Overview

Features

  • Distributed Architecture

    • P2P network with load balancing

    • Data replication for fault tolerance

    • Horizontal scalability

  • Vector Operations

    • Multiple similarity metrics (L2, cosine, etc.)

    • Different index types (HNSW, Graphine)

    • Batch vector operations

    • Vector metadata support

  • Graph Capabilities

    • Vector relationships management

    • Graph-based queries

    • Customizable relationship types

  • Vectrs Swarms: Distributed AI Agent Framework

    • RAG (Retrieval-Augmented Generation) workflow

    • Custom agent creation and management

    • Task analysis capabilities

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