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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Korvus
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.
https://github.com/postgresml/korvus
PyTorch Lightning: A Comprehensive Hands-On Tutorial
This comprehensive, hands-on tutorial teaches you how to simplify deep learning model development with PyTorch Lightning. Perfect for beginners and experienced developers alike, it covers environment setup, model training, and practical examples.
https://www.datacamp.com/tutorial/pytorch-lightning-tutorial
A Python Epoch Timestamp Timezone Trap
This is an article about a Python epoch timestamp timezone trap. It discusses how epoch timestamps can be tricky to work with in Python, especially when dealing with timezones. The author provides a few tips for avoiding the trap.
https://nerderati.com/a-python-epoch-timestamp-timezone-trap/
Python Hub Weekly Digest for 2024-07-21
https://pythonhub.dev/digest/2024-07-21/
0xtools
X-Ray vision for Linux systems.
https://github.com/tanelpoder/0xtools
Run Multi-Node Django for Time Series Data with TimescaleDB, Celery and more.
Run many iterations of Django across Docker Compose or Raspberry Pis to handle large amounts of time series data.
https://www.youtube.com/watch?v=kykDfDtp7Wg
Building a Perceptron From Scratch (no frameworks, only math and python)
https://www.youtube.com/watch?v=ilp3ZHTKPNg
Maelstrom – A Hermetic, Clustered Test Runner for Python and Rust
https://github.com/maelstrom-software/maelstrom
Streaming Chatbot with Burr, FastAPI, and React
Expose the OpenAI streaming API with server-sent-events.
https://blog.dagworks.io/p/streaming-chatbot-with-burr-fastapi
Rye: A Hassle-Free Python Experience
https://rye.astral.sh/
whenever
Modern datetime library for Python, written in Rust.
https://github.com/ariebovenberg/whenever
An HTMX success story
Porting from Django+React to a Django+HTMX based stack.
https://www.sheenaoc.com/articles/2024-06-30-htmx
momentum
The open-source behavioural auditor for backend code.
https://github.com/getmomentum/momentum-core
django-sql-explorer
Easily share data across your company via SQL queries.
https://github.com/explorerhq/django-sql-explorer
Crawlee for Python – a web scraping and browser automation library
https://crawlee.dev/python/
Deno-Python – A Debugging Story
https://sigmasd.github.io/blog/debug-story/
AI Dialer
A full stack app for interruptible, low-latency and near-human quality AI phone calls built from stitching LLMs, speech understanding tools, text-to-speech models, and Twilio’s phone API.
https://github.com/akiani/aidialer
vectorlite
A fast and tunable vector search extension for SQLite.
https://github.com/1yefuwang1/vectorlite
Click: Build Your Own Command Line Interface Tool
This video provides a tutorial on creating a Command Line Interface (CLI) tool in Python using the Click package. The project involves building a simple note-taking tool with functionalities to write, read, update, and delete notes. Additionally, it explores some lesser-known features of Click that enhance tool functionality.
https://www.youtube.com/watch?v=FWacanslfFM
Kedreamix / Linly-Talker
Digital Avatar Conversational System - Linly-Talker. 😄✨ Linly-Talker is an intelligent AI system that combines large language models (LLMs) with visual models to create a novel human-AI interaction method. 🤝🤖 It integrates various technologies like Whisper, Linly, Microsoft Speech Services, and SadTalker talking head generation system. 🌟🔬
https://github.com/Kedreamix/Linly-Talker
FastEmbed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding.
https://github.com/qdrant/fastembed
Ultra simplified "MNIST" in 60 lines of Python with NumPy
https://github.com/tonio-m/python_neural_network
Entering text in the terminal is complicated
The article explores the complexities and inconsistencies of text input in terminal environments, discussing various modes from basic input to advanced systems like readline and custom solutions. It provides insights into how different programs handle text input, offers tips for users, and explains the origins and features of common keyboard shortcuts used in terminal text editing.
https://jvns.ca/blog/2024/07/08/readline/
Crawlee
A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
https://github.com/apify/crawlee-python
apple / axlearn
An Extensible Deep Learning Library
https://github.com/apple/axlearn
MicroPython Smartwatch
https://www.tolidano.com/micropython-smartwatch.html
Embedded Python: MicroPython Is Amazing
https://hackaday.com/2024/07/11/embedded-python-micropython-is-amazing/
Incidental
An opensource incident management platform integrating with Slack.
https://github.com/incidentalhq/incidental
PyCon US 2024 Videos
Couldn't attend PyCon US 2024? The videos of the talks have started trickling down.
https://www.youtube.com/playlist?list=PL2Uw4_HvXqvYhjub9bw4uDAmNtprgAvlJ