This contains everything you need to run your app locally.
LiveSignal is a real-time research and verification agent that continuously monitors Google Search trends and web results to detect emerging events, validate claims, and explain what is happening—complete with sources and confidence scoring.
Unlike static Q&A tools, LiveSignal actively observes, cross-checks, and updates its understanding as new information appears. It operates in a continuous loop:
- Observe – Monitors Google Search trends, breaking news, and keyword spikes; detects anomalies and misinformation patterns.
- Reason – Clusters sources into narratives, identifies contradictions, and assigns confidence levels.
- Act – Alerts users to evolving stories, fact-checks viral claims, and updates prior answers with new evidence.
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Real-Time Fact Checker
Verify claims quickly with timeline, citations, and confidence scoring. -
Breaking News Explainer
Understand trending events, affected parties, and implications with live updates. -
Misinformation Early-Warning
Detect fast-spreading claims, flag inconsistencies, and visualize source credibility.
- Live citations from Google Search
- Time-aware answers
- Confidence scoring
- Change tracking for updated answers
- User-defined watch topics (e.g., politics, tech, finance, health)
- Uses real-time Google Search data to deliver fresh, verified insights.
- Demonstrates autonomy, reasoning, and persistence.
- Helps users trust information in fast-moving situations.
- Scales across domains: news, finance, technology, and public safety.
Prerequisites: Node.js
- Install dependencies:
npm install - Set the
GEMINI_API_KEYin .env.local to your Gemini API key - Run the app:
npm run dev