CSV-AI

CSV-AI is the ultimate app powered by LangChain, OpenAI, and Streamlit that allows you to unlock hidden insights in your CSV files. With CSV-AI, you can effortlessly interact with, summarize, and analyze your CSV files in one convenient place.

https://github.com/Safiullah-Rahu/CSV-AI

Python in Visual Studio Code – June 2023 Release

This release includes the following announcements:

https://devblogs.microsoft.com/python/python-in-visual-studio-code-june-2023-release/

AsyncIO

The author argues that asyncio is too complex, difficult to use, and that its performance benefits are not worth the added complexity for most applications. The author recommends using gevent, another Python library that allows asynchronous programming, as an alternative to asyncio.

https://charlesleifer.com/blog/asyncio/

Understanding CPUs can help speed up Numba and NumPy code

With a little understanding of how CPUs and compilers work, you can speed up NumPy with faster Numba code.

https://pythonspeed.com/articles/speeding-up-numba/

Frouros

Frouros is an open-source Python library for drift detection in machine learning systems.

https://github.com/IFCA/frouros

Audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

https://github.com/facebookresearch/audiocraft

Gotchas of Streaming Pipelines: Profiling & Performance Improvements

Discover how Lyft identified and fixed performance issues in their streaming pipelines.

https://eng.lyft.com/gotchas-of-streaming-pipelines-profiling-performance-improvements-301439f46412

Maccarone

Maccarone is an experimental tool that lets you write English inside Python source code.

https://github.com/bsilverthorn/maccarone

Pro-Tip – pytest fixtures are magic!

Fixtures are building blocks for good tests and can increase development speed. The main issue with writing tests is setting up necessary data before the test, but pytest fixtures make it easier by injecting necessary data into your tests.

https://www.revsys.com/tidbits/pytest-fixtures-are-magic

Bringing Locality of Behaviour to Django Views and URLs

Introducing django-view-decorator, a Django package which brings Locality of Behaviour to your Views and URLs.

https://valberg.dk/bringing-locality-of-behaviour-to-django-views-and-urls.html

languagemodels

Explore large language models on any computer with 512MB of RAM.

https://github.com/jncraton/languagemodels

ricklamers / gpt-code-ui

An open source implementation of OpenAI's ChatGPT Code interpreter

https://github.com/ricklamers/gpt-code-ui

FableForge

Generate a picture book from a single prompt using OpenAI function calling, replicate, and Deep Lake.

https://github.com/e-johnstonn/FableForge

OpenTalker / video-retalking

SIGGRAPH Asia 2022 VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild

https://github.com/OpenTalker/video-retalking