Agent Development Kit (ADK) vs Griptape
Side-by-side comparison of two AI agent tools
A
Agent Development Kit (ADK)open-source
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 | |
|---|---|---|
| Stars | 21.7k | 2.6k |
| Star velocity /mo | 1.8k | 12.51336898395722 |
| Commits (90d) | 1.3k | 38 |
| Releases (6m) | 10 | 7 |
| Overall score | 0.8546977073741404 | 0.5185239733765121 |
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.