Python Hub Weekly Digest for 2023-06-11
💖 Most Popular
IntelligenzaArtificiale / Free-Auto-GPT
Free Auto GPT with NO paids API is a repository that offers a simple version of Auto GPT, an autonomous AI agent capable of performing tasks independently. Unlike other versions, our implementation does not rely on any paid OpenAI API, making it accessible to anyone.
gventuri / pandas-ai
Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
Representing Monetary Values in Python
Understanding how to accurately represent monetary values in Python is crucial for building financial applications, analyzing data, or simply improving your coding skills. This tutorial explores the various techniques and best practices for effectively working with money.
bigcode-project / starcoder
Home of StarCoder: fine-tuning & inference!
mlc-ai / mlc-llm
Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
📖 Articles
Securing PyPI accounts via Two-Factor Authentication
PyPI will require all users who maintain projects or organizations to enable one or more forms of two-factor authentication (2FA) by the end of 2023.
richardyc / Chrome-GPT
An AutoGPT agent that controls Chrome on your desktop
acheong08 / Bard
Python SDK/API for reverse engineered Google Bard
cirediatpl / FigmaChain
FigmaChain is a set of Python scripts that generate HTML/CSS code based on Figma designs. Using OpenAI's GPT-3 model, FigmaChain enables developers to quickly generate HTML/CSS code from a Figma design input. It also includes a Streamlit-based chatbot interface for interactive code generation.
2023 State of Data + AI
This report provides insights into the evolving data landscape, highlighting the increasing importance of AI and machine learning and the challenges organizations face in harnessing the power of data for innovation and growth.
The Many Problems with Celery
The post discusses the challenges and limitations of using Celery, a distributed task queue framework in Python, highlighting issues related to scalability, error handling, and deployment complexities.
Blazing Fast ETLs with Simultaneous MultiProcessing and MultiThreading
The post delves into the techniques and benefits of using simultaneous multiprocessing and multithreading for ETL (Extract, Transform, Load) processes. It explores how leveraging these parallel processing approaches can significantly improve the performance and efficiency of ETL tasks, resulting in faster data processing and enhanced overall productivity.
Python adventures: Finding unused dependencies
The author discusses a Python script he created that helps identify and remove unused dependencies in Python projects, improving code efficiency and reducing unnecessary bloat. The post provides a step-by-step guide on how to use the script and highlights its benefits for developers.
Gorilla
An API store for LLMs.
⚙️ Projects
SuperAGI
Infrastructure for building useful Autonomous Agents.
Chainlit
Build Python LLM apps in minutes.
AutoGPTQ
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
Voyager
An Open-Ended Embodied Agent with Large Language Models.
Sophia
Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
Olive
Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.
WingmanAI
Real-time transcription of audio, integrated with ChatGPT for interactive use. Save, load, and append transcripts for effective context management in conversations.
ChainForge
An open-source visual programming environment for battle-testing prompts to LLMs.
👾 Reddits
(Failed - but working 100%) Interview challenge
I made a library for making user terminal input really really pretty!
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.