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Vector databases designed to be deployed as clusters across multiple nodes for scalability and availability.
Distinct from Vector Databases: Distinct from Vector Databases: specifically focuses on the distributed, clustered nature of the deployment for high availability.
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Infinity is a distributed vector database and multimodal vector store designed to manage large-scale datasets for retrieval and similarity search. It serves as a backend for large language model applications and retrieval augmented generation pipelines by storing and retrieving dense vectors, sparse vectors, and full-text data. The system functions as a hybrid search engine, combining vector embeddings and full-text search with reranking algorithms to identify the most relevant documents. It supports multimodal data storage, allowing the maintenance of diverse data types including tensors, st
A scalable distributed vector database architecture supporting cluster deployment for high availability and large datasets.