A format string is a text string that contains placeholders for values. Each placeholder begins with {, contains either the name or numeric index of a value, and ends with }. "--title-format ...

An end-to-end GraphRAG (Graph Retrieval-Augmented Generation) system that builds knowledge graphs from text documents and enables intelligent question answering with ReAct agents.