traits VS pydantic

Compare traits vs pydantic and see what are their differences.

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traits pydantic
3 175
436 20,937
0.9% 1.6%
7.0 9.8
18 days ago 2 days ago
Python Python
GNU General Public License v3.0 or later MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

traits

Posts with mentions or reviews of traits. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-24.

pydantic

Posts with mentions or reviews of pydantic. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-10-24.
  • FastAPI, Pydantic, Psycopg3: the holy trinity for Python web APIs
    13 projects | dev.to | 24 Oct 2024
    Pydantic is bundled with FastAPI and is excellent for modelling, validating, and serialising API responses.
  • Pydantic Settings + AWS the easy way
    4 projects | dev.to | 28 Jul 2024
    Pydantic Settings is a python library that extends 🚀 Pydantic for dealing with settings management.
  • Understanding FastAPI: How OpenAPI works
    3 projects | dev.to | 24 Jul 2024
    And here is where FastAPI ✨ shines: It leverages Pydantic powerful data validation to offer out of the box JSON Schema and OpenAPI specs via Swagger and Redoc.
  • Checkbox Extraction from PDFs - A Tutorial
    3 projects | dev.to | 16 Jul 2024
    If you carefully think about it, the system that extracts raw text from the PDF needs to both detect and render PDF form elements like checkboxes and radiobuttons in a way that LLMs can understand. In this example, we’ll use LLMWhisperer to extract PDF raw text representing checkboxes and radiobuttons. You can use LLMWhisperer completely free for processing up to 100 pages per day. As for structuring the output from LLMWhisperer, we’ll use GPT3.5-Turbo and we’ll use Langchain and Pydantic to help make our job easy.
  • Table Extraction and Processing from PDFs - A Tutorial
    3 projects | dev.to | 11 Jul 2024
    Pydantic: Use Pydantic to declare your data model. This output parser allows users to specify an arbitrary Pydantic Model and query LLMs for outputs that conform to that schema.
  • Supercharge Your Python Toolkit with These Powerful Tools
    4 projects | dev.to | 8 Jul 2024
    1. Pydantic: Ultimate Data Validation
  • JSON extra uses orjson instead of ujson
    4 projects | news.ycombinator.com | 5 Jun 2024
    I'm really surprised ijl got angry that his mail was quoted, it looks innocent enough to me.

    For reference it's been edited out here: https://github.com/pydantic/pydantic/issues/589

    But github shows edits, so the edit is meaningless for privacy. Here's the original mail (yes, I'm blatantly ignoring his request to not publish this, I'm just this evil.)

        I've looked into replacing ujson in pydantic with orjson
  • Advanced RAG with guided generation
    2 projects | dev.to | 18 Apr 2024
    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.
  • utype VS pydantic - a user suggested alternative
    2 projects | 15 Feb 2024
    utype is a concise alternative of pydantic with simplified parameters and usages, supporting both sync/async functions and generators parsing, and capable of using native logic operators to define logical types like AND/OR/NOT, also provides custom type parsing by register mechanism that supports libraries like pydantic, attrs and dataclasses
  • Pydantic v2 ruined the elegance of Pydantic v1
    1 project | news.ycombinator.com | 28 Jan 2024
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