RasaGPT vs Skyvern

Side-by-side comparison of two AI agent tools

Short answer

  • RasaGPT has had no commit in 41 months; Skyvern is actively maintained (1,313 commits in the last 90 days).
  • Skyvern is growing faster: +340 GitHub stars in the last 30 days vs +0 for RasaGPT.
  • Pick RasaGPT for: headless LLM chatbot platform built on Rasa and LangChain for indexing, retrieval, and context injection. Pick Skyvern for: automate browser based workflows with AI.

From GitHub data refreshed daily.

RasaGPTopen-source

Headless LLM chatbot platform built on Rasa and LangChain for indexing, retrieval, and context injection

Automate browser based workflows with AI

Metrics

RasaGPTSkyvern
Stars2.5k23.1k
Star velocity /mo0.4736842105263158340.42105263157896
Commits (90d)01.3k
Releases (6m)010
Overall score0.144089981479003430.8139691791150941

Pros

  • +开箱即用的完整解决方案，解决了 Rasa 与 LLM 集成的所有技术痛点，包括库冲突、元数据传递等问题
  • +提供完整的技术栈集成，包括 FastAPI 后端、文档上传训练管道、Docker 支持和多平台部署能力
  • +实现了自定义 pgvector 集成和多租户架构，比使用 Langchain 原生方案更加灵活可控
  • +基于视觉 LLMs 的智能识别，能适应网站布局变化，相比传统 XPath 方案更稳定可靠
  • +提供无代码工作流构建器，降低技术门槛，让非技术用户也能创建复杂的自动化流程
  • +与 Playwright 兼容的 SDK 设计，为开发者提供熟悉的接口和强大的 AI 增强功能

Cons

  • -作者明确表示这不是生产级代码，存在 prompt injection 和多种安全漏洞风险
  • -作为概念验证项目，缺乏企业级的安全性、稳定性和性能优化
  • -学习成本较高，需要同时掌握 Rasa、Langchain 和 FastAPI 等多个框架
  • -依赖大语言模型可能导致响应延迟和不可预测性，执行速度相比传统脚本较慢
  • -AI 模型的推理成本可能增加长期运维费用，特别是大规模自动化场景
  • -对复杂网站或特殊交互场景的处理能力仍需验证，可能存在理解偏差

Use Cases

  • •企业内部知识库问答系统，需要结合传统规则对话和 LLM 生成能力的客服场景
  • •多渠道聊天机器人部署，特别是需要同时支持 Telegram、Slack 等平台的应用
  • •需要文档索引和检索功能的智能助手，如技术文档查询、产品说明书问答等场景
  • •电商网站数据采集和价格监控，自动适应不同网站的页面结构变化
  • •表单批量填写和提交，如保险申请、求职申请等重复性业务流程自动化
  • •网站功能测试和监控，自动验证关键业务流程的可用性和性能表现
View RasaGPT DetailsView Skyvern Details

FAQ

Which is more popular, RasaGPT or Skyvern?
Skyvern has more GitHub stars (23,130 vs 2,464).
Which is more actively developed, RasaGPT or Skyvern?
Skyvern had more commits in the last 90 days (1,313 vs 0).
Should I use RasaGPT or Skyvern?
Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.