Overview
Fieldgeist trains its own models. Products call them inside each request.
Fieldgeist trains its own models, and its products are built on them. A model runs inside the request that needs it, at the edge, so there is no separate model service to call or wait on.
| Model | Reads | Used by | Current version |
|---|---|---|---|
| US-LEX-1 | US addresses written as free text, labeled with USPS Publication 28 components | Verify parse | 0.1.0 |
Versions
Every answer a model produces names the model and its version (in Verify parse responses, the model field). New versions are listed in the changelog, tagged Model. Responses keep the same fields from one version to the next; what can change is how an input is read.
How models improve
Fieldgeist retrains its models on new data. Misreads found in evaluation are reviewed by people before each training round. If a model misreads something, email support@fieldgeist.com with the request ID (the x-request-id header) and what you expected.