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BettaFish
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BettaFish

Active·★ 41.8k·GPL-2.0·Updated 2026-05-24
★ Most Popular★ Trending

BettaFish, also known as 'Weiyu', is an innovative multi-agent public opinion analysis system designed to break information silos and restore the true picture of public sentiment. It enables users to analyze vast amounts of social media data and millions of public comments to predict trends and aid decision-making.

BettaFish is currently grouped under Vision / Multimodal, which makes it easier to evaluate through workflow fit instead of isolated features alone. Based on the available data, it leans most heavily toward AI-driven 24/7 all-domain social media monitoring and deep comment analysis. and Comprehensive public opinion monitoring and sentiment analysis across social media platforms.. The listed license is GPL-2.0, which is useful when adoption constraints matter. It also shows measurable community traction with 41.8k GitHub stars.

#Multi-Agent System#Public Opinion Analysis#AI#Data Analysis#Python#Coding
$ Install
$ docker compose up -d
↗ Visit site★ GitHub
01

Features

01AI-driven 24/7 all-domain social media monitoring and deep comment analysis.
02Hybrid analysis engine combining specialized agents, fine-tuned, and statistical models.
03Powerful multimodal capabilities, including short video analysis and structured data extraction from search engines.
04Agent "forum" collaboration mechanism for collective intelligence through moderated debates.
05Seamless integration of public and private domain data for comprehensive insights.
02

Why choose it

+AI-driven 24/7 all-domain social media monitoring and deep comment analysis.
+Comprehensive public opinion monitoring and sentiment analysis across social media platforms.
+Covers 5 supported environments or platforms, which is helpful for broader deployment needs.
+Ships with a public repository and a GPL-2.0 license, which makes adoption and review easier.
03

Trade-offs

!There are at least 8 related tools in the same category, so the best choice is easier to make after side-by-side comparison.
04

Compatibility

OpenAI API Compatible LLMs
Native
Verified via docs
PostgreSQL
Supported
Verified via docs
MySQL
Supported
Verified via docs
Docker
Native
Verified via docs
Python
Supported
Verified via docs
05

Quick start

1
$ docker compose up -d
06

Use cases

↳Comprehensive public opinion monitoring and sentiment analysis across social media platforms.
↳In-depth brand reputation analysis and management for organizations.
↳Data-driven decision support for various business scenarios, including market analysis.
07

How it compares

≈BettaFish sits in the Vision / Multimodal category, so it makes more sense to evaluate it alongside tools like ragflow instead of in isolation.
≈If your main need is closer to "Comprehensive public opinion monitoring and sentiment analysis across social media platforms.", that use case is a better lens for comparison than broad feature checklists alone.
≈BettaFish uses a GPL-2.0 license, and community traction are both easier to judge in category context.
08

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Related searches

BettaFish AlternativesBest Vision / Multimodal Tools 2026Open Source Vision / MultimodalBettaFish TutorialBettaFish Vs CompetitorsMulti-Agent SystemPublic Opinion AnalysisAI

Comments

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  • ?
    usr_seed_0755Apr 23, 2026

    The perspective diversity across agents produces more balanced analysis than single-model approaches

  • ?
    usr_seed_0683Apr 17, 2026

    Multi-agent opinion analysis that breaks information bubbles is a valuable civic tech tool

  • ?
    usr_seed_0586Apr 9, 2026

    Used for analyzing public discourse on contentious topics, the bubble-breaking effect is real

On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07How it compares08Alternatives
Stats
GitHub Stars★ 41.8k
Last commit1mo ago
StatusActive
LicenseGPL-2.0
CategoryVision / Multimodal
Trend (30d)
+1.6k↑ 4.7%
Links
Documentation↗Discussion↗Issues↗Releases↗

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