sovereign-knowledge-engine
ActiveLocal-first, sovereign knowledge system that ingests markdown documents, constructs a multi-layer knowledge graph, generates vector embeddings, performs agentic reasoning, and continuously expands its understanding through human interaction.
Python
Problem
Knowledge systems are static. Sovereign systems that continuously learn from interaction provide compounding understanding.
Why It Matters
Demonstrates that knowledge systems can be sovereign, local-first, and continuously learning.
Core Ideas
- Markdown document ingestion
- Multi-layer knowledge graph construction
- Vector embedding generation
- Agentic reasoning
- Continuous learning through human interaction