Model Context Protocol in Laravel: Building MCP Servers with the AI SDK
Standardize your AI integrations by building MCP servers in Laravel 13. Learn to map tools to resources and implement SSE transports for high-scale Kafka and vector data pipelines.
Architecting for the Bill: Building an LLM Rate Limiter and Cost Tracker in Laravel
Learn how to build a robust LLM cost management system in Laravel 13 using middleware to track tokens, manage multi-tenant budgets, and prevent runaway costs.
Two-Stage Retrieval: Cross-Encoder Reranking with Laravel 13 AI SDK
An deep-dive architectural tutorial demonstrating how to combine first-stage vector recall via pgvector with second-phase precision sorting using the Laravel 13 AI SDK Reranking engine. It walks through the mechanics of Bi-Encoders vs. Cross-Encoders and provides a clean implementation roadmap using native collection macros.
Location-Aware RAG: Combining Uber’s H3 Grids with Laravel 13 Vector Search
An extensive system architecture tutorial analyzing how to construct location-aware Retrieval-Augmented Generation engines within the Laravel 13 ecosystem. We detail how to implement Uber's H3 Hexagonal indexing parameters inside PostgreSQL tables to narrow down local regional records before performing dense pgvector semantic similarity updates.
Beyond Wrappers: Building Autonomous Agents with Laravel 13 AI SDK
An extensive end-to-end guide exploring the newly stabilized Laravel 13 AI SDK. We walk through setting up dedicated Artisan Agent classes, enabling native database conversation persistence, utilizing function tool-calling routines, and safeguarding production infrastructure via multi-model failover arrays.
Asynchronous Embedding Ingestion: Scaling pgvector in Laravel 13 with Queue Batches
An infrastructure guide focused on building a high-throughput, decoupled data ingestion pipeline using Laravel 13. We show how to safely handle high-volume text chunking, eliminate application process bottlenecks via asynchronous Bus Batches, and perform optimized updates directly within PostgreSQL
Building a Real-Time Search Dashboard with Laravel 13 & Reverb
A hands-on, end-to-end tutorial detailing how to configure a real-time operational dashboard using Laravel 13 and Laravel Reverb. We bypass legacy database polling architectures by leveraging event-driven WebSockets and show how to monitor background application metrics live with Livewire v4 and the new Reverb database backend driver.
Building a Semantic Newsletter Engine with Laravel 13 AI SDK
A comprehensive guide to building an AI-powered newsletter engine. We demonstrate how to leverage Laravel 13's native vector search and the first-party AI SDK to create a curation tool that understands user intent and delivers deeply relevant technical content.
The 'Edit' Button for AI: Implementing Multi-Step Approval Workflows in Laravel 13 RAG
Autonomous AI is great until it hallucinates a refund policy. Learn how to use the Laravel 13 AI SDK and Livewire v4 to build a "Human-in-the-Loop" search engine. We'll show you how to intercept RAG responses, provide a human review UI, and ensure your AI-generated content is 100% brand-safe before it ever hits the user.