Conversational Question Answering With Source Attribution

via “answer generation with source attribution and citation”

Enterprise AI assistant across company docs.

Unique: Implements citation extraction from LLM responses and links citations back to source documents, providing verifiable sources for each claim. The system uses the LLM's instruction-following capability to enforce citation format rather than post-processing responses.

vs others: More verifiable than generic chatbots that don't cite sources, and more transparent than systems that hide source documents because users can immediately verify claims.