49 lines
1.1 KiB
Python
49 lines
1.1 KiB
Python
from abc import ABC, abstractmethod
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class VectorStoreBase(ABC):
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@abstractmethod
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def create_col(self, name, vector_size, distance):
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"""Create a new collection."""
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pass
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@abstractmethod
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def insert(self, name, vectors, payloads=None, ids=None):
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"""Insert vectors into a collection."""
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pass
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@abstractmethod
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def search(self, name, query, limit=5, filters=None):
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"""Search for similar vectors."""
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pass
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@abstractmethod
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def delete(self, name, vector_id):
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"""Delete a vector by ID."""
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pass
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@abstractmethod
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def update(self, name, vector_id, vector=None, payload=None):
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"""Update a vector and its payload."""
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pass
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@abstractmethod
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def get(self, name, vector_id):
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"""Retrieve a vector by ID."""
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pass
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@abstractmethod
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def list_cols(self):
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"""List all collections."""
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pass
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@abstractmethod
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def delete_col(self, name):
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"""Delete a collection."""
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pass
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@abstractmethod
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def col_info(self, name):
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"""Get information about a collection."""
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pass
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