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neo4j-labs/agent-memory

这是一个基于Neo4j图数据库的AI代理内存系统,用于存储对话、构建知识图谱,并让AI代理从自身推理中学习。支持短期记忆、长期记忆和推理记忆,提供实体提取与图结构化存储。

neo4j-labs/agent-memory

技术栈

框架

FastAPI Next.js ^14.2.0 React ^18.2.0

数据请求

React Query ^5.17.0

构建工具

Vite ^5.0.0

网络

Axios ^1.6.0

CSS-in-JS

Emotion ^11.11.0

代码规范

ESLint ^8.56.0
查看全部依赖 (57)

依赖

.. @chakra-ui/react ^3.0.0 @neo4j-nvl/base ^1.0.0 @neo4j-nvl/react ^1.0.0 @turf/turf ^7.0.0 @vercel/analytics ^1.6.1 Pydantic agent-framework aws-cdk-lib ^2.120.0 constructs ^10.3.0 framer-motion ^12.33.0 gliner https leaflet ^1.9.4 leaflet-draw ^1.0.4 leaflet.heat ^0.2.0 leaflet.markercluster ^1.5.3 leaflet.polylinemeasure ^1.0.0 neo4j neo4j-agent-memory next-themes ^0.4.0 openai pydantic-ai pydantic-settings python-dotenv react-dom ^18.2.0 react-force-graph-2d ^1.25.0 react-icons ^5.0.0 react-leaflet ^4.2.1 react-leaflet-cluster ^2.1.0 react-markdown ^9.0.0 react-router-dom ^6.22.0 recharts ^2.12.0 spacy sse-starlette uuid ^10.0.0 uvicorn vis-network ^9.1.9

开发依赖

@antora/cli ^3.1.0 @antora/site-generator ^3.1.0 @types/leaflet ^1.9.8 @types/leaflet-draw ^1.0.11 @types/leaflet.heat ^0.2.4 @types/leaflet.markercluster ^1.5.4 @types/node ^20.10.0 @types/react ^18.2.0 @types/react-dom ^18.2.0 @types/uuid ^10.0.0 @typescript-eslint/eslint-plugin ^6.0.0 @typescript-eslint/parser ^6.0.0 @vitejs/plugin-react ^4.2.0 aws-cdk ^2.120.0 eslint-config-next 14.2.0 eslint-plugin-react-hooks ^4.6.0 eslint-plugin-react-refresh ^0.4.5 http-server ^14.1.1 typescript ^5.3.0

截图

The Neo4j Agent Memory data model
The Neo4j Agent Memory entity extraction pipeline
Neo4j Agent Memory MCP server
The memory abstractions exposed by the Neo4j Agent Memory package
Create Context Graph full stack context graph application powered by Neo4j Agent Memory

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