awesome-pydantic
github.com/kludex/awesome-pydantic ↗A curated list of awesome things related to Pydantic! 🌪️
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me utilities resources from awesome-pydantic"
Installation instructions →What's inside
Utilities
- AioClock
Scheduler framework asyncio-based designed for execution of periodic task with dependency injection
- autodoc_pydantic
Seamlessly integrate pydantic models in your Sphinx documentation.
- datamodel-code-generator
Pydantic model generator for easy conversion of JSON, OpenAPI, JSON Schema, GraphQL Schema, and YAML data sources.
- easyconfig
Easy application configuration with yaml files and pydantic models. Allows automatic creation of default configuration files with value descriptions as comments. Additionally has environment variable expansion and support for docker secrets. Can also has support for reloading values on the fly e.g. in combination with a file watcher. Works with normal pydantic models and pydantic settings.
- env-example
A command line tool for creating a .env.example file for all Pydantic settings classes in your project.
- erdantic
Entity relationship diagrams for Python data model classes like Pydantic.
Object Mapping
- Beanie
Beanie - is an Asynchronous Python object-document mapper (ODM) for MongoDB, based on Motor and Pydantic.
- django-pydantic-field
Django JSONField with Pydantic models as a Schema. DRF supported.
- Djantic
Pydantic model support for Django.
- Edgy
Edgy is a modern, full suite complete ORM fully built on the top of Pydantic v2. All you need in a ORM in one place. From migrations, to automatic validations.
- FastDepends
FastDepends - FastAPI Dependency Injection system extracted from FastAPI and cleared of all HTTP logic.
- Mongox
Familiar async MongoDB ODM based on Pydantic and Motor.
Web
- BlackSheep
BlackSheep is an asynchronous web framework to build event based web applications with Python. It is inspired by Flask, ASP.NET Core, and the work by Yury Selivanov.
- Django Ninja
Django + Pydantic = Fast, Async-ready, OpenAPI, type hints based framework for building APIs.
- Esmerald
Full suite python web framework with results and design in mind based on Python type hints and pydantic.
- FastAPI
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
- FastStream
FastStream simplifies the process of writing producers and consumers for message queues, handling all the parsing, networking and documentation generation automatically.
- Flask Pydantic
Flask extension for integration of the awesome pydantic package with Flask.
Machine Learning
- BoFire
Bayesian Optimization Framework Intended for Real Experiments.
- ContextGem
A free, open-source LLM framework that makes it radically easier to extract structured data and insights from documents with minimal code.
- DocArray
Represent, send, store and search multimodal data based on Pydantic. Compatible with Multiple Vector Databases
- FastMRI
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.
- Instructor
Controlling OpenAI Function Calling via Pydantic Models
- jina
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.
Command-Line Interface
- Clipstick
Clipstick creates your cli using Pydantic models. Define a Pydantic model as you would normally do, pass it to
- Pydantic Argparse
Pydantic Argparse provides declarative typed argument parsing using Pydantic models. (Compatibility with Pydantic V2 still pending)
- Tyro
Tyro is a tool for generating command-line interfaces and configuration objects in Python. Generates CLI interfaces, populates helptext automatically from defaults, annotations and docstrings, understand nesting of
Data Engineering
- Laktory
A DataOps framework for building Databricks lakehouse.
- sparkdantic
A library that converts Pydantic models to PySpark schemas (StructType), facilitating schema validation in PySpark pipelines.
Showing a sample of 69 resources. View the full list on GitHub →