diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 2b9ae56..e5c0695 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -12,6 +12,7 @@ concurrency:
 
 env:
   NODE_VERSION: "22"
+  PYTHON_VERSION: "3.14"
 
 jobs:
   deploy:
@@ -66,6 +67,16 @@ jobs:
             release/docs/package-lock.json
             develop/docs/package-lock.json
 
+      - name: Install uv
+        uses: astral-sh/setup-uv@v5
+        with:
+          python-version: ${{ env.PYTHON_VERSION }}
+
+      - name: Generate DB layout docs (release)
+        if: steps.check-release-docs.outputs.has_docs == 'true'
+        working-directory: release/docs
+        run: npm run docs:gen-db
+
       - name: Build release docs
         if: steps.check-release-docs.outputs.has_docs == 'true'
         working-directory: release/docs
@@ -74,6 +85,10 @@ jobs:
           npx vitepress build
           mv .vitepress/dist /tmp/dist-release
 
+      - name: Generate DB layout docs (nightly)
+        working-directory: develop/docs
+        run: npm run docs:gen-db
+
       - name: Build nightly docs
         working-directory: develop/docs
         run: |
diff --git a/backend/scripts/gen_db_docs.py b/backend/scripts/gen_db_docs.py
new file mode 100644
index 0000000..de62c19
--- /dev/null
+++ b/backend/scripts/gen_db_docs.py
@@ -0,0 +1,225 @@
+#!/usr/bin/env python3
+"""Generate docs/guide/database-layout.md from SQLModel metadata.
+
+Usage:
+    uv run --directory backend python scripts/gen_db_docs.py
+"""
+
+import sys
+from pathlib import Path
+from datetime import datetime
+from enum import Enum as PyEnum
+
+BACKEND_DIR = Path(__file__).resolve().parent.parent
+sys.path.insert(0, str(BACKEND_DIR))
+
+import sqlalchemy as sa
+from sqlalchemy import TypeDecorator
+from sqlmodel import SQLModel
+from app import models  # noqa: E402
+from app.models import UtcDateTime
+
+OUTPUT = Path(BACKEND_DIR).parent / "docs" / "guide" / "database-layout.md"
+NOW = datetime.now().strftime("%Y-%m-%d")
+
+
+def _model_for_table(name: str):
+    for obj in models.__dict__.values():
+        if isinstance(obj, type) and issubclass(obj, SQLModel) and hasattr(obj, '__tablename__'):
+            if obj.__tablename__ == name:
+                return obj
+    return None
+
+
+def _resolve_type(col: sa.Column) -> str:
+    t = col.type
+    if isinstance(t, UtcDateTime):
+        return "DATETIME"
+    if isinstance(t, sa.Enum):
+        return "VARCHAR"
+    return str(t).upper()
+
+
+def _resolve_constraints(col: sa.Column) -> str:
+    parts = []
+    if col.primary_key:
+        parts.append("PK")
+    for fk in col.foreign_keys:
+        parts.append(f"FK → {fk.column.table.name}.{fk.column.name}")
+    if col.unique and not col.primary_key:
+        parts.append("UNIQUE")
+    if not col.nullable and not col.primary_key:
+        parts.append("NOT NULL")
+    if col.index and not col.primary_key and not col.unique:
+        parts.append("INDEX")
+    return ", ".join(parts)
+
+
+def _field_metadata(col: sa.Column):
+    model = _model_for_table(col.table.name)
+    if model and col.name in (model.model_fields or {}):
+        return model.model_fields[col.name]
+    return None
+
+
+def _resolve_notes(col: sa.Column) -> str:
+    note_parts = []
+
+    if isinstance(col.type, UtcDateTime):
+        note_parts.append("UTC")
+
+    single_pk = len(col.table.primary_key.columns) == 1
+    if col.primary_key and single_pk and isinstance(col.type, sa.Integer):
+        note_parts.append("Auto-increment")
+
+    # default value
+    if col.default is not None:
+        arg = getattr(col.default, "arg", None)
+        if arg is not None and not callable(arg):
+            if isinstance(arg, PyEnum):
+                note_parts.append(f"default `{arg.value}`")
+            elif isinstance(arg, str):
+                note_parts.append(f"default `{arg}`")
+            else:
+                note_parts.append(f"default {arg}")
+
+    # ge / le from pydantic field metadata
+    field = _field_metadata(col)
+    if field:
+        for item in field.metadata:
+            cls_name = type(item).__name__
+            if cls_name == "Ge":
+                note_parts.append(f"≥ {item.ge}")
+            elif cls_name == "Le":
+                note_parts.append(f"≤ {item.le}")
+
+    return "; ".join(note_parts) if note_parts else ""
+
+
+def _cardinality(col: sa.Column) -> str:
+    if col.unique:
+        return "o|" if col.nullable else "||"
+    return "o{" if col.nullable else "|{"
+
+
+def _generate_er_diagram(tables) -> str:
+    lines = ["```mermaid", "erDiagram", ""]
+    rels = []
+    seen = set()
+    for table in tables:
+        for col in table.columns:
+            for fk in col.foreign_keys:
+                parent = fk.column.table.name
+                child = table.name
+                key = (parent, child)
+                if key not in seen:
+                    seen.add(key)
+                    rels.append((parent, child, col))
+    card_map = {"||": "1:1", "|{": "1:N", "o|": "0..1", "o{": "0..N"}
+    for parent, child, col in rels:
+        card = _cardinality(col)
+        label = card_map.get(card, card)
+        lines.append(f'    {parent} ||--{card} {child} : "{label}"')
+    lines.append("")
+    for table in tables:
+        lines.append(f"    {table.name} {{")
+        for col in table.columns:
+            typ = _resolve_type(col).lower()
+            name = col.name
+            key_flag = "PK" if col.primary_key else ("UK" if col.unique else "")
+            parts = [typ, name]
+            if key_flag:
+                parts.append(key_flag)
+            lines.append(f"        {' '.join(parts)}")
+        lines.append("    }")
+        lines.append("")
+    lines.append("```")
+    return "\n".join(lines)
+
+
+def _generate_table_docs(tables) -> str:
+    lines = ["## Tables", ""]
+    for table in tables:
+        model = _model_for_table(table.name)
+        doc = (model.__doc__ or "").strip() if model else ""
+
+        lines.append(f"### `{table.name}`")
+        lines.append("")
+        if doc:
+            lines.append(doc)
+            lines.append("")
+
+        lines.append("| Column | Type | Constraints | Notes |")
+        lines.append("|--------|------|-------------|-------|")
+        for col in table.columns:
+            typ = _resolve_type(col)
+            cnst = _resolve_constraints(col)
+            notes = _resolve_notes(col)
+            lines.append(f"| `{col.name}` | `{typ}` | {cnst} | {notes} |")
+
+        ucs = [uc for uc in table.constraints
+               if isinstance(uc, sa.UniqueConstraint)
+               and not any(c.unique for c in uc.columns)]
+        if ucs:
+            lines.append("")
+            for uc in ucs:
+                col_names = ", ".join(c.name for c in uc.columns)
+                lines.append(f"**Unique constraint:** `({col_names})` — {uc.name}")
+
+        lines.append("")
+    return "\n".join(lines)
+
+
+def _generate_enum_docs() -> str:
+    lines = ["## Enums", ""]
+    for name in dir(models):
+        cls = getattr(models, name)
+        if isinstance(cls, type) and issubclass(cls, PyEnum) and cls.__module__ == models.__name__:
+            lines.append(f"### `{name}`")
+            lines.append("")
+            lines.append("| Value | Meaning |")
+            lines.append("|-------|---------|")
+            for member in cls:
+                lines.append(f"| `{member.value}` | {member.value.replace('_', ' ').title()} |")
+            lines.append("")
+    return "\n".join(lines)
+
+
+def main():
+    tables = list(SQLModel.metadata.sorted_tables)
+
+    content = f"""# Database Layout
+
+> _Auto-generated from SQLModel metadata on {NOW}._
+
+This page documents the LibrisLog database schema. It is intended for
+developers who need to understand the data model, write queries, or extend
+the application.
+
+{_generate_er_diagram(tables)}
+
+{_generate_table_docs(tables)}
+
+{_generate_enum_docs()}
+
+## Conventions
+
+- **Timestamps** are stored as UTC via the `UtcDateTime` type decorator.
+  Values are stored as naive UTC in SQLite and returned as timezone-aware
+  `datetime` objects by the application.
+- **Soft deletes** — `ApiKey` and `EmbedToken` use a `revoked_at` timestamp
+  instead of `DELETE`. Revoked entries are excluded from all queries.
+- **Foreign keys** — all user-owned tables reference `user.id` via foreign
+  key constraints. Cascading behavior is handled in application code (not
+  at the database level).
+- **Unique constraints** — compound constraints like `(user_id, isbn)` on
+  `book` and `(user_id, name)` on `tag` enforce per-user uniqueness without
+  restricting other users.
+"""
+    OUTPUT.parent.mkdir(parents=True, exist_ok=True)
+    OUTPUT.write_text(content)
+    print(f"✓ Wrote {OUTPUT}")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/docs/.vitepress/config.base.ts b/docs/.vitepress/config.base.ts
index 1f10d17..a0d94ea 100644
--- a/docs/.vitepress/config.base.ts
+++ b/docs/.vitepress/config.base.ts
@@ -50,6 +50,7 @@ export default defineConfig({
               collapsed: true,
               items: [
                 { text: 'CLI Reference', link: '/guide/cli' },
+                { text: 'Database Layout', link: '/guide/database-layout' },
               ],
             },
             { text: 'Integrations 🔗', link: '/api/integrations/' },
diff --git a/docs/.vitepress/config.nightly.ts b/docs/.vitepress/config.nightly.ts
index 672c4b5..5539aae 100644
--- a/docs/.vitepress/config.nightly.ts
+++ b/docs/.vitepress/config.nightly.ts
@@ -1,7 +1,8 @@
 import { defineConfig } from 'vitepress'
+import { withMermaid } from 'vitepress-plugin-mermaid'
 import baseConfig from './config.base'
 
-export default defineConfig({
+export default withMermaid(defineConfig({
   ...baseConfig,
   base: '/next/',
   head: [
@@ -16,4 +17,4 @@ export default defineConfig({
       { text: 'Release Docs', link: 'https://docs.librislog.app/' },
     ],
   },
-})
+}))
diff --git a/docs/.vitepress/config.ts b/docs/.vitepress/config.ts
index e354033..ca8e8ed 100644
--- a/docs/.vitepress/config.ts
+++ b/docs/.vitepress/config.ts
@@ -1,7 +1,8 @@
 import { defineConfig } from 'vitepress'
+import { withMermaid } from 'vitepress-plugin-mermaid'
 import baseConfig from './config.base'
 
-export default defineConfig({
+export default withMermaid(defineConfig({
   ...baseConfig,
   base: '/',
   head: [
@@ -16,4 +17,4 @@ export default defineConfig({
       { text: 'Nightly Docs', link: 'https://docs.librislog.app/next/' },
     ],
   },
-})
+}))
diff --git a/docs/guide/database-layout.md b/docs/guide/database-layout.md
new file mode 100644
index 0000000..db8e8e5
--- /dev/null
+++ b/docs/guide/database-layout.md
@@ -0,0 +1,3 @@
+# Database Layout
+
+> _Auto-generated from SQLModel metadata — run `npm run docs:gen-db` (or `uv run --directory backend python scripts/gen_db_docs.py`) to regenerate._
diff --git a/docs/package-lock.json b/docs/package-lock.json
index 26a3f57..9fb6e9b 100644
--- a/docs/package-lock.json
+++ b/docs/package-lock.json
@@ -7,7 +7,8 @@
       "name": "librislog-docs",
       "dependencies": {
         "viewerjs": "^1.11.7",
-        "vitepress-plugin-image-viewer": "^1.1.6"
+        "vitepress-plugin-image-viewer": "^1.1.6",
+        "vitepress-plugin-mermaid": "^2.0.17"
       },
       "devDependencies": {
         "vitepress": "^1.6.4"
@@ -17,7 +18,6 @@
       "version": "1.18.1",
       "resolved": "https://registry.npmjs.org/@algolia/abtesting/-/abtesting-1.18.1.tgz",
       "integrity": "sha512-aehCadlWOGvrT91KUIZpC0MbB8KBW9yUuvTJFd2xesR7le/IsT4nJUnjCCZ4ZqZCeTcPHPV5mo//fZ5oxcSVYw==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -33,7 +33,6 @@
       "version": "1.17.7",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-core/-/autocomplete-core-1.17.7.tgz",
       "integrity": "sha512-BjiPOW6ks90UKl7TwMv7oNQMnzU+t/wk9mgIDi6b1tXpUek7MW0lbNOUHpvam9pe3lVCf4xPFT+lK7s+e+fs7Q==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/autocomplete-plugin-algolia-insights": "1.17.7",
@@ -44,7 +43,6 @@
       "version": "1.17.7",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-plugin-algolia-insights/-/autocomplete-plugin-algolia-insights-1.17.7.tgz",
       "integrity": "sha512-Jca5Ude6yUOuyzjnz57og7Et3aXjbwCSDf/8onLHSQgw1qW3ALl9mrMWaXb5FmPVkV3EtkD2F/+NkT6VHyPu9A==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/autocomplete-shared": "1.17.7"
@@ -57,7 +55,6 @@
       "version": "1.17.7",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-preset-algolia/-/autocomplete-preset-algolia-1.17.7.tgz",
       "integrity": "sha512-ggOQ950+nwbWROq2MOCIL71RE0DdQZsceqrg32UqnhDz8FlO9rL8ONHNsI2R1MH0tkgVIDKI/D0sMiUchsFdWA==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/autocomplete-shared": "1.17.7"
@@ -71,7 +68,6 @@
       "version": "1.17.7",
       "resolved": "https://registry.npmjs.org/@algolia/autocomplete-shared/-/autocomplete-shared-1.17.7.tgz",
       "integrity": "sha512-o/1Vurr42U/qskRSuhBH+VKxMvkkUVTLU6WZQr+L5lGZZLYWyhdzWjW0iGXY7EkwRTjBqvN2EsR81yCTGV/kmg==",
-      "dev": true,
       "license": "MIT",
       "peerDependencies": {
         "@algolia/client-search": ">= 4.9.1 < 6",
@@ -82,7 +78,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/client-abtesting/-/client-abtesting-5.52.1.tgz",
       "integrity": "sha512-HmXOGBOAOJPounpBzBpuY0zDYeiCpxgHnQmuA7JO6ScukcBdGp3/XM9zJk5pJx/xNGD68mbPGXWpDxGtl6BwDQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -98,7 +93,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/client-analytics/-/client-analytics-5.52.1.tgz",
       "integrity": "sha512-5oo4+I8iixie9vXhCyNFCzeIr8pqA3FQ//VsLHTDvZAV4ttYOPGvYHGQq5NSalrLx5Jc3dRro/5uDOlnUMcBJg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -114,7 +108,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/client-common/-/client-common-5.52.1.tgz",
       "integrity": "sha512-qCDoZfx5MpX7XQzvQ3bC4tSEMkQWQMaF/ABtLuoze03Y/flR563CCSws02qIJ23oX7lxl92LsilZjINVyTdtLw==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">= 14.0.0"
@@ -124,7 +117,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/client-insights/-/client-insights-5.52.1.tgz",
       "integrity": "sha512-hnGs0/lsFJ2PWDxNBz7pxreXo/Xz7gxYRcfePBUjsH26ad0kU/sgnVZd9LwWBpsQv65z2jlb5dkyaB9WE9M9FQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -140,7 +132,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/client-personalization/-/client-personalization-5.52.1.tgz",
       "integrity": "sha512-2VxxNc/uBysyKvGeBdSM5n9eIDKH8kWD7wd9/yqbJAiVwU4Yv6tU1LSJusHKrXV/aCu1KW7t9Gug9QyeEmtn/Q==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -156,7 +147,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/client-query-suggestions/-/client-query-suggestions-5.52.1.tgz",
       "integrity": "sha512-O6mPtsw3xEfNOe6gWFpYLeAZAIljNa4Hgna3bq15PwyN7nbjTY0wXJFRbzs/0YVf75Br+SbOQUmjKxXYjDiSiQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -172,7 +162,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/client-search/-/client-search-5.52.1.tgz",
       "integrity": "sha512-gA8oJOV1LnQQkDf91iebNnFInHuW0gRPEgLSOQ7EfipCEjYTHm5swm1DlH9H5RaRw4RrHuzHBegnlzc0MAstcg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -188,7 +177,6 @@
       "version": "1.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/ingestion/-/ingestion-1.52.1.tgz",
       "integrity": "sha512-U9zZfc5xIu9wRxZkt+HceJUAD4VKHKbAyLSloJdEyMRmphXeibfrY9cxqIXBcmPeZzGhn3Imb35Dq8l19PkJhw==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -204,7 +192,6 @@
       "version": "1.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/monitoring/-/monitoring-1.52.1.tgz",
       "integrity": "sha512-a3SGNceHmkQfq77iG8Ka+w1pvwfZa/0lzEIgse30fL0kD+yKnd/dg0dQvSfFPAEt2f21DMcGkDSSeJlO3KdQjQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -220,7 +207,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/recommend/-/recommend-5.52.1.tgz",
       "integrity": "sha512-z98QEguCFDpxb4S/PyrUK1igqF8tPsdbqOUUO6ON91vJ58w+Gwa6ncrI0oNXSFcrkxA5EqPKPQ2A1PBCn08TYQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1",
@@ -236,7 +222,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/requester-browser-xhr/-/requester-browser-xhr-5.52.1.tgz",
       "integrity": "sha512-CI7+/0I11QeZM59Uc8whd2or0kqzFVjpaPn9Qpwll/krHcBAxk24WkAQ6WX+IwDVMfpont4YGbKwAmCre3vE8Q==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1"
@@ -249,7 +234,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/requester-fetch/-/requester-fetch-5.52.1.tgz",
       "integrity": "sha512-S6bDuw9byfOvm3T71cgdoZgrgnZq6hpdMLkx52Louh57nUAmvGQESz2aojOynQHjbTiV55smvAFbgn0qT4tJrg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1"
@@ -262,7 +246,6 @@
       "version": "5.52.1",
       "resolved": "https://registry.npmjs.org/@algolia/requester-node-http/-/requester-node-http-5.52.1.tgz",
       "integrity": "sha512-tqZXM+54rWo4mk5jL5Z/flE11nPmNEdXwFBM5py9DkOmbjeCNemfVd45FyM97XdzfZ0dl9uOJC6PYn1FpkeyQg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@algolia/client-common": "5.52.1"
@@ -271,11 +254,24 @@
         "node": ">= 14.0.0"
       }
     },
+    "node_modules/@antfu/install-pkg": {
+      "version": "1.1.0",
+      "resolved": "https://registry.npmjs.org/@antfu/install-pkg/-/install-pkg-1.1.0.tgz",
+      "integrity": "sha512-MGQsmw10ZyI+EJo45CdSER4zEb+p31LpDAFp2Z3gkSd1yqVZGi0Ebx++YTEMonJy4oChEMLsxZ64j8FH6sSqtQ==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
+        "package-manager-detector": "^1.3.0",
+        "tinyexec": "^1.0.1"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/antfu"
+      }
+    },
     "node_modules/@babel/helper-string-parser": {
       "version": "7.29.7",
       "resolved": "https://registry.npmjs.org/@babel/helper-string-parser/-/helper-string-parser-7.29.7.tgz",
       "integrity": "sha512-Pb5ijPrZ89GDH8223L4UP8i6QApWxs04RbPQJTeWDV0/keR2E36MeKnyr6LYmUUvqRRI+Iv87SuF1W6ErINzYw==",
-      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=6.9.0"
@@ -285,7 +281,6 @@
       "version": "7.29.7",
       "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.29.7.tgz",
       "integrity": "sha512-qehxGkRj55h/ff8EMaJ+cYhyaKlHIxqYDn682wQD7RNp9UujOQsHog2uS0r2vzr4pW+sXf90NeeayjcNaX3fFg==",
-      "dev": true,
       "license": "MIT",
       "engines": {
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+      "integrity": "sha512-YZo3K82SD7Riyi0E1EQPojLz7kpepnSQI9IyPbHHg1XXXevb5dJI7tpyN2ADxGcQbHG7vcyRHk0cbwqcQriUtg==",
+      "license": "MIT"
+    },
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       "resolved": "https://registry.npmjs.org/search-insights/-/search-insights-2.17.3.tgz",
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-      "dev": true,
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@@ -2222,7 +3209,6 @@
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-      "dev": true,
       "license": "MIT",
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@@ -2239,7 +3225,6 @@
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       "resolved": "https://registry.npmjs.org/source-map-js/-/source-map-js-1.2.1.tgz",
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-      "dev": true,
       "license": "BSD-3-Clause",
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@@ -2249,7 +3234,6 @@
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       "resolved": "https://registry.npmjs.org/space-separated-tokens/-/space-separated-tokens-2.0.2.tgz",
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-      "dev": true,
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@@ -2260,7 +3244,6 @@
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       "resolved": "https://registry.npmjs.org/speakingurl/-/speakingurl-14.0.1.tgz",
       "integrity": "sha512-1POYv7uv2gXoyGFpBCmpDVSNV74IfsWlDW216UPjbWufNf+bSU6GdbDsxdcxtfwb4xlI3yxzOTKClUosxARYrQ==",
-      "dev": true,
       "license": "BSD-3-Clause",
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@@ -2270,7 +3253,6 @@
       "version": "4.0.4",
       "resolved": "https://registry.npmjs.org/stringify-entities/-/stringify-entities-4.0.4.tgz",
       "integrity": "sha512-IwfBptatlO+QCJUo19AqvrPNqlVMpW9YEL2LIVY+Rpv2qsjCGxaDLNRgeGsQWJhfItebuJhsGSLjaBbNSQ+ieg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "character-entities-html4": "^2.0.0",
@@ -2281,11 +3263,17 @@
         "url": "https://github.com/sponsors/wooorm"
       }
     },
+    "node_modules/stylis": {
+      "version": "4.4.0",
+      "resolved": "https://registry.npmjs.org/stylis/-/stylis-4.4.0.tgz",
+      "integrity": "sha512-5Z9ZpRzfuH6l/UAvCPAPUo3665Nk2wLaZU3x+TLHKVzIz33+sbJqbtrYoC3KD4/uVOr2Zp+L0LySezP9OHV9yA==",
+      "license": "MIT",
+      "peer": true
+    },
     "node_modules/superjson": {
       "version": "2.2.6",
       "resolved": "https://registry.npmjs.org/superjson/-/superjson-2.2.6.tgz",
       "integrity": "sha512-H+ue8Zo4vJmV2nRjpx86P35lzwDT3nItnIsocgumgr0hHMQ+ZGq5vrERg9kJBo5AWGmxZDhzDo+WVIJqkB0cGA==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "copy-anything": "^4"
@@ -2298,25 +3286,42 @@
       "version": "6.4.0",
       "resolved": "https://registry.npmjs.org/tabbable/-/tabbable-6.4.0.tgz",
       "integrity": "sha512-05PUHKSNE8ou2dwIxTngl4EzcnsCDZGJ/iCLtDflR/SHB/ny14rXc+qU5P4mG9JkusiV7EivzY9Mhm55AzAvCg==",
-      "dev": true,
       "license": "MIT"
     },
+    "node_modules/tinyexec": {
+      "version": "1.2.4",
+      "resolved": "https://registry.npmjs.org/tinyexec/-/tinyexec-1.2.4.tgz",
+      "integrity": "sha512-SHf/r48b7vOrjve9PxJo3MN5v5yuyjHvdUcrQffT3WXMUfnGmHDVbC4k3sHJaJTgZCwpUplIaAo5ANtMyp3YHg==",
+      "license": "MIT",
+      "peer": true,
+      "engines": {
+        "node": ">=18"
+      }
+    },
     "node_modules/trim-lines": {
       "version": "3.0.1",
       "resolved": "https://registry.npmjs.org/trim-lines/-/trim-lines-3.0.1.tgz",
       "integrity": "sha512-kRj8B+YHZCc9kQYdWfJB2/oUl9rA99qbowYYBtr4ui4mZyAQ2JpvVBd/6U2YloATfqBhBTSMhTpgBHtU0Mf3Rg==",
-      "dev": true,
       "license": "MIT",
       "funding": {
         "type": "github",
         "url": "https://github.com/sponsors/wooorm"
       }
     },
+    "node_modules/ts-dedent": {
+      "version": "2.3.0",
+      "resolved": "https://registry.npmjs.org/ts-dedent/-/ts-dedent-2.3.0.tgz",
+      "integrity": "sha512-JfJeIHke7y2egdGGgRAvpCwYFUsHlM2gPcrVOxFkznt/4uzQ7HFmvE63iFHVLBJNDuyDOQgijDK/tXH/f6Msjg==",
+      "license": "MIT",
+      "peer": true,
+      "engines": {
+        "node": ">=6.10"
+      }
+    },
     "node_modules/unist-util-is": {
       "version": "6.0.1",
       "resolved": "https://registry.npmjs.org/unist-util-is/-/unist-util-is-6.0.1.tgz",
       "integrity": "sha512-LsiILbtBETkDz8I9p1dQ0uyRUWuaQzd/cuEeS1hoRSyW5E5XGmTzlwY1OrNzzakGowI9Dr/I8HVaw4hTtnxy8g==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0"
@@ -2330,7 +3335,6 @@
       "version": "5.0.0",
       "resolved": "https://registry.npmjs.org/unist-util-position/-/unist-util-position-5.0.0.tgz",
       "integrity": "sha512-fucsC7HjXvkB5R3kTCO7kUjRdrS0BJt3M/FPxmHMBOm8JQi2BsHAHFsy27E0EolP8rp0NzXsJ+jNPyDWvOJZPA==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0"
@@ -2344,7 +3348,6 @@
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/unist-util-stringify-position/-/unist-util-stringify-position-4.0.0.tgz",
       "integrity": "sha512-0ASV06AAoKCDkS2+xw5RXJywruurpbC4JZSm7nr7MOt1ojAzvyyaO+UxZf18j8FCF6kmzCZKcAgN/yu2gm2XgQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0"
@@ -2358,7 +3361,6 @@
       "version": "5.1.0",
       "resolved": "https://registry.npmjs.org/unist-util-visit/-/unist-util-visit-5.1.0.tgz",
       "integrity": "sha512-m+vIdyeCOpdr/QeQCu2EzxX/ohgS8KbnPDgFni4dQsfSCtpz8UqDyY5GjRru8PDKuYn7Fq19j1CQ+nJSsGKOzg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -2374,7 +3376,6 @@
       "version": "6.0.2",
       "resolved": "https://registry.npmjs.org/unist-util-visit-parents/-/unist-util-visit-parents-6.0.2.tgz",
       "integrity": "sha512-goh1s1TBrqSqukSc8wrjwWhL0hiJxgA8m4kFxGlQ+8FYQ3C/m11FcTs4YYem7V664AhHVvgoQLk890Ssdsr2IQ==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -2385,11 +3386,24 @@
         "url": "https://opencollective.com/unified"
       }
     },
+    "node_modules/uuid": {
+      "version": "14.0.0",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-14.0.0.tgz",
+      "integrity": "sha512-Qo+uWgilfSmAhXCMav1uYFynlQO7fMFiMVZsQqZRMIXp0O7rR7qjkj+cPvBHLgBqi960QCoo/PH2/6ZtVqKvrg==",
+      "funding": [
+        "https://github.com/sponsors/broofa",
+        "https://github.com/sponsors/ctavan"
+      ],
+      "license": "MIT",
+      "peer": true,
+      "bin": {
+        "uuid": "dist-node/bin/uuid"
+      }
+    },
     "node_modules/vfile": {
       "version": "6.0.3",
       "resolved": "https://registry.npmjs.org/vfile/-/vfile-6.0.3.tgz",
       "integrity": "sha512-KzIbH/9tXat2u30jf+smMwFCsno4wHVdNmzFyL+T/L3UGqqk6JKfVqOFOZEpZSHADH1k40ab6NUIXZq422ov3Q==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -2404,7 +3418,6 @@
       "version": "4.0.3",
       "resolved": "https://registry.npmjs.org/vfile-message/-/vfile-message-4.0.3.tgz",
       "integrity": "sha512-QTHzsGd1EhbZs4AsQ20JX1rC3cOlt/IWJruk893DfLRr57lcnOeMaWG4K0JrRta4mIJZKth2Au3mM3u03/JWKw==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@types/unist": "^3.0.0",
@@ -2425,7 +3438,6 @@
       "version": "5.4.21",
       "resolved": "https://registry.npmjs.org/vite/-/vite-5.4.21.tgz",
       "integrity": "sha512-o5a9xKjbtuhY6Bi5S3+HvbRERmouabWbyUcpXXUA1u+GNUKoROi9byOJ8M0nHbHYHkYICiMlqxkg1KkYmm25Sw==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "esbuild": "^0.21.3",
@@ -2485,7 +3497,6 @@
       "version": "1.6.4",
       "resolved": "https://registry.npmjs.org/vitepress/-/vitepress-1.6.4.tgz",
       "integrity": "sha512-+2ym1/+0VVrbhNyRoFFesVvBvHAVMZMK0rw60E3X/5349M1GuVdKeazuksqopEdvkKwKGs21Q729jX81/bkBJg==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@docsearch/css": "3.8.2",
@@ -2532,11 +3543,23 @@
         "viewerjs": "^1.11.6"
       }
     },
+    "node_modules/vitepress-plugin-mermaid": {
+      "version": "2.0.17",
+      "resolved": "https://registry.npmjs.org/vitepress-plugin-mermaid/-/vitepress-plugin-mermaid-2.0.17.tgz",
+      "integrity": "sha512-IUzYpwf61GC6k0XzfmAmNrLvMi9TRrVRMsUyCA8KNXhg/mQ1VqWnO0/tBVPiX5UoKF1mDUwqn5QV4qAJl6JnUg==",
+      "license": "MIT",
+      "optionalDependencies": {
+        "@mermaid-js/mermaid-mindmap": "^9.3.0"
+      },
+      "peerDependencies": {
+        "mermaid": "10 || 11",
+        "vitepress": "^1.0.0 || ^1.0.0-alpha"
+      }
+    },
     "node_modules/vue": {
       "version": "3.5.34",
       "resolved": "https://registry.npmjs.org/vue/-/vue-3.5.34.tgz",
       "integrity": "sha512-WdLBG9gm02OgJIG9axd5Hpx0TFLdzVgfG2evFFu8Rur5O/IoGc5cMjnjh3tPL6GnRGsYvUhBSKVPYVcxRKpMCA==",
-      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@vue/compiler-dom": "3.5.34",
@@ -2558,7 +3581,6 @@
       "version": "2.0.4",
       "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz",
       "integrity": "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==",
-      "dev": true,
       "license": "MIT",
       "funding": {
         "type": "github",
diff --git a/docs/package.json b/docs/package.json
index fc1bc97..7cb7a79 100644
--- a/docs/package.json
+++ b/docs/package.json
@@ -5,13 +5,15 @@
   "scripts": {
     "docs:dev": "vitepress dev",
     "docs:build": "vitepress build",
-    "docs:preview": "vitepress preview"
+    "docs:preview": "vitepress preview",
+    "docs:gen-db": "uv run --directory ../backend python scripts/gen_db_docs.py"
   },
   "devDependencies": {
     "vitepress": "^1.6.4"
   },
   "dependencies": {
     "viewerjs": "^1.11.7",
-    "vitepress-plugin-image-viewer": "^1.1.6"
+    "vitepress-plugin-image-viewer": "^1.1.6",
+    "vitepress-plugin-mermaid": "^2.0.17"
   }
 }