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Python Weekly

Welcome to issue 670 of Python Weekly. Let's get straight to the links this week.

From Our Sponsor

Last chance to be part of Snyk's DevSeccon 2024 Oct 8-9!
Don't miss out on your chance to register for DevSecCon 2024! From the exciting lineup of 20+ sessions, here's one that you can't skip: Ali Diamond, from Hak5: "I’m A Software Engineer, and I Have to Make Bad Security Decisions—why?" Save your spot!

Articles, Tutorials and Talks

Everything you need to know about Python 3.13 – JIT and GIL went up the hill
All you need to know about the latest Python release including Global Interpreter Lock and Just-in-Time compilation.

What I’ve Learned in the Past Year Spent Building an AI Video Editor
Kirk Kaiser spent a year developing an AI video editor using LLMs and Diffusion models to enhance video workflows. His journey explored the intersection of AI and video editing, aiming to create dynamic, generative tools for customizable content.

Numpy QuadDType: Quadruple Precision for Everyone
Introducing the new data-type for Numpy providing cross-platform support of quadruple precision.

Building internal AI tools with Streamlit
The article explains how to build internal AI tools using Streamlit and PropelAuth for authentication. It walks through setting up secure user authentication and integrating with AI models, making it easier to build AI-driven web apps for internal company use.

Implementing a Python Singleton with Decorators
In this post, we'll discuss a Python implementation of the singleton pattern using a decorator. We'll walk through the code and explain how it works, focusing on the _SingletonWrapper class and the singleton decorator function.

Building an image search engine on Postgres
This post demonstrates how to build a basic image search engine using Postgres, CLIP (a pre-trained AI model), and the pgvector extension. It explains the process of generating embeddings for images and text, storing them in Postgres, and performing similarity searches using both image and text queries1

Interesting Projects, Tools and Libraries

BabyAGI
The latest BabyAGI is an experimental framework for a self-building autonomous agent, designed to simplify the development process. It features a function management system (functionz) for storing and executing functions, along with a graph-based structure for tracking dependencies and authentication, automatic loading, and a dashboard for function management and logging.

AlphaChip
An open-source framework for generating chip floorplans with distributed deep reinforcement learning.

PyUIBuilder
The Webflow of Python GUIs.

Djade
A Django template formatter.

Dynamiq
Dynamiq is an orchestration framework for agentic AI and LLM applications.

DeltaBase
A lightweight, comprehensive solution for managing delta tables built on polars and deltalake.

ZipNN
A Lossless Compression Library for AI pipelines.

ao
PyTorch native quantization and sparsity for training and inference.

Langfun
Langfun, powered by PyGlove, makes working with language models (LM) more intuitive by treating language as functions. Using Object-Oriented Prompting, it enables users to prompt LLMs with objects and types, enhancing control and simplifying agent development.

OpenFreeMap
Free and open-source map hosting solution with custom styles for websites and apps, using OpenStreetMap data.

open-notebooklm
Convert any PDF into a podcast episode!

Upcoming Events and Webinars

PyData NYC Meetup October 2024
There will be following talks

Build Your Own Virtual World: 3D Reconstruction in FiftyOne
GenAI Orchestrations using Python

San Francisco Python Meetup October 2024
There will be a talk, How we improved Sentry’s issue grouping performance by 50%.

PyBerlin 49
There will be following talks

Applied NLP with LLMs: Beyond black-box monoliths
MLOps at HeyJobs: Building a Continuous Training Pipeline for Our Custom Embeddings Model
Building Blinkist's Personalized Real-Time Recommendation Feed: From Design to Implementation

Python Frederick Meetup October 2024
There will be a talk, Mastering Ansible: Automating Multi-Vendor Networks and Cloud Environments.

Virtual: PyMNtos Python Presentation Night #129
There will be a talk, Python Performance: Benchmarking and Profiling with Open Source Tools.

PyData Johannesburg Meetup October 2024
There will be a talk, Intelligent Webscraping Using Python.

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