iblameandrew/local-deepthink

Implements a multi-agent collaborative system where specialized AI "neurons" iteratively refine solutions through qualitative backpropagation and mirror descent optimization, automatically evolving agent personalities based on task difficulty. Built on LangGraph with three operational modes—Algorithm Design for custom architectures, Brainstorming for dynamic expert panels, and Knowledge Distillation for exhaustive QA mining—it trades latency for reasoning quality on modest hardware by leveraging local models with configurable token budgets and real-time topology visualization.

137 stars.