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qdrant / qdrant-client

Python client for Qdrant vector search engine
https://qdrant.tech
Apache License 2.0
673 stars 106 forks source link

multivectors in local mode pt.1 #651

Closed joein closed 1 week ago

joein commented 2 weeks ago

This is a WIP PR

This PR requires extension of models.RecommendExample to include multivectors However, it'll make RecommendExample the same as VectorInput, which raises a question of the goal of having these two models separately.

Best score type hints has not yet been updated The code has not yet been tested

Local mode structures such as DenseQueryVector should be check on the necessity of having types.NumpyArray search method vector type resolution should be fixed

VectorStruct should be VectorStruct = Union[ List[StrictFloat], List[List[StrictFloat]], Dict[StrictStr, Vector], ]

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