BettaFish - Open Source Multi-Intelligence Public Opinion Analyzing System

What is a mikoshi?

BettaFish is an open source multi-intelligence system for public opinion analysis. It adopts multi-intelligent body architecture, and realizes the closed loop of retrieval, extraction and reporting through the collaborative work of Query, Media, Insight, Report and other Agents. The system supports AI-driven full-area monitoring and 7×24-hour uninterrupted operation, covering more than 10 key social media at home and abroad, such as Weibo, Xiaohongshu, and Jieyin. Its composite analysis engine integrates fine-tuning models, statistical models, and other middleware to work with LLM to ensure the depth, accuracy, and multi-dimensional perspective of the analysis results. Micro Opinion has a powerful multimodal capability that can deeply analyze short video content and accurately extract structured multimodal information cards. The system provides highly secure interfaces to support the seamless integration of internal business databases with public opinion data, breaking down data barriers. Based on pure Python modular design, Micro Opinion realizes lightweight, one-click deployment and clear code structure, allowing developers to easily integrate custom models and business logic.

Functional Features of Micro Opinion

• Public Opinion MonitoringIt monitors more than 10 domestic and international mainstream social media platforms, including Weibo, Xiaohongshu, Shake, etc., 24 hours a day, captures hot content in real time and analyzes massive user comments in depth, so as to comprehensively grasp the dynamics of public opinion.
• Multimodal depth analysis: It can process textual information, deeply analyze multimodal content such as short videos, accurately extract structured information, and provide a more comprehensive view of public opinion analysis.
• Composite Analysis EngineThe fusion of fine-tuning models, statistical models and LLMs work together to ensure depth, accuracy and multi-dimensional perspectives of the analysis results through the Agent "forum" collaborative mechanism of thought collision and debate.
• Public-private domain data fusion: Supports seamless integration of internal business databases with public opinion data to break down data barriers and provide users with more powerful analytical capabilities.
• Lightweight and highly scalable: Based on pure Python modular design , to achieve lightweight , one-click deployment , the code structure is clear , easy for developers to customize and expand .

Core Advantages of Micro Opinion

• AI-powered full-area surveillance: Real-time coverage of multiple mainstream social media platforms, in-depth user comments, and comprehensive presentation of real public opinion.
• Composite Analysis Engine: Multiple models work together to avoid single-model limitations and provide high-quality decision support.
• Powerful multimodal capabilities: Deeply analyze short video content, extract multimodal information, and fully grasp the dynamics of public opinion.
• Agent "Forum" collaborative mechanism: Different Agents engage in thought clashes and debates to catalyze collective intelligence and improve the quality of analysis.
• Seamless integration of public and private domain data: Supports the integration of internal business databases with public opinion data to provide powerful analytical capabilities.

What is the official website of Micro Opinion

• GitHub repository:: https://github.com/666ghj/BettaFish

Applicable People of Mikoshi

• Brand Operator: For monitoring brand reputation, analyzing user feedback, and optimizing brand strategy.
• Market researchers: Help to understand market dynamics, analyze competitor's opinion, and formulate market strategies.
• Public Relations Team: Real-time grasp of public opinion dynamics, rapid response to crisis events, and maintenance of brand image.
• Academic researchers: Supporting large-scale social media data for social science and public policy research.
• policy maker: To analyze public opinion and provide data for policy formulation and adjustment.
• Technology Developer: Develop customized opinion analysis tools or integrate them into existing systems based on their open source frameworks.