Document the architecture, UI flows and cloud.ru demo.

Keep CI green and add scripts to rebuild the demo index.

Add a compact Russian Museum and Cleveland demo catalogue.

Pack a slim demo image on port 8095.

Cover retrieval, API and tour flows with tests.

Document architecture, APIs and UI screenshots for the portfolio.

Ship a slim Docker image on port 5055.

Add local setup scripts for Windows and Unix.

Add gallery JS, mask editor and SSE progress client.

Build the studio page layout and mode panel.

docs: write portfolio readme with ui screenshots

chore: slim docker compose for cloud.ru demo

feat: add etalon and contest editor screens

feat: build reports dashboard and candidate card

feat: add multi-file upload with live progress

docs: add README with architecture and demo notes

docs: add README with architecture and demo notes

ci: run ruff, mypy, pytest and docker build

feat: add slim CPU image and compose on port 8510

test: cover data, evaluation and API on synthetic data

feat: add scoring UI and PSI drift checks

Rewrite the README and add a Cloud.ru deploy path.

Shrink the CPU serving image and bind the demo to port 8100.

Keep the hold-out error table and Grad-CAM taxonomy in git.

Document the project with hold-out figures and a demo runbook.

Add a CPU Docker image and GitHub Actions checks.

Keep data directory in the repo

README, architecture diagrams and deploy notes

pytest coverage for auth, interview and VK callback

Alpine Docker images and Compose stack on port 3010

LLM task generation via OpenRouter and GigaChat

Update: README.md