Relevant Source Discovery

via “source discovery and validation”

via “source-aware result ranking”

via “source-aware context retrieval for content generation”

Unique: Implements a retrieval-augmented generation (RAG) pattern specifically optimized for fact-checking, where source selection is transparent and user-controllable. Sources are ranked by authority/quality rather than just relevance, and the system tracks which sources informed which claims.

vs others: Unlike generic RAG implementations (e.g., LangChain + vector stores), Silatus prioritizes source authority and transparency for fact-checking use cases, making it more suitable for journalism and compliance than generic knowledge base systems.