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Vector stores capable of managing mixed data modalities including tensors and structured text in one environment.
Distinct from Vector Stores: Distinct from Vector Stores: emphasizes the ability to handle diverse data types beyond just simple embedding vectors.
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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 multimodal storage system for managing diverse data types including tensors, strings, and numerics.