QuantMind is an AI platform designed for quantitative finance that ingests papers, news, blogs, reports, and SEC filings, processes them through LLM pipelines, and structures them into a queryable semantic knowledge graph. It enables researchers to perform AI-powered analysis at scale by providing intelligent retrieval over structured financial knowledge. The framework integrates vector-based semantic search with workflow orchestration for continuous knowledge extraction.