bot series

Experimental

Multiple AI chatbot and research assistant iterations exploring GraphRAG, MCP integration, and conversational interfaces.

PythonNext.js

Problem

Early iterations of chatbot and research assistant systems.

Experimental exploration of conversational interfaces.

CreatedNovember 2025

Seven-layer cognitive memory architecture for autonomous agents: raw documents → synthesized abstractions → cross-document insights.

Sophisticated Research Assistant powered by GraphRAG technology for analyzing documents and research data.