Graphify vs Memary

Side-by-side comparison of two AI agent tools

Short answer

  • Memary has had no commit in 23 months; Graphify is actively maintained (1,056 commits in the last 90 days).
  • Graphify is growing faster: +6,540 GitHub stars in the last 30 days vs +12 for Memary.
  • Graphify is freemium; Memary is open-source.
  • Pick Graphify for: local tool that parses code, docs, SQL schemas, configs, and PDFs into a queryable knowledge graph. Pick Memary for: the Open Source Memory Layer For Autonomous Agents.

From GitHub data refreshed daily.

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Graphifyfreemium

Local tool that parses code, docs, SQL schemas, configs, and PDFs into a queryable knowledge graph

Memaryopen-source

The Open Source Memory Layer For Autonomous Agents

Metrics

GraphifyMemary
Stars123.4k2.7k
Star velocity /mo6.5k11.842105263157896
Commits (90d)1.1k0
Releases (6m)100
Downloads (30d, npm + PyPI)—40
Overall score0.90441256081360180.1952301943477728

Pros

    • +开源透明的记忆管理系统，允许完全自定义和扩展记忆机制
    • +同时支持本地模型（Ollama）和云端模型（OpenAI），提供灵活的部署选择
    • +内置模型切换功能，可以无缝在不同AI提供商之间切换而无需重写代码

    Cons

      • -严格的Python版本限制（<=3.11.9），可能与较新的开发环境不兼容
      • -复杂的初始配置，需要设置多个API密钥和数据库连接
      • -依赖特定的模型框架和外部服务，增加了系统的复杂性和维护成本

      Use Cases

        • •构建需要跨会话保持记忆的AI客服或助手系统，提供个性化的用户体验
        • •开发具有长期学习能力的自主AI智能体，用于复杂的决策和规划任务
        • •创建多轮对话AI应用，如教育助手或咨询系统，需要记住历史交互内容
        View Graphify DetailsView Memary Details

        FAQ

        Which is more popular, Graphify or Memary?
        Graphify has more GitHub stars (123,420 vs 2,653).
        Which is more actively developed, Graphify or Memary?
        Graphify had more commits in the last 90 days (1,056 vs 0).
        Should I use Graphify or Memary?
        Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.