Receipt Parsers | Stahili Central

AI Parsers (Parser of Last Resort)

V4 Semantic Engine

Select an AI model architecture to configure.

Configure Routing Rules and Define structured outputs without JSON.

Parser Name / ID

Parser Status

KRA Supplier Name Matches (Comma-separated)

Exact KRA `supplierName` matches. Evaluated first before fuzzy matching.

Receipt Text Fuzzy Matches (Comma-separated)

Found in the top 5 rows of the visual receipt if KRA fails.

First-pass mapping: Define geometric sections, anchors, and repeating structures.

Test LLM Sandbox

Raw Stitched Payload context

Awaiting Payload...

LLM Semantic Output & Trace

Waiting for trace execution...

Waiting for trace execution...

Waiting for trace execution...