Agent Development Kit (ADK) vs Griptape

Side-by-side comparison of two AI agent tools

An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Griptapeopen-source

Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.

Metrics

Agent Development Kit (ADK)Griptape
Stars21.7k2.6k
Star velocity /mo1.8k12.51336898395722
Commits (90d)1.3k38
Releases (6m)107
Overall score0.85469770737414040.5185239733765121

Pros

    • +模块化架构支持Agent、Pipeline、Workflow三种执行模式,适应不同的AI应用需求
    • +三层内存管理系统(对话/任务/元内存)提供了灵活的上下文和状态管理
    • +Driver抽象层允许无缝切换LLM提供商和外部服务,减少供应商锁定

    Cons

      • -仅支持Python生态系统,限制了跨语言项目的使用
      • -框架的抽象层可能增加学习成本,对AI开发新手不够友好
      • -相对较新的框架,社区生态系统和第三方扩展还在发展中

      Use Cases

        • •构建具有记忆能力的对话AI代理,需要维持长期上下文的客服或助手应用
        • •开发多步骤数据处理Pipeline,如文档分析、内容生成、质量检查的顺序工作流
        • •实现复杂的并行AI工作流,同时处理多个独立任务如批量内容生成或数据分析

        FAQ

        Which is more popular, Agent Development Kit (ADK) or Griptape?
        Agent Development Kit (ADK) has more GitHub stars (21,688 vs 2,580).
        Which is more actively developed, Agent Development Kit (ADK) or Griptape?
        Agent Development Kit (ADK) had more commits in the last 90 days (1,322 vs 38).
        Should I use Agent Development Kit (ADK) or Griptape?
        Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.