What problem does it solve?
AgentDB advanced features help you deploy production-grade distributed vector search and memory systems that need low-latency synchronization, high-quality retrieval, and flexible ranking across multiple knowledge domains.
Core Features & Use Cases
- QUIC synchronization for multi-node coordination: Keep multiple AgentDB instances consistent with encrypted, multiplexed cross-node sync designed for sub-millisecond latency.
- Hybrid search (vector + metadata) with advanced filtering: Combine semantic similarity with structured constraints such as domains, recency, categories, price ranges, tags, and numeric thresholds.
- Configurable retrieval quality controls: Use custom distance metrics and MMR to balance relevance and diversity, plus context synthesis for higher-level reasoning from retrieved memories.
- Multi-database management patterns: Separate databases by purpose (e.g., knowledge vs. conversations) and shard by domain for scalable routing.
Quick Start
Configure QUIC sync across your peers using createAgentDBAdapter with enableQUICSync enabled, then run retrieveWithReasoning with hybrid weights and filters to return precise, domain-scoped results.