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News & links about Python programming.
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LAMBDA

A local AI-powered email automation system that learns from your email style and creates draft responses for every unread email in your (Gmail) inbox.

https://github.com/zycyc/LAMBDA
Final Encoding in RPython Interpreters

The article discusses implementing a final encoding approach in RPython for interpreter design, focusing on a Brainfk interpreter as an example. It explores the benefits of using final encoding over initial encoding, including potential performance improvements and a different architectural approach to building interpreters in RPython.

https://pypy.org/posts/2024/11/guest-post-final-encoding-in-rpython.html
Python Tutorial: Stock Trading Bot

This tutorial teaches how to build a stock trading bot using Django and TimescaleDB, covering data extraction from APIs, analysis, and automated recommendations. It integrates Celery for background processing and demonstrates advanced database queries in Django, showcasing the power of time series data handling for various applications beyond stock market analysis.

https://www.youtube.com/watch?v=O3O1z5hTdUM
FireDucks

Compiler Accelerated DataFrame Library for Python with fully-compatible pandas API.

https://fireducks-dev.github.io/
Ollama Course – Build AI Apps Locally

Learn how to set up and use Ollama to build powerful AI applications locally. This hands-on course covers pulling and customizing models, REST APIs, Python integrations, and real-world projects like a Grocery List Organizer, RAG System, and an AI Recruiter Agency. Perfect for developers and AI enthusiasts ready to bring their ideas to life with local LLMs.

https://www.youtube.com/watch?v=GWB9ApTPTv4
The Best No-Nonsense VSCode Setup for Python Devs

Setting up VSCode for Python development doesn't have to be a headache! This video walks you through a complete and practical VSCode setup that tackles common pain points—like missing imports, mismatched Python versions, and pytest issues with finding tests.

https://www.youtube.com/watch?v=PwGKhvqJCQM
Abusing Talon to use my eye tracker in a project

The author describes how they used Talon, a voice control software, to access eye tracker data for a game project. They created a Python script within Talon to expose eye gaze data via a local web server, allowing integration with a Rust program

https://ntietz.com/blog/abusing-talon-eyetracker/
Let's build a AI Photo Generator with Python and FastAPI

This course teaches how to fine-tune the Flux AI model using Replicate to create personalized image generation. It also covers building a FastAPI service to access and utilize this model efficiently.

https://www.youtube.com/watch?v=lV82LDKT16A