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agentdb-advanced-features

Name: agentdb-advanced-features
Author: ruvnet

"Master advanced AgentDB features including QUIC synchronization, multi-database management, custom distance metrics, hybrid search, and distributed systems integration. Use when building distributed AI systems, multi-agent coordination, or advanced vector search applications."

TL;DR

Enables sub-millisecond sync, custom metrics, hybrid search in distributed AI systems.

What Is It

QUIC sync for <1ms node synchronization with encryption and retries
Custom distance metrics for specialized vector similarity
Hybrid search combining vector and metadata filters
Multi-database management across distributed nodes

Key Features

Sub-millisecond QUIC sync with automatic retry and multiplexing
Support for cosine, Euclidean, dot, and custom distance metrics
Hybrid search with metadata filtering and weighting
Distributed pattern synchronization across nodes
Built-in encryption (TLS 1.3) and compression
Support for complex metadata queries and filters
Automatic peer discovery and event-based broadcasting

How to Use

1.Set enableQUICSync: true and configure syncPeers and port
2.Use retrieveWithReasoning with metric and filter options
3.Implement custom distance functions for specialized use cases
4.Deploy across multiple nodes with consistent configuration

Guardrails & Gotchas

MUST use v1.0.7+ to support QUIC sync
FORBIDDEN: do not mix unnormalized vectors with dot product
MUST ensure metadata filters are correctly typed and validated
CRITICAL: incorrect distance metric can lead to poor search relevance

GitHub Stats

Author

@ruvnet

Repository

ruvnet/claude-flow

Stars

62,620

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