botpress vs Langflow
Side-by-side comparison of two AI agent tools
Short answer
- Langflow is growing faster: +1,446 GitHub stars in the last 30 days vs +49 for botpress.
- Pick botpress for: the open-source hub to build & deploy GPT/LLM Agents. Pick Langflow for: langflow is a powerful tool for building and deploying AI-powered agents and workflows.
From GitHub data refreshed daily.
botpressopen-source
The open-source hub to build & deploy GPT/LLM Agents ⚡️
Langflowopen-source
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
Metrics
| botpress | Langflow | |
|---|---|---|
| Stars | 14.9k | 155.5k |
| Star velocity /mo | 49.10526315789474 | 1.4k |
| Commits (90d) | 134 | 842 |
| Releases (6m) | 0 | 10 |
| Downloads (30d, npm + PyPI) | 1.8K | 40.1K |
| Overall score | 0.5106282004903443 | 0.8648447396988407 |
Pros
- +完整的开源生态系统，包含 CLI、SDK 和丰富的集成插件，支持快速开发和部署
- +内置 OpenAI/GPT 集成，提供先进的自然语言处理能力和智能对话功能
- +强大的社区支持和扩展性，拥有活跃的贡献者社区和 Botpress Hub 集成市场
- +可视化拖拽界面让非技术用户也能快速构建AI工作流
- +支持多种部署方式包括API、MCP服务器和桌面应用，集成灵活性极高
- +内置对所有主流LLM和向量数据库的支持，生态系统完整
Cons
- -学习曲线相对陡峭，需要掌握平台特定的概念和开发模式
- -高级功能可能需要 Botpress Cloud 订阅，开源版本功能有限
- -文档和教程主要以英文为主，中文资源相对稀缺
- -需要Python 3.10-3.13环境，对非Python用户有技术门槛
- -复杂的企业级功能可能对简单用例过于繁重
- -学习曲线较陡，充分利用所有功能需要时间投入
Use Cases
- •企业客服自动化：构建智能客服机器人处理常见问题和工单管理
- •电商购物助手：开发个性化的产品推荐和订单处理机器人
- •内部知识管理：创建企业内部的 AI 助手用于员工培训和信息查询
- •构建多代理协作系统处理复杂业务流程和决策
- •将AI工作流部署为API服务供其他应用程序调用
- •快速原型制作和可视化测试AI工作流的效果和逻辑
FAQ
- Which is more popular, botpress or Langflow?
- Langflow has more GitHub stars (155,471 vs 14,932).
- Which is more actively developed, botpress or Langflow?
- Langflow had more commits in the last 90 days (842 vs 134).
- Should I use botpress or Langflow?
- 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.