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.
Spring Security JPA Authentication in Spring Boot
Learn to implement database authentication using Spring Data JPA and Spring Security in a Spring Boot application, enhancing your web security skills.
Dependency Injection in Spring Boot - Tutorial and Best Practices
Learn to implement Dependency Injection in Spring Boot through practical application. Discover how testing reveals structural issues and how DI resolves them, enhancing your Spring development skills.
Creating a Java CLI for Chat GPT API Interaction
Build a Java CLI to interact with OpenAI's API, creating your own AI chatbot. Learn API integration, CLI development, and native image building for local use.
Introduction to Spring Shell - Creating a CLI Application
Explore Spring Shell: Create CLI apps, learn commands, and leverage dependency injection in this hands-on introduction to building interactive command-line tools with Spring.
Create Your Own YouTube Command-Line Interface with Java and Spring
Build a YouTube CLI using Java and Spring, integrating the Data API for searching and retrieving video details. Enhance Java skills while creating a customized terminal-based YouTube experience.
Test Driven Development in Spring Boot REST Controllers
Learn TDD approach for testing REST Controllers in Spring Boot, focusing on unit testing inputs and outputs while building a small application.
Introduction to Project CRaC - Enhancing Runtime Efficiency in Java and Spring Development
Explore Project CRaC's impact on Java & Spring development, enhancing runtime efficiency through key concepts and techniques for optimized application performance.
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.
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.
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.
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.
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.