02 / Retrieval / Structured information
Answers from private documents.
Make complex private documents useful through retrieval, questions, and structured information.
The work behind the product.
Financial and reinsurance documents contain detailed information. Users need to find relevant material and ask questions within that document collection.
Connecting the system.
I worked on document Q&A using retrieval-augmented generation, vector search, and structured information.
The approach
Three connected parts.
Retrieve relevant material
Use vector search to find document content relevant to a question.
Connect retrieval and generation
Use retrieved content in the document Q&A workflow.
Structure information
Work with structured information alongside natural-language answers.
A document Q&A workflow for private financial and reinsurance material.
Client identity and source documents remain private. The visual is a concept graphic.