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agentdb v1.0.0 - Ultra-fast Agent Memory Database

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@ruvnet ruvnet released this 18 Oct 05:25

agentdb v1.0.0

🚀 Initial Release

Ultra-fast agent memory and vector database with ReasoningBank for AI agents. Built on SQLite with QUIC sync. From ruv.io - Advanced AI Infrastructure.

Key Features

  • ⚡ Dual backend support (Native better-sqlite3 + WASM sql.js)
  • 🧠 6 Advanced Learning Plugins (Federated, Curriculum, Active, Adversarial, NAS, Multi-Task)
  • 🔍 HNSW vector indexing for fast similarity search
  • 📊 Product & Scalar quantization for memory efficiency
  • 🔄 QUIC-based sync for distributed systems
  • 🎯 Query builder with filtering and aggregation
  • 📦 ReasoningBank integration for experience replay
  • 🔌 MCP server support for Model Context Protocol

Installation

npm install agentdb

Quick Start

import { createVectorDB } from 'agentdb';

const db = await createVectorDB();
await db.insert('id1', [0.1, 0.2, 0.3], { label: 'example' });
const results = await db.search([0.1, 0.2, 0.3], 5);

Documentation

Test Results

  • 138/141 tests passing (98%)
  • All 6 advanced learning plugins fully functional
  • Comprehensive browser and Node.js examples

License

Dual-licensed under MIT OR Apache-2.0