PythonHub

Tracecat The AI-native, open source alternative to Tines / Splunk SOAR. https://github.com/TracecatHQ/tracecat

rag-search RAG Search API. https://github.com/thinkany-ai/rag-search

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

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

Distributed coroutines with a native Python extension and Dispatch https://stealthrocket.tech/blog/distributed-coroutines-in-python/

T-Rex Towards Generic Object Detection via Text-Visual Prompt Synergy. https://github.com/IDEA-Research/T-Rex

Unnecessary else statements Let's talk about unnecessary else statements in Python. https://www.pythonmorsels.com/unnecessary-else-statements/

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

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/

FeatUp A Model-Agnostic Framework for Features at Any Resolution. https://mhamilton.net/featup.html

Python Hub Weekly Digest for 2024-03-31 https://pythonhub.dev/digest/2024-03-31/

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/

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/

MindGraph Proof of concept prototype for generating and querying against an ever-expanding knowledge graph with AI. https://github.com/yoheinakajima/mindgraph

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

Grok-1 Grok open release. https://github.com/xai-org/grok-1

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

Pyenv – lets you easily switch between multiple versions of Python https://github.com/pyenv/pyenv

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

Skyvern Automate browser-based workflows with LLMs and Computer Vision. https://github.com/Skyvern-AI/skyvern