Python

llm-meta-ai 0.2

Release: llm-meta-ai 0.2 Meta AI release Muse Wonder (and Muse Wonder Full), their new "most capable models". These look like they may be Meta's first Fable class models - Artificial Analysis scores Muse Wonder (Max) as…

Hello Python 3.15, goodbye 3.10, and now I can use 3.11

Python 3.15 is here! Here's the essential What's new in Python 3.15 guide, this year curated by 3.14 and 3.15 release manager Hugo van Kemenade. As someone who builds open source software that works in every supported…

Profiling web-edit with Python 3.15: flame graphs and source heatmaps

Research: Profiling web-edit with Python 3.15: flame graphs and source heatmaps I put the new Python 3.15 profiler through its paces by having GPT-6 Astra Extra High in Codex run it against my new web-edit app: I need a…

web-edit 0.1a0

Release: web-edit 0.1a0 I was working on a project from my phone using Codex Remote when I found myself wanting to edit a credentials file without round-tripping those credentials through the LLM itself. So... I had…

datasette-ports 0.4

Release: datasette-ports 0.4 My plugin for detecting and listing all Datasette instances on the current machine now works with the latest version, and displays the detected PID as well. Knowing the PID makes it easier…

Bounding recursion with _PyInterpreterState_SetEvalFrameFunc

Hi! I am new here, please bear with me. The feedback I am looking for: Are there existing ways to solve the problem I am trying to solve. If not, is the proposed solution looks reasonable/feasible to you. The problem I…

Docling vs LlamaParse: How to Extract PDF Tables in Python

Learn how to extract tables from a PDF in Python with Docling and LlamaParse, and compare local parsing against a cloud API on speed and cost.

Rodrigo Girão Serrão: Explicit lazy imports

Learn how to use lazy imports to speed up the startup time of your Python applications. Python 3.15 introduced explicit lazy imports. An explicit lazy import is an import statement that starts with the keyword lazy:…

We Specified an AI Agent in 2016. We Called It Analytics.

Re-reading my own IBM patent on real-time concert feedback as what it actually was: an agentic loop with multimodal perception, memory-grounded inference, and a human in the loop. What it got right, and what a decade of…

Quiz: Docling vs LlamaParse: How to Extract PDF Tables in Python

Test your understanding of extracting PDF tables in Python with Docling and LlamaParse, and of when to parse locally instead of in the cloud.

I Built a Trap for AI Image Judges. They Walked Into a Different One.

Three vision AI models ignored the pretty image, yet GPT-4o invented answers and Claude kept answering B. The post I Built a Trap for AI Image Judges. They Walked Into a Different One. appeared first on Towards Data…

LernerPython blog, from Reuven Lerner: Pandas groupby: Aggregating multiple columns with multiple functions

Does Python Pandas allow multiple data columns and multiple methods? Yes! df.groupby('passenger_count')[['trip_distance', 'total_amount']].agg(['mean', 'std']) The above returns a data frame. Its 4 columns are a 2-level…

Make some number configure macros public in non-limited capi

Some non-standard macros in pyconfig.h (like SIZEOF_VOID_P or LONG_BIT) are useful (for example, numpy use them). This idea is to make them public: In pyconfig.h.in, change it to _Py_* In Python.h add the code like it…

Mike C. Fletcher: PyOpenGL 4.0.0a7 -- Cleanup and Preparation

4.0.0a7 is closing in on the final form for the 4.0.0 release. There's a raft of bug-fixes from testing and tickets, the Windows GLUT binaries are now a separate python package, documentation system updates, and…

Parsing JSON at tens of gigabytes per second… in Python