666ghj--mirofishlisted

MiroFish: prediction engine dùng multi-agent swarm — build digital simulation từ seed data, run thousands of agents interact và evolve, dự đoán future trajectories. ## Use Cases - Policy simulation trước khi triển khai thực tế - Public opinion simulation - Financial/political prediction - Literary/narrative analysis (e.g., alternate storyline endings) - Scenario testing cho hypothetical decisions ## 5-Stage Pipeline ``` Stage 1 — Graph Building Ingest seed data (reports, news, stories) Build GraphRAG structures + memory injection Stage 2 — Environment Setup Extract entity relationships Generate agent personas Configure interaction rules Stage 3 — Simulation Run parallel dual-platform simulations Dynamic temporal memory updates Thousands of agents interact + evolve Stage 4 — Report Generation ReportAgent với specialized toolsets Post-simulation analysis + insights Stage 5 — Deep Interaction Chat với simulated agents Chat với ReportAgent về findings ``` ## Stack ``` Frontend: Node.js 18+ (localhost:3000) Backend: Python 3.11-3.12 (localhost:5001) LLM: Alibaba Qwen (recommended) hoặc bất kỳ OpenAI-compatible Memory: Zep Cloud Deploy: source code hoặc Docker ``` ## Quick Start ```bash git clone https://github.com/666ghj/MiroFish cd MiroFish # Setup .env với LLM API key docker-compose up # Frontend: localhost:3000 # Upload seed data → describe prediction → get report ``` ## Khi nào dùng - Cần test policy/strategy trước khi commit - M