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A Comprehensive Guide to Python Project Management and Packaging: Concepts Illustrated with uv – Part II
Introduction In the first part we delved into the nitty gritty details of initializing and managing the dependencies of a Python package or project. This covered what is a Python package as opposed to a plain project (and other nomenclature), what is defined in the standard (e.g., project, build-system, tools and dependency-groups tables in pyproject.toml…
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A Comprehensive Guide to Python Project Management and Packaging: Concepts Illustrated with uv – Part I
Introduction The goal of this guide is to provide a comprehensive guide to Python project management and packaging. We’ll explore concepts in the standard, like the different tables in pyproject.toml by revisiting the PEPs that led to what we have today. We’ll explain what was used before, why it needed to change, and how the…
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Install flash-attn without crying while using uv
Introduction uv’s documentation about build isolation is already great and has everything you need and I recommend and suggest to read before anything else. Read the whole documentation even, especially if you’re just starting with uv. I’m writing this article since these last days I had to either install flash-attn as a wheel directly or…
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A story of using langchain/langgraph
Hi everyone! This is going to be a short post, contrary to what I do usually, but I was going to reply to this Reddit post Disadvantages of Langchain/Langgraph in 2025 and found that my comment was too long and decided to make a Reddit post in and of itself so that maybe more people…
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Python Project Management and Packaging: PEP 751 update and some of the remaining issues of packaging
My first two articles (part 1 and part 2) on Python project management and packaging gathered a lot of interest and I thought they were comprehensive enough for me not to come back and update them for a moment. But, about a month ago, PEP 751 – A file format to record Python dependencies for…
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Python
- A Comprehensive Guide to Python Project Management and Packaging – Part II – Editable installs, custom hooks and more customization
- A Comprehensive Guide to Python Project Management and Packaging – Part II – Sdists and wheels
- A Comprehensive Guide to Python Project Management and Packaging – Part II – Source trees and build systems interface
- A Comprehensive Guide to Python Project Management and Packaging – Part II – High-level overview
- A Comprehensive Guide to Python Project Management and Packaging: Concepts Illustrated with uv – Part II
Transformers
- A story of using langchain/langgraph
- Python Project Management and Packaging: PEP 751 update and some of the remaining issues of packaging
- Position Information in Transformer-Based Models: Exploring the main Methods and Approaches
- Sparse Transformers
- Decoder-only Language Models Architecture Evolution (Part I)