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Milvus Demo Hub: Explore AI-Powered Vector Search in Action

Curious about vector search? Try these hands-on demos to see how Milvus powers AI-driven image search, multimodal retrieval, RAG (Retrieval-Augmented Generation), and chemical structure search.

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  • Retrieval-Augmented Generation (RAG)

    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).

    Learn how we built it
  • Multimodal Image Search

    Multimodal Image Search

    Upload images and edit text to enhance intuitive image searches using advanced retrieval technology.

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  • Hybrid Search

    Hybrid Search

    Experience advanced text search with the BGE-M3 model, delivering precise Dense, Sparse, and Hybrid results for enhanced query relevance.

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  • Image Search

    Image Search

    Images made searchable. Instantaneously return the most similar images from a massive database.

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  • Chemical Structure Search

    Chemical Structure Search

    Blazing fast similarity search, substructure search, or superstructure search for a specified molecule.