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哪部分文档你觉得不得劲？

送你一枝花，聊聊你的看法

Which part of the documentation you'd like to improve

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Which part of the documentation you'd like to improve

REST API Docs and Chinese doc中文文档

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Pull Request Template

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Provide Pull Request Templates

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Which part of the documentation you'd like to improve

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哪部分文档你觉得不得劲？

送你一枝花，聊聊你的看法

Which part of the documentation you'd like to improve

Your proposal

请描述下这个bug

• 我已经在 issue 里搜索过，没有找到相关 bug

讲一下这个bug的人生吧

环境

• OS:
• Python 版本:
• Pinferencia 版本:
• 如果你用容器的话，请提供一下镜像(非必填):

复现这个bug

告诉我怎么抓到这个 bug 吧:
1.
2.
3.

你期待中应该是怎样的

描绘下入锅没有这个 bug，世界是怎样的

日志

日志很重要，告诉我这个 bug 让 Pinferencia 爆了那些粗口。

# 日志写在这里吧

还没说完

还有想说的？来吧。

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Currently it took forever for the poetry to resolve streamlit as a dependency with python version 3.6 and above.

However, we can first add it to the pyproject.toml to facilitate the installation. Like:

pip install pinferencia[streamlit]

to install pinferencia with streamlit.

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Provide Sklearn(Joblib), Pytorch and Tensorflow Handlers

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Add new handlers

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哪部分文档你觉得不得劲？

文档结构和内容需要更合理

送你一枝花，聊聊你的看法

参考：#28 (comment)

中提到的：https://documentation.divio.com/

以此来优化，首先是文档结构的整理，然后逐步优化文档的内容

Which part of the documentation you'd like to improve

English and Chinese Doc Improvement

Your proposal

哪部分文档你觉得不得劲？

送你一枝花，聊聊你的看法

Which part of the documentation you'd like to improve

Your proposal

哪部分文档你觉得不得劲？

为欢乐版文档增加一些比较快乐的描述

送你一枝花，聊聊你的看法

Is your feature request related to a problem? Please describe.
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Support verification with JSON Web Token.

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Pack user's model and codes.

Automatically generate requirements.txt

Automatically generate Dockerfile.

Automatically unpack, install requirements and serve.

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哪部分文档你觉得不得劲？

送你一枝花，聊聊你的看法

Describe the bug

• I have search current issues and no related issues are found.

Should use a new folder to start and test

should use subprocess to start the server

A clear and concise description of what the bug is.

Environment

• OS:
• Python Version:
• Pinferencia Version:
• If you use it in a container, the Docker Image(Optional):

To Reproduce

Steps to reproduce the behavior:
1.
2.
3.

Expected behavior

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# logs here

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Which part of the documentation you'd like to improve

Your proposal

Which part of the documentation you'd like to improve

REST API Documentation

Your proposal

Introduce how to use the default api set and kserve api set

Which part of the documentation you'd like to improve

Your proposal

Which part of the documentation you'd like to improve

Your proposal

Describe the bug

• I have search current issues and no related issues are found.

A clear and concise description of what the bug is.

Environment

• OS:
• Python Version:
• Pinferencia Version:
• If you use it in a container, the Docker Image(Optional):

To Reproduce

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2.
3.

Expected behavior

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Which part of the documentation you'd like to improve

Get Started

Your proposal

Is your feature request related to a problem? Please describe.
Basic API Implementation

Describe the solution you'd like
Support Default v1 and Kserve v2 API

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None

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Describe the bug

• I have search current issues and no related issues are found.

Github Repo Shows as a CSS Projct

A clear and concise description of what the bug is.

Environment

• OS:
• Python Version:
• Pinferencia Version:
• If you use it in a container, the Docker Image(Optional):

To Reproduce

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1.
2.
3.

Expected behavior

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# logs here

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哪部分文档你觉得不得劲？

https://github.com/underneathall/pinferencia/tree/main/docs/get-started/other-models

送你一枝花，聊聊你的看法

对应的Github的链接错误

Describe the bug

• I have search current issues and no related issues are found.
  

A clear and concise description of what the bug is.

The static folder is not packed in the wheel.

Environment

• OS:
• Python Version:
• Pinferencia Version:
• If you use it in a container, the Docker Image(Optional):

To Reproduce

Steps to reproduce the behavior:
1.
2.
3.

Expected behavior

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Logs

If applicable, add logs to help explain your problem.

# logs here

Additional context

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哪部分文档你觉得不得劲？

送你一枝花，聊聊你的看法

Which part of the documentation you'd like to improve

Machine Learning Example

Your proposal

Add huggingface transformer Example

Is your feature request related to a problem? Please describe.
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How to export meaningful metrics when deployed:

[ ] locally
[ ] in the cloud with single instance
[ ] distributed in the cloud with multiple instances

and export:

[ ] what metrics

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Like flask, use decorator to register a function

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Is your feature request related to a problem? Please describe.
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Support Kserve V1 API
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A clear and concise description of any alternative solutions or features you've considered.

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