Repository Index

DevStart Lab - An interactive open-source platform to learn programming, explore real projects, and contribute to GitHub.

• beginner-friendly
• coding-challenges
• developer-tools
• education

Translated🐋 Complete guide in Russian: how to install and run DeepSeek locally (V4, R1) on PC, Mac and server — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, agents, fine-tuning, best tips and tricks

• ai-agents
• deepseek
• deepseek-r1
• deepseek-v4

In-depth tutorials on LLMs, RAGs and real-world AI agent applications (Personal learning hub)

How to build an analytics agent that gets your business numbers right: metrics from your analysts' SQL, a golden set of real questions, improvement loops

Play Framework 2.4 learning project with structured wiki documentation and reference pages

• activator
• java
• play-framework
• playframework

TranslatedMultimodal retrieval in practice: intent recognition, prompt engineering, Qwen LoRA, EmbeddingGemma 2, and InfoNCE contrastive learning. Includes real demos, integration of your own data, training and evaluation, and a learning guide to RAG retrieval components.

• clip
• ecommerce
• image-retrieval
• image-search

GBDK tutorials

A project about the Swift programming language

• swift

Client side encryption can be part of this complete breakfast. Also Lua.

Simple Backbone.js example application

A collection of short notes about Nix, each contributing to the same virtual machine image

Delphi Android Kapsamlı Depolama / Scoped Storage - Storage Access Framework SAF

• delphi
• android
• saf

Balena Etcher USB Flash Pro Install Guide: Safe Cross-Platform OS Image Flashing

• balena
• balena-etcher-usb-flash-pro-install-guid
• desktop
• etcher

Demonstrates how an existing Angular app can be migrated to Blazor gradually by integrating Blazor components, including calling Angular service methods.

Continuation of development backbone-contact-manager but using Marionette.js

A micro domain-specific-language example for NSPredicate written in Swift.

• swift
• playground
• tutorial

Almost any web page can work offline

Code used to CVE check Alpine based images

Repo to accompany the series "Build A Pet Management System With Remix, Prisma, and Postgres" https://www.youtube.com/watch?v=wqyHGQlZcws&list=PLTnRtjQN5ieYu9SdwLvzKYFVtfqySY7FT

• crud
• html
• javascript
• postgresql

A playground to introduce Functors in Swift, and their practical usage. From my Melbour CocoaHeads #85 lighting talk.