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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
SGLang
SGLang is a structured generation language designed for large language models (LLMs). It makes your interaction with LLMs faster and more controllable.
https://github.com/sgl-project/sglang
scrapscript.py
The article introduces a small, pure, functional, content-addressable, network-first programming language designed to create small, shareable programs. It discusses the language's features and its implementation, highlighting its purpose and the collaborative effort behind its development. The article provides insights into the motivation and design principles of Scrapscript, as well as ...
https://bernsteinbear.com/blog/scrapscript/
Performance of Vector Databases
The talk explores the role of vector databases in enhancing AI applications like Retrieval-Augmented Generation (RAG), focusing on high-dimensional embeddings crucial for machine learning. Egor Romanov delves into creating a Postgres provider integrated with pgvector, utilizing a Python performance evaluation framework to simulate similarity search tests and unveil latent performance pot...
https://www.youtube.com/watch?v=-MYYB0QjV6I
hummingbot / hummingbot
Open source software that helps you create and deploy high-frequency crypto trading bots
https://github.com/hummingbot/hummingbot
The Scary Thing About Automating Deploys
The article from Slack Engineering discusses the fear of breaking production that holds many teams back from automating their deployments. It emphasizes the importance of understanding how deployment monitoring differs from normal monitoring and the iterative approach taken to ease these fears, ultimately leading to successful automated deployments. The article provides insights into the...
https://slack.engineering/the-scary-thing-about-automating-deploys/
TaskingAI
The open source platform for AI-native application development.
https://github.com/TaskingAI/TaskingAI
The Cowboy Coder's Handbook: Unlocking the Secrets to Job Security by Writing Code Only You Can Understand!
https://www.reddit.com/r/Python/comments/19etjtd/the_cowboy_coders_handbook_unlocking_the_secrets/
InstantID
Zero-shot Identity-Preserving Generation in Seconds.
https://github.com/InstantID/InstantID
FastHX
FastAPI and HTMX, the right way.
https://github.com/volfpeter/fasthx
NVIDIA / GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
https://github.com/NVIDIA/GenerativeAIExamples
Python Hub Weekly Digest for 2024-01-28
https://pythonhub.dev/digest/2024-01-28/
openai / weak-to-strong
https://github.com/openai/weak-to-strong
1 TB of RAM saved with a single line of code
Anthony Sottile shows off a small change he made at work with a huge impact and explains how it works!
https://www.youtube.com/watch?v=Hgw_RlCaIds
Yet Another Password Reset Tutorial in Flask
Implementation of the password reset flow, with a twist.
https://freelancefootprints.substack.com/p/yet-another-password-reset-tutorial
pathway
Pathway is a high-throughput, low-latency data processing framework that handles live data & streaming for you.
https://github.com/pathwaycom/pathway
Method chaining in Pandas
What is method chaining in Pandas? How does it work, and how can you use it?
https://www.youtube.com/watch?v=39MEeDLxGGg
wafer
Wafer is a simple but effective web application firewall (WAF) fuzzing tool.
https://github.com/sysdig/wafer
Ollama releases Python and JavaScript Libraries
https://ollama.ai/blog/python-javascript-libraries
Python-Type-Challenges
Master Python typing (type hints) with interactive online exercises!
https://github.com/laike9m/Python-Type-Challenges
Python types have an expectations problem
sgorawski/python-types-have-an-expectations-problem-ea71a8645ce8">sgorawski/python-types-have-an-expectations-problem-ea71a8645ce8" rel="nofollow">https://medium.com/@sgorawski/python-types-have-an-expectations-problem-ea71a8645ce8
Simple Google Sign-in with Django
We'll add Google sign-in to Django in the simplest possible way (No Django-all-auth or Django-social-auth or any other big packages).
https://www.youtube.com/watch?v=NM9BE0iUB5Q
Python Data Analysis and Visualization Course – Astronomical Data
Learn data analysis, data visualizations, and image processing techniques using real-world astronomical data. The course offers a practical, hands-on approach to simplifying complex concepts in data analysis, making it great for beginners.
https://www.youtube.com/watch?v=H9KefzbryEw
django-webhook
Outgoing Django webhooks triggered on model changes.
https://github.com/danihodovic/django-webhook
Building a priority-expiry LRU cache without heaps or trees in Python
Learn how to implement a least recently used cache with priorities and expiry, using only the Python standard library.
https://death.andgravity.com/lru-cache
Applio
Ultimate voice cloning tool, meticulously optimized for unrivaled power, modularity, and user-friendly experience.
https://github.com/IAHispano/Applio
Lamport's Bakery Algorithm, Demonstrated in Python
https://github.com/Dicklesworthstone/bakery_algorithm
How well-structured should your data code be?
The post explores the tradeoff between speed and system reliability, particularly in the context of data science. It delves into the challenges faced by those who prototype ML models, discussing the pressure to move quickly and the decision-making process between handing off work or taking on the role of a Machine Learning Engineer in production.
https://blog.dagworks.io/p/how-well-structured-should-your-data
An Intuitive Guide to Self-attention in GPT: the Venetian Masquerade
https://twiecki.io/blog/2024/01/04
fishaudio / fish-speech
Brand new TTS solution
https://github.com/fishaudio/fish-speech
Type information for faster Python C extensions
PyPy is an alternative implementation of the Python language. PyPy’s C API compatibility layer has some performance issues. Carl Friedrich Bolz-Tereick and I are working on a way to make PyPy’s C API interactions much faster. It’s looking very promising. Here’s a sketch of how it works.
https://bernsteinbear.com/blog/typed-c-extensions/