Семантический поиск для финансовых исследовательских панелей: проектирование схемы и повторная сортировка

Оригинал

Semantic Retrieval for Financial Research Dashboards: Schema Design and Reranking

Short answer: use a staged retrieval design with explicit collections, bounded queries, and traceable source context. For a financial research dashboard, that contract matters more than picking a fashionable embedding model: it keeps reranking replaceable and makes a timeout diagnosable. Picture the request as a small pipeline. The dashboard sends a bounded query to a collection. Retrieval returns candidate chunks plus metadata. A reranker orders those candidates. The answer layer cites the exa