Where Memories Come From: ENGRAM Learns to Track Provenance and Group by Project

ENGRAM could already remember an enormous amount — articles, code sessions, conversations from half a dozen assistants. What it could … More

Completing the Mind: ENGRAM Now Remembers Conversations from Claude Desktop, ChatGPT, and Gemini

ENGRAM already remembered my articles and my code sessions. The last missing piece was the work I do with assistants … More

AI Agent with RAG-Assisted Declarative Query Generation for Data in Oracle Analytic Views

This blog is about a project I built to confirm an idea: LLM reasoning can generate declarative query specifications in … More

A Framework for Testing Agentic Design Patterns Using LangChain & LangGraph

This blog describes a Python application built using LangChain and LangGraph frameworks for testing agentic workflow design patterns such as … More

Building a GraphRAG System – Core Infrastructure & Document Ingestion

Part 1: A deep dive into multi-database architecture, AI-powered entity extraction, and intelligent document processing Introduction Traditional RAG systems rely … More