A curated list of awesome things related to Pydantic! 🌪️

Overview

Awesome Pydantic Awesome

A curated list of awesome things related to Pydantic.

These packages have not been vetted or approved by the pydantic team.

Feel free to add your own package here by creating a PR. You just need to add an entry to the awesome.yaml file.

Transformers - 45471

State-of-the-art Natural Language Processing for PyTorch and TensorFlow 2.0.

FastAPI - 30517

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.

spaCy - 20329

spaCy is a free open-source library for Natural Language Processing in Python. It features NER, POS tagging, dependency parsing, word vectors and more.

ray - 15799

Ray provides a simple, universal API for building distributed applications.

jina - 3226

Jina is geared towards building search systems for any kind of data, including text, images, audio, video and many more. With the modular design & multi-layer abstraction, you can leverage the efficient patterns to build the system by parts, or chaining them into a Flow for an end-to-end experience.

HttpRunner - 2413

HttpRunner is a simple & elegant, yet powerful HTTP(S) testing framework.

Opyrator - 1850

Turns your machine learning code into microservices with web API, interactive GUI, and more.

Django Ninja - 1076

Django + Pydantic = Fast, Async-ready, OpenAPI, type hints based framework for building APIs.

Strawberry GraphQL - 964

Python GraphQL library based on dataclasses.

FastMRI - 634

fastMRI is a collaborative research project from Facebook AI Research (FAIR) and NYU Langone Health to investigate the use of AI to make MRI scans faster.

datamodel-code-generator - 457

Pydantic model generator for easy conversion of JSON, OpenAPI, JSON Schema, and YAML data sources.

ODMantic - 284

Asynchronous ODM(Object Document Mapper) for MongoDB based on standard python type hints. It's built on top of pydantic for model definition and validation.

Ormar - 215

Ormar is an async ORM that was written with FastAPI in mind and uses pydantic validation. It bridges FastAPI with pydantic, as ormar models can be used directly in FastAPI requests and responses so you are left with only one set of models to maintain. Alembic migrations included.

Pydantic PyCharm Plugin - 140

A JetBrains PyCharm plugin for pydantic.

Djantic - 107

Pydantic model support for Django.

Flask Pydantic - 106

Flask extension for integration of the awesome pydantic package with Flask.

Beanie - 105

Beanie - is an Asynchronous Python object-document mapper (ODM) for MongoDB, based on Motor and Pydantic.

SpecTree - 91

API spec validator and OpenAPI document generator for Python web frameworks (Flask, Falcon, Starlette).

Goodconf - 60

A thin wrapper over Pydantic's settings management. Allows you to define configuration variables and load them from environment or JSON/YAML file. Also generates initial configuration files and documentation for your defined configuration.

erdantic - 25

Entity relationship diagrams for Python data model classes like Pydantic.

autodoc_pydantic - 10

Seamlessly integrate pydantic models in your Sphinx documentation.

jsf - 6

Creates fake JSON files from a JSON schema.

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Comments
  • Automate category awesome list

    Automate category awesome list

    Add a category for the awesome list, but I'm not sure the classification is suitable.

    Category list:

    • Machine Learning
    • Object Mapping
    • Utilities
    • Web

    Maybe it can more specific.

    opened by ischaojie 2
  • Automate category awesome list

    Automate category awesome list

    Add a category for the awesome list, but I'm not sure the classification is suitable.

    Category list:

    • Machine Learning
    • Object Mapping
    • Utilities
    • Web

    Maybe it can more specific.

    opened by ischaojie 0
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