mirror of
https://github.com/crewAIInc/crewAI.git
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14a36d3f5e
* initial knowledge * WIP * Adding core knowledge sources * Improve types and better support for file paths * added additional sources * fix linting * update yaml to include optional deps * adding in lorenze feedback * ensure embeddings are persisted * improvements all around Knowledge class * return this * properly reset memory * properly reset memory+knowledge * consolodation and improvements * linted * cleanup rm unused embedder * fix test * fix duplicate * generating cassettes for knowledge test * updated default embedder * None embedder to use default on pipeline cloning * improvements * fixed text_file_knowledge * mypysrc fixes * type check fixes * added extra cassette * just mocks * linted * mock knowledge query to not spin up db * linted * verbose run * put a flag * fix * adding docs * better docs * improvements from review * more docs * linted * rm print * more fixes * clearer docs * added docstrings and type hints for cli --------- Co-authored-by: João Moura <joaomdmoura@gmail.com> Co-authored-by: Lorenze Jay <lorenzejaytech@gmail.com>
30 lines
768 B
Python
30 lines
768 B
Python
from abc import ABC, abstractmethod
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from typing import Dict, Any, 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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