mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-05-04 00:32:36 +00:00
d4aa676195
- Add limit and score_threshold to BaseRagConfig, propagate to clients - Update default search params in RAG storage, knowledge, and memory (limit=5, threshold=0.6) - Fix linting (ruff, mypy, PERF203) and refactor save logic - Update tests for new defaults and ChromaDB behavior
53 lines
1.3 KiB
Python
53 lines
1.3 KiB
Python
from abc import ABC, abstractmethod
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from typing import Any
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class BaseRAGStorage(ABC):
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"""
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Base class for RAG-based Storage implementations.
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"""
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app: Any | None = None
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def __init__(
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self,
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type: str,
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allow_reset: bool = True,
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embedder_config: dict[str, Any] | None = None,
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crew: Any = None,
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):
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self.type = type
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self.allow_reset = allow_reset
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self.embedder_config = embedder_config
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self.crew = crew
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self.agents = self._initialize_agents()
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def _initialize_agents(self) -> str:
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if self.crew:
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return "_".join(
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[self._sanitize_role(agent.role) for agent in self.crew.agents]
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)
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return ""
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@abstractmethod
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def _sanitize_role(self, role: str) -> str:
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"""Sanitizes agent roles to ensure valid directory names."""
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@abstractmethod
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def save(self, value: Any, metadata: dict[str, Any]) -> None:
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"""Save a value with metadata to the storage."""
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@abstractmethod
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def search(
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self,
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query: str,
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limit: int = 5,
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filter: dict[str, Any] | None = None,
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score_threshold: float = 0.6,
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) -> list[Any]:
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"""Search for entries in the storage."""
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@abstractmethod
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def reset(self) -> None:
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"""Reset the storage."""
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