AI Knowledge Explosion: Building Smarter Systems with Local Knowledge

This article showcases an innovative approach to building AI systems, creating an "AI organization" that learns and adapts over time. By leveraging a local knowledge base and multiple AI agents, this system promises to become increasingly intelligent with each interaction, offering exciting possibilities for continuous analysis and improved research capabilities.

• •An "AI organization" is constructed using Slack, web services, Claude Code, and Elasticsearch.
• •The system uses a local knowledge base, making it smarter with each use and retaining its insights.
• •The architecture leverages multiple AI agents that collaborate, including task decomposition and integration.