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Milvus Vector database Interview questions

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What is Milvus Lite? What is a scalar field in Milvus, and how is it used with vector search? What is an index in Milvus, and why is it needed? What is the difference between L2 and Cosine similarity in Milvus? What is the Proxy component in Milvus? What is loading a collection in Milvus, and why is it required before search? What is a Collection in Milvus? What is an embedding vector, in the context of Milvus? What is HNSW, and why is it commonly used in Milvus? What are the similarity/distance metrics Milvus supports? What is Zilliz Cloud? What are the main components of Milvus's architecture? What is a Query Node in Milvus? What is a Data Node in Milvus? What is Milvus? What is a vector database, and how does Milvus fit that category? What is a Partition in Milvus? What is a Segment in Milvus? What are the main vector index types Milvus supports? What is dynamic schema in Milvus?

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