{
  "id": "production-build-app-fastapi-service-for-rag-document-retrieval",
  "title": "Production Build App Fastapi Service For Rag Document Retrieval With Upload, Indexing, Search, Health Endpoint, Tests, A",
  "summary": "Production-build FastAPI starter scaffold generated by ARES with a strict developer contract, installable package artifacts, and clean-room release verification.",
  "source": "developer_build",
  "kind": "invention",
  "path": "inventions/production-build-app-fastapi-service-for-rag-document-retrieval",
  "delivery_mode": "production_build",
  "release_tier": "prototype",
  "release_verification_status": "failed",
  "created_at": "2026-03-13 08:45:20",
  "updated_at": "2026-03-13 09:41:26",
  "verification_status": "passed",
  "verification_checked_at": "2026-03-13 08:45:22",
  "verification_commands": [
    "\"Q:\\ARES\\.venv-cuda311\\Scripts\\python.exe\" -m py_compile \"run_demo.py\"",
    "\"Q:\\ARES\\.venv-cuda311\\Scripts\\python.exe\" -m compileall \"app\" \"tests\"",
    "\"Q:\\ARES\\.venv-cuda311\\Scripts\\python.exe\" run_demo.py",
    "\"Q:\\ARES\\.venv-cuda311\\Scripts\\python.exe\" -m pytest -q"
  ],
  "consistency_warnings": [
    "Downgraded `production-ready` wording to `runnable local` until stronger verification exists.",
    "Verification failure: Install dependencies first with \"python.exe\" -m pip install -e ."
  ],
  "auto_hardening_changes": [],
  "project_entrypoint": "run_demo.py",
  "stack": "python_fastapi",
  "request": "production build app FastAPI service for RAG document retrieval with upload, indexing, search, health endpoint, tests, and installable package. Keep scope minimal and make it pass release verification.",
  "entrypoint": "app.main:app",
  "build_contract": {
    "delivery_mode": "production_build",
    "stack": "Python/FastAPI",
    "required_files": [
      "README.md",
      "pyproject.toml",
      ".gitignore",
      "app/__init__.py",
      "app/main.py",
      "app/api/__init__.py",
      "app/api/routes.py",
      "tests/test_contract.py",
      "run_demo.py"
    ],
    "verification_commands": [
      "\"Q:\\ARES\\.venv-cuda311\\Scripts\\python.exe\" -m py_compile \"run_demo.py\"",
      "\"Q:\\ARES\\.venv-cuda311\\Scripts\\python.exe\" -m compileall \"app\" \"tests\"",
      "\"Q:\\ARES\\.venv-cuda311\\Scripts\\python.exe\" -m unittest discover -s tests -p test_*.py"
    ],
    "release_gates": [
      "Build wheel and sdist from pyproject.toml.",
      "Install the built wheel into a clean virtual environment.",
      "Run pip check inside the clean environment.",
      "Import the public package entrypoint from the clean environment.",
      "Run the packaged smoke command from the clean environment."
    ]
  },
  "references": [
    {
      "name": "github.com/huggingface/transformers",
      "url": "https://github.com/huggingface/transformers",
      "tags": [
        "github",
        "repo",
        "transformers"
      ]
    },
    {
      "name": "github.com/apple/ml-diffucoder",
      "url": "https://github.com/apple/ml-diffucoder",
      "tags": [
        "github",
        "repo"
      ]
    },
    {
      "name": "github.com/python/cpython/tree/main/Lib",
      "url": "https://github.com/python/cpython/tree/main/Lib",
      "tags": [
        "github",
        "repo"
      ]
    },
    {
      "name": "docs.python.org/3/whatsnew",
      "url": "https://docs.python.org/3/whatsnew/",
      "tags": [
        "docs",
        "python",
        "stdlib"
      ]
    },
    {
      "name": "docs.python.org/3/reference",
      "url": "https://docs.python.org/3/reference/",
      "tags": [
        "docs",
        "python",
        "stdlib"
      ]
    },
    {
      "name": "docs.python.org/3/library/typing.html",
      "url": "https://docs.python.org/3/library/typing.html",
      "tags": [
        "docs",
        "python",
        "stdlib",
        "typing"
      ]
    }
  ],
  "release_verification": {
    "all_passed": false,
    "failed_count": 1,
    "reason": "build_failed",
    "artifact_paths": [],
    "results": [
      {
        "step": "build_artifacts",
        "passed": false,
        "command": "\"Q:\\ARES\\.venv-cuda311\\Scripts\\python.exe\" -m build",
        "stdout_excerpt": "running egg_info creating production_build_app_fastapi_service_for_rag_document_retrieval.egg-info writing production_build_app_fastapi_service_for_rag_document_retrieval.egg-info\\PKG-INFO writing dependency_links to pro",
        "stderr_excerpt": "* Creating isolated environment: venv+pip... * Installing packages in isolated environment: - setuptools>=68 - wheel * Getting build dependencies for sdist... * Building sdist... Timeout"
      }
    ]
  }
}