diff --git a/.github/workflows/openapi.yml b/.github/workflows/openapi.yml
new file mode 100644
index 0000000..83ccd90
--- /dev/null
+++ b/.github/workflows/openapi.yml
@@ -0,0 +1,52 @@
+name: OpenAPI spec freshness
+
+on:
+  pull_request:
+    paths:
+      - "api/**"
+      - "docs/api/**"
+      - ".github/workflows/openapi.yml"
+  push:
+    branches: [main]
+    paths:
+      - "api/**"
+      - "docs/api/**"
+      - ".github/workflows/openapi.yml"
+
+permissions:
+  contents: read
+
+jobs:
+  check:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Clone OPF source (workspace member, gitignored locally)
+        run: git clone --depth 1 https://github.com/openai/privacy-filter privacy-filter
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+        with:
+          enable-cache: true
+
+      - name: Set up Python
+        run: uv python install 3.12
+
+      - name: Install opf-api with docs extra
+        run: uv sync --package opf-api --extra docs
+
+      - name: Regenerate spec to a temp dir
+        run: uv run --package opf-api opf-api-export-openapi --out /tmp/fresh
+
+      - name: Diff against committed spec
+        run: |
+          set -e
+          fail=0
+          for f in openapi.json openapi.yaml; do
+            if ! diff -u "docs/api/$f" "/tmp/fresh/$f"; then
+              echo "::error file=docs/api/$f::$f is stale — regenerate with: uv run --package opf-api opf-api-export-openapi --out docs/api"
+              fail=1
+            fi
+          done
+          exit $fail
diff --git a/.github/workflows/pages.yml b/.github/workflows/pages.yml
new file mode 100644
index 0000000..a2ed975
--- /dev/null
+++ b/.github/workflows/pages.yml
@@ -0,0 +1,57 @@
+name: Deploy docs to GitHub Pages
+
+on:
+  push:
+    branches: [main]
+    paths:
+      - "docs/**"
+      - "api/**"
+      - ".github/workflows/pages.yml"
+  workflow_dispatch:
+
+permissions:
+  contents: read
+  pages: write
+  id-token: write
+
+concurrency:
+  group: pages
+  cancel-in-progress: false
+
+jobs:
+  build-and-deploy:
+    runs-on: ubuntu-latest
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Clone OPF source (workspace member, gitignored locally)
+        run: git clone --depth 1 https://github.com/openai/privacy-filter privacy-filter
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v3
+        with:
+          enable-cache: true
+
+      - name: Set up Python
+        run: uv python install 3.12
+
+      - name: Install opf-api with docs extra
+        run: uv sync --package opf-api --extra docs
+
+      - name: Regenerate OpenAPI spec into docs/api/
+        run: uv run --package opf-api opf-api-export-openapi --out docs/api
+
+      - name: Configure Pages
+        uses: actions/configure-pages@v5
+
+      - name: Upload docs/ as Pages artifact
+        uses: actions/upload-pages-artifact@v3
+        with:
+          path: docs
+
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v4
diff --git a/README.md b/README.md
index 98f3206..0b415d7 100644
--- a/README.md
+++ b/README.md
@@ -227,7 +227,7 @@ PII-Masking-300k doesn't label these, so the harness doesn't grade them — but
 - **Organization / work:** `EVENT`, `OCCUPATION`, `ORGANIZATION`, `ORGANIZATION_ID`, `PROJECT`
 - **Other:** `DURATION`, `FILENAME`, `LANGUAGE`, `PRODUCT`, `VEHICLE_ID`
 
-Source: `DeidentifyStringRequest.entity_types` enum in [detect.openapi.json](detect.openapi.json).
+Source: `DeidentifyStringRequest.entity_types` enum in the Skyflow Detect API spec.
 
 ### Hit-rate tuning (historical context)
 
@@ -268,7 +268,7 @@ The greedy per-category breakdown stays under the raw view (single per-label tab
 
 ## API server
 
-The `api/` directory is a unified FastAPI service exposing all benchmark detectors behind one contract. Pick the backend with the `detector` field; canonical labels apply uniformly across all of them. Interactive docs at `/docs` (Swagger) and `/redoc`. Container build profiles in [api/Dockerfile](api/Dockerfile).
+The `api/` directory is a unified FastAPI service exposing every benchmark detector behind one HTTP contract. Pick the backend with the `detector` field on each request; canonical labels apply uniformly across all of them. Container build profiles in [api/Dockerfile](api/Dockerfile).
 
 Run locally:
 
@@ -276,27 +276,23 @@ Run locally:
 DEFAULT_DETECTOR=opf EAGER_LOAD=opf uvicorn opf_api.main:app --reload
 ```
 
-### Concepts
+### API reference
 
-**Detectors** — registered backends (lazy-loaded):
+The full reference is generated from the live FastAPI app and published to GitHub Pages. The committed spec lives at [docs/api/openapi.json](docs/api/openapi.json) and is regenerated with:
 
-| Name                     | Backend                                                 | Notes                                                       |
-|--------------------------|---------------------------------------------------------|-------------------------------------------------------------|
-| `opf`                    | OPF local model, ~2.8 GB                                | Trained categories only.                                    |
-| `skyflow`                | HTTP proxy to Skyflow Detect API                        | Requires `SKYFLOW_VAULT_*` env. `proxy: true` in `/v1/detectors`. |
-| `presidio`               | Microsoft Presidio, English spaCy model                 | Registered only if `presidio-analyzer` is installed.        |
-| `presidio_multilang`     | Presidio with all 6 spaCy languages                     | Each `<lang>_core_news_lg` model must be installed.         |
-| `gliner`                 | `urchade/gliner_multi_pii-v1`, multilingual             | Registered only if `gliner` is installed.                   |
-| `gliner_nvidia`          | `nvidia/gliner-PII`, 570M params                        | Same vocabulary as `gliner`; GPU recommended.               |
-| `gliner_gretel_small`    | `gretelai/gretel-gliner-bi-small-v1.0`                  | Uses Gretel's label space.                                  |
-| `gliner_gretel_large`    | `gretelai/gretel-gliner-bi-large-v1.0`                  | Uses Gretel's label space.                                  |
-| `ai4privacy_modernbert`  | ModernBERT-based multilingual anonymiser (~150M params) | Requires `transformers`. 8 languages (en, fr, de, es, it, nl, hi, te). |
+```sh
+uv run --package opf-api opf-api-export-openapi --out docs/api
+```
 
-Hit `GET /v1/detectors` to see what's currently registered in your deployment.
+Three in-app reference UIs render the same spec — `/scalar` (Scalar), `/docs` (Swagger UI with try-it-out), `/redoc` (ReDoc). The narrative guides live under [docs/guides/](docs/guides/):
 
-**Canonical labels (15)** — `PERSON`, `EMAIL`, `PHONE`, `ADDRESS`, `URL`, `DATE`, `ACCOUNT`, `SECRET`, `USERNAME`, `DEMOGRAPHIC`, `ORGANIZATION`, `OCCUPATION`, `MONEY`, `VEHICLE`, `PHYSICAL`. Every detector's raw output maps into this taxonomy. The `categories` request filter accepts any of these. Different detectors cover different subsets — `/v1/detectors` reports each detector's category list.
+- [overview](docs/guides/overview.md) — what the API does and how to run it.
+- [detectors](docs/guides/detectors.md) — the registered backends.
+- [labels](docs/guides/labels.md) — the 15-label canonical taxonomy.
+- [sanitize modes](docs/guides/sanitize-modes.md) — the four `/v1/sanitize` modes.
+- [auth and env](docs/guides/auth-and-env.md) — env-var matrix and error codes.
 
-#### Server env
+### Server env
 
 | Variable                       | Notes                                                                |
 |--------------------------------|----------------------------------------------------------------------|
@@ -306,125 +302,3 @@ Hit `GET /v1/detectors` to see what's currently registered in your deployment.
 | `OPF_DECODE_MODE`              | `viterbi` or `argmax`. OPF-only. Default `viterbi`.                  |
 | `SKYFLOW_VAULT_URL` / `_ID` / `_BEARER_TOKEN` | Required for the `skyflow` **detector**.              |
 | `SKYFLOW_TOKEN_VAULT_URL` / `_ID` / `_BEARER_TOKEN` | Required for `/v1/sanitize` `label_token` mode. See [docs/token-vault-setup.md](docs/token-vault-setup.md). |
-
----
-
-### `POST /v1/detect`
-
-Returns detected spans. No text rewriting.
-
-Request:
-
-```json
-{
-  "text": "Email joe@example.com about the trip to Elgin, TX.",
-  "detector": "presidio",        // optional, defaults to DEFAULT_DETECTOR
-  "categories": ["EMAIL"],       // optional canonical filter
-  "decode_mode": "viterbi"       // optional, OPF-only
-}
-```
-
-Response (`200`):
-
-```json
-{
-  "schema_version": 1,
-  "detector": "presidio",
-  "text": "Email joe@example.com about the trip to Elgin, TX.",
-  "detected_spans": [
-    {"label": "EMAIL", "raw_label": "EMAIL_ADDRESS",
-     "start": 6, "end": 21, "text": "joe@example.com"}
-  ],
-  "summary": {"span_count": 1, "by_label": {"EMAIL": 1}},
-  "warning": null
-}
-```
-
-Errors: `400` unknown detector or unknown category. `502` detector backend failure.
-
----
-
-### `POST /v1/sanitize`
-
-Detect + rewrite each detected span under the chosen `mode`. Four modes, in increasing strength of identity preservation:
-
-| `mode`         | Looks like         | What it preserves |
-|----------------|--------------------|-------------------|
-| `redact`       | `********`         | Nothing — fixed 8-character asterisk run regardless of span length. |
-| `label`        | `[EMAIL]`          | Category only. Default mode. |
-| `label_number` | `[EMAIL_1]`        | Identity **within one request**. Per-label counter; duplicate `(label, text)` reuses its number. |
-| `label_token`  | `[EMAIL_MGaE1Bo]`  | Identity **across requests and detectors** via a Skyflow vault. Deterministic — same plaintext → same 7-char token forever. |
-
-Request:
-
-```json
-{
-  "text": "Email alice@x.com or call +1-415-555-0100.",
-  "detector": "presidio",
-  "mode": "label_token"
-}
-```
-
-Response (`200`):
-
-```json
-{
-  "schema_version": 1,
-  "detector": "presidio",
-  "mode": "label_token",
-  "text": "Email alice@x.com or call +1-415-555-0100.",
-  "sanitized_text": "Email [EMAIL_MGaE1Bo] or call [PHONE_vRXiWKZ].",
-  "detected_spans": [
-    {"label": "EMAIL", "raw_label": "EMAIL_ADDRESS",
-     "start": 6, "end": 17, "text": "alice@x.com",
-     "replacement": "[EMAIL_MGaE1Bo]"},
-    {"label": "PHONE", "raw_label": "PHONE_NUMBER",
-     "start": 27, "end": 42, "text": "+1-415-555-0100",
-     "replacement": "[PHONE_vRXiWKZ]"}
-  ],
-  "summary": {"span_count": 2, "by_label": {"EMAIL": 1, "PHONE": 1}},
-  "warning": null
-}
-```
-
-Overlapping spans: the earlier-starting span wins; later overlaps are skipped in `sanitized_text` (still listed in `detected_spans`).
-
-`label_token` requires `SKYFLOW_TOKEN_VAULT_URL` + `SKYFLOW_TOKEN_VAULT_ID` and a bearer (`SKYFLOW_TOKEN_BEARER_TOKEN`, or falls back to `SKYFLOW_BEARER_TOKEN`). The vault must be configured per [docs/token-vault-setup.md](docs/token-vault-setup.md) — one table with one `tok_<label>` column per canonical label, each `DETERMINISTIC_FPT` with regex `^[A-Za-z0-9]{7}$`.
-
-Errors: `400` for unknown detector / unknown category / `label_token` without vault env. `502` for detector backend failure or vault call failure. Spans whose canonical label has no vault column fall back to `[LABEL]` for that span only.
-
----
-
-### `GET /v1/detectors`
-
-Lists registered detectors plus the categories each can produce.
-
-```json
-{
-  "default": "opf",
-  "detectors": [
-    {"name": "gliner",  "categories": ["PERSON", "EMAIL", "..."], "loaded": false, "proxy": false},
-    {"name": "opf",     "categories": ["PERSON", "EMAIL", "..."], "loaded": true,  "proxy": false},
-    {"name": "skyflow", "categories": ["PERSON", "EMAIL", "..."], "loaded": false, "proxy": true}
-  ]
-}
-```
-
-`loaded` flips to `true` after first use (or at startup if listed in `EAGER_LOAD`). `proxy=true` means the detector calls an external service.
-
----
-
-### `GET /v1/health`
-
-Liveness + which detectors are loaded.
-
-```json
-{
-  "status": "ok",
-  "default_detector": "opf",
-  "loaded_detectors": ["opf"],
-  "schema_version": 1
-}
-```
-
-Always `200` when the process is up; does not probe detector backends.
diff --git a/api/pyproject.toml b/api/pyproject.toml
index 4cd99bb..4b36599 100644
--- a/api/pyproject.toml
+++ b/api/pyproject.toml
@@ -10,12 +10,17 @@ dependencies = [
     "uvicorn[standard]>=0.30",
     "pydantic>=2.6",
     "httpx>=0.27",
+    "scalar-fastapi>=1.0,<2.0",
 ]
 
 [project.optional-dependencies]
 gliner = ["gliner>=0.2.13"]
 presidio = ["presidio-analyzer>=2.2"]
 all = ["gliner>=0.2.13", "presidio-analyzer>=2.2"]
+docs = ["pyyaml>=6.0,<7.0"]
+
+[project.scripts]
+opf-api-export-openapi = "opf_api.scripts.export_openapi:main"
 
 [build-system]
 requires = ["hatchling"]
diff --git a/api/src/opf_api/main.py b/api/src/opf_api/main.py
index ebe87a5..6cf8d8c 100644
--- a/api/src/opf_api/main.py
+++ b/api/src/opf_api/main.py
@@ -8,6 +8,7 @@
 os.environ.setdefault("OPF_MOE_TRITON", "0")
 
 from fastapi import FastAPI  # noqa: E402
+from scalar_fastapi import get_scalar_api_reference  # noqa: E402
 
 from .registry import build_default_registry  # noqa: E402
 from .routes import router  # noqa: E402
@@ -60,13 +61,72 @@ async def lifespan(app: FastAPI):
             client.close()
 
 
+API_DESCRIPTION = """\
+Unified PII detection across **OPF**, **GLiNER**, **Presidio**, and **Skyflow**.
+Pick a backend with the `detector` field; canonical labels apply uniformly across all of them.
+
+## Endpoints
+
+- `POST /v1/detect` — return spans only, no text rewriting.
+- `POST /v1/sanitize` — detect and rewrite spans under one of four modes.
+- `GET /v1/detectors` — list registered detectors and their category coverage.
+- `GET /v1/health` — liveness probe; does not exercise detector backends.
+
+## Versioning
+
+Two version numbers appear in this API. They are independent:
+
+- `info.version` (this spec) — tracks the OpenAPI contract.
+- `schema_version` (response payload field) — tracks the request/response payload shape.
+  Currently `2`. Bumps when payload field names or semantics change. Clients should pin on this.
+
+## Canonical labels
+
+Every detector's raw output maps into a 15-label taxonomy:
+`PERSON`, `EMAIL`, `PHONE`, `ADDRESS`, `URL`, `DATE`, `ACCOUNT`, `SECRET`, `USERNAME`,
+`DEMOGRAPHIC`, `ORGANIZATION`, `OCCUPATION`, `MONEY`, `VEHICLE`, `PHYSICAL`.
+Detectors vary in coverage — `GET /v1/detectors` reports each detector's category list.
+"""
+
+OPENAPI_TAGS = [
+    {
+        "name": "Detect",
+        "description": "Detection-only endpoint. Returns spans without rewriting the input.",
+    },
+    {
+        "name": "Sanitize",
+        "description": (
+            "Detection plus rewriting under one of four modes: "
+            "`redact`, `label`, `label_number`, `label_token`."
+        ),
+    },
+    {
+        "name": "Meta",
+        "description": "Registry and liveness endpoints.",
+    },
+]
+
 app = FastAPI(
     title="Privacy-detection API",
     version="0.2.0",
+    summary="Unified PII detection across OPF, GLiNER, Presidio, and Skyflow.",
+    description=API_DESCRIPTION,
     lifespan=lifespan,
-    description=(
-        "Unified PII detection across OPF, GLiNER, Presidio, and Skyflow. "
-        "Pick a backend with the `detector` field; canonical labels apply uniformly."
-    ),
+    openapi_tags=OPENAPI_TAGS,
+    contact={
+        "name": "local-privacy",
+        "url": "https://github.com/jstjoe/local-privacy",
+    },
+    servers=[
+        {"url": "http://localhost:8000", "description": "Local dev"},
+    ],
 )
 app.include_router(router, prefix="/v1")
+
+
+@app.get("/scalar", include_in_schema=False)
+async def scalar_html():
+    return get_scalar_api_reference(
+        openapi_url=app.openapi_url,
+        title=app.title,
+    )
diff --git a/api/src/opf_api/routes.py b/api/src/opf_api/routes.py
index 6975f4d..3b04876 100644
--- a/api/src/opf_api/routes.py
+++ b/api/src/opf_api/routes.py
@@ -35,6 +35,53 @@
 router = APIRouter()
 
 
+_ERROR_400_EXAMPLE = {
+    "description": "Unknown detector, unknown category, or missing config for the chosen mode.",
+    "content": {
+        "application/json": {
+            "examples": {
+                "unknown_detector": {
+                    "summary": "Unknown detector",
+                    "value": {
+                        "detail": "unknown detector 'foo'; available: ['gliner', 'opf', 'presidio']"
+                    },
+                },
+                "unknown_category": {
+                    "summary": "Unknown canonical category",
+                    "value": {
+                        "detail": "unknown canonical categories: ['FOO']. Valid: ['ACCOUNT', 'ADDRESS', ...]"
+                    },
+                },
+                "label_token_unconfigured": {
+                    "summary": "label_token mode without vault env",
+                    "value": {
+                        "detail": "mode='label_token' requires SKYFLOW_TOKEN_VAULT_URL and SKYFLOW_TOKEN_VAULT_ID env vars to be set"
+                    },
+                },
+            }
+        }
+    },
+}
+
+_ERROR_502_EXAMPLE = {
+    "description": "Detector backend failure or vault call failure.",
+    "content": {
+        "application/json": {
+            "examples": {
+                "detector_failure": {
+                    "summary": "Detector backend errored",
+                    "value": {"detail": "skyflow: upstream 503"},
+                },
+                "vault_failure": {
+                    "summary": "Token vault call failed",
+                    "value": {"detail": "label_token: vault insert failed: 401"},
+                },
+            }
+        }
+    },
+}
+
+
 _VALID_CATEGORIES = set(CANONICAL_LABELS)
 
 
@@ -92,7 +139,20 @@ async def _run_detect(request: Request, body: _DetectInput) -> tuple[str, list[S
     return name, spans
 
 
-@router.post("/detect", response_model=DetectResponse)
+@router.post(
+    "/detect",
+    response_model=DetectResponse,
+    tags=["Detect"],
+    summary="Detect PII spans in text",
+    description=(
+        "Run the chosen detector over `text` and return canonical-labelled spans.\n\n"
+        "No rewriting is performed — call `/v1/sanitize` for that.\n\n"
+        "Filter detector output to a subset of canonical labels with `categories`.\n"
+        "OPF-only: pass `decode_mode` to override the default Viterbi decoding."
+    ),
+    response_description="Detected spans plus per-label counts.",
+    responses={400: _ERROR_400_EXAMPLE, 502: _ERROR_502_EXAMPLE},
+)
 async def detect(request: Request, body: DetectRequest) -> DetectResponse:
     """Detect-only: returns spans, no text rewriting."""
     name, spans = await _run_detect(request, body)
@@ -130,7 +190,34 @@ def _build_label_token_renderer_raising_http(
         raise HTTPException(status_code=502, detail=f"label_token: {e}")
 
 
-@router.post("/sanitize", response_model=SanitizeResponse)
+@router.post(
+    "/sanitize",
+    response_model=SanitizeResponse,
+    tags=["Sanitize"],
+    summary="Detect and rewrite PII spans",
+    description=(
+        "Detect spans, then rewrite each one under the chosen `mode`. Four modes, "
+        "in increasing strength of identity preservation:\n\n"
+        "| `mode` | Looks like | What it preserves |\n"
+        "|---|---|---|\n"
+        "| `redact` | `********` | Nothing — fixed 8-char asterisk run regardless of span length. |\n"
+        "| `label` | `[EMAIL]` | Category only. Default. |\n"
+        "| `label_number` | `[EMAIL_1]` | Identity **within one request** via per-label counter; "
+        "duplicate `(label, text)` reuses its number. |\n"
+        "| `label_token` | `[EMAIL_MGaE1Bo]` | Identity **across requests and detectors** via a "
+        "Skyflow vault. Deterministic — same plaintext maps to the same 7-char token forever. |\n\n"
+        "**Overlapping spans:** the earlier-starting span wins; later overlaps are skipped in "
+        "`sanitized_text` (they still appear in `detected_spans`).\n\n"
+        "**`label_token` requirements:** `SKYFLOW_TOKEN_VAULT_URL`, `SKYFLOW_TOKEN_VAULT_ID`, "
+        "and a bearer (`SKYFLOW_TOKEN_BEARER_TOKEN`, falling back to `SKYFLOW_BEARER_TOKEN`). "
+        "The vault must be configured per the token-vault setup guide — one table with one "
+        "`tok_<label>` column per canonical label, each `DETERMINISTIC_FPT` with regex "
+        "`^[A-Za-z0-9]{7}$`. Spans whose canonical label has no vault column fall back to "
+        "`[LABEL]` for that span only."
+    ),
+    response_description="Sanitized text, the spans that were rewritten, and per-label counts.",
+    responses={400: _ERROR_400_EXAMPLE, 502: _ERROR_502_EXAMPLE},
+)
 async def sanitize(request: Request, body: SanitizeRequest) -> SanitizeResponse:
     """Detect + rewrite the input text under the chosen `mode`.
 
@@ -202,7 +289,19 @@ async def sanitize(request: Request, body: SanitizeRequest) -> SanitizeResponse:
     )
 
 
-@router.get("/detectors", response_model=DetectorsResponse)
+@router.get(
+    "/detectors",
+    response_model=DetectorsResponse,
+    tags=["Meta"],
+    summary="List registered detectors",
+    description=(
+        "Return every detector registered in this deployment plus the canonical categories "
+        "each can produce. `loaded` flips to `true` after first use (or at startup if the "
+        "detector is listed in `EAGER_LOAD`). `proxy=true` means the detector calls an "
+        "external service."
+    ),
+    response_description="Registry snapshot.",
+)
 async def list_detectors(request: Request) -> DetectorsResponse:
     registry: dict[str, DetectorEntry] = request.app.state.registry
     items = [
@@ -219,7 +318,17 @@ async def list_detectors(request: Request) -> DetectorsResponse:
     )
 
 
-@router.get("/health", response_model=HealthResponse)
+@router.get(
+    "/health",
+    response_model=HealthResponse,
+    tags=["Meta"],
+    summary="Liveness probe",
+    description=(
+        "Always returns `200` when the process is up. Does **not** probe detector backends — "
+        "use `/v1/detectors` to inspect which detectors have been loaded."
+    ),
+    response_description="Liveness status plus which detectors are currently loaded.",
+)
 async def health(request: Request) -> HealthResponse:
     registry: dict[str, DetectorEntry] = request.app.state.registry
     loaded = sorted(name for name, e in registry.items() if e.loaded)
diff --git a/api/src/opf_api/schemas.py b/api/src/opf_api/schemas.py
index 38992d3..408e039 100644
--- a/api/src/opf_api/schemas.py
+++ b/api/src/opf_api/schemas.py
@@ -2,7 +2,7 @@
 
 from typing import Literal
 
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, ConfigDict, Field
 
 
 DecodeMode = Literal["viterbi", "argmax"]
@@ -15,103 +15,352 @@
 SanitizeMode = Literal["redact", "label", "label_number", "label_token"]
 
 
+CANONICAL_LABEL_DESCRIPTION = (
+    "Canonical categories to keep. Valid values: PERSON, EMAIL, PHONE, "
+    "ADDRESS, URL, DATE, ACCOUNT, SECRET, USERNAME, DEMOGRAPHIC, "
+    "ORGANIZATION, OCCUPATION, MONEY, VEHICLE, PHYSICAL. "
+    "Omit or set to null to keep all categories the detector produces."
+)
+
+
 class DetectRequest(BaseModel):
-    """Base request for /v1/detect — no text-rewriting fields."""
+    """Base request for `/v1/detect` — no text-rewriting fields."""
+
+    model_config = ConfigDict(
+        json_schema_extra={
+            "examples": [
+                {
+                    "text": "Email joe@example.com about the trip to Elgin, TX.",
+                    "detector": "presidio",
+                    "categories": ["EMAIL"],
+                }
+            ]
+        }
+    )
 
-    text: str
+    text: str = Field(
+        ...,
+        description="Free-form text to scan for PII.",
+        examples=["Email joe@example.com about the trip to Elgin, TX."],
+    )
     detector: str | None = Field(
         default=None,
-        description="Detector name from /v1/detectors. None = use DEFAULT_DETECTOR env.",
+        description=(
+            "Detector name from `GET /v1/detectors`. Omit to use the server's "
+            "`DEFAULT_DETECTOR` (set via env, typically `opf`)."
+        ),
+        examples=["presidio", "opf", "gliner"],
     )
     categories: list[str] | None = Field(
         default=None,
-        description=(
-            "Canonical categories to keep. Valid: PERSON, EMAIL, PHONE, "
-            "ADDRESS, URL, DATE, ACCOUNT, SECRET, USERNAME, DEMOGRAPHIC, "
-            "ORGANIZATION, OCCUPATION, MONEY, VEHICLE, PHYSICAL. None = keep all."
-        ),
+        description=CANONICAL_LABEL_DESCRIPTION,
+        examples=[["EMAIL", "PHONE"]],
     )
     decode_mode: DecodeMode | None = Field(
         default=None,
-        description="OPF-only. Ignored by other detectors.",
+        description=(
+            "OPF-only decode strategy. Ignored by every other detector. "
+            "`viterbi` (default) maximises sequence probability; "
+            "`argmax` picks the most likely label per token independently."
+        ),
+        examples=["viterbi"],
     )
 
 
 class SanitizeRequest(DetectRequest):
-    """Request for /v1/sanitize — DetectRequest plus a `mode` field that
-    picks how detected spans are rewritten."""
+    """Request for `/v1/sanitize` — `DetectRequest` plus a `mode` field that picks
+    how detected spans are rewritten."""
+
+    model_config = ConfigDict(
+        json_schema_extra={
+            "examples": [
+                {
+                    "text": "Email alice@x.com or call +1-415-555-0100.",
+                    "detector": "presidio",
+                    "mode": "label_token",
+                }
+            ]
+        }
+    )
 
     mode: SanitizeMode = Field(
         default="label",
         description=(
+            "How to rewrite each detected span. "
             "`redact` -> `********` (fixed asterisks). "
             "`label` -> `[EMAIL]` (default). "
-            "`label_number` -> `[EMAIL_1]` (per-request counter, duplicates reuse number). "
-            "`label_token` -> `[EMAIL_jRc7QGn]` (deterministic 7-char Skyflow vault token)."
+            "`label_number` -> `[EMAIL_1]` (per-request counter; duplicates reuse the number). "
+            "`label_token` -> `[EMAIL_jRc7QGn]` (deterministic 7-char Skyflow vault token; "
+            "requires `SKYFLOW_TOKEN_VAULT_*` env)."
         ),
+        examples=["label", "label_token"],
     )
 
 
 class SanitizedSpan(BaseModel):
-    label: str
-    raw_label: str
-    start: int
-    end: int
-    text: str
-    replacement: str
+    """One detected span plus the string it was rewritten to in `sanitized_text`."""
+
+    label: str = Field(
+        ...,
+        description="Canonical label for the span (e.g. `EMAIL`, `PERSON`).",
+        examples=["EMAIL"],
+    )
+    raw_label: str = Field(
+        ...,
+        description="Detector's native label before mapping into the canonical taxonomy.",
+        examples=["EMAIL_ADDRESS"],
+    )
+    start: int = Field(..., description="Inclusive character offset in `text`.", examples=[6])
+    end: int = Field(..., description="Exclusive character offset in `text`.", examples=[17])
+    text: str = Field(
+        ..., description="Substring of the original input.", examples=["alice@x.com"]
+    )
+    replacement: str = Field(
+        ...,
+        description="The string this span was rewritten to in `sanitized_text`.",
+        examples=["[EMAIL_MGaE1Bo]"],
+    )
 
 
 class SummaryOut(BaseModel):
-    """Per-response detection summary. `by_label` maps canonical label -> count."""
+    """Per-response detection summary. `by_label` maps canonical label to count."""
 
-    span_count: int
-    by_label: dict[str, int]
+    span_count: int = Field(
+        ..., description="Total number of spans detected.", examples=[2]
+    )
+    by_label: dict[str, int] = Field(
+        ...,
+        description="Count of spans per canonical label.",
+        examples=[{"EMAIL": 1, "PHONE": 1}],
+    )
 
 
 class SanitizeResponse(BaseModel):
-    schema_version: int
-    detector: str
-    mode: SanitizeMode
-    text: str
-    detected_spans: list[SanitizedSpan]
-    sanitized_text: str
+    """Response from `/v1/sanitize`."""
+
+    model_config = ConfigDict(
+        json_schema_extra={
+            "examples": [
+                {
+                    "schema_version": 2,
+                    "detector": "presidio",
+                    "mode": "label_token",
+                    "text": "Email alice@x.com or call +1-415-555-0100.",
+                    "sanitized_text": "Email [EMAIL_MGaE1Bo] or call [PHONE_vRXiWKZ].",
+                    "detected_spans": [
+                        {
+                            "label": "EMAIL",
+                            "raw_label": "EMAIL_ADDRESS",
+                            "start": 6,
+                            "end": 17,
+                            "text": "alice@x.com",
+                            "replacement": "[EMAIL_MGaE1Bo]",
+                        },
+                        {
+                            "label": "PHONE",
+                            "raw_label": "PHONE_NUMBER",
+                            "start": 27,
+                            "end": 42,
+                            "text": "+1-415-555-0100",
+                            "replacement": "[PHONE_vRXiWKZ]",
+                        },
+                    ],
+                    "summary": {"span_count": 2, "by_label": {"EMAIL": 1, "PHONE": 1}},
+                    "warning": None,
+                }
+            ]
+        }
+    )
+
+    schema_version: int = Field(
+        ...,
+        description=(
+            "Payload schema version. Bumps when field names or semantics change. "
+            "Independent of `info.version` in the OpenAPI spec."
+        ),
+        examples=[2],
+    )
+    detector: str = Field(
+        ...,
+        description="Detector that produced the spans.",
+        examples=["presidio"],
+    )
+    mode: SanitizeMode = Field(
+        ..., description="Echo of the request `mode`.", examples=["label_token"]
+    )
+    text: str = Field(
+        ..., description="Echo of the request `text`.", examples=["Email alice@x.com."]
+    )
+    detected_spans: list[SanitizedSpan] = Field(
+        ..., description="Spans detected by the chosen detector, with their replacements."
+    )
+    sanitized_text: str = Field(
+        ...,
+        description=(
+            "`text` with each detected span replaced by its `replacement`. "
+            "Overlapping spans: the earlier-starting span wins; later overlaps are skipped "
+            "here (they still appear in `detected_spans`)."
+        ),
+        examples=["Email [EMAIL_MGaE1Bo]."],
+    )
     summary: SummaryOut
-    warning: str | None = None
+    warning: str | None = Field(
+        default=None,
+        description="Non-fatal warning surfaced by the detector backend, if any.",
+    )
 
 
 class SpanOut(BaseModel):
-    """Plain span for /v1/detect — no replacement text."""
+    """Plain span for `/v1/detect` — no replacement text."""
 
-    label: str
-    raw_label: str
-    start: int
-    end: int
-    text: str
+    label: str = Field(..., description="Canonical label.", examples=["EMAIL"])
+    raw_label: str = Field(
+        ...,
+        description="Detector's native label before mapping into the canonical taxonomy.",
+        examples=["EMAIL_ADDRESS"],
+    )
+    start: int = Field(..., description="Inclusive character offset in `text`.", examples=[6])
+    end: int = Field(..., description="Exclusive character offset in `text`.", examples=[21])
+    text: str = Field(
+        ..., description="Substring of the original input.", examples=["joe@example.com"]
+    )
 
 
 class DetectResponse(BaseModel):
-    schema_version: int
-    detector: str
-    text: str
-    detected_spans: list[SpanOut]
+    """Response from `/v1/detect`."""
+
+    model_config = ConfigDict(
+        json_schema_extra={
+            "examples": [
+                {
+                    "schema_version": 2,
+                    "detector": "presidio",
+                    "text": "Email joe@example.com about the trip to Elgin, TX.",
+                    "detected_spans": [
+                        {
+                            "label": "EMAIL",
+                            "raw_label": "EMAIL_ADDRESS",
+                            "start": 6,
+                            "end": 21,
+                            "text": "joe@example.com",
+                        }
+                    ],
+                    "summary": {"span_count": 1, "by_label": {"EMAIL": 1}},
+                    "warning": None,
+                }
+            ]
+        }
+    )
+
+    schema_version: int = Field(
+        ...,
+        description="Payload schema version. Independent of the OpenAPI `info.version`.",
+        examples=[2],
+    )
+    detector: str = Field(..., description="Detector that produced the spans.")
+    text: str = Field(..., description="Echo of the request `text`.")
+    detected_spans: list[SpanOut] = Field(
+        ..., description="Spans detected by the chosen detector."
+    )
     summary: SummaryOut
-    warning: str | None = None
+    warning: str | None = Field(
+        default=None,
+        description="Non-fatal warning surfaced by the detector backend, if any.",
+    )
 
 
 class DetectorInfo(BaseModel):
-    name: str
-    categories: list[str]
-    loaded: bool
-    proxy: bool
+    """One row in the detector registry."""
+
+    name: str = Field(..., description="Registry key.", examples=["opf"])
+    categories: list[str] = Field(
+        ...,
+        description="Canonical categories this detector can produce.",
+        examples=[["PERSON", "EMAIL", "PHONE"]],
+    )
+    loaded: bool = Field(
+        ...,
+        description=(
+            "`true` once the detector has been initialised. Flips on first use, "
+            "or at startup if listed in `EAGER_LOAD`."
+        ),
+        examples=[True],
+    )
+    proxy: bool = Field(
+        ...,
+        description="`true` if the detector calls an external service (e.g. Skyflow).",
+        examples=[False],
+    )
 
 
 class DetectorsResponse(BaseModel):
-    default: str
+    """Response from `/v1/detectors`."""
+
+    model_config = ConfigDict(
+        json_schema_extra={
+            "examples": [
+                {
+                    "default": "opf",
+                    "detectors": [
+                        {
+                            "name": "gliner",
+                            "categories": ["PERSON", "EMAIL"],
+                            "loaded": False,
+                            "proxy": False,
+                        },
+                        {
+                            "name": "opf",
+                            "categories": ["PERSON", "EMAIL", "PHONE"],
+                            "loaded": True,
+                            "proxy": False,
+                        },
+                        {
+                            "name": "skyflow",
+                            "categories": ["PERSON", "EMAIL"],
+                            "loaded": False,
+                            "proxy": True,
+                        },
+                    ],
+                }
+            ]
+        }
+    )
+
+    default: str = Field(
+        ...,
+        description="Detector used when a request omits the `detector` field.",
+        examples=["opf"],
+    )
     detectors: list[DetectorInfo]
 
 
 class HealthResponse(BaseModel):
-    status: Literal["ok"]
-    default_detector: str
-    loaded_detectors: list[str]
-    schema_version: int
+    """Response from `/v1/health`."""
+
+    model_config = ConfigDict(
+        json_schema_extra={
+            "examples": [
+                {
+                    "status": "ok",
+                    "default_detector": "opf",
+                    "loaded_detectors": ["opf"],
+                    "schema_version": 2,
+                }
+            ]
+        }
+    )
+
+    status: Literal["ok"] = Field(..., description="Always `ok` when this endpoint responds.")
+    default_detector: str = Field(
+        ..., description="Detector used when requests omit `detector`.", examples=["opf"]
+    )
+    loaded_detectors: list[str] = Field(
+        ...,
+        description="Names of detectors that have been initialised so far.",
+        examples=[["opf"]],
+    )
+    schema_version: int = Field(
+        ...,
+        description="Payload schema version. Independent of the OpenAPI `info.version`.",
+        examples=[2],
+    )
diff --git a/api/src/opf_api/scripts/__init__.py b/api/src/opf_api/scripts/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/api/src/opf_api/scripts/export_openapi.py b/api/src/opf_api/scripts/export_openapi.py
new file mode 100644
index 0000000..c377264
--- /dev/null
+++ b/api/src/opf_api/scripts/export_openapi.py
@@ -0,0 +1,55 @@
+"""Export the FastAPI OpenAPI spec to JSON and YAML on disk.
+
+Invoke via the `opf-api-export-openapi` console script declared in
+`api/pyproject.toml`. Importing `opf_api.main` is safe: FastAPI's
+`app.openapi()` does not run the `lifespan` context, so the detector
+registry and model weights stay untouched. That keeps this script cheap
+enough to run in CI freshness checks and in the Pages deploy job.
+"""
+
+from __future__ import annotations
+
+import argparse
+import json
+from pathlib import Path
+
+import yaml
+
+from opf_api.main import app
+
+
+def _write_json(path: Path, spec: dict) -> None:
+    path.write_text(
+        json.dumps(spec, indent=2, sort_keys=True) + "\n",
+        encoding="utf-8",
+    )
+
+
+def _write_yaml(path: Path, spec: dict) -> None:
+    path.write_text(
+        yaml.safe_dump(spec, sort_keys=False, default_flow_style=False, allow_unicode=True),
+        encoding="utf-8",
+    )
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument(
+        "--out",
+        default="docs/api",
+        help="Output directory for openapi.json and openapi.yaml (default: docs/api)",
+    )
+    args = parser.parse_args()
+
+    out_dir = Path(args.out).resolve()
+    out_dir.mkdir(parents=True, exist_ok=True)
+
+    spec = app.openapi()
+    _write_json(out_dir / "openapi.json", spec)
+    _write_yaml(out_dir / "openapi.yaml", spec)
+    print(f"wrote {out_dir / 'openapi.json'}")
+    print(f"wrote {out_dir / 'openapi.yaml'}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/detect.openapi.json b/detect.openapi.json
deleted file mode 100644
index af7f435..0000000
--- a/detect.openapi.json
+++ /dev/null
@@ -1,5301 +0,0 @@
-{
-  "openapi": "3.0.3",
-  "info": {
-    "title": "Detect API",
-    "description": "**Note:** This API is in beta and subject to change.\n\nThis API detects and de-identifies sensitive data in the specified content.\n\nThe Detect API is available from two base URIs. *identifier* is the identifier in your vault's URL.\n\n- **Sandbox:** https://*identifier*.vault.skyflowapis-preview.com\n- **Production:** https://*identifier*.vault.skyflowapis.com\n\nThe user or service account calling the Detect API must have Detect Invoker or Vault Owner permissions for the specified vault.\n\nWhen you make an API call, you need to add an *Authorization* header:\n\n| Header | Value | Example |\n| --- | --- | --- |\n| Authorization | A Bearer Token. See [API Authentication](/docs/fundamentals/api-authentication). | `Authorization: Bearer eyJhbGciOiJSUzI...1NiIsJdfPA` |",
-    "license": {
-      "name": "Proprietary",
-      "url": "https://docs.skyflow.com"
-    },
-    "version": "2026.04"
-  },
-  "servers": [
-    {
-      "url": "https://{identifier}.vault.skyflowapis.com",
-      "description": "Production",
-      "variables": {
-        "identifier": {
-          "default": "{{vault_uri}}",
-          "description": "The unique identifier for the vault."
-        }
-      }
-    },
-    {
-      "url": "https://{identifier}.vault.skyflowapis-preview.com",
-      "description": "Sandbox",
-      "variables": {
-        "identifier": {
-          "default": "{{vault_uri}}",
-          "description": "The unique identifier for the vault."
-        }
-      }
-    }
-  ],
-  "externalDocs": {
-    "description": "Guides, tutorials, and references for using Skyflow.",
-    "url": "https://docs.skyflow.com/"
-  },
-  "paths": {
-    "/v1/detect/deidentify/file": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify File",
-        "description": "De-identifies sensitive data from a file. This operation includes options applicable to all supported file types.<br/><br/>For more specific options, see the category-specific operations (like <a href='#deidentify_document'>De-identify Document</a>) and the file type-specific opertions (like <a href='#deidentify_pdf'>De-identify PDF</a>).",
-        "operationId": "deidentify_file",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileRequest_deidentify_file"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/file/audio": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify Audio",
-        "description": "De-identifies sensitive data from an audio file. This operation includes options applicable to all supported audio file types.<br/><br/>For broader file type support, see <a href='#deidentify_file'>De-identify File</a>.",
-        "operationId": "deidentify_audio",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileAudioRequest_deidentify_audio"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/file/document": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify Document",
-        "description": "De-identifies sensitive data from a document file. This operation includes options applicable to all supported document file types.<br/><br/>For more specific options, see the file type-specific opertions (like <a href='#deidentify_pdf'>De-identify PDF</a>) where they're available. For broader file type support, see <a href='#deidentify_file'>De-identify File</a>.",
-        "operationId": "deidentify_document",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileRequest_deidentify_document"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/file/document/pdf": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify PDF",
-        "description": "De-identifies sensitive data from a PDF file. This operation includes options specific to PDF files.<br/><br/>For broader file type support, see <a href='#deidentify_document'>De-identify Document</a> and <a href='#deidentify_file'>De-identify File</a>.",
-        "operationId": "deidentify_pdf",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileDocumentPdfRequest_deidentify_pdf"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/file/image": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify Image",
-        "description": "De-identifies sensitive data from an image file. This operation includes options applicable to all supported image file types.<br/><br/>For broader file type support, see <a href='#deidentify_file'>De-identify File</a>.",
-        "operationId": "deidentify_image",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileImageRequest_deidentify_image"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/file/presentation": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify Presentation",
-        "description": "De-identifies sensitive data from a presentation file. This operation includes options applicable to all supported presentation file types.<br/><br/>For broader file type support, see <a href='#deidentify_file'>De-identify File</a>.",
-        "operationId": "deidentify_presentation",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileRequest_deidentify_presentation"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/file/spreadsheet": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify Spreadsheet",
-        "description": "De-identifies sensitive data from a spreadsheet file. This operation includes options applicable to all supported spreadsheet file types.<br/><br/>For broader file type support, see <a href='#deidentify_file'>De-identify File</a>.",
-        "operationId": "deidentify_spreadsheet",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileRequest_deidentify_spreadsheet"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/file/structured_text": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify Structured Text",
-        "description": "De-identifies sensitive data from a structured text file. This operation includes options applicable to all supported structured text file types.<br/><br/>For broader file type support, see <a href='#deidentify_file'>De-identify File</a>.",
-        "operationId": "deidentify_structured_text",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileRequest_deidentify_structured_text"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/file/text": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "De-identify Text",
-        "description": "De-identifies sensitive data from a text file. This operation includes options applicable to all supported image text types.<br/><br/>For broader file type support, see <a href='#deidentify_file'>De-identify File</a>.",
-        "operationId": "deidentify_text",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyFileRequest_deidentify_text"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/deidentify/string": {
-      "post": {
-        "tags": [
-          "Strings"
-        ],
-        "summary": "De-identify String",
-        "description": "De-identifies sensitive data from a string.",
-        "operationId": "deidentify_string",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DeidentifyStringRequest"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DeidentifyStringResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/guardrails": {
-      "post": {
-        "tags": [
-          "Guardrails"
-        ],
-        "summary": "Check Guardrails",
-        "description": "Preserve safety and compliance with usage policies.",
-        "operationId": "check_guardrails",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/DetectGuardrailsRequest"
-              },
-              "examples": {
-                "Placeholders": {
-                  "value": {
-                    "vault_id": "$VAULT_ID",
-                    "text": "I love to play cricket.",
-                    "check_toxicity": true,
-                    "deny_topics": [
-                      "sports"
-                    ]
-                  }
-                }
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DetectGuardrailsResponse"
-                },
-                "examples": {
-                  "Placeholders": {
-                    "value": {
-                      "text": "I love to play cricket.",
-                      "toxic": false,
-                      "denied_topic": true,
-                      "validation": "failed"
-                    }
-                  }
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-examples": [
-          {
-            "name": "Placeholders",
-            "request": {
-              "body": {
-                "vault_id": "$VAULT_ID",
-                "text": "I love to play cricket.",
-                "check_toxicity": true,
-                "deny_topics": [
-                  "sports"
-                ]
-              }
-            },
-            "response": {
-              "200": {
-                "body": {
-                  "text": "I love to play cricket.",
-                  "toxic": false,
-                  "denied_topic": true,
-                  "validation": "failed"
-                }
-              }
-            }
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/reidentify/file": {
-      "post": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "Re-identify File",
-        "description": "Re-identifies tokens in a file.",
-        "operationId": "reidentify_file",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/ReidentifyFileRequest_reidentify_file"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/ReidentifyFileResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/reidentify/string": {
-      "post": {
-        "tags": [
-          "Strings"
-        ],
-        "summary": "Re-identify String",
-        "description": "Re-identifies tokens in a string.",
-        "operationId": "reidentify_string",
-        "requestBody": {
-          "content": {
-            "application/json": {
-              "schema": {
-                "$ref": "#/components/schemas/ReidentifyStringRequest"
-              }
-            }
-          },
-          "required": true
-        },
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/IdentifyResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    },
-    "/v1/detect/runs/{run_id}": {
-      "get": {
-        "tags": [
-          "Files"
-        ],
-        "summary": "Get Detect Run",
-        "description": "Returns the status of a detect run.",
-        "operationId": "get_run",
-        "parameters": [
-          {
-            "name": "run_id",
-            "in": "path",
-            "required": true,
-            "schema": {
-              "type": "string"
-            }
-          },
-          {
-            "name": "vault_id",
-            "in": "query",
-            "schema": {
-              "type": "string"
-            },
-            "required": true
-          }
-        ],
-        "responses": {
-          "200": {
-            "description": "OK",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/DetectRunsResponse"
-                }
-              }
-            },
-            "headers": {
-              "X-Request-ID": {
-                "$ref": "#/components/headers/x-request-id"
-              }
-            }
-          },
-          "400": {
-            "$ref": "#/components/responses/400"
-          },
-          "401": {
-            "$ref": "#/components/responses/401"
-          },
-          "500": {
-            "$ref": "#/components/responses/500"
-          }
-        },
-        "security": [
-          {
-            "Bearer": []
-          }
-        ],
-        "x-external-query-parameters": [
-          "vault_id"
-        ],
-        "x-required-query-parameters": [
-          "vault_id"
-        ],
-        "x-fern-audiences": [
-          "external"
-        ]
-      }
-    }
-  },
-  "components": {
-    "schemas": {
-      "DeidentifiedFileOutput": {
-        "type": "object",
-        "properties": {
-          "processedFile": {
-            "type": "string",
-            "description": "File content in Base64 format."
-          },
-          "processedFileType": {
-            "enum": [
-              "redacted_audio",
-              "redacted_image",
-              "redacted_transcription",
-              "redacted_file",
-              "redacted_text",
-              "entities",
-              "redacted_transcription_diarize_json"
-            ],
-            "type": "string",
-            "description": "Type of the processed file.",
-            "format": "enum"
-          },
-          "processedFileExtension": {
-            "enum": [
-              "mp3",
-              "wav",
-              "pdf",
-              "txt",
-              "csv",
-              "json",
-              "jpg",
-              "jpeg",
-              "tif",
-              "tiff",
-              "png",
-              "bmp",
-              "xls",
-              "xlsx",
-              "doc",
-              "docx",
-              "ppt",
-              "pptx",
-              "xml",
-              "dcm",
-              "jsonl",
-              "zip",
-              "gif"
-            ],
-            "type": "string",
-            "description": "Extension of the processed file.",
-            "format": "enum"
-          }
-        },
-        "description": "Details of output files. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "DeidentifyFileResponse": {
-        "type": "object",
-        "properties": {
-          "run_id": {
-            "type": "string",
-            "description": "Status URL for the Detect run."
-          }
-        },
-        "description": "Response to deidentify a file."
-      },
-      "DeidentifyStringRequest": {
-        "example": {
-          "text": [
-            "S: 62yo female here for first visit. No concerns today. Her FP (Dr. Benyamin) is retiring soon. Up to date on pap, mammo, labs, BMD. On the waitlist for colonoscopy. Past Medical and Surgical hx: nil. Meds: nil. Allergies: Pn. Family and Social hx: see CPP. O: Temp 35.2;BP 145-73; HR 58. Appears well. A: First visit. P: CPP updated. RTC prn. A007. First visit. Type Name: Clinical Note"
-          ],
-          "vault_id": "f4b3b3b3-3b3b-3b3b-3b3b-3b3b3b3b3b3b"
-        },
-        "required": [
-          "text",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "text": {
-            "type": "string",
-            "description": "Text to de-identify."
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "String Request to deidentify a string."
-      },
-      "DeidentifyStringResponse": {
-        "example": {
-          "word_count": 70,
-          "character_count": 552,
-          "entities": [
-            {
-              "best_label": "NAME",
-              "labels": {
-                "NAME": 0.8016
-              },
-              "location": {
-                "end_index": 1,
-                "end_index_processed": 8,
-                "start_idx": 0,
-                "start_idx_processed": 0
-              },
-              "value": "S",
-              "token": "NAME_1"
-            },
-            {
-              "best_label": "AGE",
-              "labels": {
-                "AGE": 0.9003
-              },
-              "location": {
-                "end_index": 7,
-                "end_index_processed": 17,
-                "start_idx": 3,
-                "start_idx_processed": 10
-              },
-              "value": "62yo",
-              "token": "AGE_1"
-            },
-            {
-              "best_label": "GENDER_SEXUALITY",
-              "labels": {
-                "GENDER_SEXUALITY": 0.9487
-              },
-              "location": {
-                "end_index": 14,
-                "end_index_processed": 38,
-                "start_idx": 8,
-                "start_idx_processed": 18
-              },
-              "value": "female",
-              "token": "GENDER_SEXUALITY_1"
-            },
-            {
-              "best_label": "OCCUPATION",
-              "labels": {
-                "OCCUPATION": 0.6695
-              },
-              "location": {
-                "end_index": 62,
-                "end_index_processed": 98,
-                "start_idx": 60,
-                "start_idx_processed": 84
-              },
-              "value": "FP",
-              "token": "OCCUPATION_1"
-            },
-            {
-              "best_label": "OCCUPATION",
-              "labels": {
-                "OCCUPATION": 0.9102
-              },
-              "location": {
-                "end_index": 66,
-                "end_index_processed": 114,
-                "start_idx": 64,
-                "start_idx_processed": 100
-              },
-              "value": "Dr",
-              "token": "OCCUPATION_2"
-            },
-            {
-              "best_label": "NAME_FAMILY",
-              "labels": {
-                "NAME": 0.9109,
-                "NAME_FAMILY": 0.8204
-              },
-              "location": {
-                "end_index": 76,
-                "end_index_processed": 131,
-                "start_idx": 68,
-                "start_idx_processed": 116
-              },
-              "value": "Benyamin",
-              "token": "NAME_FAMILY_1"
-            },
-            {
-              "best_label": "MEDICAL_PROCESS",
-              "labels": {
-                "MEDICAL_PROCESS": 0.9443
-              },
-              "location": {
-                "end_index": 113,
-                "end_index_processed": 184,
-                "start_idx": 110,
-                "start_idx_processed": 165
-              },
-              "value": "pap",
-              "token": "MEDICAL_PROCESS_1"
-            },
-            {
-              "best_label": "MEDICAL_PROCESS",
-              "labels": {
-                "MEDICAL_PROCESS": 0.9415
-              },
-              "location": {
-                "end_index": 120,
-                "end_index_processed": 205,
-                "start_idx": 115,
-                "start_idx_processed": 186
-              },
-              "value": "mammo",
-              "token": "MEDICAL_PROCESS_2"
-            },
-            {
-              "best_label": "MEDICAL_PROCESS",
-              "labels": {
-                "MEDICAL_PROCESS": 0.9361
-              },
-              "location": {
-                "end_index": 126,
-                "end_index_processed": 226,
-                "start_idx": 122,
-                "start_idx_processed": 207
-              },
-              "value": "labs",
-              "token": "MEDICAL_PROCESS_3"
-            },
-            {
-              "best_label": "MEDICAL_PROCESS",
-              "labels": {
-                "MEDICAL_PROCESS": 0.9304
-              },
-              "location": {
-                "end_index": 131,
-                "end_index_processed": 247,
-                "start_idx": 128,
-                "start_idx_processed": 228
-              },
-              "value": "BMD",
-              "token": "MEDICAL_PROCESS_4"
-            },
-            {
-              "best_label": "MEDICAL_PROCESS",
-              "labels": {
-                "MEDICAL_PROCESS": 0.9374
-              },
-              "location": {
-                "end_index": 164,
-                "end_index_processed": 288,
-                "start_idx": 153,
-                "start_idx_processed": 269
-              },
-              "value": "colonoscopy",
-              "token": "MEDICAL_PROCESS_5"
-            },
-            {
-              "best_label": "MEDICAL_PROCESS",
-              "labels": {
-                "MEDICAL_PROCESS": 0.5688
-              },
-              "location": {
-                "end_index": 178,
-                "end_index_processed": 314,
-                "start_idx": 171,
-                "start_idx_processed": 295
-              },
-              "value": "Medical",
-              "token": "MEDICAL_PROCESS_6"
-            },
-            {
-              "best_label": "MEDICAL_PROCESS",
-              "labels": {
-                "MEDICAL_PROCESS": 0.5271
-              },
-              "location": {
-                "end_index": 194,
-                "end_index_processed": 338,
-                "start_idx": 183,
-                "start_idx_processed": 319
-              },
-              "value": "Surgical hx",
-              "token": "MEDICAL_PROCESS_7"
-            },
-            {
-              "best_label": "CONDITION",
-              "labels": {
-                "CONDITION": 0.9266
-              },
-              "location": {
-                "end_index": 221,
-                "end_index_processed": 369,
-                "start_idx": 212,
-                "start_idx_processed": 356
-              },
-              "value": "Allergies",
-              "token": "CONDITION_1"
-            },
-            {
-              "best_label": "HEALTHCARE_NUMBER",
-              "labels": {
-                "HEALTHCARE_NUMBER": 0.7927
-              },
-              "location": {
-                "end_index": 348,
-                "end_index_processed": 513,
-                "start_idx": 344,
-                "start_idx_processed": 492
-              },
-              "value": "A007",
-              "token": "HEALTHCARE_NUMBER_1"
-            }
-          ],
-          "processed_text": "[NAME_1]: [AGE_1] [GENDER_SEXUALITY_1] here for first visit. No concerns today. Her [OCCUPATION_1] ([OCCUPATION_2]. [NAME_FAMILY_1]) is retiring soon. Up to date on [MEDICAL_PROCESS_1], [MEDICAL_PROCESS_2], [MEDICAL_PROCESS_3], [MEDICAL_PROCESS_4]. On the waitlist for [MEDICAL_PROCESS_5]. Past [MEDICAL_PROCESS_6] and [MEDICAL_PROCESS_7]: nil. Meds: nil. [CONDITION_1]: Pn. Family and Social hx: see CPP. O: Temp 35.2;BP 145-73; HR 58. Appears well. A: First visit. P: CPP updated. RTC prn. [HEALTHCARE_NUMBER_1]. First visit. Type Name: Clinical Note"
-        },
-        "type": "object",
-        "properties": {
-          "processed_text": {
-            "type": "string",
-            "description": "De-identified text."
-          },
-          "entities": {
-            "type": "array",
-            "items": {
-              "$ref": "#/components/schemas/StringResponseEntities"
-            },
-            "description": "Detected entities."
-          },
-          "word_count": {
-            "type": "integer",
-            "description": "Number of words from the input text.",
-            "format": "int32"
-          },
-          "character_count": {
-            "type": "integer",
-            "description": "Number of characters from the input text.",
-            "format": "int32"
-          }
-        },
-        "description": "Response to deidentify a string."
-      },
-      "DetectGuardrailsRequest": {
-        "required": [
-          "vault_id",
-          "text"
-        ],
-        "type": "object",
-        "properties": {
-          "text": {
-            "maxLength": 500000,
-            "type": "string",
-            "description": "Text to check against guardrails."
-          },
-          "check_toxicity": {
-            "type": "boolean",
-            "default": true,
-            "description": "If `true`, checks for toxicity in the text."
-          },
-          "deny_topics": {
-            "maxItems": 100,
-            "type": "array",
-            "items": {
-              "maxLength": 60,
-              "type": "string"
-            },
-            "description": "List of topics to deny."
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of the vault."
-          }
-        }
-      },
-      "DetectGuardrailsResponse": {
-        "required": [
-          "text",
-          "validation"
-        ],
-        "type": "object",
-        "properties": {
-          "text": {
-            "maxLength": 500000,
-            "type": "string",
-            "description": "Text that was checked against guardrails."
-          },
-          "toxic": {
-            "type": "boolean",
-            "description": "Whether the text is toxic."
-          },
-          "denied_topic": {
-            "type": "boolean",
-            "description": "Whether the text included a denied topic."
-          },
-          "validation": {
-            "enum": [
-              "failed",
-              "passed"
-            ],
-            "type": "string",
-            "description": "Whether the text passed validation.",
-            "format": "enum"
-          }
-        }
-      },
-      "DetectRunsResponse": {
-        "type": "object",
-        "properties": {
-          "status": {
-            "enum": [
-              "UNKNOWN",
-              "FAILED",
-              "SUCCESS",
-              "IN_PROGRESS"
-            ],
-            "type": "string",
-            "description": "Status of the operation.",
-            "format": "enum"
-          },
-          "outputType": {
-            "enum": [
-              "UNKNOWN",
-              "BASE64"
-            ],
-            "type": "string",
-            "description": "Format of the output file.",
-            "format": "enum"
-          },
-          "output": {
-            "type": "array",
-            "items": {
-              "$ref": "#/components/schemas/DeidentifiedFileOutput"
-            },
-            "description": "Details of output files. Files are specified as Base64-encoded data."
-          },
-          "message": {
-            "maxLength": 1000,
-            "type": "string",
-            "description": "Status details about the Detect run."
-          },
-          "size": {
-            "type": "number",
-            "description": "Size of the processed file in kilobytes (KB).",
-            "format": "float"
-          },
-          "wordCharacterCount": {
-            "$ref": "#/components/schemas/WordCharacterCount"
-          },
-          "duration": {
-            "type": "number",
-            "description": "Duration of the processed audio in seconds.",
-            "format": "float"
-          },
-          "pages": {
-            "type": "integer",
-            "description": "Number of pages in the processed PDF.",
-            "format": "int32"
-          },
-          "slides": {
-            "type": "integer",
-            "description": "Number of slides in the processed presentation.",
-            "format": "int32"
-          }
-        },
-        "description": "Response to get the status of a file deidentification request."
-      },
-      "FileData": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "mp3",
-              "wav",
-              "pdf",
-              "txt",
-              "csv",
-              "json",
-              "jpg",
-              "jpeg",
-              "tif",
-              "tiff",
-              "png",
-              "bmp",
-              "xls",
-              "xlsx",
-              "doc",
-              "docx",
-              "ppt",
-              "pptx",
-              "xml",
-              "dcm",
-              "jsonl",
-              "zip",
-              "gif"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "Format": {
-        "type": "object",
-        "properties": {
-          "redacted": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to fully redact."
-          },
-          "masked": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to mask."
-          },
-          "plaintext": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to return in plaintext."
-          }
-        },
-        "description": "Mapping of preferred data formatting options to entity types. Returned values are dependent on the configuration of the vault storing the data and the permissions of the user or account making the request.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "IdentifyResponse": {
-        "required": [
-          "text"
-        ],
-        "type": "object",
-        "properties": {
-          "text": {
-            "type": "string",
-            "description": "Re-identified text."
-          }
-        },
-        "description": "Response after identifying text."
-      },
-      "Locations": {
-        "type": "object",
-        "properties": {
-          "start_index": {
-            "maximum": 1000000000,
-            "type": "integer",
-            "description": "Index of the first character of the string in the original text.",
-            "format": "int32"
-          },
-          "end_index": {
-            "maximum": 1000000000,
-            "type": "integer",
-            "description": "Index of the last character of the string in the original text.",
-            "format": "int32"
-          },
-          "start_index_processed": {
-            "maximum": 1000000000,
-            "type": "integer",
-            "description": "Index of the first character of the string in the processed text.",
-            "format": "int32"
-          },
-          "end_index_processed": {
-            "maximum": 1000000000,
-            "type": "integer",
-            "description": "Index of the last character of the string in the processed text.",
-            "format": "int32"
-          }
-        },
-        "description": "Locations of an entity in the text.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "ReidentifiedFileOutput": {
-        "type": "object",
-        "properties": {
-          "processed_file": {
-            "type": "string",
-            "description": "File content in Base64 format."
-          },
-          "processed_file_type": {
-            "enum": [
-              "reidentified_file"
-            ],
-            "type": "string",
-            "description": "Type of the processed file.",
-            "format": "enum"
-          },
-          "processed_file_extension": {
-            "enum": [
-              "mp3",
-              "wav",
-              "pdf",
-              "txt",
-              "csv",
-              "json",
-              "jpg",
-              "jpeg",
-              "tif",
-              "tiff",
-              "png",
-              "bmp",
-              "xls",
-              "xlsx",
-              "doc",
-              "docx",
-              "ppt",
-              "pptx",
-              "xml",
-              "dcm",
-              "jsonl",
-              "gif"
-            ],
-            "type": "string",
-            "description": "Extension of the processed file.",
-            "format": "enum"
-          }
-        },
-        "description": "Details of output files. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "ReidentifyFileResponse": {
-        "type": "object",
-        "properties": {
-          "status": {
-            "enum": [
-              "UNKNOWN",
-              "FAILED",
-              "SUCCESS",
-              "IN_PROGRESS"
-            ],
-            "type": "string",
-            "description": "Status of the operation.",
-            "format": "enum"
-          },
-          "output_type": {
-            "enum": [
-              "UNKNOWN",
-              "BASE64"
-            ],
-            "type": "string",
-            "description": "Format of the output file.",
-            "format": "enum"
-          },
-          "output": {
-            "$ref": "#/components/schemas/ReidentifiedFileOutput"
-          }
-        },
-        "description": "Response to get the status & response of a file re-identification request."
-      },
-      "ReidentifyStringRequest": {
-        "type": "object",
-        "properties": {
-          "text": {
-            "type": "string",
-            "description": "Text to reidentify."
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of the vault where the entities are stored."
-          },
-          "format": {
-            "$ref": "#/components/schemas/Format"
-          }
-        },
-        "description": "Request to re-identify string."
-      },
-      "ShiftDates": {
-        "type": "object",
-        "properties": {
-          "min_days": {
-            "type": "integer",
-            "description": "Minimum number of days to shift the date by.",
-            "format": "int32"
-          },
-          "max_days": {
-            "type": "integer",
-            "description": "Maximum number of days to shift the date by.",
-            "format": "int32"
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "date",
-                "date_interval",
-                "dob"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 3
-            },
-            "description": "Entity types to shift dates for."
-          }
-        },
-        "description": "Shift dates by a specified number of days.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "StringResponseEntities": {
-        "type": "object",
-        "properties": {
-          "token": {
-            "type": "string",
-            "description": "Processed text of the entity."
-          },
-          "value": {
-            "type": "string",
-            "description": "Original text of the entity."
-          },
-          "location": {
-            "$ref": "#/components/schemas/Locations"
-          },
-          "entity_type": {
-            "type": "string",
-            "description": "Highest-rated label."
-          },
-          "entity_scores": {
-            "type": "object",
-            "additionalProperties": {
-              "maximum": 1,
-              "type": "number"
-            },
-            "description": "Labels and their scores."
-          }
-        },
-        "description": "Detected entities for String"
-      },
-      "TokenTypeMapping": {
-        "type": "object",
-        "properties": {
-          "vault_token": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with vault tokens."
-          },
-          "entity_only": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens."
-          },
-          "entity_unq_counter": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens with unique counters."
-          },
-          "default": {
-            "enum": [
-              "entity_unq_counter",
-              "entity_only",
-              "vault_token"
-            ],
-            "type": "string",
-            "description": "Default token type to generate for detected entities.",
-            "format": "enum"
-          }
-        },
-        "description": "Mapping of token types to detected entities.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "Transformations": {
-        "type": "object",
-        "properties": {
-          "shift_dates": {
-            "$ref": "#/components/schemas/ShiftDates"
-          }
-        },
-        "description": "Transformations to apply to detected entities.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "WordCharacterCount": {
-        "type": "object",
-        "properties": {
-          "wordCount": {
-            "type": "integer",
-            "description": "Number of words in the processed text.",
-            "format": "int32"
-          },
-          "characterCount": {
-            "type": "integer",
-            "description": "Number of characters in the processed text.",
-            "format": "int32"
-          }
-        },
-        "description": "Word and character count of the processed text.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "http_code": {
-        "description": "HTTP status codes. See https://developer.mozilla.org/en-US/docs/Web/HTTP/Status.",
-        "x-visibility": [
-          "external"
-        ],
-        "type": "integer",
-        "format": "int32",
-        "minimum": 100,
-        "maximum": 599
-      },
-      "error_response": {
-        "type": "object",
-        "additionalProperties": false,
-        "required": [
-          "error"
-        ],
-        "properties": {
-          "error": {
-            "type": "object",
-            "additionalProperties": false,
-            "required": [
-              "grpc_code",
-              "http_code",
-              "http_status",
-              "message"
-            ],
-            "properties": {
-              "grpc_code": {
-                "description": "gRPC status codes. See https://grpc.io/docs/guides/status-codes.",
-                "type": "integer",
-                "format": "int32",
-                "minimum": 0,
-                "maximum": 16
-              },
-              "http_code": {
-                "$ref": "#/components/schemas/http_code"
-              },
-              "http_status": {
-                "type": "string",
-                "maxLength": 100
-              },
-              "message": {
-                "type": "string",
-                "maxLength": 1000
-              },
-              "details": {
-                "type": "array",
-                "maxItems": 25,
-                "items": {
-                  "x-visibility": [
-                    "external"
-                  ],
-                  "type": "object",
-                  "additionalProperties": true
-                }
-              }
-            }
-          }
-        }
-      },
-      "FileData_deidentify_audio": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "mp3",
-              "wav"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "FileData_deidentify_document": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "pdf",
-              "doc",
-              "docx"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "FileData_deidentify_image": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "jpg",
-              "jpeg",
-              "tif",
-              "tiff",
-              "png",
-              "bmp",
-              "dcm",
-              "gif"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "FileData_deidentify_pdf": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "pdf"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "FileData_deidentify_presentation": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "ppt",
-              "pptx"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "FileData_deidentify_spreadsheet": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "csv",
-              "xls",
-              "xlsx"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "FileData_deidentify_structured_text": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "json",
-              "xml",
-              "jsonl"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "FileData_deidentify_text": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "txt"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "FileData_reidentify_file": {
-        "required": [
-          "base64",
-          "data_format"
-        ],
-        "type": "object",
-        "properties": {
-          "base64": {
-            "type": "string",
-            "description": "Base64-encoded data of the file."
-          },
-          "data_format": {
-            "enum": [
-              "txt",
-              "csv",
-              "json",
-              "xml",
-              "jsonl"
-            ],
-            "type": "string",
-            "description": "Format of the file.",
-            "format": "enum"
-          },
-          "skyflow_id": {
-            "type": "string",
-            "description": "Skyflow ID of the record that contains the file to act on."
-          }
-        },
-        "description": "File to process. Files are specified as Base64-encoded data.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "TokenTypeMapping_deidentify_audio": {
-        "type": "object",
-        "properties": {
-          "entity_only": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens."
-          },
-          "entity_unq_counter": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens with unique counters."
-          },
-          "default": {
-            "enum": [
-              "entity_unq_counter",
-              "entity_only"
-            ],
-            "type": "string",
-            "description": "Default token type to generate for detected entities.",
-            "format": "enum"
-          }
-        },
-        "description": "Mapping of token types to detected entities.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "TokenTypeMapping_deidentify_document": {
-        "type": "object",
-        "properties": {
-          "entity_only": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens."
-          },
-          "entity_unq_counter": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens with unique counters."
-          },
-          "default": {
-            "enum": [
-              "entity_unq_counter",
-              "entity_only"
-            ],
-            "type": "string",
-            "description": "Default token type to generate for detected entities.",
-            "format": "enum"
-          }
-        },
-        "description": "Mapping of token types to detected entities.",
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-      },
-      "TokenTypeMapping_deidentify_image": {
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-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
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-                "name",
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-                "phone_number",
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-                "gender",
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-                "location_state",
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-                "marital_status",
-                "money",
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-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
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-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
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-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
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-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
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-                "year"
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-              "format": "enum",
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-            "description": "Entity types to replace with entity tokens with unique counters."
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-              "entity_only"
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-            "description": "Default token type to generate for detected entities.",
-            "format": "enum"
-          }
-        },
-        "description": "Mapping of token types to detected entities.",
-        "x-visibility": [
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-        ]
-      },
-      "TokenTypeMapping_deidentify_pdf": {
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-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
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-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
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-                "gender",
-                "language",
-                "location_address",
-                "location_city",
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-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
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-                "origin",
-                "passport_number",
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-                "username",
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-                "routing_number",
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-                "duration",
-                "location_address_street",
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-              "format": "enum",
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-            "description": "Entity types to replace with entity tokens."
-          },
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-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
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-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
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-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
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-                "project",
-                "organization_id",
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-                "year"
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-              "format": "enum",
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-            "description": "Entity types to replace with entity tokens with unique counters."
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-            "type": "string",
-            "description": "Default token type to generate for detected entities.",
-            "format": "enum"
-          }
-        },
-        "description": "Mapping of token types to detected entities.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "TokenTypeMapping_deidentify_presentation": {
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-        "properties": {
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-            "items": {
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-                "credit_card",
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-                "cvv",
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-                "date_interval",
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-                "email_address",
-                "healthcare_number",
-                "ip_address",
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-                "name",
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-                "phone_number",
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-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
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-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
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-                "duration",
-                "location_address_street",
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-                "year"
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-              "format": "enum",
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-            "description": "Entity types to replace with entity tokens."
-          },
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-                "credit_card",
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-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
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-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
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-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
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-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens with unique counters."
-          },
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-              "entity_only"
-            ],
-            "type": "string",
-            "description": "Default token type to generate for detected entities.",
-            "format": "enum"
-          }
-        },
-        "description": "Mapping of token types to detected entities.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "TokenTypeMapping_deidentify_spreadsheet": {
-        "type": "object",
-        "properties": {
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-            "type": "array",
-            "items": {
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-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
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-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
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-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
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-                "sexuality",
-                "effect",
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-                "day",
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-                "year"
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-              "format": "enum",
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-            },
-            "description": "Entity types to replace with vault tokens. Only supported for CSV file types."
-          },
-          "entity_only": {
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-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
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-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
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-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
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-            "description": "Entity types to replace with entity tokens."
-          },
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-                "credit_card",
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-                "cvv",
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-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
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-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens with unique counters."
-          },
-          "default": {
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-              "entity_unq_counter",
-              "entity_only",
-              "vault_token"
-            ],
-            "type": "string",
-            "description": "Default token type to generate for detected entities. `vault_token` is only supported for CSV files.",
-            "format": "enum"
-          }
-        },
-        "description": "Mapping of token types to detected entities.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "TokenTypeMapping_deidentify_file": {
-        "type": "object",
-        "properties": {
-          "vault_token": {
-            "type": "array",
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-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
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-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with vault tokens. Not supported for audio, document, image, presentation, or most spreadsheet file types."
-          },
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-            "type": "array",
-            "items": {
-              "enum": [
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-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens."
-          },
-          "entity_unq_counter": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entity types to replace with entity tokens with unique counters."
-          },
-          "default": {
-            "enum": [
-              "entity_unq_counter",
-              "entity_only",
-              "vault_token"
-            ],
-            "type": "string",
-            "description": "Default token type to generate for detected entities. `vault_token` isn't supported for audio, document, image, presentation, or most spreadsheet file types.",
-            "format": "enum"
-          }
-        },
-        "description": "Mapping of token types to detected entities.",
-        "x-visibility": [
-          "external"
-        ]
-      },
-      "DeidentifyFileAudioRequest_deidentify_audio": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_deidentify_audio"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "output_transcription": {
-            "enum": [
-              "transcription",
-              "medical_transcription",
-              "diarized_transcription",
-              "medical_diarized_transcription"
-            ],
-            "type": "string",
-            "description": "Type of transcription to output.",
-            "format": "enum"
-          },
-          "output_processed_audio": {
-            "type": "boolean",
-            "default": true,
-            "description": "Whether to include the processed audio file in the response."
-          },
-          "bleep_start_padding": {
-            "maximum": 20,
-            "type": "number",
-            "default": 0.5,
-            "description": "Padding added to the beginning of a bleep, in seconds.",
-            "format": "float"
-          },
-          "bleep_stop_padding": {
-            "maximum": 20,
-            "type": "number",
-            "default": 0.2,
-            "description": "Padding added to the end of a bleep, in seconds.",
-            "format": "float"
-          },
-          "bleep_frequency": {
-            "maximum": 20000,
-            "minimum": 20,
-            "type": "integer",
-            "default": 600,
-            "description": "The pitch of the bleep sound, in Hz. The higher the number, the higher the pitch.",
-            "format": "int32"
-          },
-          "bleep_gain": {
-            "minimum": -60,
-            "type": "integer",
-            "default": -3,
-            "description": "Relative loudness of the bleep in dB. Positive values increase its loudness, and negative values decrease it.",
-            "format": "int32"
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping_deidentify_audio"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a audio file."
-      },
-      "DeidentifyFileRequest_deidentify_document": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_deidentify_document"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping_deidentify_document"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a file."
-      },
-      "DeidentifyFileImageRequest_deidentify_image": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_deidentify_image"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "output_processed_image": {
-            "type": "boolean",
-            "description": "If `true`, includes processed image in the output."
-          },
-          "output_ocr_text": {
-            "type": "boolean",
-            "description": "If `true`, includes text detected by OCR in the response."
-          },
-          "masking_method": {
-            "enum": [
-              "blur",
-              "blackbox"
-            ],
-            "type": "string",
-            "description": "Method to mask the entities in the image.",
-            "format": "enum"
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping_deidentify_image"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a image file."
-      },
-      "DeidentifyFileDocumentPdfRequest_deidentify_pdf": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_deidentify_pdf"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "density": {
-            "maximum": 1000,
-            "type": "integer",
-            "default": 200,
-            "description": "Pixel density at which to process the PDF file.",
-            "format": "int32"
-          },
-          "max_resolution": {
-            "maximum": 3000,
-            "minimum": 72,
-            "type": "integer",
-            "default": 3000,
-            "description": "Max resolution at which to process the PDF file.",
-            "format": "int32"
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping_deidentify_pdf"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a pdf file."
-      },
-      "DeidentifyFileRequest_deidentify_presentation": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_deidentify_presentation"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping_deidentify_presentation"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a file."
-      },
-      "DeidentifyFileRequest_deidentify_spreadsheet": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_deidentify_spreadsheet"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping_deidentify_spreadsheet"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a file."
-      },
-      "DeidentifyFileRequest_deidentify_structured_text": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_deidentify_structured_text"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a file."
-      },
-      "DeidentifyFileRequest_deidentify_text": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_deidentify_text"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a file."
-      },
-      "ReidentifyFileRequest_reidentify_file": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData_reidentify_file"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of the vault where the entities are stored."
-          },
-          "format": {
-            "$ref": "#/components/schemas/Format"
-          }
-        },
-        "description": "Request to re-identify file."
-      },
-      "DeidentifyFileRequest_deidentify_file": {
-        "required": [
-          "file",
-          "vault_id"
-        ],
-        "type": "object",
-        "properties": {
-          "file": {
-            "$ref": "#/components/schemas/FileData"
-          },
-          "vault_id": {
-            "type": "string",
-            "description": "ID of a vault that you have Detect Invoker or Vault Owner permissions for."
-          },
-          "entity_types": {
-            "type": "array",
-            "items": {
-              "enum": [
-                "age",
-                "bank_account",
-                "credit_card",
-                "credit_card_expiration",
-                "cvv",
-                "date",
-                "date_interval",
-                "dob",
-                "driver_license",
-                "email_address",
-                "healthcare_number",
-                "ip_address",
-                "location",
-                "name",
-                "numerical_pii",
-                "phone_number",
-                "ssn",
-                "url",
-                "vehicle_id",
-                "medical_code",
-                "name_family",
-                "name_given",
-                "account_number",
-                "event",
-                "filename",
-                "gender",
-                "language",
-                "location_address",
-                "location_city",
-                "location_coordinate",
-                "location_country",
-                "location_state",
-                "location_zip",
-                "marital_status",
-                "money",
-                "name_medical_professional",
-                "occupation",
-                "organization",
-                "organization_medical_facility",
-                "origin",
-                "passport_number",
-                "password",
-                "physical_attribute",
-                "political_affiliation",
-                "religion",
-                "time",
-                "username",
-                "zodiac_sign",
-                "blood_type",
-                "condition",
-                "dose",
-                "drug",
-                "injury",
-                "medical_process",
-                "statistics",
-                "routing_number",
-                "corporate_action",
-                "financial_metric",
-                "product",
-                "trend",
-                "duration",
-                "location_address_street",
-                "all",
-                "sexuality",
-                "effect",
-                "project",
-                "organization_id",
-                "day",
-                "month",
-                "year"
-              ],
-              "type": "string",
-              "format": "enum",
-              "maxLength": 70
-            },
-            "description": "Entities to detect and de-identify."
-          },
-          "token_type": {
-            "$ref": "#/components/schemas/TokenTypeMapping_deidentify_file"
-          },
-          "allow_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to display in plaintext. Entities appear in plaintext if an expression matches either the entirety of a detected entity or a substring of it. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext."
-          },
-          "restrict_regex": {
-            "type": "array",
-            "items": {
-              "type": "string"
-            },
-            "description": "Regular expressions to replace with '[RESTRICTED]'. Expressions must match the entirety of a detected entity, not just a substring, for the entity to be restricted. Expressions don't match across entity boundaries. If a string or entity matches both `allow_regex` and `restrict_regex`, the entity is displayed in plaintext. If a string is detected as an entity and a `restrict_regex` pattern matches the entire detected entity, the entity is replaced with '[RESTRICTED]'. If a string is detected as an entity but a `restrict_regex` pattern only matches a substring of it, the `restrict_regex` pattern is ignored, and the entity is processed according to the specified tokenization and transformation settings."
-          },
-          "transformations": {
-            "$ref": "#/components/schemas/Transformations"
-          },
-          "configuration_id": {
-            "type": "string",
-            "description": "ID of the Detect configuration to use for de-identification. Can't be specified with fields other than `vault_id`, `text`, and `file`."
-          }
-        },
-        "description": "Request to deidentify a file."
-      }
-    },
-    "securitySchemes": {
-      "Bearer": {
-        "type": "http",
-        "description": "Access token, prefixed by `Bearer `.",
-        "scheme": "bearer",
-        "bearerFormat": "JWT"
-      }
-    },
-    "headers": {
-      "x-request-id": {
-        "description": "Unique identifier for the request.",
-        "schema": {
-          "type": "string",
-          "minLength": 36,
-          "maxLength": 36
-        },
-        "example": "d4410ea0-1d83-473c-a09a-24c6b03096d4"
-      }
-    },
-    "examples": {
-      "400_response": {
-        "value": {
-          "error": {
-            "grpc_code": 3,
-            "http_code": 400,
-            "http_status": "Bad Request",
-            "message": "The request was invalid or cannot be served. Check the request parameters and try again.",
-            "details": []
-          }
-        }
-      },
-      "401_response": {
-        "value": {
-          "error": {
-            "grpc_code": 16,
-            "http_code": 401,
-            "http_status": "Unauthorized",
-            "message": "The request is unauthorized. Make sure you have a valid access token.",
-            "details": []
-          }
-        }
-      },
-      "500_response": {
-        "value": {
-          "error": {
-            "grpc_code": 13,
-            "http_code": 500,
-            "http_status": "Internal Server Error",
-            "message": "Skyflow services experienced an internal error. Contact Skyflow support with request ID d4410ea0-1d83-473c-a09a-24c6b03096d4 for more information.",
-            "details": []
-          }
-        }
-      }
-    },
-    "responses": {
-      "400": {
-        "description": "Returned when the request is invalid or cannot be served.",
-        "headers": {
-          "X-Request-ID": {
-            "$ref": "#/components/headers/x-request-id"
-          }
-        },
-        "content": {
-          "application/json": {
-            "schema": {
-              "$ref": "#/components/schemas/error_response"
-            },
-            "examples": {
-              "Bad request": {
-                "$ref": "#/components/examples/400_response"
-              }
-            }
-          }
-        }
-      },
-      "401": {
-        "description": "Returned when the request is unauthorized.",
-        "headers": {
-          "X-Request-ID": {
-            "$ref": "#/components/headers/x-request-id"
-          }
-        },
-        "content": {
-          "application/json": {
-            "schema": {
-              "$ref": "#/components/schemas/error_response"
-            },
-            "examples": {
-              "Unauthorized": {
-                "$ref": "#/components/examples/401_response"
-              }
-            }
-          }
-        }
-      },
-      "500": {
-        "description": "An unexpected error response.",
-        "headers": {
-          "X-Request-ID": {
-            "$ref": "#/components/headers/x-request-id"
-          }
-        },
-        "content": {
-          "application/json": {
-            "schema": {
-              "$ref": "#/components/schemas/error_response"
-            },
-            "examples": {
-              "Internal server error": {
-                "$ref": "#/components/examples/500_response"
-              }
-            }
-          }
-        }
-      }
-    }
-  }
-}
\ No newline at end of file
diff --git a/docs/api/openapi.json b/docs/api/openapi.json
new file mode 100644
index 0000000..c18fd01
--- /dev/null
+++ b/docs/api/openapi.json
@@ -0,0 +1,1015 @@
+{
+  "components": {
+    "schemas": {
+      "DetectRequest": {
+        "description": "Base request for `/v1/detect` \u2014 no text-rewriting fields.",
+        "examples": [
+          {
+            "categories": [
+              "EMAIL"
+            ],
+            "detector": "presidio",
+            "text": "Email joe@example.com about the trip to Elgin, TX."
+          }
+        ],
+        "properties": {
+          "categories": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Canonical categories to keep. Valid values: PERSON, EMAIL, PHONE, ADDRESS, URL, DATE, ACCOUNT, SECRET, USERNAME, DEMOGRAPHIC, ORGANIZATION, OCCUPATION, MONEY, VEHICLE, PHYSICAL. Omit or set to null to keep all categories the detector produces.",
+            "examples": [
+              [
+                "EMAIL",
+                "PHONE"
+              ]
+            ],
+            "title": "Categories"
+          },
+          "decode_mode": {
+            "anyOf": [
+              {
+                "enum": [
+                  "viterbi",
+                  "argmax"
+                ],
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "OPF-only decode strategy. Ignored by every other detector. `viterbi` (default) maximises sequence probability; `argmax` picks the most likely label per token independently.",
+            "examples": [
+              "viterbi"
+            ],
+            "title": "Decode Mode"
+          },
+          "detector": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Detector name from `GET /v1/detectors`. Omit to use the server's `DEFAULT_DETECTOR` (set via env, typically `opf`).",
+            "examples": [
+              "presidio",
+              "opf",
+              "gliner"
+            ],
+            "title": "Detector"
+          },
+          "text": {
+            "description": "Free-form text to scan for PII.",
+            "examples": [
+              "Email joe@example.com about the trip to Elgin, TX."
+            ],
+            "title": "Text",
+            "type": "string"
+          }
+        },
+        "required": [
+          "text"
+        ],
+        "title": "DetectRequest",
+        "type": "object"
+      },
+      "DetectResponse": {
+        "description": "Response from `/v1/detect`.",
+        "examples": [
+          {
+            "detected_spans": [
+              {
+                "end": 21,
+                "label": "EMAIL",
+                "raw_label": "EMAIL_ADDRESS",
+                "start": 6,
+                "text": "joe@example.com"
+              }
+            ],
+            "detector": "presidio",
+            "schema_version": 2,
+            "summary": {
+              "by_label": {
+                "EMAIL": 1
+              },
+              "span_count": 1
+            },
+            "text": "Email joe@example.com about the trip to Elgin, TX."
+          }
+        ],
+        "properties": {
+          "detected_spans": {
+            "description": "Spans detected by the chosen detector.",
+            "items": {
+              "$ref": "#/components/schemas/SpanOut"
+            },
+            "title": "Detected Spans",
+            "type": "array"
+          },
+          "detector": {
+            "description": "Detector that produced the spans.",
+            "title": "Detector",
+            "type": "string"
+          },
+          "schema_version": {
+            "description": "Payload schema version. Independent of the OpenAPI `info.version`.",
+            "examples": [
+              2
+            ],
+            "title": "Schema Version",
+            "type": "integer"
+          },
+          "summary": {
+            "$ref": "#/components/schemas/SummaryOut"
+          },
+          "text": {
+            "description": "Echo of the request `text`.",
+            "title": "Text",
+            "type": "string"
+          },
+          "warning": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Non-fatal warning surfaced by the detector backend, if any.",
+            "title": "Warning"
+          }
+        },
+        "required": [
+          "schema_version",
+          "detector",
+          "text",
+          "detected_spans",
+          "summary"
+        ],
+        "title": "DetectResponse",
+        "type": "object"
+      },
+      "DetectorInfo": {
+        "description": "One row in the detector registry.",
+        "properties": {
+          "categories": {
+            "description": "Canonical categories this detector can produce.",
+            "examples": [
+              [
+                "PERSON",
+                "EMAIL",
+                "PHONE"
+              ]
+            ],
+            "items": {
+              "type": "string"
+            },
+            "title": "Categories",
+            "type": "array"
+          },
+          "loaded": {
+            "description": "`true` once the detector has been initialised. Flips on first use, or at startup if listed in `EAGER_LOAD`.",
+            "examples": [
+              true
+            ],
+            "title": "Loaded",
+            "type": "boolean"
+          },
+          "name": {
+            "description": "Registry key.",
+            "examples": [
+              "opf"
+            ],
+            "title": "Name",
+            "type": "string"
+          },
+          "proxy": {
+            "description": "`true` if the detector calls an external service (e.g. Skyflow).",
+            "examples": [
+              false
+            ],
+            "title": "Proxy",
+            "type": "boolean"
+          }
+        },
+        "required": [
+          "name",
+          "categories",
+          "loaded",
+          "proxy"
+        ],
+        "title": "DetectorInfo",
+        "type": "object"
+      },
+      "DetectorsResponse": {
+        "description": "Response from `/v1/detectors`.",
+        "examples": [
+          {
+            "default": "opf",
+            "detectors": [
+              {
+                "categories": [
+                  "PERSON",
+                  "EMAIL"
+                ],
+                "loaded": false,
+                "name": "gliner",
+                "proxy": false
+              },
+              {
+                "categories": [
+                  "PERSON",
+                  "EMAIL",
+                  "PHONE"
+                ],
+                "loaded": true,
+                "name": "opf",
+                "proxy": false
+              },
+              {
+                "categories": [
+                  "PERSON",
+                  "EMAIL"
+                ],
+                "loaded": false,
+                "name": "skyflow",
+                "proxy": true
+              }
+            ]
+          }
+        ],
+        "properties": {
+          "default": {
+            "description": "Detector used when a request omits the `detector` field.",
+            "examples": [
+              "opf"
+            ],
+            "title": "Default",
+            "type": "string"
+          },
+          "detectors": {
+            "items": {
+              "$ref": "#/components/schemas/DetectorInfo"
+            },
+            "title": "Detectors",
+            "type": "array"
+          }
+        },
+        "required": [
+          "default",
+          "detectors"
+        ],
+        "title": "DetectorsResponse",
+        "type": "object"
+      },
+      "HTTPValidationError": {
+        "properties": {
+          "detail": {
+            "items": {
+              "$ref": "#/components/schemas/ValidationError"
+            },
+            "title": "Detail",
+            "type": "array"
+          }
+        },
+        "title": "HTTPValidationError",
+        "type": "object"
+      },
+      "HealthResponse": {
+        "description": "Response from `/v1/health`.",
+        "examples": [
+          {
+            "default_detector": "opf",
+            "loaded_detectors": [
+              "opf"
+            ],
+            "schema_version": 2,
+            "status": "ok"
+          }
+        ],
+        "properties": {
+          "default_detector": {
+            "description": "Detector used when requests omit `detector`.",
+            "examples": [
+              "opf"
+            ],
+            "title": "Default Detector",
+            "type": "string"
+          },
+          "loaded_detectors": {
+            "description": "Names of detectors that have been initialised so far.",
+            "examples": [
+              [
+                "opf"
+              ]
+            ],
+            "items": {
+              "type": "string"
+            },
+            "title": "Loaded Detectors",
+            "type": "array"
+          },
+          "schema_version": {
+            "description": "Payload schema version. Independent of the OpenAPI `info.version`.",
+            "examples": [
+              2
+            ],
+            "title": "Schema Version",
+            "type": "integer"
+          },
+          "status": {
+            "const": "ok",
+            "description": "Always `ok` when this endpoint responds.",
+            "title": "Status",
+            "type": "string"
+          }
+        },
+        "required": [
+          "status",
+          "default_detector",
+          "loaded_detectors",
+          "schema_version"
+        ],
+        "title": "HealthResponse",
+        "type": "object"
+      },
+      "SanitizeRequest": {
+        "description": "Request for `/v1/sanitize` \u2014 `DetectRequest` plus a `mode` field that picks\nhow detected spans are rewritten.",
+        "examples": [
+          {
+            "detector": "presidio",
+            "mode": "label_token",
+            "text": "Email alice@x.com or call +1-415-555-0100."
+          }
+        ],
+        "properties": {
+          "categories": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "string"
+                },
+                "type": "array"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Canonical categories to keep. Valid values: PERSON, EMAIL, PHONE, ADDRESS, URL, DATE, ACCOUNT, SECRET, USERNAME, DEMOGRAPHIC, ORGANIZATION, OCCUPATION, MONEY, VEHICLE, PHYSICAL. Omit or set to null to keep all categories the detector produces.",
+            "examples": [
+              [
+                "EMAIL",
+                "PHONE"
+              ]
+            ],
+            "title": "Categories"
+          },
+          "decode_mode": {
+            "anyOf": [
+              {
+                "enum": [
+                  "viterbi",
+                  "argmax"
+                ],
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "OPF-only decode strategy. Ignored by every other detector. `viterbi` (default) maximises sequence probability; `argmax` picks the most likely label per token independently.",
+            "examples": [
+              "viterbi"
+            ],
+            "title": "Decode Mode"
+          },
+          "detector": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Detector name from `GET /v1/detectors`. Omit to use the server's `DEFAULT_DETECTOR` (set via env, typically `opf`).",
+            "examples": [
+              "presidio",
+              "opf",
+              "gliner"
+            ],
+            "title": "Detector"
+          },
+          "mode": {
+            "default": "label",
+            "description": "How to rewrite each detected span. `redact` -> `********` (fixed asterisks). `label` -> `[EMAIL]` (default). `label_number` -> `[EMAIL_1]` (per-request counter; duplicates reuse the number). `label_token` -> `[EMAIL_jRc7QGn]` (deterministic 7-char Skyflow vault token; requires `SKYFLOW_TOKEN_VAULT_*` env).",
+            "enum": [
+              "redact",
+              "label",
+              "label_number",
+              "label_token"
+            ],
+            "examples": [
+              "label",
+              "label_token"
+            ],
+            "title": "Mode",
+            "type": "string"
+          },
+          "text": {
+            "description": "Free-form text to scan for PII.",
+            "examples": [
+              "Email joe@example.com about the trip to Elgin, TX."
+            ],
+            "title": "Text",
+            "type": "string"
+          }
+        },
+        "required": [
+          "text"
+        ],
+        "title": "SanitizeRequest",
+        "type": "object"
+      },
+      "SanitizeResponse": {
+        "description": "Response from `/v1/sanitize`.",
+        "examples": [
+          {
+            "detected_spans": [
+              {
+                "end": 17,
+                "label": "EMAIL",
+                "raw_label": "EMAIL_ADDRESS",
+                "replacement": "[EMAIL_MGaE1Bo]",
+                "start": 6,
+                "text": "alice@x.com"
+              },
+              {
+                "end": 42,
+                "label": "PHONE",
+                "raw_label": "PHONE_NUMBER",
+                "replacement": "[PHONE_vRXiWKZ]",
+                "start": 27,
+                "text": "+1-415-555-0100"
+              }
+            ],
+            "detector": "presidio",
+            "mode": "label_token",
+            "sanitized_text": "Email [EMAIL_MGaE1Bo] or call [PHONE_vRXiWKZ].",
+            "schema_version": 2,
+            "summary": {
+              "by_label": {
+                "EMAIL": 1,
+                "PHONE": 1
+              },
+              "span_count": 2
+            },
+            "text": "Email alice@x.com or call +1-415-555-0100."
+          }
+        ],
+        "properties": {
+          "detected_spans": {
+            "description": "Spans detected by the chosen detector, with their replacements.",
+            "items": {
+              "$ref": "#/components/schemas/SanitizedSpan"
+            },
+            "title": "Detected Spans",
+            "type": "array"
+          },
+          "detector": {
+            "description": "Detector that produced the spans.",
+            "examples": [
+              "presidio"
+            ],
+            "title": "Detector",
+            "type": "string"
+          },
+          "mode": {
+            "description": "Echo of the request `mode`.",
+            "enum": [
+              "redact",
+              "label",
+              "label_number",
+              "label_token"
+            ],
+            "examples": [
+              "label_token"
+            ],
+            "title": "Mode",
+            "type": "string"
+          },
+          "sanitized_text": {
+            "description": "`text` with each detected span replaced by its `replacement`. Overlapping spans: the earlier-starting span wins; later overlaps are skipped here (they still appear in `detected_spans`).",
+            "examples": [
+              "Email [EMAIL_MGaE1Bo]."
+            ],
+            "title": "Sanitized Text",
+            "type": "string"
+          },
+          "schema_version": {
+            "description": "Payload schema version. Bumps when field names or semantics change. Independent of `info.version` in the OpenAPI spec.",
+            "examples": [
+              2
+            ],
+            "title": "Schema Version",
+            "type": "integer"
+          },
+          "summary": {
+            "$ref": "#/components/schemas/SummaryOut"
+          },
+          "text": {
+            "description": "Echo of the request `text`.",
+            "examples": [
+              "Email alice@x.com."
+            ],
+            "title": "Text",
+            "type": "string"
+          },
+          "warning": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "description": "Non-fatal warning surfaced by the detector backend, if any.",
+            "title": "Warning"
+          }
+        },
+        "required": [
+          "schema_version",
+          "detector",
+          "mode",
+          "text",
+          "detected_spans",
+          "sanitized_text",
+          "summary"
+        ],
+        "title": "SanitizeResponse",
+        "type": "object"
+      },
+      "SanitizedSpan": {
+        "description": "One detected span plus the string it was rewritten to in `sanitized_text`.",
+        "properties": {
+          "end": {
+            "description": "Exclusive character offset in `text`.",
+            "examples": [
+              17
+            ],
+            "title": "End",
+            "type": "integer"
+          },
+          "label": {
+            "description": "Canonical label for the span (e.g. `EMAIL`, `PERSON`).",
+            "examples": [
+              "EMAIL"
+            ],
+            "title": "Label",
+            "type": "string"
+          },
+          "raw_label": {
+            "description": "Detector's native label before mapping into the canonical taxonomy.",
+            "examples": [
+              "EMAIL_ADDRESS"
+            ],
+            "title": "Raw Label",
+            "type": "string"
+          },
+          "replacement": {
+            "description": "The string this span was rewritten to in `sanitized_text`.",
+            "examples": [
+              "[EMAIL_MGaE1Bo]"
+            ],
+            "title": "Replacement",
+            "type": "string"
+          },
+          "start": {
+            "description": "Inclusive character offset in `text`.",
+            "examples": [
+              6
+            ],
+            "title": "Start",
+            "type": "integer"
+          },
+          "text": {
+            "description": "Substring of the original input.",
+            "examples": [
+              "alice@x.com"
+            ],
+            "title": "Text",
+            "type": "string"
+          }
+        },
+        "required": [
+          "label",
+          "raw_label",
+          "start",
+          "end",
+          "text",
+          "replacement"
+        ],
+        "title": "SanitizedSpan",
+        "type": "object"
+      },
+      "SpanOut": {
+        "description": "Plain span for `/v1/detect` \u2014 no replacement text.",
+        "properties": {
+          "end": {
+            "description": "Exclusive character offset in `text`.",
+            "examples": [
+              21
+            ],
+            "title": "End",
+            "type": "integer"
+          },
+          "label": {
+            "description": "Canonical label.",
+            "examples": [
+              "EMAIL"
+            ],
+            "title": "Label",
+            "type": "string"
+          },
+          "raw_label": {
+            "description": "Detector's native label before mapping into the canonical taxonomy.",
+            "examples": [
+              "EMAIL_ADDRESS"
+            ],
+            "title": "Raw Label",
+            "type": "string"
+          },
+          "start": {
+            "description": "Inclusive character offset in `text`.",
+            "examples": [
+              6
+            ],
+            "title": "Start",
+            "type": "integer"
+          },
+          "text": {
+            "description": "Substring of the original input.",
+            "examples": [
+              "joe@example.com"
+            ],
+            "title": "Text",
+            "type": "string"
+          }
+        },
+        "required": [
+          "label",
+          "raw_label",
+          "start",
+          "end",
+          "text"
+        ],
+        "title": "SpanOut",
+        "type": "object"
+      },
+      "SummaryOut": {
+        "description": "Per-response detection summary. `by_label` maps canonical label to count.",
+        "properties": {
+          "by_label": {
+            "additionalProperties": {
+              "type": "integer"
+            },
+            "description": "Count of spans per canonical label.",
+            "examples": [
+              {
+                "EMAIL": 1,
+                "PHONE": 1
+              }
+            ],
+            "title": "By Label",
+            "type": "object"
+          },
+          "span_count": {
+            "description": "Total number of spans detected.",
+            "examples": [
+              2
+            ],
+            "title": "Span Count",
+            "type": "integer"
+          }
+        },
+        "required": [
+          "span_count",
+          "by_label"
+        ],
+        "title": "SummaryOut",
+        "type": "object"
+      },
+      "ValidationError": {
+        "properties": {
+          "ctx": {
+            "title": "Context",
+            "type": "object"
+          },
+          "input": {
+            "title": "Input"
+          },
+          "loc": {
+            "items": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "integer"
+                }
+              ]
+            },
+            "title": "Location",
+            "type": "array"
+          },
+          "msg": {
+            "title": "Message",
+            "type": "string"
+          },
+          "type": {
+            "title": "Error Type",
+            "type": "string"
+          }
+        },
+        "required": [
+          "loc",
+          "msg",
+          "type"
+        ],
+        "title": "ValidationError",
+        "type": "object"
+      }
+    }
+  },
+  "info": {
+    "contact": {
+      "name": "local-privacy",
+      "url": "https://github.com/jstjoe/local-privacy"
+    },
+    "description": "Unified PII detection across **OPF**, **GLiNER**, **Presidio**, and **Skyflow**.\nPick a backend with the `detector` field; canonical labels apply uniformly across all of them.\n\n## Endpoints\n\n- `POST /v1/detect` \u2014 return spans only, no text rewriting.\n- `POST /v1/sanitize` \u2014 detect and rewrite spans under one of four modes.\n- `GET /v1/detectors` \u2014 list registered detectors and their category coverage.\n- `GET /v1/health` \u2014 liveness probe; does not exercise detector backends.\n\n## Versioning\n\nTwo version numbers appear in this API. They are independent:\n\n- `info.version` (this spec) \u2014 tracks the OpenAPI contract.\n- `schema_version` (response payload field) \u2014 tracks the request/response payload shape.\n  Currently `2`. Bumps when payload field names or semantics change. Clients should pin on this.\n\n## Canonical labels\n\nEvery detector's raw output maps into a 15-label taxonomy:\n`PERSON`, `EMAIL`, `PHONE`, `ADDRESS`, `URL`, `DATE`, `ACCOUNT`, `SECRET`, `USERNAME`,\n`DEMOGRAPHIC`, `ORGANIZATION`, `OCCUPATION`, `MONEY`, `VEHICLE`, `PHYSICAL`.\nDetectors vary in coverage \u2014 `GET /v1/detectors` reports each detector's category list.\n",
+    "summary": "Unified PII detection across OPF, GLiNER, Presidio, and Skyflow.",
+    "title": "Privacy-detection API",
+    "version": "0.2.0"
+  },
+  "openapi": "3.1.0",
+  "paths": {
+    "/v1/detect": {
+      "post": {
+        "description": "Run the chosen detector over `text` and return canonical-labelled spans.\n\nNo rewriting is performed \u2014 call `/v1/sanitize` for that.\n\nFilter detector output to a subset of canonical labels with `categories`.\nOPF-only: pass `decode_mode` to override the default Viterbi decoding.",
+        "operationId": "detect_v1_detect_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/DetectRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/DetectResponse"
+                }
+              }
+            },
+            "description": "Detected spans plus per-label counts."
+          },
+          "400": {
+            "content": {
+              "application/json": {
+                "examples": {
+                  "label_token_unconfigured": {
+                    "summary": "label_token mode without vault env",
+                    "value": {
+                      "detail": "mode='label_token' requires SKYFLOW_TOKEN_VAULT_URL and SKYFLOW_TOKEN_VAULT_ID env vars to be set"
+                    }
+                  },
+                  "unknown_category": {
+                    "summary": "Unknown canonical category",
+                    "value": {
+                      "detail": "unknown canonical categories: ['FOO']. Valid: ['ACCOUNT', 'ADDRESS', ...]"
+                    }
+                  },
+                  "unknown_detector": {
+                    "summary": "Unknown detector",
+                    "value": {
+                      "detail": "unknown detector 'foo'; available: ['gliner', 'opf', 'presidio']"
+                    }
+                  }
+                }
+              }
+            },
+            "description": "Unknown detector, unknown category, or missing config for the chosen mode."
+          },
+          "422": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            },
+            "description": "Validation Error"
+          },
+          "502": {
+            "content": {
+              "application/json": {
+                "examples": {
+                  "detector_failure": {
+                    "summary": "Detector backend errored",
+                    "value": {
+                      "detail": "skyflow: upstream 503"
+                    }
+                  },
+                  "vault_failure": {
+                    "summary": "Token vault call failed",
+                    "value": {
+                      "detail": "label_token: vault insert failed: 401"
+                    }
+                  }
+                }
+              }
+            },
+            "description": "Detector backend failure or vault call failure."
+          }
+        },
+        "summary": "Detect PII spans in text",
+        "tags": [
+          "Detect"
+        ]
+      }
+    },
+    "/v1/detectors": {
+      "get": {
+        "description": "Return every detector registered in this deployment plus the canonical categories each can produce. `loaded` flips to `true` after first use (or at startup if the detector is listed in `EAGER_LOAD`). `proxy=true` means the detector calls an external service.",
+        "operationId": "list_detectors_v1_detectors_get",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/DetectorsResponse"
+                }
+              }
+            },
+            "description": "Registry snapshot."
+          }
+        },
+        "summary": "List registered detectors",
+        "tags": [
+          "Meta"
+        ]
+      }
+    },
+    "/v1/health": {
+      "get": {
+        "description": "Always returns `200` when the process is up. Does **not** probe detector backends \u2014 use `/v1/detectors` to inspect which detectors have been loaded.",
+        "operationId": "health_v1_health_get",
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HealthResponse"
+                }
+              }
+            },
+            "description": "Liveness status plus which detectors are currently loaded."
+          }
+        },
+        "summary": "Liveness probe",
+        "tags": [
+          "Meta"
+        ]
+      }
+    },
+    "/v1/sanitize": {
+      "post": {
+        "description": "Detect spans, then rewrite each one under the chosen `mode`. Four modes, in increasing strength of identity preservation:\n\n| `mode` | Looks like | What it preserves |\n|---|---|---|\n| `redact` | `********` | Nothing \u2014 fixed 8-char asterisk run regardless of span length. |\n| `label` | `[EMAIL]` | Category only. Default. |\n| `label_number` | `[EMAIL_1]` | Identity **within one request** via per-label counter; duplicate `(label, text)` reuses its number. |\n| `label_token` | `[EMAIL_MGaE1Bo]` | Identity **across requests and detectors** via a Skyflow vault. Deterministic \u2014 same plaintext maps to the same 7-char token forever. |\n\n**Overlapping spans:** the earlier-starting span wins; later overlaps are skipped in `sanitized_text` (they still appear in `detected_spans`).\n\n**`label_token` requirements:** `SKYFLOW_TOKEN_VAULT_URL`, `SKYFLOW_TOKEN_VAULT_ID`, and a bearer (`SKYFLOW_TOKEN_BEARER_TOKEN`, falling back to `SKYFLOW_BEARER_TOKEN`). The vault must be configured per the token-vault setup guide \u2014 one table with one `tok_<label>` column per canonical label, each `DETERMINISTIC_FPT` with regex `^[A-Za-z0-9]{7}$`. Spans whose canonical label has no vault column fall back to `[LABEL]` for that span only.",
+        "operationId": "sanitize_v1_sanitize_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/SanitizeRequest"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/SanitizeResponse"
+                }
+              }
+            },
+            "description": "Sanitized text, the spans that were rewritten, and per-label counts."
+          },
+          "400": {
+            "content": {
+              "application/json": {
+                "examples": {
+                  "label_token_unconfigured": {
+                    "summary": "label_token mode without vault env",
+                    "value": {
+                      "detail": "mode='label_token' requires SKYFLOW_TOKEN_VAULT_URL and SKYFLOW_TOKEN_VAULT_ID env vars to be set"
+                    }
+                  },
+                  "unknown_category": {
+                    "summary": "Unknown canonical category",
+                    "value": {
+                      "detail": "unknown canonical categories: ['FOO']. Valid: ['ACCOUNT', 'ADDRESS', ...]"
+                    }
+                  },
+                  "unknown_detector": {
+                    "summary": "Unknown detector",
+                    "value": {
+                      "detail": "unknown detector 'foo'; available: ['gliner', 'opf', 'presidio']"
+                    }
+                  }
+                }
+              }
+            },
+            "description": "Unknown detector, unknown category, or missing config for the chosen mode."
+          },
+          "422": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            },
+            "description": "Validation Error"
+          },
+          "502": {
+            "content": {
+              "application/json": {
+                "examples": {
+                  "detector_failure": {
+                    "summary": "Detector backend errored",
+                    "value": {
+                      "detail": "skyflow: upstream 503"
+                    }
+                  },
+                  "vault_failure": {
+                    "summary": "Token vault call failed",
+                    "value": {
+                      "detail": "label_token: vault insert failed: 401"
+                    }
+                  }
+                }
+              }
+            },
+            "description": "Detector backend failure or vault call failure."
+          }
+        },
+        "summary": "Detect and rewrite PII spans",
+        "tags": [
+          "Sanitize"
+        ]
+      }
+    }
+  },
+  "servers": [
+    {
+      "description": "Local dev",
+      "url": "http://localhost:8000"
+    }
+  ],
+  "tags": [
+    {
+      "description": "Detection-only endpoint. Returns spans without rewriting the input.",
+      "name": "Detect"
+    },
+    {
+      "description": "Detection plus rewriting under one of four modes: `redact`, `label`, `label_number`, `label_token`.",
+      "name": "Sanitize"
+    },
+    {
+      "description": "Registry and liveness endpoints.",
+      "name": "Meta"
+    }
+  ]
+}
diff --git a/docs/api/openapi.yaml b/docs/api/openapi.yaml
new file mode 100644
index 0000000..619c7ab
--- /dev/null
+++ b/docs/api/openapi.yaml
@@ -0,0 +1,772 @@
+openapi: 3.1.0
+info:
+  title: Privacy-detection API
+  summary: Unified PII detection across OPF, GLiNER, Presidio, and Skyflow.
+  description: "Unified PII detection across **OPF**, **GLiNER**, **Presidio**, and\
+    \ **Skyflow**.\nPick a backend with the `detector` field; canonical labels apply\
+    \ uniformly across all of them.\n\n## Endpoints\n\n- `POST /v1/detect` — return\
+    \ spans only, no text rewriting.\n- `POST /v1/sanitize` — detect and rewrite spans\
+    \ under one of four modes.\n- `GET /v1/detectors` — list registered detectors\
+    \ and their category coverage.\n- `GET /v1/health` — liveness probe; does not\
+    \ exercise detector backends.\n\n## Versioning\n\nTwo version numbers appear in\
+    \ this API. They are independent:\n\n- `info.version` (this spec) — tracks the\
+    \ OpenAPI contract.\n- `schema_version` (response payload field) — tracks the\
+    \ request/response payload shape.\n  Currently `2`. Bumps when payload field names\
+    \ or semantics change. Clients should pin on this.\n\n## Canonical labels\n\n\
+    Every detector's raw output maps into a 15-label taxonomy:\n`PERSON`, `EMAIL`,\
+    \ `PHONE`, `ADDRESS`, `URL`, `DATE`, `ACCOUNT`, `SECRET`, `USERNAME`,\n`DEMOGRAPHIC`,\
+    \ `ORGANIZATION`, `OCCUPATION`, `MONEY`, `VEHICLE`, `PHYSICAL`.\nDetectors vary\
+    \ in coverage — `GET /v1/detectors` reports each detector's category list.\n"
+  contact:
+    name: local-privacy
+    url: https://github.com/jstjoe/local-privacy
+  version: 0.2.0
+servers:
+- url: http://localhost:8000
+  description: Local dev
+paths:
+  /v1/detect:
+    post:
+      tags:
+      - Detect
+      summary: Detect PII spans in text
+      description: 'Run the chosen detector over `text` and return canonical-labelled
+        spans.
+
+
+        No rewriting is performed — call `/v1/sanitize` for that.
+
+
+        Filter detector output to a subset of canonical labels with `categories`.
+
+        OPF-only: pass `decode_mode` to override the default Viterbi decoding.'
+      operationId: detect_v1_detect_post
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/DetectRequest'
+        required: true
+      responses:
+        '200':
+          description: Detected spans plus per-label counts.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DetectResponse'
+        '400':
+          description: Unknown detector, unknown category, or missing config for the
+            chosen mode.
+          content:
+            application/json:
+              examples:
+                unknown_detector:
+                  summary: Unknown detector
+                  value:
+                    detail: 'unknown detector ''foo''; available: [''gliner'', ''opf'',
+                      ''presidio'']'
+                unknown_category:
+                  summary: Unknown canonical category
+                  value:
+                    detail: 'unknown canonical categories: [''FOO'']. Valid: [''ACCOUNT'',
+                      ''ADDRESS'', ...]'
+                label_token_unconfigured:
+                  summary: label_token mode without vault env
+                  value:
+                    detail: mode='label_token' requires SKYFLOW_TOKEN_VAULT_URL and
+                      SKYFLOW_TOKEN_VAULT_ID env vars to be set
+        '502':
+          description: Detector backend failure or vault call failure.
+          content:
+            application/json:
+              examples:
+                detector_failure:
+                  summary: Detector backend errored
+                  value:
+                    detail: 'skyflow: upstream 503'
+                vault_failure:
+                  summary: Token vault call failed
+                  value:
+                    detail: 'label_token: vault insert failed: 401'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /v1/sanitize:
+    post:
+      tags:
+      - Sanitize
+      summary: Detect and rewrite PII spans
+      description: 'Detect spans, then rewrite each one under the chosen `mode`. Four
+        modes, in increasing strength of identity preservation:
+
+
+        | `mode` | Looks like | What it preserves |
+
+        |---|---|---|
+
+        | `redact` | `********` | Nothing — fixed 8-char asterisk run regardless of
+        span length. |
+
+        | `label` | `[EMAIL]` | Category only. Default. |
+
+        | `label_number` | `[EMAIL_1]` | Identity **within one request** via per-label
+        counter; duplicate `(label, text)` reuses its number. |
+
+        | `label_token` | `[EMAIL_MGaE1Bo]` | Identity **across requests and detectors**
+        via a Skyflow vault. Deterministic — same plaintext maps to the same 7-char
+        token forever. |
+
+
+        **Overlapping spans:** the earlier-starting span wins; later overlaps are
+        skipped in `sanitized_text` (they still appear in `detected_spans`).
+
+
+        **`label_token` requirements:** `SKYFLOW_TOKEN_VAULT_URL`, `SKYFLOW_TOKEN_VAULT_ID`,
+        and a bearer (`SKYFLOW_TOKEN_BEARER_TOKEN`, falling back to `SKYFLOW_BEARER_TOKEN`).
+        The vault must be configured per the token-vault setup guide — one table with
+        one `tok_<label>` column per canonical label, each `DETERMINISTIC_FPT` with
+        regex `^[A-Za-z0-9]{7}$`. Spans whose canonical label has no vault column
+        fall back to `[LABEL]` for that span only.'
+      operationId: sanitize_v1_sanitize_post
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/SanitizeRequest'
+        required: true
+      responses:
+        '200':
+          description: Sanitized text, the spans that were rewritten, and per-label
+            counts.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/SanitizeResponse'
+        '400':
+          description: Unknown detector, unknown category, or missing config for the
+            chosen mode.
+          content:
+            application/json:
+              examples:
+                unknown_detector:
+                  summary: Unknown detector
+                  value:
+                    detail: 'unknown detector ''foo''; available: [''gliner'', ''opf'',
+                      ''presidio'']'
+                unknown_category:
+                  summary: Unknown canonical category
+                  value:
+                    detail: 'unknown canonical categories: [''FOO'']. Valid: [''ACCOUNT'',
+                      ''ADDRESS'', ...]'
+                label_token_unconfigured:
+                  summary: label_token mode without vault env
+                  value:
+                    detail: mode='label_token' requires SKYFLOW_TOKEN_VAULT_URL and
+                      SKYFLOW_TOKEN_VAULT_ID env vars to be set
+        '502':
+          description: Detector backend failure or vault call failure.
+          content:
+            application/json:
+              examples:
+                detector_failure:
+                  summary: Detector backend errored
+                  value:
+                    detail: 'skyflow: upstream 503'
+                vault_failure:
+                  summary: Token vault call failed
+                  value:
+                    detail: 'label_token: vault insert failed: 401'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /v1/detectors:
+    get:
+      tags:
+      - Meta
+      summary: List registered detectors
+      description: Return every detector registered in this deployment plus the canonical
+        categories each can produce. `loaded` flips to `true` after first use (or
+        at startup if the detector is listed in `EAGER_LOAD`). `proxy=true` means
+        the detector calls an external service.
+      operationId: list_detectors_v1_detectors_get
+      responses:
+        '200':
+          description: Registry snapshot.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DetectorsResponse'
+  /v1/health:
+    get:
+      tags:
+      - Meta
+      summary: Liveness probe
+      description: Always returns `200` when the process is up. Does **not** probe
+        detector backends — use `/v1/detectors` to inspect which detectors have been
+        loaded.
+      operationId: health_v1_health_get
+      responses:
+        '200':
+          description: Liveness status plus which detectors are currently loaded.
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HealthResponse'
+components:
+  schemas:
+    DetectRequest:
+      properties:
+        text:
+          type: string
+          title: Text
+          description: Free-form text to scan for PII.
+          examples:
+          - Email joe@example.com about the trip to Elgin, TX.
+        detector:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Detector
+          description: Detector name from `GET /v1/detectors`. Omit to use the server's
+            `DEFAULT_DETECTOR` (set via env, typically `opf`).
+          examples:
+          - presidio
+          - opf
+          - gliner
+        categories:
+          anyOf:
+          - items:
+              type: string
+            type: array
+          - type: 'null'
+          title: Categories
+          description: 'Canonical categories to keep. Valid values: PERSON, EMAIL,
+            PHONE, ADDRESS, URL, DATE, ACCOUNT, SECRET, USERNAME, DEMOGRAPHIC, ORGANIZATION,
+            OCCUPATION, MONEY, VEHICLE, PHYSICAL. Omit or set to null to keep all
+            categories the detector produces.'
+          examples:
+          - - EMAIL
+            - PHONE
+        decode_mode:
+          anyOf:
+          - type: string
+            enum:
+            - viterbi
+            - argmax
+          - type: 'null'
+          title: Decode Mode
+          description: OPF-only decode strategy. Ignored by every other detector.
+            `viterbi` (default) maximises sequence probability; `argmax` picks the
+            most likely label per token independently.
+          examples:
+          - viterbi
+      type: object
+      required:
+      - text
+      title: DetectRequest
+      description: Base request for `/v1/detect` — no text-rewriting fields.
+      examples:
+      - categories:
+        - EMAIL
+        detector: presidio
+        text: Email joe@example.com about the trip to Elgin, TX.
+    DetectResponse:
+      properties:
+        schema_version:
+          type: integer
+          title: Schema Version
+          description: Payload schema version. Independent of the OpenAPI `info.version`.
+          examples:
+          - 2
+        detector:
+          type: string
+          title: Detector
+          description: Detector that produced the spans.
+        text:
+          type: string
+          title: Text
+          description: Echo of the request `text`.
+        detected_spans:
+          items:
+            $ref: '#/components/schemas/SpanOut'
+          type: array
+          title: Detected Spans
+          description: Spans detected by the chosen detector.
+        summary:
+          $ref: '#/components/schemas/SummaryOut'
+        warning:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Warning
+          description: Non-fatal warning surfaced by the detector backend, if any.
+      type: object
+      required:
+      - schema_version
+      - detector
+      - text
+      - detected_spans
+      - summary
+      title: DetectResponse
+      description: Response from `/v1/detect`.
+      examples:
+      - detected_spans:
+        - end: 21
+          label: EMAIL
+          raw_label: EMAIL_ADDRESS
+          start: 6
+          text: joe@example.com
+        detector: presidio
+        schema_version: 2
+        summary:
+          by_label:
+            EMAIL: 1
+          span_count: 1
+        text: Email joe@example.com about the trip to Elgin, TX.
+    DetectorInfo:
+      properties:
+        name:
+          type: string
+          title: Name
+          description: Registry key.
+          examples:
+          - opf
+        categories:
+          items:
+            type: string
+          type: array
+          title: Categories
+          description: Canonical categories this detector can produce.
+          examples:
+          - - PERSON
+            - EMAIL
+            - PHONE
+        loaded:
+          type: boolean
+          title: Loaded
+          description: '`true` once the detector has been initialised. Flips on first
+            use, or at startup if listed in `EAGER_LOAD`.'
+          examples:
+          - true
+        proxy:
+          type: boolean
+          title: Proxy
+          description: '`true` if the detector calls an external service (e.g. Skyflow).'
+          examples:
+          - false
+      type: object
+      required:
+      - name
+      - categories
+      - loaded
+      - proxy
+      title: DetectorInfo
+      description: One row in the detector registry.
+    DetectorsResponse:
+      properties:
+        default:
+          type: string
+          title: Default
+          description: Detector used when a request omits the `detector` field.
+          examples:
+          - opf
+        detectors:
+          items:
+            $ref: '#/components/schemas/DetectorInfo'
+          type: array
+          title: Detectors
+      type: object
+      required:
+      - default
+      - detectors
+      title: DetectorsResponse
+      description: Response from `/v1/detectors`.
+      examples:
+      - default: opf
+        detectors:
+        - categories:
+          - PERSON
+          - EMAIL
+          loaded: false
+          name: gliner
+          proxy: false
+        - categories:
+          - PERSON
+          - EMAIL
+          - PHONE
+          loaded: true
+          name: opf
+          proxy: false
+        - categories:
+          - PERSON
+          - EMAIL
+          loaded: false
+          name: skyflow
+          proxy: true
+    HTTPValidationError:
+      properties:
+        detail:
+          items:
+            $ref: '#/components/schemas/ValidationError'
+          type: array
+          title: Detail
+      type: object
+      title: HTTPValidationError
+    HealthResponse:
+      properties:
+        status:
+          type: string
+          const: ok
+          title: Status
+          description: Always `ok` when this endpoint responds.
+        default_detector:
+          type: string
+          title: Default Detector
+          description: Detector used when requests omit `detector`.
+          examples:
+          - opf
+        loaded_detectors:
+          items:
+            type: string
+          type: array
+          title: Loaded Detectors
+          description: Names of detectors that have been initialised so far.
+          examples:
+          - - opf
+        schema_version:
+          type: integer
+          title: Schema Version
+          description: Payload schema version. Independent of the OpenAPI `info.version`.
+          examples:
+          - 2
+      type: object
+      required:
+      - status
+      - default_detector
+      - loaded_detectors
+      - schema_version
+      title: HealthResponse
+      description: Response from `/v1/health`.
+      examples:
+      - default_detector: opf
+        loaded_detectors:
+        - opf
+        schema_version: 2
+        status: ok
+    SanitizeRequest:
+      properties:
+        text:
+          type: string
+          title: Text
+          description: Free-form text to scan for PII.
+          examples:
+          - Email joe@example.com about the trip to Elgin, TX.
+        detector:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Detector
+          description: Detector name from `GET /v1/detectors`. Omit to use the server's
+            `DEFAULT_DETECTOR` (set via env, typically `opf`).
+          examples:
+          - presidio
+          - opf
+          - gliner
+        categories:
+          anyOf:
+          - items:
+              type: string
+            type: array
+          - type: 'null'
+          title: Categories
+          description: 'Canonical categories to keep. Valid values: PERSON, EMAIL,
+            PHONE, ADDRESS, URL, DATE, ACCOUNT, SECRET, USERNAME, DEMOGRAPHIC, ORGANIZATION,
+            OCCUPATION, MONEY, VEHICLE, PHYSICAL. Omit or set to null to keep all
+            categories the detector produces.'
+          examples:
+          - - EMAIL
+            - PHONE
+        decode_mode:
+          anyOf:
+          - type: string
+            enum:
+            - viterbi
+            - argmax
+          - type: 'null'
+          title: Decode Mode
+          description: OPF-only decode strategy. Ignored by every other detector.
+            `viterbi` (default) maximises sequence probability; `argmax` picks the
+            most likely label per token independently.
+          examples:
+          - viterbi
+        mode:
+          type: string
+          enum:
+          - redact
+          - label
+          - label_number
+          - label_token
+          title: Mode
+          description: How to rewrite each detected span. `redact` -> `********` (fixed
+            asterisks). `label` -> `[EMAIL]` (default). `label_number` -> `[EMAIL_1]`
+            (per-request counter; duplicates reuse the number). `label_token` -> `[EMAIL_jRc7QGn]`
+            (deterministic 7-char Skyflow vault token; requires `SKYFLOW_TOKEN_VAULT_*`
+            env).
+          default: label
+          examples:
+          - label
+          - label_token
+      type: object
+      required:
+      - text
+      title: SanitizeRequest
+      description: 'Request for `/v1/sanitize` — `DetectRequest` plus a `mode` field
+        that picks
+
+        how detected spans are rewritten.'
+      examples:
+      - detector: presidio
+        mode: label_token
+        text: Email alice@x.com or call +1-415-555-0100.
+    SanitizeResponse:
+      properties:
+        schema_version:
+          type: integer
+          title: Schema Version
+          description: Payload schema version. Bumps when field names or semantics
+            change. Independent of `info.version` in the OpenAPI spec.
+          examples:
+          - 2
+        detector:
+          type: string
+          title: Detector
+          description: Detector that produced the spans.
+          examples:
+          - presidio
+        mode:
+          type: string
+          enum:
+          - redact
+          - label
+          - label_number
+          - label_token
+          title: Mode
+          description: Echo of the request `mode`.
+          examples:
+          - label_token
+        text:
+          type: string
+          title: Text
+          description: Echo of the request `text`.
+          examples:
+          - Email alice@x.com.
+        detected_spans:
+          items:
+            $ref: '#/components/schemas/SanitizedSpan'
+          type: array
+          title: Detected Spans
+          description: Spans detected by the chosen detector, with their replacements.
+        sanitized_text:
+          type: string
+          title: Sanitized Text
+          description: '`text` with each detected span replaced by its `replacement`.
+            Overlapping spans: the earlier-starting span wins; later overlaps are
+            skipped here (they still appear in `detected_spans`).'
+          examples:
+          - Email [EMAIL_MGaE1Bo].
+        summary:
+          $ref: '#/components/schemas/SummaryOut'
+        warning:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Warning
+          description: Non-fatal warning surfaced by the detector backend, if any.
+      type: object
+      required:
+      - schema_version
+      - detector
+      - mode
+      - text
+      - detected_spans
+      - sanitized_text
+      - summary
+      title: SanitizeResponse
+      description: Response from `/v1/sanitize`.
+      examples:
+      - detected_spans:
+        - end: 17
+          label: EMAIL
+          raw_label: EMAIL_ADDRESS
+          replacement: '[EMAIL_MGaE1Bo]'
+          start: 6
+          text: alice@x.com
+        - end: 42
+          label: PHONE
+          raw_label: PHONE_NUMBER
+          replacement: '[PHONE_vRXiWKZ]'
+          start: 27
+          text: +1-415-555-0100
+        detector: presidio
+        mode: label_token
+        sanitized_text: Email [EMAIL_MGaE1Bo] or call [PHONE_vRXiWKZ].
+        schema_version: 2
+        summary:
+          by_label:
+            EMAIL: 1
+            PHONE: 1
+          span_count: 2
+        text: Email alice@x.com or call +1-415-555-0100.
+    SanitizedSpan:
+      properties:
+        label:
+          type: string
+          title: Label
+          description: Canonical label for the span (e.g. `EMAIL`, `PERSON`).
+          examples:
+          - EMAIL
+        raw_label:
+          type: string
+          title: Raw Label
+          description: Detector's native label before mapping into the canonical taxonomy.
+          examples:
+          - EMAIL_ADDRESS
+        start:
+          type: integer
+          title: Start
+          description: Inclusive character offset in `text`.
+          examples:
+          - 6
+        end:
+          type: integer
+          title: End
+          description: Exclusive character offset in `text`.
+          examples:
+          - 17
+        text:
+          type: string
+          title: Text
+          description: Substring of the original input.
+          examples:
+          - alice@x.com
+        replacement:
+          type: string
+          title: Replacement
+          description: The string this span was rewritten to in `sanitized_text`.
+          examples:
+          - '[EMAIL_MGaE1Bo]'
+      type: object
+      required:
+      - label
+      - raw_label
+      - start
+      - end
+      - text
+      - replacement
+      title: SanitizedSpan
+      description: One detected span plus the string it was rewritten to in `sanitized_text`.
+    SpanOut:
+      properties:
+        label:
+          type: string
+          title: Label
+          description: Canonical label.
+          examples:
+          - EMAIL
+        raw_label:
+          type: string
+          title: Raw Label
+          description: Detector's native label before mapping into the canonical taxonomy.
+          examples:
+          - EMAIL_ADDRESS
+        start:
+          type: integer
+          title: Start
+          description: Inclusive character offset in `text`.
+          examples:
+          - 6
+        end:
+          type: integer
+          title: End
+          description: Exclusive character offset in `text`.
+          examples:
+          - 21
+        text:
+          type: string
+          title: Text
+          description: Substring of the original input.
+          examples:
+          - joe@example.com
+      type: object
+      required:
+      - label
+      - raw_label
+      - start
+      - end
+      - text
+      title: SpanOut
+      description: Plain span for `/v1/detect` — no replacement text.
+    SummaryOut:
+      properties:
+        span_count:
+          type: integer
+          title: Span Count
+          description: Total number of spans detected.
+          examples:
+          - 2
+        by_label:
+          additionalProperties:
+            type: integer
+          type: object
+          title: By Label
+          description: Count of spans per canonical label.
+          examples:
+          - EMAIL: 1
+            PHONE: 1
+      type: object
+      required:
+      - span_count
+      - by_label
+      title: SummaryOut
+      description: Per-response detection summary. `by_label` maps canonical label
+        to count.
+    ValidationError:
+      properties:
+        loc:
+          items:
+            anyOf:
+            - type: string
+            - type: integer
+          type: array
+          title: Location
+        msg:
+          type: string
+          title: Message
+        type:
+          type: string
+          title: Error Type
+        input:
+          title: Input
+        ctx:
+          type: object
+          title: Context
+      type: object
+      required:
+      - loc
+      - msg
+      - type
+      title: ValidationError
+tags:
+- name: Detect
+  description: Detection-only endpoint. Returns spans without rewriting the input.
+- name: Sanitize
+  description: 'Detection plus rewriting under one of four modes: `redact`, `label`,
+    `label_number`, `label_token`.'
+- name: Meta
+  description: Registry and liveness endpoints.
diff --git a/docs/guides/auth-and-env.md b/docs/guides/auth-and-env.md
new file mode 100644
index 0000000..831af5f
--- /dev/null
+++ b/docs/guides/auth-and-env.md
@@ -0,0 +1,23 @@
+# Auth and server environment
+
+The API itself is unauthenticated today — front it with whatever your deployment uses (reverse proxy, API gateway, mTLS). Per-detector credentials are read from server env vars at startup.
+
+## Env vars
+
+| Variable | Notes |
+|---|---|
+| `DEFAULT_DETECTOR` | Detector used when a request omits `detector`. Default `opf`. |
+| `EAGER_LOAD` | Comma-separated detector names loaded at startup. Default equals `DEFAULT_DETECTOR`. |
+| `OPF_DEVICE` | `cpu`, `cuda`, `mps`. Default `cpu`. |
+| `OPF_DECODE_MODE` | `viterbi` or `argmax`. OPF-only. Default `viterbi`. |
+| `SKYFLOW_VAULT_URL` / `SKYFLOW_VAULT_ID` / `SKYFLOW_BEARER_TOKEN` | Required for the `skyflow` **detector** (proxy backend). |
+| `SKYFLOW_TOKEN_VAULT_URL` / `SKYFLOW_TOKEN_VAULT_ID` / `SKYFLOW_TOKEN_BEARER_TOKEN` | Required for `/v1/sanitize` `label_token` mode. See [token vault setup](../token-vault-setup.md). |
+
+`SKYFLOW_TOKEN_BEARER_TOKEN` falls back to `SKYFLOW_BEARER_TOKEN` when unset, so a single bearer can power both the detector proxy and the token vault when they live in the same Skyflow account.
+
+## Error codes
+
+- `400` — unknown detector, unknown canonical category, or `label_token` mode requested without the vault env.
+- `502` — detector backend errored, or token vault call failed.
+
+Always `200` from `/v1/health` while the process is up; it does not probe detector backends.
diff --git a/docs/guides/detectors.md b/docs/guides/detectors.md
new file mode 100644
index 0000000..0e1faa2
--- /dev/null
+++ b/docs/guides/detectors.md
@@ -0,0 +1,25 @@
+# Detectors
+
+Detectors are registered backends, lazy-loaded on first use unless eager-loaded at startup.
+
+| Name | Backend | Notes |
+|---|---|---|
+| `opf` | OPF local model, ~2.8 GB | Trained categories only. |
+| `skyflow` | HTTP proxy to Skyflow Detect API | Requires `SKYFLOW_VAULT_*` env. `proxy: true` in `/v1/detectors`. |
+| `presidio` | Microsoft Presidio, English spaCy model | Registered only if `presidio-analyzer` is installed. |
+| `presidio_multilang` | Presidio with all 6 spaCy languages | Each `<lang>_core_news_lg` model must be installed. |
+| `gliner` | `urchade/gliner_multi_pii-v1`, multilingual | Registered only if `gliner` is installed. |
+| `gliner_nvidia` | `nvidia/gliner-PII`, 570M params | Same vocabulary as `gliner`; GPU recommended. |
+| `gliner_gretel_small` | `gretelai/gretel-gliner-bi-small-v1.0` | Uses Gretel's label space. |
+| `gliner_gretel_large` | `gretelai/gretel-gliner-bi-large-v1.0` | Uses Gretel's label space. |
+| `ai4privacy_modernbert` | ModernBERT-based multilingual anonymiser (~150M params) | Requires `transformers`. 8 languages (en, fr, de, es, it, nl, hi, te). |
+
+Hit `GET /v1/detectors` to see what's currently registered in your deployment.
+
+## Eager-loading
+
+By default, only the detector named in `DEFAULT_DETECTOR` is loaded at startup. Other detectors initialise on first request. Set `EAGER_LOAD` (comma-separated names) to warm additional detectors at startup — useful when you want a predictable first-request latency.
+
+## Proxy detectors
+
+`proxy: true` means the detector calls an external service rather than running locally. The `skyflow` detector is the only one shipped today. Proxy detectors require additional env (see the [auth and env guide](auth-and-env.md)) and surface upstream errors as `502` responses.
diff --git a/docs/guides/labels.md b/docs/guides/labels.md
new file mode 100644
index 0000000..9376236
--- /dev/null
+++ b/docs/guides/labels.md
@@ -0,0 +1,23 @@
+# Canonical labels
+
+Every detector's raw output maps into a single 15-label taxonomy:
+
+| Label | Examples |
+|---|---|
+| `PERSON` | Names, full names, initials |
+| `EMAIL` | Email addresses |
+| `PHONE` | Phone numbers, fax |
+| `ADDRESS` | Street addresses, postal codes, cities, states, countries |
+| `URL` | Web URLs, IP addresses, domain names |
+| `DATE` | Dates, ages, times |
+| `ACCOUNT` | Account numbers, SSN, credit card, IBAN, government IDs |
+| `SECRET` | API keys, passwords, tokens |
+| `USERNAME` | Handles, usernames |
+| `DEMOGRAPHIC` | Race, religion, sexual orientation, political views |
+| `ORGANIZATION` | Company names, agencies |
+| `OCCUPATION` | Job titles, roles |
+| `MONEY` | Currency amounts, monetary values |
+| `VEHICLE` | License plates, VIN, vehicle IDs |
+| `PHYSICAL` | Height, weight, eye color, biometric descriptors |
+
+The `categories` request filter accepts any of these. Different detectors cover different subsets — `GET /v1/detectors` reports each detector's category list. Filtering to a category that the detector does not produce returns zero spans for that category (not an error).
diff --git a/docs/guides/overview.md b/docs/guides/overview.md
new file mode 100644
index 0000000..179c326
--- /dev/null
+++ b/docs/guides/overview.md
@@ -0,0 +1,37 @@
+# Privacy-detection API — overview
+
+The `opf-api` service exposes every benchmark detector in this repo behind one HTTP contract. Choose a backend with the `detector` field on each request; canonical labels apply uniformly across all of them.
+
+## What it does
+
+- `POST /v1/detect` — return PII spans without rewriting the input text.
+- `POST /v1/sanitize` — detect and rewrite spans under one of four modes.
+- `GET /v1/detectors` — list registered detectors and their canonical category coverage.
+- `GET /v1/health` — liveness probe.
+
+## Reference UIs
+
+The same OpenAPI spec powers three in-app reference UIs:
+
+- `/scalar` — Scalar, modern three-pane reference with curl/JS/Python samples.
+- `/docs` — Swagger UI with try-it-out.
+- `/redoc` — ReDoc, classic read-only three-pane.
+
+For the hosted public reference, see the GitHub Pages site rooted at this `docs/` directory.
+
+## Running locally
+
+```sh
+DEFAULT_DETECTOR=opf EAGER_LOAD=opf uvicorn opf_api.main:app --reload
+```
+
+Then visit one of `/scalar`, `/docs`, `/redoc`. The OpenAPI spec itself lives at `/openapi.json` on the running server, and a frozen copy is checked in at [`api/openapi.json`](../api/openapi.json) (regenerated via `uv run --package opf-api opf-api-export-openapi --out docs/api`).
+
+## Versioning
+
+Two version numbers appear in this API. They are independent.
+
+- `info.version` (in this OpenAPI spec) tracks the contract. Currently `0.2.0`.
+- `schema_version` (in every response payload) tracks request/response payload shape. Currently `2`. Clients should pin on this.
+
+A future field rename or semantic shift bumps `schema_version`. A new endpoint, new field, or doc-only change does not.
diff --git a/docs/guides/sanitize-modes.md b/docs/guides/sanitize-modes.md
new file mode 100644
index 0000000..64717cf
--- /dev/null
+++ b/docs/guides/sanitize-modes.md
@@ -0,0 +1,28 @@
+# Sanitization modes
+
+`POST /v1/sanitize` rewrites each detected span under the chosen `mode`. Four modes, in increasing strength of identity preservation:
+
+| `mode` | Looks like | What it preserves |
+|---|---|---|
+| `redact` | `********` | Nothing — fixed 8-character asterisk run regardless of span length. |
+| `label` | `[EMAIL]` | Category only. Default mode. |
+| `label_number` | `[EMAIL_1]` | Identity **within one request**. Per-label counter; duplicate `(label, text)` reuses its number. |
+| `label_token` | `[EMAIL_MGaE1Bo]` | Identity **across requests and detectors** via a Skyflow vault. Deterministic — same plaintext maps to the same 7-char token forever. |
+
+## Overlapping spans
+
+The earlier-starting span wins. Later overlaps are skipped in `sanitized_text` but still appear in `detected_spans`.
+
+## `label_token` requirements
+
+This mode requires three env vars on the server:
+
+- `SKYFLOW_TOKEN_VAULT_URL`
+- `SKYFLOW_TOKEN_VAULT_ID`
+- A bearer token: `SKYFLOW_TOKEN_BEARER_TOKEN`, falling back to `SKYFLOW_BEARER_TOKEN`.
+
+The vault must be configured per the [token vault setup guide](../token-vault-setup.md): one table with one `tok_<label>` column per canonical label, each `DETERMINISTIC_FPT` with regex `^[A-Za-z0-9]{7}$`.
+
+Spans whose canonical label has no matching vault column fall back to `[LABEL]` for that span only — the rest of the response is unchanged.
+
+A request that asks for `label_token` against a server without the vault env returns `400` with a remediation message in `detail`.
diff --git a/docs/index.html b/docs/index.html
new file mode 100644
index 0000000..72f3378
--- /dev/null
+++ b/docs/index.html
@@ -0,0 +1,20 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1" />
+    <title>Privacy-detection API — Reference</title>
+    <link rel="icon" href="data:," />
+    <style>
+      body { margin: 0; }
+    </style>
+  </head>
+  <body>
+    <script
+      id="api-reference"
+      data-url="./api/openapi.json"
+      data-configuration='{"theme":"purple","layout":"modern","defaultHttpClient":{"targetKey":"shell","clientKey":"curl"}}'
+    ></script>
+    <script src="https://cdn.jsdelivr.net/npm/@scalar/api-reference"></script>
+  </body>
+</html>
diff --git a/uv.lock b/uv.lock
index bcf14ca..72985cb 100644
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 [package.optional-dependencies]
@@ -1818,6 +1818,7 @@ dependencies = [
     { name = "opf" },
     { name = "opf-eval" },
     { name = "pydantic" },
+    { name = "scalar-fastapi" },
     { name = "uvicorn", extra = ["standard"] },
 ]
 
@@ -1826,6 +1827,9 @@ all = [
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     { name = "presidio-analyzer" },
 ]
+docs = [
+    { name = "pyyaml" },
+]
 gliner = [
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 ]
@@ -1844,9 +1848,11 @@ requires-dist = [
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     { name = "presidio-analyzer", marker = "extra == 'presidio'", specifier = ">=2.2" },
     { name = "pydantic", specifier = ">=2.6" },
+    { name = "pyyaml", marker = "extra == 'docs'", specifier = ">=6.0,<7.0" },
+    { name = "scalar-fastapi", specifier = ">=1.0,<2.0" },
     { name = "uvicorn", extras = ["standard"], specifier = ">=0.30" },
 ]
-provides-extras = ["gliner", "presidio", "all"]
+provides-extras = ["gliner", "presidio", "all", "docs"]
 
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 name = "opf-eval"
@@ -1881,9 +1887,9 @@ requires-dist = [
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 [[package]]
@@ -1967,64 +1973,64 @@ dependencies = [
     { name = "python-dateutil", marker = "python_full_version >= '3.11'" },
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