AgentDB Advanced Features
This is for when you need serious AgentDB features beyond the basics: QUIC-based synchronization across distributed nodes (sub-millisecond latency), hybrid vector search with metadata filtering, custom distance metrics, and multi-database coordination. It's built on agentic-flow and assumes you already understand distributed systems and vector search fundamentals. The performance claims are aggressive, under 1ms for cross-node sync, which matters if you're building production AI systems that need to scale horizontally. Part of the ruflo collection from ruvnet, which has solid traction at 57.5K GitHub stars. You'll want Node.js 18+ and AgentDB v1.0.7 or higher to use any of this.
- GitHub stars
- 67.2K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add ruvnet/ruflo --skill 'AgentDB Advanced Features' --agent claude-codeInstalls into .claude/skills of the current project.
Files
AgentDB Advanced Features
What This Skill Does
Covers advanced AgentDB capabilities for distributed systems, multi-database coordination, custom distance metrics, hybrid search (vector + metadata), QUIC synchronization, and production deployment patterns. Enables building sophisticated AI systems with sub-millisecond cross-node communication and advanced search capabilities.
Performance: <1ms QUIC sync, hybrid search with filters, custom distance metrics.
Prerequisites
- Node.js 18+
- AgentDB v1.0.7+ (via agentic-flow)
- Understanding of distributed systems (for QUIC sync)
- Vector search fundamentals
QUIC Synchronization
What is QUIC Sync?
QUIC (Quick UDP Internet Connections) enables sub-millisecond latency synchronization between AgentDB instances across network boundaries with automatic retry, multiplexing, and encryption.
Benefits:
- <1ms latency between nodes
- Multiplexed streams (multiple operations simultaneously)
- Built-in encryption (TLS 1.3)
- Automatic retry and recovery
- Event-based broadcasting
Enable QUIC Sync
import { createAgentDBAdapter } from 'agentic-flow$reasoningbank';
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- Repository
- github.com/ruvnet/ruflo
- Categories
- Backend & APIs, AI & Agent Building, Databases
- First seen
- Jun 3, 2026
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