In this guest post, Frank Liu, Director of Operations & ML Architect @ Zilliz, took a quick tour of vector databases. Specifically, he looked at 1) what features go into a mature vector database, 2) how a vector database differs from vector search libraries, 3) how a vector database differs from vector search plugins in traditional databases or search systems, and 4) the key challenges associated with building a vector database.
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📝 Guest post: What is a Vector Database?*
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In this guest post, Frank Liu, Director of Operations & ML Architect @ Zilliz, took a quick tour of vector databases. Specifically, he looked at 1) what features go into a mature vector database, 2) how a vector database differs from vector search libraries, 3) how a vector database differs from vector search plugins in traditional databases or search systems, and 4) the key challenges associated with building a vector database.