Pydantic

Open-source projects categorized as Pydantic
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Topics: Python Fastapi Asyncio Python3 OpenAPI
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Top 23 Pydantic Open-Source Projects

  • fastapi

    FastAPI framework, high performance, easy to learn, fast to code, ready for production

    • Project mention: Building an Email Assistant Application with Burr | dev.to | 2024-04-26

    In this tutorial, I will demonstrate how to use Burr, an open source framework (disclosure: I helped create it), using simple OpenAI client calls to GPT4, and FastAPI to create a custom email assistant agent. We’ll describe the challenge one faces and then how you can solve for them. For the application frontend we provide a reference implementation but won’t dive into details for it.

  • pydantic

    Data validation using Python type hints

    • Project mention: Advanced RAG with guided generation | dev.to | 2024-04-18

    First, note the method prefix_allowed_tokens_fn. This method applies a Pydantic model to constrain/guide how the LLM generates tokens. Next, see how that constrain can be applied to txtai's LLM pipeline.

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  • sqlmodel

    SQL databases in Python, designed for simplicity, compatibility, and robustness.

  • FastUI

    Build better UIs faster.

    • Project mention: FastUI: Build Better UIs Faster | news.ycombinator.com | 2024-03-01

    Django admin is really extensible. I'm not seeing here how to offer multiple forms against the same model. Eg if a user can edit some of their profile but not the subscription plan field, while a sales team can.

    https://github.com/pydantic/FastUI/blob/main/demo/forms.py#L...

  • django-ninja

    💨 Fast, Async-ready, Openapi, type hints based framework for building APIs

    • Project mention: Ask HN: What Underrated Open Source Project Deserves More Recognition? | news.ycombinator.com | 2024-03-07

    Django Ninja [1], it forever changed how I write Django project, in a way so elegant and productive.

    [1]: https://django-ninja.dev/

  • litestar

    Production-ready, Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs

    • Project mention: Litestar – powerful, flexible, and highly performant Python ASGI framework | news.ycombinator.com | 2024-02-26

    What would you like to see here? Could you perhaps open an issue at https://github.com/litestar-org/litestar so we can track and implement this?

    If you are just needing a client what you need should be available OOTB, unless you want more hands off.

    Here is also a good article for example: https://dev.to/pbaletkeman/secure-python-litestar-site-with-...

  • rocketry

    Modern scheduling library for Python

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • opyrator

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

    • Project mention: Opyrator: Turns your Python code into microservices with web API and webUI | news.ycombinator.com | 2023-10-30

  • docarray

    Represent, send, store and search multimodal data

  • uvicorn-gunicorn-fastapi-docker

    Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python with performance auto-tuning.

  • vizro

    Vizro is a toolkit for creating modular data visualization applications.

    • Project mention: Vizro – toolkit for creating modular data visualization applications | news.ycombinator.com | 2023-09-26

  • datamodel-code-generator

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

    • Project mention: Datamodel-code-generator: Pydantic model/dataclass from OpenAPI, JSON, YAML | news.ycombinator.com | 2023-11-16

  • beanie

    Asynchronous Python ODM for MongoDB

    • Project mention: Ask HN: Where do I find good code to read? | news.ycombinator.com | 2023-08-24

    I recently came across Beanie. A Python ORM for MongoDb. A pleasure to work with and integrates well with FastAPI, the tests document the code well, and at this point it’s only as complicated as it needs to be.

    https://github.com/roman-right/beanie

  • prisma-client-py

    Prisma Client Python is an auto-generated and fully type-safe database client designed for ease of use

  • ormar

    python async orm with fastapi in mind and pydantic validation

  • magentic

    Seamlessly integrate LLMs as Python functions

    • Project mention: Building a local AI smart Home Assistant | news.ycombinator.com | 2024-01-13

    See Magentic for something similar: https://github.com/jackmpcollins/magentic

  • pydantic-core

    Core validation logic for pydantic written in rust

    • Project mention: Is there a pydantic.BaseSettings equivalent in rust? | /r/rust | 2023-06-05

    Funny that you ask... https://github.com/pydantic/pydantic-core Unfortunately it seems that the functionality you ask for is not (yet) part of this ...

  • polar

    Polar is the creator platform for developers & the open source ecosystem.

    • Project mention: GitHub now officially supports polar.sh as a funding platform | news.ycombinator.com | 2024-02-15

    Hey HN,

    Birk from Polar here. We're building a platform for open source developers offering better funding & community tools. We're building it open source too: https://github.com/polarsource/polar

    Here to answer any questions you might have. You can read more about this on our own Polar page for Polar:

  • redis-om-python

    Object mapping, and more, for Redis and Python

  • odmantic

    Sync and Async ODM (Object Document Mapper) for MongoDB based on python type hints

    • Project mention: Is there mongoose alternative in Python? (A NoSQL ORM) | /r/learnpython | 2023-05-14

  • polyfactory

    Simple and powerful factories for mock data generation

  • authx

    Ready-to-use and customizable Authentications and Oauth2 management for FastAPI ✨

  • tanuki.py

    Prompt engineering for developers

    • Project mention: [D] Alignment using tests? Will it work? | /r/MachineLearning | 2023-12-06

    I came across this open source library a few times across Reddit + HN and something that piqued my interest was their concept around "test-driven alignment".

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Pydantic related posts

Index

What are some of the best open-source Pydantic projects? This list will help you:

Project Stars
1 fastapi 71,023
2 pydantic 18,617
3 sqlmodel 12,949
4 FastUI 7,292
5 django-ninja 6,197
6 litestar 4,453
7 rocketry 3,175
8 opyrator 3,014
9 docarray 2,748
10 uvicorn-gunicorn-fastapi-docker 2,528
11 vizro 2,358
12 datamodel-code-generator 2,302
13 beanie 1,795
14 prisma-client-py 1,610
15 ormar 1,578
16 magentic 1,575
17 pydantic-core 1,270
18 polar 1,269
19 redis-om-python 1,011
20 odmantic 974
21 polyfactory 873
22 authx 686
23 tanuki.py 634

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