Quickstart: REST sweep runner

This runner calls Azure OpenAI Chat Completions via the documented REST endpoint:

POST https://{endpoint}/openai/deployments/{deployment-id}/chat/completions?api-version=2024-10-21

and passes parameter knobs like temperature, top_p, presence_penalty, etc.

Steps

1. Create .env from .env.example and fill in your endpoint/key/deployment.
2. Install dependencies.
3. Run a preset sweep.

pip install -r requirements.txt
cp .env.example .env
python scripts/run_sweep_rest.py --preset summarization --trials 3

Outputs are written to runs/YYYYMMDD_HHMMSS_<preset>.jsonl and a symlink-like pointer runs/latest.jsonl.

Safety note

Use non-sensitive sample data. If you test on enterprise documents, make sure your logging complies with your org's policies.