A Simple Guide to Retrieval Augmented Generation

Abhinav Kimothi

Everything you need to know about Retrieval Augmented Generation in one human-friendly guide. Augmented Generation—or RAG—enhances an LLM’s available ...

Spring AI in Action

Craig Walls

Use Spring AI to add generative AI features like virtual assistants, text summaries, and suggestions to your Java applications. No matter what kind of...

AI-Capabilities-Overview

AI Capabilities Overview· WarningThis guide is a work in progress. Also, there has been ongoing progress with software quality and performance so plea...

GitHub - NirDiamant/GenAI_Agents: This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensive guide for building intelligent, interactive AI systems.

This repository provides tutorials and implementations for various Generative AI Agent techniques, from basic to advanced. It serves as a comprehensiv...

Using Vectorize to build an unreasonably good search engine in 160 lines of code

PartyKit now includes a vector database and access to an embedding model. Here’s a guide on how to use them to build a search engine.

How to Secure Environment Variables for LLMs, MCPs, and AI Tools Using 1Password or Doppler

Stop hardcoding API keys in MCP configs and AI tool settings. Learn how to use 1Password CLI or Doppler to inject secrets just-in-time for Claude, Cur...

Claude Code Output Styles: Explanatory, Learning, and Custom Options

An implementation guide to Claude Code's /output-style, the built‑in Explanatory and Learning modes (with to-do prompts), and creating reusable custom...

How I Finally Got a DigitalOcean Spaces Bucket to Default Public (Spoiler: Ditch Per-Bucket Keys)

Still hitting 403 errors trying to make a DigitalOcean Spaces bucket public? Turn off Per-Bucket Access Keys, lean on simple ACLs, and skip the old su...

williamcallahan.com

Interactive personal site with beautiful terminal/code components & other dynamic content

SearchAI

AI-powered web search with a contextual chat assistant

ComposerAI

AI email client / mailbox for agentic search and tasks