Answer Synthesis

Answer synthesis generates sourced answers with inline citations by reconciling multiple retrieved knowledge base documents. It formats factual claims with numbered attribution and provides a confidence assessment based on source quality and recency.

Conflict reconciliation handles contradictory information between sources using predefined rules to ensure transparency. The synthesis process evaluates source agreement and assigns a confidence level rather than arbitrarily choosing one document's claims over another.

Yes, confidence scoring assigns a High, Medium, or Low rating to each generated answer. This assessment evaluates source quality, agreement across multiple documents, and information recency to indicate the reliability of the synthesized response.

A no-answer pathway gracefully handles situations where no relevant information is found in the retrieved sources. Instead of guessing, it transparently states the absence of information and suggests alternative search terms or queries.

Yes, answer synthesis requires a structured input containing both the retrieved source documents and the original user question. This prerequisite input allows the system to generate a formatted answer with accurate attribution and a confidence assessment.

Multi-source reconciliation merges information from multiple retrieved documents into a single coherent response. It attaches numbered inline citations to every factual claim, ensuring that documented answers remain attributable and transparent.