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Awesome GitHub RepositoriesMultimodal Retrieval Systems
Platforms that enable cross-modal data searching by mapping diverse media types into shared vector spaces.
Distinguishing note: Specifically addresses the retrieval of heterogeneous data types like images and text via embeddings.
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Awesome Multimodal Retrieval Systems GitHub Repositories
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- milvus-io/milvus
milvus-io/milvus
42,889View on GitHubMilvus is a specialized vector database engine designed for the indexing, management, and high-speed similarity retrieval of high-dimensional vector embeddings. It functions as a similarity search engine capable of identifying nearest neighbors within large-scale vector spaces, supporting the storage and retrieval of billions of data points while maintaining consistent performance. The system utilizes a distributed architecture that decouples storage, query, and coordination into independent services, allowing for horizontal scaling across clusters. It employs a global indexing mechanism that
Enables searching across diverse media types by utilizing shared vector representations.
Goannscloud-nativediskann
