FDREFinancial Document Retrieval Engine

Evidence-first financial search

Financial Document Retrieval Engine

Ask a filing question. FDRE preprocesses it, retrieves and reranks evidence, verifies every citation, and abstains when the evidence is not strong enough.

Rendered sample SEC filing with a revenue table

Answer

Ready for a query

Inspect the complete retrieval path

Results include deterministic filters, dense and sparse scores, reranking, verified citations, and every bounded graph transition.

Bounded workflow

Context engineering before generation

  1. Deterministic preprocessing
  2. Dense + sparse retrieval
  3. Reranking and evidence gate
  4. Citation verification
  5. Answer or abstention
Architecture