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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
reverser_ai
Provides automated reverse engineering assistance through the use of local large language models (LLMs) on consumer hardware.
https://github.com/mrphrazer/reverser_ai
lightning-thunder
Make PyTorch models Lightning fast! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once.
https://github.com/Lightning-AI/lightning-thunder
rag-search
RAG Search API.
https://github.com/thinkany-ai/rag-search
Python Poetry in 8 Minutes
This video guides you through the ins and outs of managing Python virtual environments, while also introducing you to Poetry. You'll learn a host of tips and strategies to manage your projects with greater effectiveness and efficiency.
https://www.youtube.com/watch?v=Ji2XDxmXSOM
T-Rex
Towards Generic Object Detection via Text-Visual Prompt Synergy.
https://github.com/IDEA-Research/T-Rex
Fixing a Bug in PyPy's Incremental GC
This post discusses how the author fixed a bug in PyPy's incremental garbage collector that was causing crashes in the AST rewriting phase of pytest on CI environments. It details the technical background on PyPy's incremental GC and the specific issues that were uncovered and resolved in the write barrier implementation.
https://www.pypy.org/posts/2024/03/fixing-bug-incremental-gc.html
FeatUp
A Model-Agnostic Framework for Features at Any Resolution.
https://mhamilton.net/featup.html
Cataloguing my vinyl collection with computer vision
The post details the process of cataloguing a vinyl collection using computer vision, focusing on identifying unique vinyl records through a systematic approach. By leveraging computer vision technology and embedding techniques, the author shares insights into creating a system that accurately identifies and indexes vinyl records for efficient cataloging and organization.
https://jamesg.blog/2024/03/16/vinyl-record-indexing/
MindGraph
Proof of concept prototype for generating and querying against an ever-expanding knowledge graph with AI.
https://github.com/yoheinakajima/mindgraph
Grok-1
Grok open release.
https://github.com/xai-org/grok-1
Pyenv – lets you easily switch between multiple versions of Python
https://github.com/pyenv/pyenv
Skyvern
Automate browser-based workflows with LLMs and Computer Vision.
https://github.com/Skyvern-AI/skyvern
LaVague
Automate automation with Large Action Model framework.
https://github.com/lavague-ai/LaVague
DarkGPT
DarkGPT is an artificial intelligence assistant based on GPT-4-200K designed to perform queries on leaked databases.
https://github.com/luijait/DarkGPT
levihsu / OOTDiffusion
Official implementation of OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on
https://github.com/levihsu/OOTDiffusion
What's up Python? iphone support, @sealed, PYTHON_GIL=0...
A summary of what happened in the Python community in march
https://www.bitecode.dev/p/whats-up-python-iphone-support-sealed
Tracecat
The AI-native, open source alternative to Tines / Splunk SOAR.
https://github.com/TracecatHQ/tracecat
Secure LLM Architecture - Testing LLM Guard
The video explores LLM architectures, addressing security concerns and critiquing ineffective security tools. It introduces LLM Guard, an open-source tool aiming to enhance LLM security by checking inputs for malicious intent and outputs for sensitive data, demonstrated through practical examples and emphasizing the importance of output monitoring and permissions in safeguarding data.
https://www.youtube.com/watch?&v=C_5KRqQrGD4
Distributed coroutines with a native Python extension and Dispatch
https://stealthrocket.tech/blog/distributed-coroutines-in-python/
Unnecessary else statements
Let's talk about unnecessary else statements in Python.
https://www.pythonmorsels.com/unnecessary-else-statements/
Data Visualization in PostgreSQL With Apache Superset
Looking for data visualization tools for PostgreSQL? We discuss a few options and provide a step-by-step guide on PostgreSQL and Apache Superset.
https://www.timescale.com/blog/data-visualization-in-postgresql-with-apache-superset/
Python Hub Weekly Digest for 2024-03-31
https://pythonhub.dev/digest/2024-03-31/
Building command-line applications in Python
Dive into a comprehensive guide on implementing command-line applications in Python. This tutorial uses the argparse module to explain how arguments, flags, and options work in a command-line application by building a BMI calculator app and implementing the Linux head command in Python.
https://www.honeybadger.io/blog/building-command-line-applications-in-python-a-comprehensive-guide/
Nextjs and Django Airbnb Clone
Learn how to build a fullstack clone of Airbnb using technologies like Nextjs/React and Tailwind in the frontend, and Django with Django rest framework in the backend.
https://www.youtube.com/playlist?list=PLpyspNLjzwBnP-906FBRP5qzB4YXjMvnT
How to use PostgreSQL for (military) geoanalytics tasks
This is a detailed guide on utilizing PostgreSQL for military geoanalytics tasks, emphasizing the importance of geospatial data processing in military operations. It covers methods for processing geospatial data, finding nearest objects, distance calculations, using geospatial indexes, determining points within polygons, and geospatial aggregation to enhance analytical capabilities in mi...
https://klioba.com/how-to-use-postgresql-for-military-geoanalytics-tasks
How to Test Asynchronous Code in Python
Testing asynchronous code is tricky but essential for creating smooth, error-free, and reliable applications. So in this video, I'll guide you through the basics of testing asynchronous code effectively.
https://www.youtube.com/watch?v=n1nqgMtWRwg
File-based cache for slow Python functions
https://docs.sweep.dev/blogs/file-cache
FujiwaraChoki / MoneyPrinterV2
Automate the process of making money online.
https://github.com/FujiwaraChoki/MoneyPrinterV2
AutoDev: Automated AI-Driven Development
The paper "AutoDev: Automated AI-Driven Development" presents an automated approach to AI-driven development, involving a collaborative effort by multiple authors. It explores the advancements in automated development processes driven by artificial intelligence, showcasing a comprehensive study on AutoDev
https://arxiv.org/html/2403.08299v1
Creating an autopilot in X-Plane using Python
https://austinsnerdythings.com/2021/10/15/creating-an-autopilot-in-x-plane-using-python-part-1/