Streaming demo

Server-Sent Events client for /auth/stream. Bring your own DCS-Gate backend — a local docker compose up, a Colab notebook tunneled through ngrok, or any reachable URL of a v8.7 instance. Nothing leaves your browser except the request you make to the backend you choose.

Backend URL (must serve POST /auth/stream — v8.7 or later)

Question put to the responding model

Response to evaluate

Idle — enter a backend URL above and click analyze.

How to bring up a backend

The fastest path is the auto-detecting reproducibility notebook in the repo: reproducibility/qwen3_14b_smoke_test.ipynb. It detects whether you’re on local Jupyter, Kaggle hosted, or Colab hosted, picks paths and judge model accordingly, kills any leftover Ollama/ngrok/dcs-gate processes from a previous run, pulls mxbai-embed-large + qwen3:14b, builds the binary, exposes it via ngrok, and prints a public URL you paste into the field above. ~9 min cold start on 2× T4; ~3 min warm.

Or locally:

git clone https://github.com/Corekeeper-research/dcs-gate
cd dcs-gate
docker compose up           # bring up Ollama + the binary
# paste http://localhost:8081 above

The backend you point at must implement the v8.7 streaming protocol described in the docs.