Phase 1+2: Rename CrowdSight + fix Thai vocabulary
Phase 1: Rename MiroFish → CrowdSight across all files - 39 files, 114+ occurrences replaced - Frontend, backend, locales, config, README, docker-compose Phase 2: Fix difficult Thai vocabulary - เมล็ดพันธุ์แห่งความจริง → ข้อมูลตั้งต้น - สกัดเอนทิตี → ดึงตัวละคร - ฉีดความจำ → เพิ่มความจำ - ออนโทโลยี → โครงสร้างข้อมูล - เอนทิตี → ตัวละคร - พลวัตกลุ่ม → พฤติกรรมกลุ่ม - โลกคู่ขนาน → โลกจำลอง Only string changes, no logic changes.
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README.md
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README.md
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<div align="center">
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<img src="./static/image/MiroFish_logo_compressed.jpeg" alt="MiroFish Logo" width="75%"/>
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<img src="./static/image/CrowdSight_logo_compressed.jpeg" alt="CrowdSight Logo" width="75%"/>
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<a href="https://trendshift.io/repositories/16144" target="_blank"><img src="https://trendshift.io/api/badge/repositories/16144" alt="666ghj%2FMiroFish | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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<a href="https://trendshift.io/repositories/16144" target="_blank"><img src="https://trendshift.io/api/badge/repositories/16144" alt="666ghj%2FCrowdSight | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
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简洁通用的群体智能引擎,预测万物
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</br>
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<em>A Simple and Universal Swarm Intelligence Engine, Predicting Anything</em>
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<a href="https://www.shanda.com/" target="_blank"><img src="./static/image/shanda_logo.png" alt="666ghj%2FMiroFish | Shanda" height="40"/></a>
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<a href="https://www.shanda.com/" target="_blank"><img src="./static/image/shanda_logo.png" alt="666ghj%2FCrowdSight | Shanda" height="40"/></a>
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[](https://github.com/666ghj/MiroFish/stargazers)
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[](https://github.com/666ghj/MiroFish/watchers)
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[](https://github.com/666ghj/MiroFish/network)
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[](https://github.com/666ghj/CrowdSight/stargazers)
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[](https://github.com/666ghj/CrowdSight/watchers)
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[](https://github.com/666ghj/CrowdSight/network)
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[](https://hub.docker.com/)
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[](https://deepwiki.com/666ghj/MiroFish)
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[](https://deepwiki.com/666ghj/CrowdSight)
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[](http://discord.gg/ePf5aPaHnA)
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[](https://x.com/mirofish_ai)
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[](https://www.instagram.com/mirofish_ai/)
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[](https://x.com/crowdsight_ai)
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[](https://www.instagram.com/crowdsight_ai/)
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[English](./README.md) | [中文文档](./README-ZH.md)
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## ⚡ Overview
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**MiroFish** is a next-generation AI prediction engine powered by multi-agent technology. By extracting seed information from the real world (such as breaking news, policy drafts, or financial signals), it automatically constructs a high-fidelity parallel digital world. Within this space, thousands of intelligent agents with independent personalities, long-term memory, and behavioral logic freely interact and undergo social evolution. You can inject variables dynamically from a "God's-eye view" to precisely deduce future trajectories — **rehearse the future in a digital sandbox, and win decisions after countless simulations**.
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**CrowdSight** is a next-generation AI prediction engine powered by multi-agent technology. By extracting seed information from the real world (such as breaking news, policy drafts, or financial signals), it automatically constructs a high-fidelity parallel digital world. Within this space, thousands of intelligent agents with independent personalities, long-term memory, and behavioral logic freely interact and undergo social evolution. You can inject variables dynamically from a "God's-eye view" to precisely deduce future trajectories — **rehearse the future in a digital sandbox, and win decisions after countless simulations**.
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> You only need to: Upload seed materials (data analysis reports or interesting novel stories) and describe your prediction requirements in natural language</br>
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> MiroFish will return: A detailed prediction report and a deeply interactive high-fidelity digital world
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> CrowdSight will return: A detailed prediction report and a deeply interactive high-fidelity digital world
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### Our Vision
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MiroFish is dedicated to creating a swarm intelligence mirror that maps reality. By capturing the collective emergence triggered by individual interactions, we break through the limitations of traditional prediction:
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CrowdSight is dedicated to creating a swarm intelligence mirror that maps reality. By capturing the collective emergence triggered by individual interactions, we break through the limitations of traditional prediction:
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- **At the Macro Level**: We are a rehearsal laboratory for decision-makers, allowing policies and public relations to be tested at zero risk
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- **At the Micro Level**: We are a creative sandbox for individual users — whether deducing novel endings or exploring imaginative scenarios, everything can be fun, playful, and accessible
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## 🌐 Live Demo
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Welcome to visit our online demo environment and experience a prediction simulation on trending public opinion events we've prepared for you: [mirofish-live-demo](https://666ghj.github.io/mirofish-demo/)
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Welcome to visit our online demo environment and experience a prediction simulation on trending public opinion events we've prepared for you: [crowdsight-live-demo](https://666ghj.github.io/crowdsight-demo/)
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## 📸 Screenshots
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## 🎬 Demo Videos
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### 1. Wuhan University Public Opinion Simulation + MiroFish Project Introduction
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### 1. Wuhan University Public Opinion Simulation + CrowdSight Project Introduction
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<div align="center">
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<a href="https://www.bilibili.com/video/BV1VYBsBHEMY/" target="_blank"><img src="./static/image/武大模拟演示封面.png" alt="MiroFish Demo Video" width="75%"/></a>
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<a href="https://www.bilibili.com/video/BV1VYBsBHEMY/" target="_blank"><img src="./static/image/武大模拟演示封面.png" alt="CrowdSight Demo Video" width="75%"/></a>
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Click the image to watch the complete demo video for prediction using BettaFish-generated "Wuhan University Public Opinion Report"
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</div>
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### 2. Dream of the Red Chamber Lost Ending Simulation
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<div align="center">
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<a href="https://www.bilibili.com/video/BV1cPk3BBExq" target="_blank"><img src="./static/image/红楼梦模拟推演封面.jpg" alt="MiroFish Demo Video" width="75%"/></a>
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<a href="https://www.bilibili.com/video/BV1cPk3BBExq" target="_blank"><img src="./static/image/红楼梦模拟推演封面.jpg" alt="CrowdSight Demo Video" width="75%"/></a>
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Click the image to watch MiroFish's deep prediction of the lost ending based on hundreds of thousands of words from the first 80 chapters of "Dream of the Red Chamber"
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Click the image to watch CrowdSight's deep prediction of the lost ending based on hundreds of thousands of words from the first 80 chapters of "Dream of the Red Chamber"
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</div>
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> **Financial Prediction**, **Political News Prediction** and more examples coming soon...
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The MiroFish team is recruiting full-time/internship positions. If you're interested in multi-agent simulation and LLM applications, feel free to send your resume to: **mirofish@shanda.com**
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The CrowdSight team is recruiting full-time/internship positions. If you're interested in multi-agent simulation and LLM applications, feel free to send your resume to: **crowdsight@shanda.com**
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## 📄 Acknowledgments
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**MiroFish has received strategic support and incubation from Shanda Group!**
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**CrowdSight has received strategic support and incubation from Shanda Group!**
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MiroFish's simulation engine is powered by **[OASIS (Open Agent Social Interaction Simulations)](https://github.com/camel-ai/oasis)**, We sincerely thank the CAMEL-AI team for their open-source contributions!
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CrowdSight's simulation engine is powered by **[OASIS (Open Agent Social Interaction Simulations)](https://github.com/camel-ai/oasis)**, We sincerely thank the CAMEL-AI team for their open-source contributions!
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## 📈 Project Statistics
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<a href="https://www.star-history.com/#666ghj/MiroFish&type=date&legend=top-left">
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<a href="https://www.star-history.com/#666ghj/CrowdSight&type=date&legend=top-left">
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<picture>
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<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=666ghj/MiroFish&type=date&theme=dark&legend=top-left" />
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<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=666ghj/MiroFish&type=date&legend=top-left" />
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<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=666ghj/MiroFish&type=date&legend=top-left" />
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<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=666ghj/CrowdSight&type=date&theme=dark&legend=top-left" />
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<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=666ghj/CrowdSight&type=date&legend=top-left" />
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<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=666ghj/CrowdSight&type=date&legend=top-left" />
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</picture>
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</a>
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