Apache-2.0 · v1.0

sovereign-market-brief

A competition project that verifies facts in multilingual Apertus market briefs.

01

What it does

  • Computes numbered facts and metrics from a local CSV with Python.
  • Asks Apertus to write multilingual briefs grounded in those facts.
  • Checks numbers, dates, direction and citations, blocking drafts that fail verification.

02

Agents & compatibility

Apertus through an OpenAI-compatible endpoint. This is a standalone competition project rather than a general MCP server.

03

Get started

  1. Extract the source and read the root and track_2b documentation.
  2. For Docker, run make run. The first run separately downloads an approximately 5 GB model and needs the documented memory.
  3. Alternatively configure an existing Apertus endpoint and use Python with your own date/value CSV.

Run in the extracted project directory. Check the README for prerequisites and platform-specific instructions.

make run

Code is Apache-2.0; documentation is CC-BY-4.0. The source ZIP does not include the separately downloaded model or runtime environment.

Sources & scope

The introduction was edited from the public README at the source revision below and checked on 2026-10-21 (Singapore). The download is unmodified public source code, including its original license and attribution. A download check is not a test of every product feature.