frappe / frappe

Low code web framework for real world applications, in Python and Javascript

https://github.com/frappe/frappe

AutoPrompt

Auto Prompt is a prompt optimization framework designed to enhance and perfect your prompts for real-world use cases.

https://github.com/Eladlev/AutoPrompt

ingestr

ingestr is a CLI tool to copy data between any databases with a single command seamlessly.

https://github.com/bruin-data/ingestr

Python in Visual Studio Code – March 2024 Release

This release includes the following announcements:

https://devblogs.microsoft.com/python/python-in-visual-studio-code-march-2024-release/

OpenBMB / MiniCPM

MiniCPM-2B: An end-side LLM outperforms Llama2-13B.

https://github.com/OpenBMB/MiniCPM

Fanghua-Yu / SUPIR

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild

https://github.com/Fanghua-Yu/SUPIR

A Retrospective on Requests

python-requests has been around for a long time. I've been a maintainer for many years and I share some retrospective thoughts on the project.

https://blog.ian.stapletoncordas.co/2024/02/a-retrospective-on-requests

Advanced Retrieval-Augmented Generation: From Theory to LlamaIndex Implementation

How to address limitations of naive RAG pipelines by implementing targeted advanced RAG techniques in Python.

https://towardsdatascience.com/advanced-retrieval-augmented-generation-from-theory-to-llamaindex-implementation-4de1464a9930

JupyterLab 4.1 and Notebook 7.1 are here

JupyterLab 4.1 and Notebook 7.1 are now available! These releases include several new features, bug fixes, and enhancements for extension developers. This release is compatible with extensions supporting JupyterLab 4.0 and Notebook 7.0.

https://blog.jupyter.org/jupyterlab-4-1-and-notebook-7-1-are-here-20bfc3c10217

pydantic / FastUI

Build better UIs faster.

https://github.com/pydantic/FastUI

Mamba: The Hard Way

A post about Mamba, a recent neural architecture that can be roughly thought of as a modern recurrent neural network (RNN). The model works really well and is a legitimate competitor with the ubiquitous Transformer architecture. It has gotten a lot of attention.

https://srush.github.io/annotated-mamba/hard.html

Build a Retrieval-Augmented Generation Chatbot in 5 Minutes

In under 5 minutes and with only 100 lines of Python code, Rohan Rao, senior solutions architect at NVIDIA, demos how large language models (LLMs) can be developed and deployed for AI chatbot applications—without needing your own GPU infrastructure.

https://www.youtube.com/watch?v=N_OOfkEWcOk

X-PLUG / MobileAgent

Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

https://github.com/X-PLUG/MobileAgent

Generative AI Full Course – Gemini Pro, OpenAI, Llama, Langchain, Pinecone, Vector Databases & More

Learn about generative models and different frameworks, investigating the production of text and visual material produced by artificial intelligence.

https://www.youtube.com/watch?v=mEsleV16qdo

Sensei

Generate Synthetic Data Using OpenAI or MistralAI.

https://github.com/migtissera/Sensei

Advanced Web Scraping With Python: Extract Data From Any Site

This article covers how to get and manage cookies and custom headers, avoid TLS fingerprinting, recognize important HTTP headers to send in requests, and how to implement exponential-backoff HTTP request retrying.

https://jacobpadilla.com/articles/advanced-web-scraping-techniques