666ghj/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。
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
Ranks #287 of 2,502 repositories GStars tracks this week (top 11%).
No releases in the last 90 days; the most recent was 278 days ago, with 42 contributors on GitHub.
The biggest single-day gain in the last year, +4,869 stars on Nov 4, coincided with release v1.1.0.
Use Cases & Benefits
- Implements a multi-agent AI system for comprehensive public opinion analysis across social media and user comments.
- Combines multiple specialized agents and models for deep, multi-dimensional sentiment and trend analysis beyond standard LLM capabilities.
- Use for monitoring and analyzing real-time public sentiment on social media platforms like Weibo and TikTok.
- Use for integrating private business data with public opinion to enhance decision-making in vertical industries.
- Use for generating detailed, customizable analytical reports through an interactive multi-agent collaboration framework.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
GPL 2.0
Copyleft: distributing software that includes it generally requires releasing your source under the same license.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
- GPL-style copyleft: including it in distributed software generally requires releasing your source under the same license.
General guidance from repository metadata, not legal advice. How we score
From the README
“微舆” 是一个从0实现的创新型 多智能体 舆情分析系统，帮助大家破除信息茧房，还原舆情原貌，预测未来走向，辅助决策。用户只需像聊天一样提出分析需求，智能体开始全自动分析 国内外30+主流社媒 与 数百万条大众评论。
“微舆”谐音“微鱼”，BettaFish是一种体型很小但非常好斗、漂亮的鱼，它象征着“小而强大，不畏挑战”
查看系统以“武汉大学舆情”为例，生成的研究报告：武汉大学品牌声誉深度分析报告
始于舆情，而不止于舆情。“微舆”的目标，是成为驱动一切业务场景的简洁通用的数据分析引擎。
举个例子. 你只需简单修改Agent工具集的api参数与prompt，就可以把他变成一个金融领域的市场分析系统
附一个比较活跃的L站项目讨论帖：https://linux.do/t/topic/1009280
告别传统的数据看板，在“微舆”，一切由一个简单的问题开始，您只需像对话一样，提出您的分析需求
Insight Agent 私有数据库挖掘：私有舆情数据库深度分析AI代理
Media Agent 多模态内容分析：具备强大多模态能力的AI代理
Query Agent 精准信息搜索：具备国内外网页搜索能力的AI代理
Report Agent 智能报告生成：内置模板的多轮报告生成AI代理
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
7.6K+5
Open issues
7-30
Compared with peers in NLP
Fastest-growing repositories GStars tracks in this cohort for the week of Sep 27, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| rohitg00/ai-engineering-from-scratch | 68.7K | +5.6K | 75 | 3 days ago |
| huggingface/tokenizers | 11.1K | +9 | 75 | 7 days ago |
| 666ghj/BettaFish | 42.3K | +0 | 75 | 278 days ago |
| stanford-oval/storm | 31.6K | +0 | 24 | 618 days ago |
| d2l-ai/d2l-en | 29.7K | +0 | 75 | — |
| camel-ai/camel | 17.8K | +0 | 75 | 35 days ago |
| Category median | 29.7K | +0 | 75 | — |
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