SakuraAI

An Earl McGowen Company

Blog

Insights, tutorials, and thoughts on AI, SQL, and data engineering

What Happens When AI Trains on AI?

What Happens When AI Trains on AI?

Feedback loops, model collapse, and why synthetic data can't replace reality.

LoRA Fine-Tuning: Building Domain-Specific Chatbots on Consumer Hardware

LoRA Fine-Tuning: Building Domain-Specific Chatbots on Consumer Hardware

A practical deep dive into LoRA fine-tuning, embeddings, and continuous learning—demonstrated through a domain-specific research chatbot trained on scientific literature.

Welcome to My Blog

Welcome to My Blog

An introduction to what you can expect from this blog - AI insights, SQL tips, and lessons from 15+ years in database programming.

Building SQL Chatbots with LangChain

Building SQL Chatbots with LangChain

A comprehensive guide to creating natural language interfaces for databases using LangChain's SQL agents and OpenAI.