TopK implementation of the VectorDatabase. This class provides a TopK-based vector database connector.

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Constructor

TopKVectorDatabase(api_key, region, https=True, host="topk.io", default_query_limit=10)
Initialize the TopKVectorDatabase with API credentials and connection configuration.

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Parameters

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api_key
str
required
The API key for the TopK server.
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region
str
required
The region of the TopK server.
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https
bool
default:"True"
Whether to use HTTPS for the TopK server.
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host
str
default:"topk.io"
The host of the TopK server.
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default_query_limit
int
default:"10"
Default vector search limit, set to TopK’s default of 10.

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Inheritance

Inheritance Chain:
  • TopKVectorDatabase
  • → VectorDatabase
  • → ABC
  • → Generic