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AI Agents

A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎,预测万物

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MiroFish is a multi-agent simulation engine that turns seed material (news, policy drafts, financial signals) into a digital world of thousands of memory-equipped agents, then simulates futures and returns prediction reports. Built on OASIS/CAMEL with GraphRAG and Zep memory; supports OpenAI-compatible LLMs.

Use Cases

Simulate public opinion spread around breaking newsRehearse policy or PR decisions in a zero-risk digital sandboxFinancial and market signal forecastingPredict novel or story endings from seed textBuild a knowledge graph and personas from uploaded documentsRun thousands of interacting agents with long-term memoryInject variables from a god's-eye view to explore outcomesChat with individual simulated agents after a runGenerate detailed prediction reports with a ReportAgentSocial evolution and collective emergence research

Built With

Language
Python
Frameworks
OASIS · CAMEL-AI · Zep Cloud · OpenAI SDK · Vite · Docker · uv

Tags

multi-agent-simulation · swarm-intelligence · agent-memory · knowledge-graph · graphrag · prediction · social-simulation · digital-twin · llm · python · zep · public-opinion-analysis · financial-forecasting · persona-generation · simulation-engine · openai-compatible