TLWI Python
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Important reference: Create Customized Software using Natural Language Idea (through Multi-Agent Collaboration)
Helloooooo, readers!
We hope you're all set for another exciting edition of our weekly newsletter! 🎉 This week, we have an amazing lineup of articles and resources that'll surely blow your mind! So, let's dive right in, shall we?
First up, have you ever wondered how you can create customized software using natural language ideas? Well, wonder no more! Our featured article this week will take you on a mind-bending journey through the world of multi-agent collaboration. Learn about the cutting-edge techniques and tools that enable software development based on natural language ideas. It's an absolute game-changer, folks! Don't miss out on this important reference!
Next, we have a little treat for all you coding enthusiasts out there. Are you familiar with the classic programming exercise of printing "Hello, World!"? Well, our amazing community member has cooked up a HackerRank Python solution to this timeless challenge! It's a simple yet elegant piece of code that'll make your programming heart sing. Check out this fantastic solution in our important reference – you won't be disappointed!
Now, let's talk about some serious horsepower on your CPU. Who said large language models require hefty GPUs to run smoothly? We've got a jaw-dropping article that challenges that notion. Brace yourselves because this one might surprise you! Learn all about the tricks and techniques that allow running large language models on the CPU. It's like rocket fuel for your everyday computational tasks. Get ready for some mind-blowing insights, dear readers!
Ah, now it's time for a little fun with coding again! Picture this: you need to merge some tools together, but you're lost in a sea of data structures and algorithmic wizardry. Fear not, because we've got your back! In our important reference, you'll find another fantastic HackerRank Python solution that effortlessly merges those tools for you. It's like a magic wand for your coding dilemmas. Say goodbye to the headache and hello to streamlined productivity!
Last but certainly not least, we have a remarkable free open source website change detection and restock monitor service that's as simple as it gets. Imagine being able to track changes to your favorite websites or receive notifications when that coveted item goes back in stock. Well, dream no further! Our friends at Restock Monitor have created a tool that does all that and more. This lightweight, easy-to-use service makes website monitoring a breeze. Discover the wonders of their platform in our important reference!
That's it for this week, folks! We hope you enjoyed this sneak peek into the exciting content awaiting you in our newsletter. Be sure to click on those important references and delve into the magic of each article. Until next time, happy coding and stay curious! ✨
Dennis
Updates From The Python Blog
- Python 3.12.0 release candidate 2 now available - Wednesday, September 6, 2023
Our Article Picks
- zvone187: GPT Pilot - a dev tool that writes 95% of coding tasks
- Saurabh Rai: Swirl: An open-source search engine with LLMs and ChatGPT to provide all the answers you need 🌌
- Mahmoud Mabrouk: 🔥🤖 Build an AI-Powered Discord Bot to Recommend HackerNews Posts using OpenAI, Novu and Agenta 🚀
- Ariel Weinberger: Pezzo v0.5 - Dashboards, Caching, Python Client, and More!
- Pavan Belagatti: Jupyter Notebooks Tutorial for Beginners!
- Vincent A. Cicirello: Celebrating over 2 million pulls of pyaction from the GitHub Container Registry
- Bobur Umurzokov: How to build a custom GPT enabled full-stack app for real-time data
- Ran Isenberg: ## AWS re:Invent 2023 — My Selection Of Serverless Sessions
- Oscar Leo: How to Create Data Maps of the United States With Matplotlib
- Scofield Idehen: Python For The Blinds (Part-1)
- Miguel Ángel Cabrera Miñagorri: Handling computer vision events in real-time with Python, Kafka and Pipeless
- Bala Madhusoodhanan: Balancing Wants and Constraints: Navigating the Knapsack Problem
- Ricardo Sueiras: Using Amazon CodeWhisperer as my scripting sidekick
- Maxim Saplin: Mojo🔥SDK has been released for Linux
- Sifat: Face Recognition on a Large Collection of Faces with Python
- Dare Johnson: Streamlining Machine Learning Projects with Scikit-Learn Pipeline
- Debbie O'Brien: Getting started with Python and Playwright
- Vincent A. Cicirello: pyaction 4.23.0 Released
- Scofield Idehen: Techniques for Printing the Lowercase Alphabet without Newlines in Python
- Sachin: How to Use TailwindCSS with Flask
- Fahmi Nurfikri: Create Word Cloud into any Shape you want using Python
- Vineet Prasad: How to Use a News API for Media Monitoring
- V Sai Harsha: Learn Python Basics under 50 lines
- Prayson Wilfred Daniel: Data Transformation is All You Need
- Lukas Krimphove: Visualizing Outdoor Activities with Python Folium
- Shilleh: Getting Started with REPL on the Raspberry Pi Pico using Rshell
- Renaldi: Leveraging Amazon SageMaker for Image Classification: A Hands-On Guide with CIFAR-10 Dataset
- Fahmi Nurfikri: FastAPI has Ruined Flask Forever for Me
- Max: Mastering ZIP File Handling in Python: Reading and Creating Zip Archives
- Wladislav Radchenko: Voice Cloning, Face Swapping, and Video Object Removal: Discover the All-in-One Open-Source Wunjo AI Project on Python
- Odumosu Matthew: Understanding Slicing in Python: A Comprehensive Guide
- TechPlygrnd: Matplotlib Tutorial #5: Plot Marker Customization
- Antonov Mike: From Rust to Python through screwed up SQL queries
- Julian: Network Automation with Python and Paramiko
- Yoel Monzón: Accelerating Releases with Pulumi: My Proxy Project Journey
- John Franey: AWS documentation frustrations
- Moiz Ibrar: Building Web Applications with Flask: A Pythonic Journey
- BALAKRISHNA S: Understanding Operator Precedence in Python
- TechPlygrnd: Matplotlib Tutorial #1: Introduction
- Ruthvik Raja M.V: How to read an Excel file from Azure Databricks using PySpark
- ibnaleem: An anonymous SMS sending tool with a WebGUI
- suryansh taragi: SIMPLE GAME USING PYGAME
- Luca Cerina: Physio-Cassette: handle physiological signals without hassle
- EDEXADE: VKpyMusic - your tool for audio VK API
- Ahmed Qureshi: Streamlining Passport Verification: ICAO's Legacy and PixLab's DOCSCAN
- guiadeti: Curso de Python 100% Gratuito pela FEA-USP
- Renata Maçãs: Tutorial de Python + Google Colab para Análise de Dados
- Youdiowei Eteimorde: Running Large Language Models on the CPU
- bgadd-brad: I Made Hangman Without using AI
- Jeffrey Montanari: A advanced OSINT tool
- Free Python Code: Create video from Text Clips using Python and moviepy.
- Oladoyin Idris: Python Programming for DevOps Engineer
- Deepak Raj: Merge the Tools! - HackerRank Python Solution
- Deepak Raj: Time Delta - HackerRank Python Solution
- TechPlygrnd: Matplotlib Tutorial #4: Plot With Default X-Points
- Chinemere: Try and Except in Layman's terms
- Syed Muhammad Ali Raza: Reinforcement Learning
- Deepak Raj: Hello, World! - HackerRank Python Solution
- Deepak Raj: Find the runner up score - HackerRank Python Solution
- S-Nidhin: Flutter: For Beginners
Our Repo Picks
- KillianLucas/open-interpreter (Python): OpenAI's Code Interpreter in your terminal, running locally
- graphdeco-inria/gaussian-splatting (Python): Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
- hpcaitech/ColossalAI (Python): Making large AI models cheaper, faster and more accessible
- microsoft/qlib (Python): Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
- Pythagora-io/gpt-pilot (Python): Dev tool that writes scalable apps from scratch while the developer oversees the implementation
- binary-husky/gpt_academic (Python): 为 ChatGPT/GLM 提供实用化交互界面，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持 Python 和 C++等项目剖析&自译解功能，PDF/LaTex 论文翻译&总结功能，支持并行问询多种 LLM 模型，支持 chatglm2 等本地模型。兼容文心一言, moss, llama2, rwkv, claude2, 通义千问, 书生, 讯飞星火等。
- facebookresearch/nougat (Python): Implementation of Nougat Neural Optical Understanding for Academic Documents
- ansible/ansible (Python): Ansible is a radically simple IT automation platform that makes your applications and systems easier to deploy and maintain. Automate everything from code deployment to network configuration to cloud management, in a language that approaches plain English, using SSH, with no agents to install on remote systems. https://docs.ansible.com.
- OpenBMB/ChatDev (Python): Create Customized Software using Natural Language Idea (through Multi-Agent Collaboration)
- 3b1b/manim (Python): Animation engine for explanatory math videos
- ymcui/Chinese-LLaMA-Alpaca-2 (Python): 中文 LLaMA-2 & Alpaca-2 大模型二期项目 + 16K 超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs, including 16K long context models)
- 521xueweihan/HelloGitHub (Python): 分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.
- pytorch/pytorch (Python): Tensors and Dynamic neural networks in Python with strong GPU acceleration
- eosphoros-ai/DB-GPT (Python): Revolutionizing Database Interactions with Private LLM Technology
- searxng/searxng (Python): SearXNG is a free internet metasearch engine which aggregates results from various search services and databases. Users are neither tracked nor profiled.
- threestudio-project/threestudio (Python): A unified framework for 3D content generation.
- AUTOMATIC1111/stable-diffusion-webui (Python): Stable Diffusion web UI
- dgtlmoon/changedetection.io (Python): The best and simplest free open source website change detection, restock monitor and notification service. Restock Monitor, change detection. Designed for simplicity - Simply monitor which websites had a text change for free. Free Open source web page change detection, Website defacement monitoring, Price change and Price Drop notification
- FlagAlpha/Llama2-Chinese (Python): Llama 中文社区，最好的中文 Llama 大模型，完全开源可商用
- mouredev/retos-programacion-2023 (Python): Ejercicios de código semanales en 2023 de la comunidad MoureDev para practicar lógica en cualquier lenguaje de programación.
- iperov/DeepFaceLive (Python): Real-time face swap for PC streaming or video calls
- d2l-ai/d2l-zh (Python): 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被 70 多个国家的 500 多所大学用于教学。
- Mikubill/sd-webui-controlnet (Python): WebUI extension for ControlNet
- langchain-ai/langchain (Python): ⚡ Building applications with LLMs through composability ⚡
- embedchain/embedchain (Python): Framework to easily create LLM powered bots over any dataset.
The Last Week In Python is a weekly roundup for all things Python! Follow me on Twitter for more projects @dennisokeeffe92.
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