Python Hub Weekly Digest for 2024-09-01
💖 Most Popular
Taichi: Productive, portable, and performant GPU programming in Python
Py5, a Python version of Processing for your creative coding projects
Python's Preprocessor
Every now and then you hear outrageous claims such as “Python has no preprocessor”. This is simply not true. In fact, Python has the best preprocessor of all languages - it quite literally allows us to do whatever we want, and a lot more. It’s just a little tricky to (ab)use.
Try LangChain with Python and Upstash Vector
The video covers setting up a Lang chain for custom data sets using a variety of tools like Python, Jupyter, and OpenAI, demonstrating API creation, embedding models, and vector database integration. It also discusses implementing rate limiting in a FastAPI application and setting up agents for querying and handling data.
Pare
Pare is the easiest way to deploy Python Lambdas alongside your primary web application.
📖 Articles
Gemma for Streaming ML with Dataflow
The article demonstrates how to integrate Google's Gemma 2 language model into a Dataflow pipeline for real-time sentiment analysis and response generation in customer support chats. It provides a practical example of using Gemma to process streaming data, including code snippets for creating prompts, running inference, and handling model outputs within a scalable data processing framework.
Python Hub Weekly Digest for 2024-08-25
How to build a query language in Python
The article discusses the complexities and challenges of building a custom query language, highlighting key considerations such as syntax design, parsing, and execution. It provides insights and practical tips for developers looking to create or improve their own query languages.
Rye and Uv: August Is Harvest Season for Python Packaging
PromptMage - simplifies the process of creating and managing LLM workflows
"PromptMage" is designed to offer an intuitive interface that simplifies the process of creating and managing LLM workflows. It facilitates prompt testing and comparison, and version control.
OpenBB-finance / OpenBB
Investment Research for Everyone, Everywhere.
Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation
The video explains how to code a visual language model from scratch using PyTorch, covering topics such as vision transformers, contrastive learning, and language models. It provides a detailed walkthrough of implementing various components, including the vision encoder, language model, and how to combine image and text embeddings, with explanations of key concepts like attention mechani...
Saving Scrapy Crawl Stats to PostgreSQL with a Custom Extension and SQLAlchemy
The post explains how to extend Scrapy to save crawl statistics directly into a PostgreSQL database, detailing the implementation process and configuration needed. It provides a guide for integrating Scrapy with PostgreSQL to enhance data management and analysis.
⚙️ Projects
RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
LabelU
Data annotation toolbox supports image, audio and video data.
Qik
Qik is a command runner that understands the import graph, allowing you to cache commands and only run the things that matter. Can dramatically speed up CI/dev in large monorepos.
llmio
A Lightweight Library for LLM I/O.
👾 Reddits
I switched from full stack to streamlit/python and it reduced my development time to 2 weeks !
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.