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  • OASIS Multi-Agent Simulation | 666ghj MiroFish | DeepWiki
    This document describes the OASIS multi-agent simulation system, which is the core execution engine of MiroFish OASIS (from the camel-ai library) provides a framework for simulating realistic social media interactions across dual platforms (Twitter and Reddit) with LLM-powered autonomous agents
  • MiroFish Setup Guide for Multi‑Agent Market Simulation
    Step‑by‑step MiroFish setup guide: tools, prompts, GraphRAG, Zep, and routing to run 44‑agent AI market simulations for your next product launch
  • MiroFish: The Open Source Swarm Intelligence Engine That Simulates the . . .
    That is what MiroFish is Built by a small team backed by Shanda Group, one of China's oldest internet companies, MiroFish is an open source, self-hosted Swarm Intelligence Engine that combines multi agent AI simulation, knowledge graph construction using GraphRAG, and long-term agent memory
  • MiroFish: Multi-Agent Swarm Intelligence for Predictive Simulation
    This article provides a comprehensive technical examination of MiroFish’s architecture, focusing on overall system design, knowledge graph construction via GraphRAG, and memory
  • MiroFish: The AI Swarm Engine That Simulates the Future With Thousands . . .
    The fact that a 20-year-old student built such a system in ten days illustrates how accessible the necessary components (LLMs, knowledge graphs, persistent agent memory, large-scale simulation engines) have become
  • GitHub - aman-patel-27 mirofish: AI-powered multi-agent prediction . . .
    Features Document Upload Analysis — Upload reports, articles, or narratives as seed material Knowledge Graph Construction — Automatic entity and relationship extraction using GraphRAG Multi-Agent Simulation — Thousands of autonomous AI agents with individual personalities and memory Prediction Reports — AI-generated analysis reports with key findings and forecasts Interactive Chat
  • MiroFish: The Multi-Agent AI Engine That Simulates the Future
    MiroFish is an open-source multi-agent AI prediction engine that builds digital worlds with thousands of autonomous agents to simulate and forecast real-world scenarios—from policy impact to public opinion
  • Architecture - GraphRAG
    Several subsystems within GraphRAG use a factory pattern to register and retrieve provider implementations This allows deep customization to support your own implementations of models, storage, and so on that we haven't built into the core library
  • Mirofish - Predict Anything
    Within this space, thousands of intelligent agents with independent personalities, long-term memory and behavioral logic freely interact and socially evolve You can dynamically inject variables through a god's-eye view to precisely project future trajectories
  • MiroFish Deployment Practical Guide: Building a Public Opinion . . .
    Today, we will start from scratch to deploy MiroFish and build a simple public opinion simulation system Before we get hands-on, let's understand a few key concepts





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