DIY Computer Vision Image Classification Web App with OpenAI Vision API - Python and Bottle
Build a web app for image classification using OpenAI Vision API, Python, and Bottle. Learn system architecture and code implementation for practical AI integration.
DIY OpenAI Vision API App with Speech Recognition - Python, OpenAI, Google Speech Services
Build a Python app integrating OpenAI Vision API and speech recognition for automated item identification and voice-based interaction with computer vision systems.
Ollama and Python for Local AI LLM Systems
Learn to set up and use Ollama with Python for local AI language models, including installation, model management, and integration techniques.
DIY: Ollama Compare LLM Results Web App - Python, Bottle, and SQLite
Build a web app to compare LLM results using Ollama, Python, Bottle, and SQLite. Learn project architecture, setup, and coding for CLI and web interfaces.
DIY AI-Powered Autoblog with Ollama, Llama2, Python, and Bottle
Learn to create an AI-powered autoblog using Ollama, Llama2, Python, and Bottle. Rewrite existing blog content with LLM technology and store it in a database.
DIY: Ultimate AI-Powered Autoblog Using RSS - Python, Ollama, Beautiful Soup, Feedparser, SQLite
Learn to create an AI-powered autoblog using Python, Ollama, Beautiful Soup, Feedparser, and SQLite. Explore architecture, code examples, and best practices for automated content generation.
The Design of Everyday APIs - Principles of Good API Design
Explore principles of good API design: simplicity, consistency, and flexibility. Learn to create ergonomic APIs through real-world examples and iterative improvements for delightful user experiences.
Python and Data Storytelling - Avoiding Deaths by PowerPoint
Explore innovative Python tools and data storytelling techniques to create engaging, interactive presentations that captivate audiences and enhance information retention.
Unlocking the Parallel Universe: Subinterpreters and Free-Threading in Python 3.13
Explore Python 3.13's subinterpreters and free-threading for enhanced parallel execution. Learn implementation, limitations, and real-world applications in web server architecture.
Pandas and Dask DataFrame 2.0 - Comparison to Spark, DuckDB and Polars
Explore Dask DataFrame 2.0's improvements, comparing its performance to Spark, DuckDB, and Polars using TPC-H benchmarks. Learn about new features enhancing speed, efficiency, and usability in big data processing.
Building a Data Visualization App for Mobile Phones Using Python
Learn to create mobile data visualization apps using Python tools like NumPy and Matplotlib, without needing specialized mobile development skills.
Pattern Matching and Pydantic for Message Handling - PyCon US Talk
Explore pattern matching and Pydantic in Python for efficient message handling from brokers, showcasing real-world applications and elegant program flow control.
Rewind - Python Time-Travel Debugger
Explore Rewind, a time-travel debugger for Python that logs state changes, allowing developers to step through code forwards and backwards, enhancing debugging efficiency and reducing anxiety.
Modern Binary Build Systems for Python Extensions
Explore modern binary build systems for Python extensions, simplifying development with tools like scikit-build-core, meson-python, and maturin. Learn to create efficient, cross-platform compiled extensions.
Build In-Browser 3D Experiences with WebGL and PyScript
Explore creating 3D games and interactive experiences in web browsers using Python with PyScript and WebGL. Learn to harness browser graphics power for client-side web apps.
Making Your Documentation Interactive with PyScript
Enhance Python documentation with interactive examples using PyScript, enabling users to run code directly in web browsers without installation or backend setup.
Python and SQL: Better Together, Powered by DuckDB
Explore DuckDB: A powerful database system integrating seamlessly with Python, offering efficient data processing and easy-to-use SQL capabilities for data scientists and analysts.
Creative Coding with py5 - The Python Version of Processing
Explore py5, a Python framework for creative coding similar to Processing. Learn data visualization, art creation, and educational applications using familiar Python libraries.
A Low Latency Deep Dive of Python with Cython
Explore Python performance optimization using Cython, with microbenchmarks and code analysis to understand bottlenecks and achieve significant speed improvements in data analysis applications.
Building a Rusty Path Validation Library for PyCA Cryptography
Explore the development of a new X.509 path validation implementation in Rust for PyCA Cryptography, enhancing security and standards compliance for Python's HTTPS connections.
Functional Error Handling in Python - Strategies for Composable Functions
Explore functional error handling in Python, moving beyond exceptions to improve function composability and code reliability. Learn strategies and tools for better error management.