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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
BlendSQL
Unified dialect for orchestrating SQLite logic and LLM reasoning.
https://github.com/parkervg/blendsql
The GIL can now be disabled in Python's main branch
https://github.com/python/cpython/pull/116338
Deploying Django Apps in Kubernetes
Learn you can optimize Django deployments seamlessly in a Kubernetes environment, whether you are a Django developer or a Kubernetes enthusiast.
https://blog.jetbrains.com/pycharm/2024/03/deploying-django-apps-in-kubernetes/
mit-han-lab / efficientvit
EfficientViT is a new family of vision models for efficient high-resolution vision.
https://github.com/mit-han-lab/efficientvit
pfl
Python framework for Private Federated Learning simulations.
https://github.com/apple/pfl-research
Intro to DSPy: Goodbye Prompting, Hello Programming!
How the DSPy framework solves the fragility problem in LLM-based applications by replacing prompting with programming and compiling.
https://towardsdatascience.com/intro-to-dspy-goodbye-prompting-hello-programming-4ca1c6ce3eb9
flect
A pure Python full-stack web apps framework inspired by Next.js.
https://github.com/Chaoyingz/flect
Machine Learning in 2024 – Beginner's Course
This machine learning course is created for beginners who are learning in 2024. The course begins with a Machine Learning Roadmap for 2024, emphasizing career paths and beginner-friendly theory. Then it the course moves on to hands-on practical applications and a comprehensive end-to-end project using Python.
https://www.youtube.com/watch?v=bmmQA8A-yUA
How to Write a (Lisp) Interpreter (In Python) (2010)
https://www.norvig.com/lispy.html
Graphinate. Data to Graphs.
Graphinate is a python library that aims to simplify the generation of Graph Data Structures from Data Sources.
https://github.com/erivlis/graphinate
SymPy: Symbolic Mathematics in Python
https://www.sympy.org/en/index.html
allenai / OLMo
Modeling, training, eval, and inference code for OLMo
https://github.com/allenai/OLMo
hotpdf
hotpdf is a fast PDF parsing library to extract text and find text within PDF documents built on top of pdfminer.six
https://github.com/weareprestatech/hotpdf
GPT Pilot – what we learned in 6 months of working on a CodeGen pair programmer
The article discusses the learnings from six months of working on a CodeGen pair programmer, GPT Pilot, aiming to have human developers understand the codebase and provide detailed explanations of added code to facilitate collaboration between human developers and AI in coding tasks
https://blog.pythagora.ai/2024/02/19/gpt-pilot-what-did-we-learn-in-6-months-of-working-on-a-codegen-pair-programmer/
Build a typing assistant with Mistral 7B and Ollama
https://www.youtube.com/watch?v=IUTFrexghsQ
lllyasviel / stable-diffusion-webui-forge
https://github.com/lllyasviel/stable-diffusion-webui-forge
Cadwyn
Production-ready community-driven modern Stripe-like API versioning in FastAPI.
https://github.com/zmievsa/cadwyn
Bython: Python with braces. Because Python is awesome, but whitespace is awful
https://pypi.org/project/Bython/
From Beeps to Toots: Reviving Pagers with Python and Mastodon
The article showcases a unique application of Python programming by connecting pagers with Mastodon, blending the reliability of pagers with modern social media interactions. It highlights the versatility of Python in bridging analog devices like pagers with digital platforms, demonstrating the enduring relevance of traditional communication methods in today's digital age.
https://finnley.dolphinhome.net/2024/02/25/from-beeps-to-toots-reviving-pagers-with-python-and-mastodon/
Hatchet
A Distributed, Fault-Tolerant Task Queue.
https://github.com/hatchet-dev/hatchet
Bonito
A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.
https://github.com/BatsResearch/bonito
Building an LLM fine-tuning Dataset
The video shares insights on building a comprehensive dataset for AI model training using Reddit comments, highlighting challenges such as working with large datasets and filtering out low-quality comments. The creator discusses methods like loading, sorting, and filtering data to create training samples and models, emphasizing the abundance of comments available for analysis and the pro...
https://www.youtube.com/watch?v=pCX_3p40Efc
NVIDIA / trt-llm-rag-windows
A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM
https://github.com/NVIDIA/trt-llm-rag-windows
Python Hub Weekly Digest for 2024-03-10
https://pythonhub.dev/digest/2024-03-10/
ok-robot
An open, modular framework for zero-shot, language conditioned pick-and-drop tasks in arbitrary homes.
https://github.com/ok-robot/ok-robot
Dependency Injection Explained in 7 Minutes
This video explains why dependency injection is a game-changer for your coding projects. Creating loosely coupled code is key to making the code more flexible and more maintainable. This is all possible through the implicit use of dependencies.
https://www.youtube.com/watch?v=DpMGEhwuuyA
Marimo – open-source reactive Python notebook – running in WASM
https://marimo.app/l/c7h6pz
Deploy Mistral Large to Azure and create a conversation with Python and LangChain
Step-by-step guide to deploying Mistral Large to Azure.
https://neon.tech/blog/deploy-mistral-large-to-azure-and-chat-with-langchain
gemma_pytorch
The official PyTorch implementation of Google's Gemma models.
https://github.com/google/gemma_pytorch
Advanced Web Scraping With Python: Extract Data From Any Site
This article covers how to get and manage cookies and custom headers, avoid TLS fingerprinting, recognize important HTTP headers to send in requests, and how to implement exponential-backoff HTTP request retrying.
https://jacobpadilla.com/articles/advanced-web-scraping-techniques