token-reduction
🧠Adaptive Neural Knowledge System - 40-70x token reduction for AI code understanding
Compress any code repo into a compact skeleton to reduce LLM token usage. 90%+ reduction with full structural retention.
AI-powered text compression library for RAG systems and API calls. Reduce token usage by up to 50-60% while preserving semantic meaning with advanced compression strategies.
Linguistic confidence gate for AI responses. Catches hedging words (maybe, I think). Not fact verification. Zero dependencies.
