jerryjliu / llama_index

LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.

https://github.com/jerryjliu/llama_index

Building a Bloom filter

In this post, we will explore the Bloom filter — a data structure that is ingenious in its simplicity and elegant in its design

https://luminousmen.com/post/building-a-bloom-filter

When to use Python's "list" function

When should you use the built-in list(...) function in Python? And when shouldn't you? The list constructor is both underused and overused in Python.

https://www.pythonmorsels.com/using-list/

gptcli

ChatGPT in command line with gpt-3.5-turbo api.

https://github.com/evilpan/gptcli

DiffusionFastForward

Course on diffusion generative models in a fast forward mode.

https://github.com/mikonvergence/DiffusionFastForward

PyBroker

Algorithmic Trading in Python with Machine Learning.

https://github.com/edtechre/pybroker/

Data validation in Python: a look into Pandera and Great Expectations

Data validation is a vital step in any data-oriented workstream. This post investigates and compares two popular Python data validation packages - Pandera and Great Expectations.

https://endjin.com/blog/2023/03/a-look-into-pandera-and-great-expectations-for-data-validation

The Speed of Python: It Ain’t That Bad!

I hear all the time that Python is way too slow. Is it?

https://medium.com/pythoniq/the-speed-of-python-it-aint-that-bad-9f703dd2924e

How We Deploy 5X Faster with Warm Docker Containers

Using pex, Serverless Dagster Cloud now deploys 4 to 5 times faster by avoiding the overhead of building and launching Docker images.

https://dagster.io/blog/fast-deploys-with-pex-and-docker

How to Build a Complete Python Package Step-by-Step

Do you want to know how to build a complete Python package? Well, look no further! This video will take you step-by-step through the entire process, from creating your project to publishing it on PyPI.

https://www.youtube.com/watch?v=5KEObONUkik

jaymody / picoGPT

An unnecessarily tiny implementation of GPT-2 in NumPy.

https://github.com/jaymody/picoGPT

Mathesar

An intuitive UI for managing data, for users of all technical skill levels. Built on Postgres.

https://github.com/centerofci/mathesar

Python Automation with ChatGPT

In this video we are going to learn how to use Python to automate things for us so we don't have to do them manually. But here's even more interesting thing we will do we will ChatGPT and we will tell Python to use ChatGPT's API or the underlying API that ChatGPT is also using to generate the Python scripts for the two use cases.

https://www.youtube.com/watch?v=w-X_EQ2Xva4