AgentDB Advanced Features

Sub-millisecond synchronization across distributed AgentDB nodes uses QUIC protocol with built-in encryption and automatic retry. Enable QUIC sync by initializing AgentDB with peer addresses specified, ensuring real-time pattern updates and retrievals across your distributed system without manual intervention.

Hybrid search combines vector similarity matching with metadata filtering for precise results across multiple AgentDB instances. This approach retrieves vectors by semantic similarity while narrowing results by indexed metadata, enabling both accuracy and performance in distributed multi-agent deployments.

Managing multiple AgentDB instances in production requires Node.js 18+, AgentDB v1.0.7+, QUIC synchronization for cross-node coordination, custom distance metrics for specialized search, and secure deployment patterns. Multi-database coordination handles complex architectures and high-performance requirements.

Custom distance metrics are pluggable and optional, allowing you to tune similarity calculations for domain-specific vector patterns. They're particularly valuable in multi-agent systems where standard Euclidean or cosine distance doesn't match your semantic domain, improving retrieval relevance.

QUIC synchronization achieves sub-millisecond latency with built-in encryption and automatic retry, optimized for real-time vector pattern sharing across agents. Standard replication typically introduces higher latency; QUIC's UDP foundation and connection multiplexing enable faster, encrypted coordination without application-level retry logic.

Distributed AgentDB suits multi-agent systems where agents across different servers must share and retrieve vector patterns in real-time with guaranteed low latency. Use it when you need coordinated decision-making, shared context, or cross-node pattern discovery faster than centralized architectures allow.