anything-llm vs windmill
Side-by-side comparison of two AI agent tools
anything-llmopen-source
The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
windmillopen-source
Open-source developer platform to power your entire infra and turn scripts into webhooks, workflows and UIs. Fastest workflow engine (13x vs Airflow). Open-source alternative to Retool and Temporal.
Metrics
| anything-llm | windmill | |
|---|---|---|
| Stars | 56.9k | 16.1k |
| Star velocity /mo | 4.7k | 1.3k |
| Commits (90d) | — | — |
| Releases (6m) | 6 | 10 |
| Overall score | 0.7691801938156699 | 0.7205387720953776 |
Pros
- +隐私优先的本地部署确保数据安全和控制权
- +一体化平台整合文档聊天、AI 代理和多用户功能
- +高度可配置且声称无需复杂设置过程
- +Multi-language support with automatic UI generation from scripts in Python, TypeScript, Go, Bash, SQL, and more
- +High performance workflow engine claiming 13x faster execution than Airflow
- +Self-hostable open-source solution with AGPLv3 license providing full control and customization
Cons
- -本地部署可能需要较多的硬件资源和技术维护
- -相比云端解决方案，扩展性和便利性可能受限
- -AGPLv3 license may restrict some commercial use cases and require careful compliance consideration
- -Being a comprehensive platform may introduce complexity for simple automation tasks
- -Self-hosting requires infrastructure management and maintenance overhead
Use Cases
- •企业需要在私有环境中部署 AI 文档问答系统
- •处理敏感数据的组织要求完全控制 AI 处理流程
- •多用户团队需要协作式的 AI 工作空间和代理工具
- •Building internal APIs and webhooks from existing scripts without additional infrastructure
- •Creating automated workflows for background jobs and data processing pipelines
- •Developing low-code internal applications with custom UIs for non-technical team members