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Weaviate Knowledge Cards

Unlock the power of vector search. Our guides will help you conquer vector embeddings and build better AI applications.

Intro to Vector Databases
Vector-Based Index

Vector-Based Index

A vector index is a type of data structure for efficiently storing high-dimensional vector data generated by machine learning models. Its main purpose is facilitating quick and accurate similarity searches, using algorithms like trees or hashing to reduce complexity in high-dimensional spaces.

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