Question Parsing as Context Engineering

Question parsing transforms a raw user query into four typed fields that steer retrieval and generation separately. The ParsedQuestion row writes named fields for downstream calls, with each field serving a specific receiver. The approach applies LangChain's four context-engineering strategies: write, select, compress, and isolate.