B

BettaFish

微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

open-sourceagent-frameworks
42.3k
Stars
+3527
Stars/month
33
Commits (90d)
0
Releases (6m)

Star Growth

+10.6k (33.3%)estimated from velocity
31.1k37.1k43.2kJul 2Sep 30

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

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