Agents & Memory posts
GraphRAG Assisted Ideation with a YouTube Knowledge Graph
I've been building a system that helps creators generate better video ideas using a combination of Retrieval-Augmented Generation (RAG) with PostgreSQL's pg_vector and a Neo4j knowledge graph.
Building Intelligent Memory Systems for Multi-Agent AI Architectures
Exploring the design and implementation of sophisticated memory systems for agentic AI, including discrete memory records, semantic intent understanding, and graph-based relationship modeling.