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。
About BettaFish
BettaFish is an open-source project written primarily in Python, with 42k stars on GitHub. It was last updated in May 2026.
uv venv --python 3.11 # 创建3.11环境BettaFish vs. the alternatives
All research & data agents →| Agent | Stars | Pricing | ||
|---|---|---|---|---|
| BettaFish | 42k | Python | GPL-2.0 | Open source |
| firecrawl | 143k | TypeScript | AGPL-3.0 | Open source |
| Scrapling | 68k | Python | BSD-3-Clause | Open source |
| TrendRadar | 60k | Python | GPL-3.0 | Open source |
| khoj | 35k | Python | AGPL-3.0 | Open source |
| storm | 30k | Python | MIT | Open source |
