Second agent exploring: - Relational tables & structured information as the substrate for AI Agents - High level tool extension & composition using ideas from Aspect Oriented Programming - Shared high level transcript representation taking ideas from Hypermedia, HTTP & Email formats - Lowered to a common transcript format for the LLM and UI components by the agent - Automatically lowered to the current LLM dialect by the framework - Exposing structured data from DataFusion Table Providers, WikiData using SPARQL and generic display tools (Maps, Charts, Tables, Markdown, Mermaid Diagrams) - Datasources available as relational tables using SQL through a plugin system on top of DataFusion and WebAssembly Components - Plugins translate the external information to relational tables at runtime using a common table provider interface