Transform Pydantic Models into Streamlit UI components

Streamlit Pydantic

Transform Pydantic Models into Streamlit UI components

Streamlit-pydantic makes it easy to deal with Pydantic objects within Streamlit. It allows to directly generate Input as well as Output UI components based on a Pydantic models.

Getting Started

Installation

Requirements: Python 3.6+.

pip install streamlit-pydantic

Usage

Streamlit-pydantic provides the pydantic_input and pydantic_output methods to render input/output UI components from Pydantic models. Those methods can be easily embedded into any streamlit script. For example:

1. Create a script (my_script.py) with a Pydantic model and render it via pydantic_input:

   from pydantic import BaseModel
   import streamlit_pydantic as sp
   
   class ExampleModel(BaseModel):
       text: str
       integer: int
       test: bool
   
   sp.pydantic_input(ExampleModel, "input_data")
   

2. Run the streamlit server on the python

    

    

    

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