Generative AI
LLM-powered applications, RAG pipelines, AI chatbots, and intelligent automation tools built with any language model API or open-source model.
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Hard-Coded Prompts Will Betray You: Building a Composable, Context-Aware Prompt Pipeline
A step-by-step walkthrough of how to design and implement a composable prompt system for an on-device LLM-powered React Native app, using the Strategy pattern to separate prompt construction from UI logic and ensure testability and maintainability as requirements grow.
Implementing Polymorphic Tagging with AI-Powered Content Classification
Learn how to build a scalable polymorphic tagging system using Laravel's Eloquent ORM, integrated with Google Gemini AI for automatic content classification. This tutorial covers database design, AI integration, asynchronous processing, and fuzzy matching techniques.
Building an AI-Powered Chat Widget with Markdown Support and Session Management
Learn how to create a production-grade AI chat widget in React/TypeScript that integrates with webhook-based AI services, supports Markdown rendering, manages session state, and handles complex UX patterns.