Point-in-Time Financial RAG with Frozen LLMs and Market-Feedback Adaptive Retrieval

Zijie Zhao, Roy E. Welsch

Financial retrieval-augmented generation (RAG) systems typically rank evidence by textual relevance, but in financial markets evidence utility depends on event type, forecast horiz…