tt-a1i/MiroFish-local

Implements multi-agent swarm intelligence simulation using Graphiti + Neo4j for local knowledge graph construction and memory management, replacing cloud dependencies with on-premises GraphRAG pipelines. The OASIS engine drives parallel agent interactions to simulate collective behavior across scenarios like public opinion prediction, market sentiment analysis, and policy impact assessment. Supports seamless backend switching between Zep Cloud and local modes via environment variables, with Docker Compose orchestration for Neo4j deployment and compatible OpenAI SDK integration for any LLM provider.