News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
How to model a following system similar to Twitter and Instagram with Python and Django
https://uhtred.dev/insights/how-to-model-a-following-system-similar-to-twitter-and-instagram-with-python-and-django
LiteLLM
Call all LLM APIs using the OpenAI format Anthropic, Huggingface, Cohere, TogetherAI, Azure, OpenAI, etc.
https://github.com/BerriAI/litellm
django-send-sms
Send SMS from Django application using any SMS service provider just writing a single line of code.
https://github.com/hizbul25/django-send-sms
openai / human-eval
Code for the paper "Evaluating Large Language Models Trained on Code"
https://github.com/openai/human-eval
gpt-pilot
Dev tool that writes scalable apps from scratch while the developer oversees the implementation.
https://github.com/Pythagora-io/gpt-pilot
LLM Python library now provides tools for working with embeddings
https://simonwillison.net/2023/Sep/4/llm-embeddings/
How to manage a team of AI agents
Lessons from building an app for $1.50 in 10 minutes.
https://www.generational.pub/p/how-to-manage-a-team-of-ai-agents
lida
Automatic Generation of Visualizations and Infographics using Large Language Models.
https://github.com/microsoft/lida
How to Avoid Refactoring Legacy Code HELL
This video teaches you a 5-step framework for refactoring legacy code.
https://www.youtube.com/watch?v=Rryo6CoKamE
iam-veeramalla / aws-devops-zero-to-hero
AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.
https://github.com/iam-veeramalla/aws-devops-zero-to-hero
Writing a C compiler in 500 lines of Python
https://vgel.me/posts/c500/
llSourcell / DoctorGPT
DoctorGPT is an LLM that can pass the US Medical Licensing Exam. It works offline, it's cross-platform, & your health data stays private.
https://github.com/llSourcell/DoctorGPT
Build an AI app with FastAPI and Docker
A coding session with Sebastián Ramírez and learn how to build a Machine Learning app with FastAPI and Docker. Along the way we will show you some tips like the interactive coding session and Docker init command, and best practices when working with FastAPI.
https://www.youtube.com/watch?v=iqrS7Q174Ac
i built an entire web framework from scratch
https://www.reddit.com/r/Python/comments/16e5jkg/i_built_an_entire_web_framework_from_scratch/
Debugging Catastrophic Backtracking for Regular Expressions in Python
https://krishnanchandra.com/posts/regex-catastrophic-backtracking/
Vanna
Personalized AI SQL Agent.
https://github.com/vanna-ai/vanna
textual-web
Run TUIs and terminals in your browser.
https://github.com/Textualize/textual-web
InstaGraph
Converts text input or URL into knowledge graph and displays.
https://github.com/yoheinakajima/instagraph
Python Hub Weekly Digest for 2023-09-17
https://pythonhub.dev/digest/2023-09-17/
Spotlight
Interactively explore unstructured datasets from your dataframe.
https://github.com/Renumics/spotlight
NVlabs / neuralangelo
Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)
https://github.com/NVlabs/neuralangelo
Django security releases issued: 4.2.5, 4.1.11, and 3.2.21
https://www.djangoproject.com/weblog/2023/sep/04/security-releases/
compress
Text compression for generating keyboard expansions. This is a tool for automatically creating typing shortcuts from a corpus of your own writing!
https://github.com/eschluntz/compress
roboflow / supervision
We write your reusable computer vision tools. 💜
https://github.com/roboflow/supervision
Textbase
Textbase is a simple framework for building AI chatbots.
https://github.com/cofactoryai/textbase
hrequests
Web scraping for humans.
https://github.com/daijro/hrequests
CoTracker
CoTracker is a model for tracking any point (pixel) on a video.
https://co-tracker.github.io/
XTuner
XTuner is a toolkit for efficiently fine-tuning LLM.
https://github.com/InternLM/xtuner
microsoft / Llama-2-Onnx
https://github.com/microsoft/Llama-2-Onnx
Learning Pandas? Start Here.
A high paced overview of many of the pandas core functionality. As one of the most popular libraries in all of programming, Pandas is an essential tool for learning data wrangling. Watch this video to get a good foundational understanding of what is possible.
https://www.youtube.com/watch?v=DkjCaAMBGWM