Production Python pipeline for real-time social listening, semantic analysis, and instant Slack/Discord alerting via Gemini.

What’s included:

• Asynchronous multi-source ingestion: Reddit, Hacker News, Bluesky, and RSS feeds
• Structured Gemini 1.5 Flash evaluation: Extracts polarity (-1.0 to 1.0), urgency level, entity references, and sarcasm flags
• Threshold-based alert dispatcher: Sends categorized JSON alerts to Slack, Discord, or custom webhooks upon high-urgency or negative spikes
• Local DuckDB/SQLite persistence: Built-in deduplication, historical trend storage, and automated daily rollups