B
42.3k
Stars
+3527
Stars/month
33
Commits (90d)
0
Releases (6m)
Star Growth
+10.6k (33.3%)estimated from velocity
Overview
BettaFish (微舆) is a multi-agent system for automated public opinion analysis across 30+ social media platforms. It features specialized agents with distinct toolkits and a 'forum' debate mechanism for collaborative analysis. The system is built from scratch in Python without relying on existing agent frameworks.
Deep Analysis
Key Differentiator
Implements a unique 'forum' debate mechanism where specialized agents with different toolsets collaborate through structured discussion.
⚡ Capabilities
- • Multi-agent collaboration with debate mechanism
- • AI-powered web crawling across 30+ social platforms
- • Multi-modal analysis of text, images, and video content
- • Public and private data integration
- • Predictive trend analysis
🔗 Integrations
Docker deploymentCustom model integrationInternal business database APIsSocial media platforms (Weibo, Xiaohongshu, Douyin, Kuaishou)
✓ Best For
- ✓ Building custom public opinion analysis systems
- ✓ Researchers analyzing social media trends
- ✓ Developers creating multi-agent analysis workflows
✗ Not Ideal For
- ✗ End-user chatbots or content generation
- ✗ Simple single-agent applications
- ✗ Non-technical users without development skills
⚠ Known Limitations
- ⚠ Requires Python development knowledge
- ⚠ Needs API keys for LLM services
- ⚠ Complex deployment for non-technical users
Alternatives
T
TrendRadar
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能
A
AI Berkshire
AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Co
F
FinRobot
FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀
股
股票智能分析系统
LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashbo
Compare BettaFish
Maintain BettaFish?
Show your live rank in your README, or put BettaFish in front of every visitor to AgentoolRank.