Can AI automatically analyze public opinion? A LLM agents-based agentic pipeline for timely public opinion analysis

Understand

This study proposes and implements the first LLM agents based agentic pipeline for multi task public opinion analysis.

• Unlike traditional methods, it offers an end-to-end, fully automated analytical workflow without requiring domain specific training data, manual annotation, or local deployment.
• The pipeline integrates advanced LLM capabilities into a low-cost, user-friendly framework suitable for resource constrained environments.
• It enables timely, integrated public opinion analysis through a single natural language query, making it accessible to non-expert users.