Reddit Intelligence Swarm

Reddit Swarm Intelligence is a full-stack, agentic AI system that transforms Reddit into a live, queryable knowledge base. Using BrightData's web scraping infrastructure, it collects posts and comments on-demand across user-defined categories. A multi-agent LangGraph swarm then processes the raw data: a Keyword Extractor identifies the most relevant search terms, a Database Writer archives everything into a structured PostgreSQL schema organized by hierarchical topics, and a Data Synthesizer generates natural-language answers grounded in the scraped content. The Vue.js dashboard offers a rich analytical surface — users can trigger batch scrapes, read AI-generated category summaries, explore topic metrics via bar charts, and dynamically extract subtopics through an on-demand LLM clustering agent that renders the results as an interactive pie chart. Clicking any pie slice fires an intelligent query directly into the Swarm chat, which synthesizes Reddit sentiment and key perspectives on that subtopic in real time.