bettafish

"Weiyu" is an innovative multi-agent public opinion analysis system implemented from 0. It helps everyone break through the information cocoon room, restore the original appearance of public opinion, predict the future direction, and assist decision-making. Users only need to ask for analysis like chatting, and the agent begins to fully automatically analyze 30+ mainstream social media and millions of public comments at home and abroad. "Weiyu" sounds like "Weiyu". BettaFish is a small but very aggressive and beautiful fish. It symbolizes "small but powerful, not afraid of challenges" Not only is it reflected in the quality of reports, compared with similar products, we have six advantages:🚀 AI-driven global monitoring: AI crawler clusters operate 7x24 hours a day, comprehensively covering 10+ key domestic and foreign social media such as Weibo, Xiaohongshu, Douyin, and Quick Hand. Not only does it capture hot content in real time, but it can also drill down to a large number of user comments, allowing you to hear the most authentic and extensive public voices. A composite analysis engine that surpasses LLM: We not only rely on the five types of professional agents we designed, but also integrate middleware such as fine-tuning models and statistical models. Through the collaborative work of multiple models, the depth, accuracy and multi-dimensional perspective of the analysis results are ensured. Powerful multi-modal capabilities: Break through the limitations of graphics and text, deeply analyze Short Video such as Douyin and Fast Hands, and accurately extract structured multi-modal information cards such as weather, calendar, and stocks in modern search engines, allowing you to fully understand public opinion dynamics. Agent "forum" collaboration mechanism: Give different Agents a unique tool set and thinking model, introduce a debate host model, and conduct chain thinking collision and debate through the "forum" mechanism. This not only avoids the thinking limitations of a single model and the homogenization caused by communication, but also promotes higher-quality collective intelligence and decision support. Seamless integration of public and private domain data: The platform not only analyzes public opinion, but also provides a high-security interface that allows you to seamlessly integrate your internal business database with public opinion data. Open up data barriers and provide powerful analytical capabilities of "external trends + internal insights" for vertical businesses. Lightweight and highly scalable framework: Based on pure Python modular design, it achieves lightweight and one-click deployment. The code structure is clear, allowing developers to easily integrate custom models and business logic to achieve rapid expansion and deep customization of the platform. It starts with public opinion, not just public opinion. The goal of "Weizhen" is to become a concise and universal data analysis engine that drives all business scenarios.