需 Python 3.9~3.12;README 未说明默认端口与额外后端依赖

taipy
AvaigaApache-2.0活跃维护用 Python 把数据和 AI 算法快速封装成可上生产环境的 Web 应用,内置数据集成、可视化、任务调度和 MLOps 编排能力。
Turns Data and AI algorithms into production-ready web applications in no time.
用纯 Python 把数据和 AI 算法快速变成可上生产的 Web 应用
用 Python 把数据和 AI 算法快速封装成可上生产环境的 Web 应用,内置数据集成、可视化、任务调度和 MLOps 编排能力。
核心能力
- 仅用 Python 生成前端用户界面
- 集成数据接入与流水线编排
- 支持 what-if 分析与场景管理
- 内置认证、角色与用户管理
- 提供定时任务与调度能力
容易踩的坑
- 4.2.0.dev9-templatespre-release最新正式版2026-04-30 · 2026-04-30 10:05 UTC
Dev Release 4.2.0.dev9-templates
- 4.2.0.dev9-restpre-release2026-04-30 · 2026-04-30 10:05 UTC
查看更新说明
Dev Release 4.2.0.dev9-rest
- 4.2.0.dev9-guipre-release2026-04-30 · 2026-04-30 10:04 UTC
查看更新说明
Dev Release 4.2.0.dev9-gui
- 4.2.0.dev9-corepre-release2026-04-30 · 2026-04-30 09:58 UTC
查看更新说明
Dev Release 4.2.0.dev9-core
- 4.2.0.dev9-commonpre-release2026-04-30 · 2026-04-30 09:58 UTC
查看更新说明
Dev Release 4.2.0.dev9-common
用户点评
登录用户的真实使用记录,可按版本和硬件筛选还没有人点评。第一个说出真实体验的人最有价值。
Table of Contents
- Taipy? What for?
- Taipy and its ecosystem
- Quickstart
- Documentation and resources
- Contributing
- Code of Conduct
- License
⭐ What for?
Taipy is designed for data scientists and machine learning engineers to create data & AI driven web applications.
⭐️ Enables building production-ready web applications. ⭐️ No need to learn new languages; only Python is needed. ⭐️ Focus on data and AI algorithms. Delegates development complexities to Taipy. ⭐️ Simplifies production operations (hosting, deployments, maintenance, etc.).
✨ Taipy and Taipy Ecosystem
Taipy includes the Taipy Python library enabling developers to easily empower their end-users with:
- User interface generation
- Data Integration
- Pipeline orchestration
- What-if analysis and scenario management
- Authentication, roles and user management
- Cron jobs and scheduling
Besides the Taipy Library, the Taipy Ecosystem includes:
- Taipy Designer
- Taipy Studio
- Predefined templates
- Data platform integration
Taipy comes with a set of materials to facilitate production operations and maintenance.
- Command line interface.
- Deployment scripts.
- Version Management.
- Data migration.
- Telemetry and monitoring.
⏩ Quickstart
To install the stable release of Taipy, run:
pip install taipy
For alternative installation methods, an Installation Guide provides step-by-step instructions.
💡 Documentation and resources
A comprehensive documentation set is available at Taipy Documentation to help you with Taipy tools.
It includes Tutorials, user manuals, API references, and Galleries.
⚒️ Contributing
Want to help build Taipy? Check out our Contributing Guide.
🪄 Code of Conduct
Want to be part of the Taipy community? Check out our Code of Conduct
🪪 License
Copyright 2021-2025 Avaiga Private Limited
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at Apache License
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
