Category
AI
2 posts · All posts
13 SEPTEMBER 2026
The AI That Isn’t Allowed to Remember
Building a Qur’an and Hadith research tool meant treating the general purpose LLM’s own memory as a liability, not a feature. And two production failures that taught me…
15 APRIL 2026
Building an Intelligent Document Indexing & Search System with OpenSearch Vector DB, and Ollama AI
Organisations today generate enormous volumes of documents — contracts, statements, reports, compliance evidence, engineering drawings, emails, and more. Traditional keyword search struggles to extract meaning from this …