Milvus makes it easy to add similarity search to your applications.
Store, index, and manage massive embedding vectors generated by deep neural networks and other machine learning (ML) models.
Retrieval-Augmented Generation (RAG)
Ask AI is a RAG chatbot for Milvus documentation and help articles. The vector database powering retrieval is Zilliz Cloud (fully-managed Milvus).
Multimodal Image Search
Upload images and edit text to enhance intuitive image searches using advanced retrieval technology.
Hybrid Search
Experience advanced text search with the BGE-M3 model, delivering precise Dense, Sparse, and Hybrid results for enhanced query relevance.
Image Search
Images made searchable. Instantaneously return the most similar images from a massive database.
Chemical Structure Search
Blazing fast similarity search, substructure search, or superstructure search for a specified molecule.