Sofie Van Landeghem's Avatar

Sofie Van Landeghem

@oxykodit.bsky.social

I'm a software developer, open-source maintainer and NLP engineer. I love data, coding, testing, developing ML models and getting sh*t done. Through my one-woman company OxyKodit, I implement tailored NLP solutions for any domain: https://oxykodit.com

809 Followers  |  234 Following  |  67 Posts  |  Joined: 16.10.2023  |  2.2499

Latest posts by oxykodit.bsky.social on Bluesky

Who's hungry? There's pi ๐Ÿฅง

FastAPI 0.118.3 has official support for Python 3.14 ๐ŸŽ‰

Big thanks to @oxykodit.bsky.social for a long debugging and preparation process! ๐Ÿ™Œ

And shoutout to @1st1.dev and Fantix from @geldata.com for the new httptools with support for 3.14 ๐Ÿ™‡

10.10.2025 10:56 โ€” ๐Ÿ‘ 7    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
Preview
GitHub - fastapi/sqlmodel: SQL databases in Python, designed for simplicity, compatibility, and robustness. SQL databases in Python, designed for simplicity, compatibility, and robustness. - fastapi/sqlmodel

Here's SQLModel 0.0.27, with support for Python 3.14 ๐Ÿ๐Ÿ˜Ž

@oxykodit.bsky.social ๐Ÿ™Œ

github.com/fastapi/sqlm...

08.10.2025 16:42 โ€” ๐Ÿ‘ 5    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
GitHub - fastapi/sqlmodel: SQL databases in Python, designed for simplicity, compatibility, and robustness. SQL databases in Python, designed for simplicity, compatibility, and robustness. - fastapi/sqlmodel

SQLModel 0.0.26 just released ๐Ÿ”–

With support for the latest @pydantic.dev and some fixes for types that became a rabbit hole handled by @oxykodit.bsky.social ๐Ÿ™Œ๐Ÿ‡

github.com/fastapi/sqlm...

08.10.2025 11:25 โ€” ๐Ÿ‘ 7    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
GitHub - fastapi/fastapi: FastAPI framework, high performance, easy to learn, fast to code, ready for production FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi

Here's FastAPI 0.118.1, with compatibility for the latest @pydantic.dev. ๐Ÿš€

This one had the combined effort of the community, the @pydantic.dev team, and the @fastapi.tiangolo.com team, all together. ๐Ÿ™Œ

github.com/fastapi/fast...

08.10.2025 09:14 โ€” ๐Ÿ‘ 15    ๐Ÿ” 7    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Cute illustrated logo featuring a pink/peach colored pie displaying โ€˜3.14โ€™ (pi), surrounded by two snakes in blue and yellow. The design is encircled by text reading โ€˜r-strings โ€ข zsid โ€ข free-threading โ€ข support โ€ข sub-interpreters โ€ข REPL highlighting โ€ข note colour โ€ข colourโ€™ in a circular arrangement. The illustration uses a soft pastel color palette with blue, yellow, and pink tones, and includes decorative sparkle elements.

Cute illustrated logo featuring a pink/peach colored pie displaying โ€˜3.14โ€™ (pi), surrounded by two snakes in blue and yellow. The design is encircled by text reading โ€˜r-strings โ€ข zsid โ€ข free-threading โ€ข support โ€ข sub-interpreters โ€ข REPL highlighting โ€ข note colour โ€ข colourโ€™ in a circular arrangement. The illustration uses a soft pastel color palette with blue, yellow, and pink tones, and includes decorative sparkle elements.

The stable release of Python 3.14 is out now! Go, go, go update! ๐Ÿ™Œ

discuss.python.org/t/python-3-1...

07.10.2025 14:30 โ€” ๐Ÿ‘ 74    ๐Ÿ” 27    ๐Ÿ’ฌ 4    ๐Ÿ“Œ 8

๐Ÿฅณ๐Ÿฅณ๐Ÿฅณ

03.10.2025 23:29 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
GitHub - fastapi/asyncer: Asyncer, async and await, focused on developer experience. Asyncer, async and await, focused on developer experience. - fastapi/asyncer

New Asyncer release, 0.0.9 ๐Ÿ”–

This is the tool you would use to easily mix async and blocking code ๐Ÿ”„

@oxykodit.bsky.social just fixed support for the latest AnyIO, used underneath ๐Ÿš€

github.com/fastapi/asyn...

01.10.2025 12:35 โ€” ๐Ÿ‘ 7    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

๐Ÿ˜Ž

23.09.2025 19:31 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
GitHub - fastapi/typer: Typer, build great CLIs. Easy to code. Based on Python type hints. Typer, build great CLIs. Easy to code. Based on Python type hints. - fastapi/typer

Quick Typer release 0.18.0 (and 0.17.5) with compatibility for the latest Click just released ๐Ÿ›

Thank you @oxykodit.bsky.social for the fast discovery, analysis, and fix! ๐Ÿ™Œ

github.com/fastapi/typer

19.09.2025 19:39 โ€” ๐Ÿ‘ 9    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
Preview
GitHub - fastapi/typer: Typer, build great CLIs. Easy to code. Based on Python type hints. Typer, build great CLIs. Easy to code. Based on Python type hints. - fastapi/typer

Quick Typer bugfix release, 0.17.4 ๐Ÿ›

Thanks @oxykodit.bsky.social! ๐Ÿ™Œ

github.com/fastapi/typer

05.09.2025 18:15 โ€” ๐Ÿ‘ 5    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Thanks for this, @sebbie.dev !

01.09.2025 14:56 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
GitHub - eps1lon/actions-label-merge-conflict: GitHub action that adds a label once a PR has merge conflicts GitHub action that adds a label once a PR has merge conflicts - eps1lon/actions-label-merge-conflict

Currently using github.com/eps1lon/acti... for this, seems to work well so far, let's see ๐Ÿ˜Ž

01.09.2025 14:55 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Post image

I've always wanted this, a Github action that flags PRs that received a merge conflict due to a recent merge into master/main. Yay! More merge conflicts to resolve! Fun times ahead!

01.09.2025 14:54 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

๐—ฆ๐˜‚๐˜€๐˜๐—ฎ๐—ถ๐—ป๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† ๐—ถ๐—ป ๐—ผ๐—ฝ๐—ฒ๐—ป ๐˜€๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ ๐—ถ๐˜€๐—ป'๐˜ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—ฐ๐—ผ๐—ฑ๐—ฒ. ๐—œ๐˜'๐˜€ ๐—ฎ๐—ฏ๐—ผ๐˜‚๐˜ ๐—ฐ๐—ฎ๐—ฟ๐—ฒ.

Open source projects donโ€™t fail because of bad technology.
They fail because contributors burn out, communities fracture, or energy fades.

Technical debt matters.

31.08.2025 03:30 โ€” ๐Ÿ‘ 26    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
GitHub - fastapi/typer: Typer, build great CLIs. Easy to code. Based on Python type hints. Typer, build great CLIs. Easy to code. Based on Python type hints. - fastapi/typer

Here's a quick bug fix Typer release, 0.16.1 ๐Ÿ›

Thanks @oxykodit.bsky.social! ๐Ÿ™Œ

github.com/fastapi/typer

18.08.2025 19:21 โ€” ๐Ÿ‘ 7    ๐Ÿ” 1    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Post image

One of the most underrated players in AI models, IBM, released 2 new extremely efficient embedding models: granite-embedding-english-r2 & granite-embedding-small-english-r2, commercially viable.

Details in ๐Ÿงต:

18.08.2025 10:32 โ€” ๐Ÿ‘ 10    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Genuine question: does the newsletter also cover developments of open-weights LLMs?

01.07.2025 09:00 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

How can we better understand how models make predictions and which components of a training dataset are shaping their behaviors? In April we introduced OLMoTrace, a feature that lets you trace the outputs of language models back to their full training data in real time. ๐Ÿงต

30.06.2025 17:37 โ€” ๐Ÿ‘ 10    ๐Ÿ” 4    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

ChatGPT telling me it's giving me a **curated** list is giving me the creeps.

27.06.2025 16:14 โ€” ๐Ÿ‘ 3    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
Preview
GitHub - fastapi/fastapi: FastAPI framework, high performance, easy to learn, fast to code, ready for production FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi

Here's FastAPI 0.115.14 ๐Ÿš€

@patrick.wtf fixed support for unions of @pydantic.dev models in Form data. ๐Ÿ›๐ŸŽ‰

(This will make it easier to implement single sign-on ๐Ÿ˜‰)

github.com/fastapi/fast...

26.06.2025 15:34 โ€” ๐Ÿ‘ 16    ๐Ÿ” 5    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
Preview
GitHub - fastapi/fastapi: FastAPI framework, high performance, easy to learn, fast to code, ready for production FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi

Here's FastAPI 0.115.13 with a bunch of bug fixes and tweaks ๐ŸŽ

Special thanks to Yurii for all the work handling discussions and PRs! ๐Ÿ™Œ

github.com/fastapi/fast...

17.06.2025 12:59 โ€” ๐Ÿ‘ 5    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 1
Video thumbnail

Weโ€™ve just made it even easier to build with our open models and datasets โœจ

Whatโ€™s in our docs platform?
โš™๏ธ Setup instructions
๐Ÿš€ Hosting + deployment
โญ Integration examples
โšก Optimization tips

10.06.2025 18:56 โ€” ๐Ÿ‘ 9    ๐Ÿ” 2    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
Preview
2025-05-31-pycon_italia Keynote given at PyCon Italia 2025: https://2025.pycon.it/en/keynotes/data-doesnt-lie-but-it-can-mislead-how-to-ensure-integrity-of-your-machine-learnin…

Data doesn't lie, but it can mislead!

At PyCon Italia 2025, I gave a keynote about how to ensure integrity of your ML applications by inspecting your data, developing good baselines and interpreting your performance numbers.

Slides: speakerdeck.com/sofievl/2025...

Video: youtu.be/qXx-4m-Z0q4?...

03.06.2025 10:14 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Looking forward to presenting my keynote tomorrow at PyCon Italia. If you're into data and/or Formula One, come join at 5PM ! @pyconit.bsky.social

30.05.2025 08:08 โ€” ๐Ÿ‘ 5    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Iโ€™ll give a talk about @pydantic.dev AI and Logfire today 12:25 at @pyconit.bsky.social ๐Ÿ™

29.05.2025 07:42 โ€” ๐Ÿ‘ 6    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Every now again itโ€™s useful to repeat advice about accessing papers that are behind a paywall that excludes you. Email the author. My estimate is that 90% of academics are so thrilled that a living, breathing, possibly even reading, person shows interest that they will swiftly send you a copy.

03.05.2025 13:44 โ€” ๐Ÿ‘ 1439    ๐Ÿ” 418    ๐Ÿ’ฌ 49    ๐Ÿ“Œ 66
Preview
GitHub - fastapi/typer: Typer, build great CLIs. Easy to code. Based on Python type hints. Typer, build great CLIs. Easy to code. Based on Python type hints. - fastapi/typer

Here's a Typer release for you: 0.15.3 ๐ŸฅŸ

This has a couple of bug fixes by @oxykodit.bsky.social ๐Ÿ™Œ

github.com/fastapi/typer

28.04.2025 21:41 โ€” ๐Ÿ‘ 5    ๐Ÿ” 2    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

move slowly and build things

07.04.2025 16:19 โ€” ๐Ÿ‘ 2278    ๐Ÿ” 558    ๐Ÿ’ฌ 18    ๐Ÿ“Œ 36

At PyCon Italy, I'll be talking about a topic close to my heart: data quality and how your data modeling decisions impact your downstream AI/ML/NLP applications ๐Ÿ•ต๏ธ

02.04.2025 08:16 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Hoping to see many of you Italy!

02.04.2025 08:14 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

@oxykodit is following 19 prominent accounts