Boosting AI with Python: Using Click, Jinja2, and GPT Libraries

This talk explores enhancing AI projects using Python with tools like Click CLI for command-line interfaces, Jinja2 for dynamic content generation, and GPT libraries for language model integration. Attendees will see a practical project demonstration and gain skills to build functional AI applications, along with opportunities to connect with other Python developers.

https://www.youtube.com/watch?v=XNLbpgpfwrQ

A beautiful Python monstrosity

Creating performance tests for Python Morsels exercises is a frequent annoyance

I loathe writing ...

https://treyhunner.com/2024/06/a-beautiful-python-monstrosity/

Semantic search with Django, PostgreSQL, & pgvector

In this talk we will see how to add semantic search functionality to an existing Python-based web project, in particular Django, with data storage on PostgreSQL.

https://www.youtube.com/watch?v=4hl8LpDKRMw

textual-serve

Serve Textual apps locally.

https://github.com/Textualize/textual-serve

AI-Math-Notes

AI Math Notes is an interactive drawing application that allows users to draw mathematical equations on a canvas. Once an equation is drawn, the application uses a multimodal LLM to calculate and display the result next to the equals sign.

https://github.com/ayushpai/AI-Math-Notes

NumPy 2.0.0

NumPy 2.0.0 is the first major release since 2006. It is the result of 11 months of development since the last feature release and is the work of 212 contributors spread over 1078 pull requests. It contains a large number of exciting new features as well as changes to both the Python and C APIs.

https://github.com/numpy/numpy/releases/tag/v2.0.0

django-render

Build fast, user-friendly applications with Django and React.

https://github.com/kaedroho/django-render

Parsing Python ASTs 20x Faster with Rust

The post describes how the integration of Rust can significantly speed up the parsing of Python Abstract Syntax Trees (ASTs). By rewriting critical components in Rust, the process can be made up to 20 times faster compared to the original Python implementation, offering substantial performance improvements for developers working with ASTs in Python.

https://www.gauge.sh/blog/parsing-python-asts-20x-faster-with-rust

Do These 5 Things if You Don’t Want to Write Crappy Code

In this video, I'll share 5 key things you should do to avoid writing crappy code. These tips, drawn from my own experience, will help you write clean code.

https://www.youtube.com/watch?v=vhdUyGs_f6c

Aurora

Aurora is a static site generator implemented in Python.

https://github.com/capjamesg/aurora

TokenCost

Easy token price estimates for 400+ LLMs.

https://github.com/AgentOps-AI/tokencost

Django Enhancement Proposal 14: Background Workers

As of today, DEP-14 has been approved �

The DEP was written and stewarded by Jake Howard. A very ...

https://www.djangoproject.com/weblog/2024/may/29/django-enhancement-proposal-14-background-workers/

Django: Introducing django-harlequin, a launcher for Terminal-based SQL IDE Harlequin

Harlequin is a Terminal-based SQL IDE by Ted Conbeer.
It is pretty popular, with over 2,500 GitHub ...

https://adamj.eu/tech/2024/05/07/django-harlequin/

How to Move From pandas to Polars

Considering replacing pandas with Polars? Learn how to make the switch, what to keep in mind, and how PyCharm can help.

https://blog.jetbrains.com/pycharm/2024/06/how-to-move-from-pandas-to-polars/

hftbacktest

A high-frequency trading and market-making backtesting tool in Python and Rust, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books, with real-world crypto market-making examples for Binance Futures

https://github.com/nkaz001/hftbacktest

OpenContracts

Mass document analytics platform based on LlamaIndex, Pgvector, React and Django.

https://github.com/JSv4/OpenContracts

The basics of async/await

Learn the basics of create and running asynchronous tasks

https://www.pynerds.com/asyncawait-in-python/

Optimize scheduling and routing in Python: a new open source solver Timefold

Solve the Vehicle Routing Problem, Maintenance Scheduling, Employee Scheduling, etc in Python.

https://timefold.ai/blog/new-open-source-solver-python

Build Full Stack Web Apps in Pure Python with Reflex - No Javascript Required

The video demonstrates building a full stack web application using only Python with Reflex, bypassing the need for HTML, CSS, and JavaScript. It covers creating interfaces, adding features like user authentication and data storage, managing data efficiently, and customizing design with Radix UI for a seamless development experience.

https://www.youtube.com/watch?v=ITOZkzjtjUA