Beyond Web Scraping: Building a Reddit Intelligence Engine With Airflow, DuckDB, and Ollama

Reddit offers an invaluable trove of community-driven discussions that provide rich data for computational analysis. As researchers and computer scientists, we can extract meaningful insights from these social interactions using modern data engineering and AI techniques.  In this article, I'll demonstrate how to build a sophisticated Reddit intelligence engine that goes beyond basic web scraping to deliver actionable analytical insights using Ollama for local LLM inference.