Expired60% confidenceFactExact time

The system's scheduled automatic collection runs every 20 to 30 minutes by default, and the interval can be customized.

2

Sources

60%

Confidence

Medium-term (~90 days)

Relevance

7/7/2026

First Seen

Valid until: 10/5/2026(expired)

Sources

Building an AI Public Opinion Monitoring Platform with 7 Agents: A Full-Stack LangGraph Deep Dive

bilibili程序员花菜7/6/2026

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