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A universal tool suite for managing vector databases such as Pinecone, Chroma, Qdrant, and Weaviate. Facilitates straightforward management and integration of multiple vector database systems.
A curated awesome list compiling resources, tools, vector databases, and research relevant to vector search and storage. Serves as a meta-resource for exploring the vector database ecosystem.
Milvus CLI is a command-line interface for managing and interacting with Milvus vector databases, allowing users to perform database operations and manage collections efficiently.
LiquidMetal AI is a platform providing intelligent storage with built-in AI capabilities, including vector database features for building advanced AI applications.
This survey paper provides an overview of the landscape, technologies, and applications of vector databases, making it a valuable resource for understanding the field.
A comprehensive academic survey that explores the architecture, storage, retrieval techniques, and challenges associated with vector databases. It categorizes algorithmic approaches to approximate nearest neighbor search (ANNS) and discusses how vector databases can be integrated with large language models, offering valuable insights and foundational knowledge for understanding and building vector database systems.
This ACL 2023 tutorial reviews retrieval-based language models, which often rely on vector databases and vector search systems to retrieve relevant context. The tutorial covers methods and applications central to the use of vector databases in modern NLP systems.
vector-admin is a universal tool suite for managing vector databases such as Pinecone, Chroma, Qdrant, and Weaviate. It provides a unified interface and set of tools to facilitate straightforward management and integration of multiple vector database systems.
management, tools, vector-databases, integration