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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
flowtyone / flowty-realtime-lcm-canvas
A realtime sketch to image demo using LCM and the gradio library.
https://github.com/flowtyone/flowty-realtime-lcm-canvas
skytrack
A command-line based plane spotting and aircraft OSINT reconnaissance tool made using Python.
https://github.com/ANG13T/skytrack
Vector Search RAG Tutorial – Combine Your Data with LLMs with Advanced Search
Learn how to use vector search and embeddings to easily combine your data with large language models like GPT-4. You will first learn the concepts and then create three projects.
https://www.youtube.com/watch?v=JEBDfGqrAUA
T’is the Time … for GenAI!
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T’is the Time … for GenAI!
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https://pyimagesearch.com/2023/12/25/tis-the-time-for-genai/
Why don't we have tuple comprehension?
https://www.reddit.com/r/learnpython/comments/18ms8xa/why_dont_we_have_tuple_comprehension/
How many CPU cores can you actually use in parallel?
Figuring out how much parallelism your program can use is surprisingly tricky.
https://pythonspeed.com/articles/cpu-thread-pool-size/
LLMCompiler
An LLM Compiler for Parallel Function Calling.
https://github.com/SqueezeAILab/LLMCompiler
Balm in GILead: Fast string construction for CPython extensions
https://blog.vito.nyc/posts/gil-balm/
Netchecks
Netchecks is a set of tools for testing network conditions and asserting that they are as expected.
https://github.com/hardbyte/netchecks
Cyclopts
Intuitive, easy CLIs based on python type hints.
https://github.com/BrianPugh/cyclopts
llmware-ai / llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
https://github.com/llmware-ai/llmware
imoneoi / openchat
OpenChat: Advancing Open-source Language Models with Imperfect Data
https://github.com/imoneoi/openchat
google-deepmind / graphcast
https://github.com/google-deepmind/graphcast
coffee
Build and iterate on your UI 10x faster with AI - right from your own IDE.
https://github.com/Coframe/coffee
Cog: Use Python in your source files to generate pieces of code
https://nedbatchelder.com/code/cog/
whisper-plus
Advancing Speech-to-Text Processing.
https://github.com/kadirnar/whisper-plus
You don't need this in Python
SummaryThis article contains nothing new. In fact, those things have been talked about everywhere ...
https://www.bitecode.dev/p/you-dont-need-this-in-python
YAML, Python and the Holy Graal
https://yamlscript.org/posts/advent-2023/dec-21/
Building a personal predictive text engine
This post discusses the development of a personal predictive text engine called AutoWrite, which takes into account words already written in a document to provide context-specific autocompletions.
https://jamesg.blog/2023/12/15/auto-write/
feud
Build powerful CLIs with simple idiomatic Python, driven by type hints.
https://github.com/eonu/feud/
Python Hub Weekly Digest for 2023-12-24
https://pythonhub.dev/digest/2023-12-24/
Python in Visual Studio Code – December 2023 Release
This release includes the following announcements:
https://devblogs.microsoft.com/python/python-in-visual-studio-code-december-2023-release/
NVIDIA / Megatron-LM
Ongoing research training transformer models at scale
https://github.com/NVIDIA/Megatron-LM
Annotated At Runtime
PEP 593 is a bit vague on how you’re supposed to actually consume arguments to Annotated; here is my proposal.
https://blog.glyph.im/2023/12/annotated-at-runtime.html
PurpleLlama
Set of tools to assess and improve LLM security.
https://github.com/facebookresearch/PurpleLlama
LouisShark / chatgpt_system_prompt
collect agent's system prompt and share some prompt inject knowledge
https://github.com/LouisShark/chatgpt_system_prompt
Django: Sanitize incoming HTML fragments with nh3
Let’s look at how to use nh3 for HTML sanitisation in Django forms. You can adapt this approach to other situations, such as in DRF serializers.
https://adamj.eu/tech/2023/12/13/django-sanitize-incoming-html-nh3/
µHTTP
µHTTP emerged from the need of a simple web framework. It's great for micro-services, single page applications, AND monolithic monsters.
https://github.com/0x67757300/uHTTP
pytest daemon: 10X Local Test Iteration Speed
At Discord, their Python test suite suffered from slow local test runs, taking 13 seconds per test. They built a pytest daemon that improves local test iteration speed by 10x, significantly reducing development time. This solution involves offloading heavy work to a background process and caching results, bypassing slow imports and fixtures.
https://discord.com/blog/pytest-daemon-10x-local-test-iteration-speed
Python 3.12.1
https://www.python.org/downloads/release/python-3121/