Building a Real-Time Social Listening & Brand Sentiment Engine with Python, Gemini 1.5, and DuckDB

Ditch $600/mo enterprise listening suites. Build a sub-second, multi-source sentiment analyzer with Gemini 1.5 Flash and DuckDB.