Retrieval augmented generation has transformed how AI systems access and use information. Yet many organizations struggle to achieve good…Continue reading on Medium »
Image designed using LLMThe model passed every accuracy benchmark we had.Precision was 87%. Recall was 84%. The confusion matrix looked balanced. We shipped it to production for a loan eligibility system at a regional lender. Three weeks later, the com…
Building a Fully Local, Open Source Text2SQL Agent with Long Term Memory — No API Keys, No Cloud.A production grade text-to-SQL system with persistent memory that runs entirely on your own hardware using Ollama, PostgreSQL with pgvector and sentence-tr…
Intentional errors can be useful.
A data-driven look at the $119.7 billion database market: who’s winning, what’s dying, and the mistakes still costing companies millions.
A user typed — show me something like that blue jacket I ordered last summer — and your database had absolutely no idea what to do with…Continue reading on Medium »
vector DB & Graph DBContinue reading on Medium »
Dr. Sanad AburassContinue reading on Medium »
Notion’dan iki güncelleme geldi. Biri veritabanı verilerini görselleştirmeye yarıyor, diğeri Custom Agent’ları daha esnek ve ekonomik hale…Continue reading on Medium »
Modern applications don’t just store data — they understand it, search it semantically, and process it in real time. As a result…Continue reading on Towards AI »