model-routing-patterns

Generates AI-powered content across various formats like blog posts, articles, scripts, and marketing copy with customizable parameters.

Implements retrieval-augmented generation (RAG) for enhanced AI query responses using advanced document indexing and semantic search techniques.

Demonstrates comprehensive testing strategies and design patterns for robust software quality assurance and test-driven development.

Enables seamless integration and interaction with Supabase database services for AI-powered development workflows and applications.

Enables seamless speech-to-text conversion by integrating advanced transcription services into AI workflows and applications.

Complete Resend email API integration for transactional emails, React Email templates, contacts, broadcasts, webhooks, and domain management

Generates a standardized FastAPI project structure with best practices, routing, configuration, and modular design for efficient Python web development.

AI memory management with Platform (hosted), Open Source (self-hosted with Supabase), and MCP (OpenMemory) support. Persistent conversation memory, user preferences, and graph relationships for AI applications.

Next.js App Router with AI SDK, Supabase, shadcn/ui. Single orchestration command plus utility commands for building modern AI-powered applications. Always uses latest dependency versions.

Validates and secures incoming webhook requests by implementing robust authentication and integrity checks.