KaifAhmad1

Semantica: From RAG to Compiled Knowledge Systems

Inspired by Andrej Karpathy’s “LLM Wiki” idea.

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What We’re Building

We’re building Semantica — a semantic layer that transforms unstructured data into persistent, structured knowledge graphs with reasoning and provenance.

KaifAhmad1

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

KaifAhmad1

Visualisation articles and resources

Books

• Data Visualisation: A Handbook for Data Driven Design — Andy Kirk
• The Functional Art — Albert Cairo
• The Visual Display of Quantitative Information - Edward Tufte
• Visualize This: The FlowingData Guide to Design, Visualization, and Statistics — Nathan Yau

Websites