What is Milvus?
Milvus is an open-source vector database built for GenAI applications. Install with pip, perform high-speed searches, and scale to tens of billions of vectors with minimal performance loss.
Milvus is an open-source vector database that suits AI applications of every size from running a demo chatbot in Jupyter notebook to building web-scale search that serves billions of users. In this guide, we will walk you through how to set up Milvus locally within minutes and use the Python client library to generate, store and search vectors.
Concept of Milvus
Milvus is an open-source, cloud-native vector database designed for high-performance similarity search on massive vector datasets. Built on top of popular vector search libraries including Faiss, HNSW, DiskANN, and SCANN, it empowers AI applications and unstructured data retrieval scenarios. Before proceeding, familiarize yourself with the basic principles of embedding retrieval.
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