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JevMade field notes / API tutorial and benchmark

Wrap Solar Pro4 in a Jev-compatible decision API

A compact tutorial for calling or deploying a wrapper that presents Solar Pro4 through the Jev System One request shape and compares its bounded outputs with reference behavior.

Original by Sung KimIntegrationsGitHub README and reference implementationSource reviewed

Before you dive in

What you’ll find in the original

  1. Send the documented model, state, and questions object to `/v1/systemone` rather than an ordinary chat-completions route.
  2. Use the same noul, choice, and score schema across the wrapper and compatible clients.
  3. Run the repository's comparison benchmark before relying on the wrapper, because API-shape compatibility does not establish calibration or quality.
Worth knowing

The live Vercel service and Upstage model are external dependencies. Benchmark results are repository-reported snapshots, and a prompted LLM wrapper is not the same model or training method as Jev.

More guides →See the experiments →