Predict Anything with Swarm Intelligence
MiroFish is a next-generation AI prediction engine. By extracting seed information from the real world — breaking news, policy drafts, financial signals — it constructs a high-fidelity parallel digital world where thousands of autonomous agents evolve and interact.
Upload seed materials, describe your prediction in natural language, and receive a detailed forecast report together with a deeply interactive simulated world.
For Decision Makers
A zero-risk rehearsal laboratory — test policies, public relations strategies, and financial scenarios before committing to real-world actions. Simulate thousands of possible futures in minutes.
For Creative Exploration
A creative sandbox for individual users — deduce novel endings, explore hypothetical scenarios, or model complex social dynamics. From serious forecasting to playful simulation.
Core Capabilities
Parallel World Simulation
Construct high-fidelity digital worlds populated by thousands of autonomous agents with distinct personalities and memory systems.
GraphRAG Knowledge Graph
Seed extraction and individual/collective memory injection with GraphRAG construction for deep context understanding.
Multi-Agent Evolution
Thousands of AI agents with independent personalities and long-term memory freely interact and undergo social evolution.
Dynamic Variable Injection
Inject variables dynamically from a god's-eye view to precisely deduce future trajectories in real time.
Prediction Reports
ReportAgent generates detailed prediction reports with a rich toolset for deep interaction with the post-simulation environment.
Deep Interaction
Chat with any agent in the simulated world or interact with ReportAgent for follow-up analysis and exploration.
How It Works
Setup Required
MiroFish requires API keys to operate. Configure /home/tien/mirofish/.env with:
- LLM_API_KEY — Any OpenAI-compatible API (Alibaba Qwen-plus recommended)
- LLM_BASE_URL — API endpoint URL
- LLM_MODEL_NAME — Model name (e.g. qwen-plus)
- ZEP_API_KEY — Zep Cloud API key for agent memory (free tier available at app.getzep.com)