The codebase for the book "AI-Powered Search" (Manning Publications, 2025) and associated "AI-Powered Search: Modern Retrieval for Humans & Agents" Maven course

Alfred: An open-source Data Assistant for domain adoption, powered by agent skills, semantic knowledge graphs and relational data.

Easy integration of heterogeneous iterable data within Semantic Knowledge Graphs databases.

A semantic engineering framework for building verifiable and traceable software.

Structural memory for AI agents. Build semantic knowledge graphs from your codebase for surgical code modifications.

Semantic relationships and query expansion using Solr's Semantic Knowledge Graph (SKG) and raw corpus statistics.

My reading notes following " AI-Powered Search" by Doug Turnbull, Max Irwin, and Trey Grainger

PoC that disambiguates search results ("Java" the language vs. the coffee) by bridging dense vector search and sparse BM25 through a Semantic Knowledge Graph - no synonym lists required.