adaptai / aiml /02_models /AGENTS.md
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Repository Guidelines

Project Structure & Module Organization

  • elizabeth/deployment_configs/: API servers (FastAPI), CLIs, deploy scripts, tests.
  • elizabeth/checkpoints/: model artifacts for Elizabeth (large files, do not commit changes here).
  • elizabeth/production/: production-ready configs/placeholders.
  • elizabeth/legacy_workspace/: legacy tools and docs; includes requirements.txt and setup scripts.
  • base_models/, specialized/, archived/: placeholders or historical code.

Build, Test, and Development Commands

  • Serve API (OpenAI-compatible): python3 elizabeth/deployment_configs/openai_endpoints.py
  • HF fallback server: python3 elizabeth/deployment_configs/serve.py
  • Deploy helper: elizabeth/deployment_configs/deploy_elizabeth.sh deploy|status|test|stop
  • CLI (local or via Cloudflare): elizabeth/deployment_configs/elizabeth_cli_wrapper.sh --chat|--test|--cloudflare
  • Tests (ad‑hoc):
    • python3 elizabeth/deployment_configs/test_api.py
    • python3 elizabeth/deployment_configs/test_model.py
    • python3 elizabeth/deployment_configs/test_vllm_integration.py

Coding Style & Naming Conventions

  • Python 3.x, 4‑space indent, use type hints and docstrings for public functions.
  • Naming: files/modules snake_case.py, classes PascalCase, functions/vars snake_case, constants UPPER_SNAKE.
  • Lint/format: prefer black and flake8 (see legacy_workspace/requirements.txt).
  • Logging: use logging (no prints in libraries). Keep absolute paths only where necessary; prefer env/config.

Testing Guidelines

  • Location: quick scripts under elizabeth/deployment_configs/test_*.py.
  • Start the API before network tests: python3 elizabeth/deployment_configs/openai_endpoints.py.
  • Auth header required: Authorization: Bearer elizabeth-secret-key-2025 (or set ELIZABETH_API_KEYS).
  • For deterministic output, use temperature=0.1 and small max_tokens.
  • Optional: pytest elizabeth/deployment_configs -q for discovery; assertions are minimal.

Commit & Pull Request Guidelines

  • Use Conventional Commits style, scoped by area. Examples:
    • feat(deployment): add Cloudflare config bootstrap
    • fix(api): handle invalid Authorization header
    • docs(cli): clarify wrapper usage
  • PRs include: clear description, linked issues, sample commands/logs, screenshots when UI-like output applies, and doc updates.
  • Do not commit large checkpoints or secrets.

Security & Configuration Tips

  • Secrets: configure via env (ELIZABETH_API_KEYS, API_KEY) or .env.cloudflare (copy from .env.cloudflare.example).
  • Logs: elizabeth/deployment_configs/logs/; redact tokens in examples.
  • Model paths and GPU settings are hardcoded in some scripts—prefer overrides via env vars in new contributions.