TEN-Agent

TEN Agent is the world’s first real-time multimodal agent integrated with the OpenAI Realtime API, RTC, and features weather checks, web search, vision, and RAG capabilities.

https://github.com/TEN-framework/TEN-Agent

Swarm

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

https://github.com/openai/swarm

Can You Get Root With Only a Cigarette Lighter?

The article describes how to gain root access on a Linux system using only a cigarette lighter through electromagnetic fault injection (EMFI) attacks on DRAM. The author demonstrates how precisely timed electromagnetic pulses can flip bits in memory, allowing an attacker to modify critical system data and escalate privileges without traditional software vulnerabilities.

https://www.da.vidbuchanan.co.uk/blog/dram-emfi.html

Deploying (Multiple) Django Apps to a Single Server with Kamal 2

Cory Zue describes migrating two Django apps to a shared Hetzner VPS using Kamal 2, detailing the process of setting up a production Dockerfile, creating a Kamal deploy configuration, and addressing challenges with health checks and Django's security settings. The article highlights the ease of deploying multiple apps on a single server with Kamal 2, resulting in cost savings and improve...

https://www.coryzue.com/writing/kamal-django/

Build your first Web App with Cursor AI, Python, Virtual Machines, and Neon Postgres

Learn how to create a modern web application using Cursor AI, which allows developers to build robust applications by converting English instructions into code. The course covers a wide range of topics, including full-stack web development, integrating with GitHub, building a Python and Django web app, and deploying a production-ready server, all achievable in about 5 hours and at minima...

https://www.youtube.com/watch?v=ESrWYoXZc8s

9 Levels of Asynchronous Programming in Python

In this article, I’ll take you step-by-step through 9 levels from the basics to advanced concurrency techniques. Whether you’re new to async or looking to sharpen your skills, this guide will provide

https://medium.com/techtofreedom/9-levels-of-asynchronous-programming-in-python-3755f80403c9

Chunkr

Vision model based PDF chunking.

https://github.com/lumina-ai-inc/chunkr

We’re All Just Looking for Connection

We’ve been working to bring components of Quip’s technology into Slack with the canvas feature, while also maintaining the stand-alone Quip product. Quip’s backend, which powers both Quip and canvas, is written in Python. This is the story of a tricky bug we encountered last July and the lessons we learned along the way about being careful with TCP state.

https://slack.engineering/were-all-just-looking-for-connection/

Tabled

Detect and extract tables to markdown and csv.

https://github.com/VikParuchuri/tabled

Should you use uv’s managed Python in production?

The uv package manager can also install Python for you. Should you use this feature in production?

https://pythonspeed.com/articles/uv-python-production/

compl-ai

An open-source compliance-centered evaluation framework for Generative AI models.

https://github.com/compl-ai/compl-ai

git-remote-s3

This library enables to use Amazon S3 as a git remote and LFS server.

https://github.com/awslabs/git-remote-s3

PyData Amsterdam 2024

Talks from PyData Amsterdam 2024 are now available.

https://www.youtube.com/playlist?list=PLGVZCDnMOq0reU2lzNZCn9obkyRVaSnpF

Kalmangrad

Automated, smooth, N'th order derivatives of non-uniformly sampled time series data.

https://github.com/hugohadfield/kalmangrad

Arch

Arch is an intelligent prompt gateway. Engineered with (fast) LLMs for the secure handling, robust observability, and seamless integration of prompts with APIs - all outside business logic.

https://github.com/katanemo/arch

Epic Debugging, Hilarious Outcome

In this episode, an issue with sign-up was explored. What seemed like a minor fix turned into an intense debugging session, delving deeply into the django-allauth package to uncover the underlying problems.

https://www.youtube.com/watch?v=WNnJRAGM2TQ