai.rag.types import SearchResult
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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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metadata_filter: dict[str, Any] | None = None,
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score_threshold: float = 0.35,
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) -> list[SearchResult]:
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"""Search for documents in the knowledge base."""
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@abstractmethod
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def save(self, documents: list[str]) -> None:
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"""Save documents to the knowledge base."""
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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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