Spinning Up in Deep RL

An educational resource produced by OpenAI that makes it easier to learn about deep reinforcement learning (deep RL).

https://spinningup.openai.com/en/latest/

Intro to Large Language Models

Andrej Karpathy's talk on introduction to Large Language Models covering the core technical component behind systems like ChatGPT, Claude, and Bard. What they are, where they are headed, comparisons and analogies to present-day operating systems, and some of the security-related challenges of this new computing paradigm.

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

langchain-ai / langchain

⚡ Building applications with LLMs through composability ⚡

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

ProAgent

From Robotic Process Automation to Agentic Process Automation.

https://github.com/OpenBMB/ProAgent

Subtitle

Open-source subtitle generation for seamless content translation.

https://github.com/innovatorved/subtitle

Building a Bootstrap styled form in vanilla Django

In this post, David Smith explores creating a Bootstrap-styled form in vanilla Django without relying on third-party packages. He discusses customizing form widgets, adding CSS classes, and creating a custom field template.

https://smithdc.uk/blog/2023/bootstrap_form_in_vanilla_django

rags

Build ChatGPT over your data, all with natural language.

https://github.com/run-llama/rags

Breezy

A Distributed Version Control System with a Friendly UI.

https://github.com/breezy-team/breezy

autometrics-py

Easily add metrics to your code that actually help you spot and debug issues in production. Built on Prometheus and OpenTelemetry.

https://github.com/autometrics-dev/autometrics-py

Running Python Parallel Applications with Sub Interpreters

Python 3.12 introduced a new API for “sub interpreters”, which are a different parallel execution model for Python that provide a nice compromise between the true parallelism of multiprocessing, but with a much faster startup time. This post will explain what a sub interpreter is, why it’s important for parallel code execution in Python and how it compares with other approaches.

https://tonybaloney.github.io/posts/sub-interpreter-web-workers.html

huggingface / alignment-handbook

Robust recipes for to align language models with human and AI preferences

https://github.com/huggingface/alignment-handbook

Meditron

Meditron is a suite of open-source medical Large Language Models (LLMs).

https://github.com/epfLLM/meditron

Announcing the Flask Mega-Tutorial, 2024 Edition

Today I'm super-excited to share that I have made available a major update to the Flask ...

http://blog.miguelgrinberg.com/post/announcing-the-flask-mega-tutorial-2024-edition