Building a Production RAG System with pgvector and Laravel
Ship a real RAG pipeline in Laravel using PostgreSQL pgvector. Smart chunking, batched embeddings, HNSW indexes, reranking, and citation-backed answers.
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Full-Stack Software Engineer & Tech Blogger 👨💻
I build and write about software end to end websites, mobile apps, desktop tools, and AI-assisted features with long-form notes on how it all fits together.
"Your consistency is your quiet superpower. 🦸♂️🔁"
- Unknown
Topics 📚
Latest 🚀
Ship a real RAG pipeline in Laravel using PostgreSQL pgvector. Smart chunking, batched embeddings, HNSW indexes, reranking, and citation-backed answers.
Build a self-hosted AI code reviewer in Laravel: GitHub webhooks, signature verification, structured Claude output, and inline review comments on real PRs.
Stream Claude responses token-by-token in Laravel using SSE and Reverb WebSockets. Includes generator-based services, queued broadcasts, and proxy gotchas.
Build a real Claude-powered AI agent in Laravel: tool calling, MCP integration, refund safety rails, and a step-bounded agent loop you can ship.
Create a practical AI SEO generator for a Laravel blog. Generate meta titles, descriptions, keywords, FAQ schema, slugs, and internal link ideas with Ollama or OpenAI.
A complete look at Vue 3.5 Vapor Mode, what it actually changes, how to enable it per file or project-wide, what works, what doesn't, and real benchmark numbers.
Journal ✍️
Live to the full in a distressed world. Find meaning in the small things, reflect on gratitude, work stress, faith, and everyday life and its beauty.
Sometimes I find myself asking a quiet, lingering question: how much can a soul truly bear? It is not always the loud, visible hardships that weigh the most.
Others may present a mask of goodness to others when in the streets yet display a completely different persona when at home. This article will discuss the psychology of two-faced behaviour.
Book Reviews 📚
Old-fashioned personal finance wrapped in ancient Babylonian parables. Dated in tone, evergreen in substance. Still the simplest money book I would hand to a teenager.
Brian Tracy's short book on prioritisation and beating procrastination. Some of it has not aged well, but the ABCDE method and the core metaphor still earn a place on the productivity shelf.
Morgan Housel's essay collection on how behaviour, not math, decides your financial life. The best book on money I have read in years, and the one I wish I had found first.
Newsletter
Short emails when new tutorials, book notes, and workbench experiments are published.
Collaborate 🤝
Open to collaborations, freelance work, and interesting problems : say hello and we’ll take it from here.