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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Prompt flow
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
https://github.com/microsoft/promptflow
WhatsApp-Llama
Finetune a LLM to speak like you based on your WhatsApp Conversations.
https://github.com/Ads-cmu/WhatsApp-Llama/
How We're Building AI Search Engines using LLM Embeddings
Demo and explanation of how to use the Python sentence-transformers library to generate, store, and query LLM embeddings using the Django ORM and pgvector. This video demonstrates a prototype application that enables "AI-powered search" for job descriptions using an unstructured, English-language description of a job seeker.
https://www.youtube.com/watch?v=ZCPUmC37HLU
When to use classes in Python? When you repeat the same functions
In this article, we look at another heuristic for using classes in Python, with examples from real-world code, and some things to keep in mind.
https://death.andgravity.com/same-functions
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/
Is FastAPI overtaking popularity from Django?
https://www.reddit.com/r/Python/comments/16f9ou2/is_fastapi_overtaking_popularity_from_django/
pai
A Python REPL with a built in AI agent and code generation.
https://github.com/AlexWiles/pai
Introducing flake8-logging
This article introduces flake8-logging, a Flake8 plugin that helps you to improve the logging in your Python code. Flake8 is a linter that checks Python code for errors and style violations. flake8-logging extends Flake8 by adding rules for checking logging code.
https://adamj.eu/tech/2023/09/07/introducing-flake8-logging/
Visualizing the CPython Release Process
https://sethmlarson.dev/security-developer-in-residence-weekly-report-9
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