PythonHub

FableForge Generate a picture book from a single prompt using OpenAI function calling, replicate, and Deep Lake. https://github.com/e-johnstonn/FableForge

ricklamers / gpt-code-ui An open source implementation of OpenAI's ChatGPT Code interpreter https://github.com/ricklamers/gpt-code-ui

How to upgrade your Flask application using async https://www.reddit.com/r/Python/comments/1410vib/how_to_upgrade_your_flask_application_using_async/

languagemodels Explore large language models on any computer with 512MB of RAM. https://github.com/jncraton/languagemodels

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

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

Python 3.12.0 beta 3 released https://pythoninsider.blogspot.com/2023/06/python-3120-beta-3-released.html

Maccarone Maccarone is an experimental tool that lets you write English inside Python source code. https://github.com/bsilverthorn/maccarone

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

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

Python Dict – An Explorable Explanation https://just-taking-a-ride.com/inside_python_dict/chapter1.html

Frouros Frouros is an open-source Python library for drift detection in machine learning systems. https://github.com/IFCA/frouros

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/

Proposing a Struct Syntax for Python https://snarky.ca/proposing-a-struct-syntax/

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/

How to Create a UTF-16 Surrogate Pair by Hand, with Python https://www.oilshell.org/blog/2023/06/surrogate-pair.html

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/

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

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

Deep Learning for Computer Vision with Python and TensorFlow https://www.youtube.com/watch?v=IA3WxTTPXqQ