fix: issue in document matching

.dockerignore

@@ -0,0 +1,2 @@
+node_modules/
+packages/*/dist/

.github/release-drafter-config.yml

@@ -0,0 +1,48 @@
+name-template: "$RESOLVED_VERSION 🌈"
+tag-template: "$RESOLVED_VERSION"
+categories:
+  - title: "🚀 Features"
+    labels:
+      - "feature"
+      - "enhancement"
+  - title: "🐛 Bug Fixes"
+    labels:
+      - "fix"
+      - "bugfix"
+      - "bug"
+  - title: "🧰 Maintenance"
+    label: "chore"
+change-template: "- $TITLE @$AUTHOR (#$NUMBER)"
+change-title-escapes: '\<*_&' # You can add # and @ to disable mentions, and add ` to disable code blocks.
+version-resolver:
+  major:
+    labels:
+      - "major"
+  minor:
+    labels:
+      - "minor"
+  patch:
+    labels:
+      - "patch"
+  default: patch
+autolabeler:
+  - label: "chore"
+    files:
+      - "*.md"
+    branch:
+      - '/docs{0,1}\/.+/'
+  - label: "bug"
+    branch:
+      - '/fix\/.+/'
+    title:
+      - "/fix/i"
+  - label: "enhancement"
+    branch:
+      - '/feature\/.+/'
+      - '/feat\/.+/'
+    title:
+      - "/feat:.+/"
+template: |
+  ## Changes
+
+  $CHANGES

.github/workflows/auto-labeler.yaml auto-labeler.yaml auto-labeler.yaml auto-labeler.yaml

@@ -0,0 +1,21 @@
+name: Auto Labeler
+on:
+  pull_request:
+    types: [opened, reopened, synchronize]
+
+permissions:
+  contents: read
+
+jobs:
+  auto-labeler:
+    permissions:
+      contents: write
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+      - uses: release-drafter/release-drafter@v6
+        with:
+          config-name: release-drafter-config.yml
+          disable-releaser: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/job-build.yaml

@@ -0,0 +1,55 @@
+name: Build
+on:
+  workflow_call:
+jobs:
+  build:
+    name: Build
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/setup-node@v4
+        with:
+          node-version: "${{ env.NODE_VERSION }}"
+          registry-url: "${{ env.NODE_REGISTRY }}"
+
+      - uses: pnpm/action-setup@v4
+        name: Install pnpm
+        with:
+          version: ${{ env.PNPM_VERSION }}
+          run_install: false
+
+      - name: Get pnpm store directory
+        shell: bash
+        run: |
+          echo "STORE_PATH=$(pnpm store path --silent)" >> $GITHUB_ENV
+
+      - uses: actions/cache@v4
+        name: Setup pnpm cache
+        with:
+          path: ${{ env.STORE_PATH }}
+          key: ${{ runner.os }}-pnpm-store-${{ hashFiles('**/pnpm-lock.yaml') }}
+          restore-keys: |
+            ${{ runner.os }}-pnpm-store-
+
+      - name: Install dependencies
+        run: pnpm install
+        env:
+          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
+
+      - name: Build
+        run: pnpm build
+
+      - name: Run tests
+        run: pnpm test
+
+      - uses: actions/upload-artifact@v4
+        with:
+          name: lib
+          retention-days: 5
+          path: |
+            packages/*/dist 
+            extensions/*/dist 
+            server/*/dist 
+            package.json
+            README.md

.github/workflows/job-draft-release.yaml

@@ -0,0 +1,18 @@
+name: Draft release
+on:
+  workflow_call:
+jobs:
+  draft-release:
+    name: Update release drafter
+    permissions:
+      contents: write
+      pull-requests: write
+    environment: release
+    runs-on: ubuntu-latest
+    steps:
+      - uses: release-drafter/release-drafter@v6
+        with:
+          config-name: release-drafter-config.yml
+          publish: true
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

.github/workflows/pipeline-default.yaml

@@ -0,0 +1,115 @@
+name: Build and release
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    types:
+      - opened
+      - synchronize
+
+env:
+  environment: test
+  release_channel: latest
+  DO_NOT_TRACK: "1"
+  NODE_VERSION: "23.x"
+  NODE_REGISTRY: "https://registry.npmjs.org"
+  NPM_TOKEN: ${{ secrets.NPM_TOKEN }}
+  DOCKER_REGISTRY: ghcr.io
+  IMAGE_NAME: ${{ github.repository }}
+  PNPM_VERSION: 10.6.0
+
+permissions:
+  contents: write
+  packages: read
+  pull-requests: write
+  id-token: write
+  actions: read
+  security-events: write
+jobs:
+  build:
+    uses: ./.github/workflows/job-build.yaml
+    name: Build
+
+  update-release-draft:
+    needs: build
+    if: github.ref == 'refs/heads/main'
+    uses: ./.github/workflows/job-draft-release.yaml
+
+  release:
+    permissions:
+      contents: read
+      packages: write
+      attestations: write
+      id-token: write
+      pages: write
+    name: Release
+    if: github.ref == 'refs/heads/main'
+    runs-on: ubuntu-latest
+    needs: update-release-draft
+    environment: release
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      # - uses: actions/setup-node@v4
+      #   with:
+      #     node-version: '${{ env.NODE_VERSION }}'
+      #     registry-url: '${{ env.NODE_REGISTRY }}'
+      #
+      # - uses: pnpm/action-setup@v4
+      #   name: Install pnpm
+      #   with:
+      #     version: ${{ env.PNPM_VERSION }}
+      #     run_install: false
+      #
+      # - name: Install dependencies
+      #   run: pnpm install
+      #   env:
+      #     NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
+      #
+      # - uses: actions/download-artifact@v4
+      #   with:
+      #     name: lib
+      #     path: ./
+      #
+      # - name: Publish to npm
+      #   run: |
+      #     git config user.name "Github Actions Bot"
+      #     git config user.email "<>"
+      #     node ./scripts/set-version.mjs $(git describe --tag --abbrev=0)
+      #     pnpm publish -r --no-git-checks --access public
+      #   env:
+      #     NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
+
+      - name: Log in to the Container registry
+        uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1
+        with:
+          registry: ${{ env.DOCKER_REGISTRY }}
+          username: ${{ github.actor }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata (tags, labels) for Docker
+        id: meta
+        uses: docker/metadata-action@9ec57ed1fcdbf14dcef7dfbe97b2010124a938b7
+        with:
+          images: ${{ env.DOCKER_REGISTRY }}/${{ env.IMAGE_NAME }}
+
+      - name: Build and push Docker image
+        id: push
+        uses: docker/build-push-action@f2a1d5e99d037542a71f64918e516c093c6f3fc4
+        with:
+          context: .
+          file: ./packages/server/Dockerfile
+          push: true
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+
+      # - name: Generate artifact attestation
+      #   uses: actions/attest-build-provenance@v2
+      #   with:
+      #     subject-name: ${{ env.DOCKER_REGISTRY }}/${{ env.IMAGE_NAME}}
+      #     subject-digest: ${{ steps.push.outputs.digest }}
+      #     push-to-registry: true

.u8.json

@@ -56,6 +56,16 @@
         "packageVersion": "1.0.0",
         "packageName": "runtime"
       }
+    },
+    {
+      "timestamp": "2025-12-10T09:46:52.130Z",
+      "template": "pkg",
+      "values": {
+        "monoRepo": true,
+        "packagePrefix": "@morten-olsen/stash-",
+        "packageVersion": "1.0.0",
+        "packageName": "client"
+      }
     }
   ]
 }

docker-compose.yaml

@@ -0,0 +1,9 @@
+name: stash
+services:
+  app:
+    build:
+      context: .
+      dockerfile: ./packages/server/Dockerfile
+    read_only: true
+    ports:
+      - 3400:3400

eslint.config.mjs

@@ -46,6 +46,6 @@ export default tseslint.config(
   },
   ...compat.extends('plugin:prettier/recommended'),
   {
-    ignores: ['**/node_modules/', '**/dist/', '**/.turbo/', '**/generated/'],
+    ignores: ['**/node_modules/', '**/dist/', '**/.turbo/', '**/__generated__/'],
   },
 );

packages/client/.gitignore

@@ -0,0 +1,4 @@
+/node_modules/
+/dist/
+/coverage/
+/.env

packages/client/package.json

@@ -0,0 +1,31 @@
+{
+  "type": "module",
+  "main": "dist/exports.js",
+  "scripts": {
+    "build": "tsc --build",
+    "test:unit": "vitest --run --passWithNoTests",
+    "test": "pnpm run \"/^test:/\"",
+    "generate:client": "openapi-typescript http://localhost:3400/docs/openapi.json -o src/__generated__/schema.ts"
+  },
+  "packageManager": "pnpm@10.6.0",
+  "files": [
+    "dist"
+  ],
+  "exports": {
+    ".": "./dist/exports.js"
+  },
+  "devDependencies": {
+    "@morten-olsen/stash-configs": "workspace:*",
+    "@morten-olsen/stash-tests": "workspace:*",
+    "@types/node": "24.10.2",
+    "@vitest/coverage-v8": "4.0.15",
+    "openapi-typescript": "^7.10.1",
+    "typescript": "5.9.3",
+    "vitest": "4.0.15"
+  },
+  "name": "@morten-olsen/stash-client",
+  "version": "1.0.0",
+  "dependencies": {
+    "openapi-fetch": "^0.15.0"
+  }
+}

packages/client/src/__generated__/schema.ts

@@ -0,0 +1,515 @@
+/**
+ * This file was auto-generated by openapi-typescript.
+ * Do not make direct changes to the file.
+ */
+
+export interface paths {
+    "/system/ready": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        /** Get system ready state */
+        get: operations["GET/system/ready"];
+        put?: never;
+        post?: never;
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/documents": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Upsert document */
+        post: operations["POST/documents"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/document-filters": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Find documents */
+        post: operations["POST/documents-filters"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+    "/document-chunk-filters": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        get?: never;
+        put?: never;
+        /** Find document chunks */
+        post: operations["POST/documents-chunk-filters"];
+        delete?: never;
+        options?: never;
+        head?: never;
+        patch?: never;
+        trace?: never;
+    };
+}
+export type webhooks = Record<string, never>;
+export interface components {
+    schemas: never;
+    responses: never;
+    parameters: never;
+    requestBodies: never;
+    headers: never;
+    pathItems: never;
+}
+export type $defs = Record<string, never>;
+export interface operations {
+    "GET/system/ready": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: never;
+        responses: {
+            /** @description Default Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": {
+                        /** @enum {string} */
+                        status: "ok";
+                    };
+                };
+            };
+        };
+    };
+    "POST/documents": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: {
+            content: {
+                "application/json": {
+                    id?: string | null;
+                    owner?: string | null;
+                    contentType?: string | null;
+                    content?: string | null;
+                    source?: string | null;
+                    sourceId?: string | null;
+                    type?: string;
+                    typeVersion?: number | null;
+                    searchText?: string | null;
+                    metadata?: unknown;
+                };
+            };
+        };
+        responses: {
+            /** @description Default Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": {
+                        /** @enum {string} */
+                        action: "inserted" | "updated" | "skipped";
+                        id: string;
+                        document: {
+                            id: string;
+                            owner: string | null;
+                            /** Format: date-time */
+                            createdAt: string;
+                            /** Format: date-time */
+                            updatedAt: string;
+                            /** Format: date-time */
+                            deletedAt: string | null;
+                            contentType: string | null;
+                            content: string | null;
+                            source: string | null;
+                            sourceId: string | null;
+                            type: string;
+                            typeVersion: number | null;
+                            searchText: string | null;
+                            metadata: unknown;
+                        };
+                    };
+                };
+            };
+        };
+    };
+    "POST/documents-filters": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody: {
+            content: {
+                "application/json": {
+                    /** @default 0 */
+                    offset?: number;
+                    /** @default 20 */
+                    limit?: number;
+                    condition: (({
+                        /** @enum {string} */
+                        type: "text";
+                        tableName?: string;
+                        field: string[];
+                        conditions: {
+                            equal?: string | null;
+                            notEqual?: string;
+                            like?: string;
+                            notLike?: string;
+                            in?: string[];
+                            notIn?: string[];
+                        };
+                    } | {
+                        /** @enum {string} */
+                        type: "number";
+                        tableName?: string;
+                        field: string[];
+                        conditions: {
+                            equals?: number | null;
+                            notEquals?: number | null;
+                            greaterThan?: number;
+                            greaterThanOrEqual?: number;
+                            lessThan?: number;
+                            lessThanOrEqual?: number;
+                            in?: number[];
+                            notIn?: number[];
+                        };
+                    }) | {
+                        /** @enum {string} */
+                        type: "operator";
+                        /** @enum {string} */
+                        operator: "and" | "or";
+                        conditions: (({
+                            /** @enum {string} */
+                            type: "text";
+                            tableName?: string;
+                            field: string[];
+                            conditions: {
+                                equal?: string | null;
+                                notEqual?: string;
+                                like?: string;
+                                notLike?: string;
+                                in?: string[];
+                                notIn?: string[];
+                            };
+                        } | {
+                            /** @enum {string} */
+                            type: "number";
+                            tableName?: string;
+                            field: string[];
+                            conditions: {
+                                equals?: number | null;
+                                notEquals?: number | null;
+                                greaterThan?: number;
+                                greaterThanOrEqual?: number;
+                                lessThan?: number;
+                                lessThanOrEqual?: number;
+                                in?: number[];
+                                notIn?: number[];
+                            };
+                        }) | {
+                            /** @enum {string} */
+                            type: "operator";
+                            /** @enum {string} */
+                            operator: "and" | "or";
+                            conditions: (({
+                                /** @enum {string} */
+                                type: "text";
+                                tableName?: string;
+                                field: string[];
+                                conditions: {
+                                    equal?: string | null;
+                                    notEqual?: string;
+                                    like?: string;
+                                    notLike?: string;
+                                    in?: string[];
+                                    notIn?: string[];
+                                };
+                            } | {
+                                /** @enum {string} */
+                                type: "number";
+                                tableName?: string;
+                                field: string[];
+                                conditions: {
+                                    equals?: number | null;
+                                    notEquals?: number | null;
+                                    greaterThan?: number;
+                                    greaterThanOrEqual?: number;
+                                    lessThan?: number;
+                                    lessThanOrEqual?: number;
+                                    in?: number[];
+                                    notIn?: number[];
+                                };
+                            }) | {
+                                /** @enum {string} */
+                                type: "operator";
+                                /** @enum {string} */
+                                operator: "and" | "or";
+                                conditions: ({
+                                    /** @enum {string} */
+                                    type: "text";
+                                    tableName?: string;
+                                    field: string[];
+                                    conditions: {
+                                        equal?: string | null;
+                                        notEqual?: string;
+                                        like?: string;
+                                        notLike?: string;
+                                        in?: string[];
+                                        notIn?: string[];
+                                    };
+                                } | {
+                                    /** @enum {string} */
+                                    type: "number";
+                                    tableName?: string;
+                                    field: string[];
+                                    conditions: {
+                                        equals?: number | null;
+                                        notEquals?: number | null;
+                                        greaterThan?: number;
+                                        greaterThanOrEqual?: number;
+                                        lessThan?: number;
+                                        lessThanOrEqual?: number;
+                                        in?: number[];
+                                        notIn?: number[];
+                                    };
+                                })[];
+                            })[];
+                        })[];
+                    }) | string;
+                };
+            };
+        };
+        responses: {
+            /** @description Default Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": {
+                        items: {
+                            id: string;
+                            owner: string | null;
+                            /** Format: date-time */
+                            createdAt: string;
+                            /** Format: date-time */
+                            updatedAt: string;
+                            /** Format: date-time */
+                            deletedAt: string | null;
+                            contentType: string | null;
+                            content: string | null;
+                            source: string | null;
+                            sourceId: string | null;
+                            type: string;
+                            typeVersion: number | null;
+                            searchText: string | null;
+                            metadata: unknown;
+                        }[];
+                    };
+                };
+            };
+        };
+    };
+    "POST/documents-chunk-filters": {
+        parameters: {
+            query?: never;
+            header?: never;
+            path?: never;
+            cookie?: never;
+        };
+        requestBody?: {
+            content: {
+                "application/json": {
+                    /** @default 20 */
+                    limit?: number;
+                    /** @default 0 */
+                    offset?: number;
+                    semanticText?: string;
+                    conditions?: (({
+                        /** @enum {string} */
+                        type: "text";
+                        tableName?: string;
+                        field: string[];
+                        conditions: {
+                            equal?: string | null;
+                            notEqual?: string;
+                            like?: string;
+                            notLike?: string;
+                            in?: string[];
+                            notIn?: string[];
+                        };
+                    } | {
+                        /** @enum {string} */
+                        type: "number";
+                        tableName?: string;
+                        field: string[];
+                        conditions: {
+                            equals?: number | null;
+                            notEquals?: number | null;
+                            greaterThan?: number;
+                            greaterThanOrEqual?: number;
+                            lessThan?: number;
+                            lessThanOrEqual?: number;
+                            in?: number[];
+                            notIn?: number[];
+                        };
+                    }) | {
+                        /** @enum {string} */
+                        type: "operator";
+                        /** @enum {string} */
+                        operator: "and" | "or";
+                        conditions: (({
+                            /** @enum {string} */
+                            type: "text";
+                            tableName?: string;
+                            field: string[];
+                            conditions: {
+                                equal?: string | null;
+                                notEqual?: string;
+                                like?: string;
+                                notLike?: string;
+                                in?: string[];
+                                notIn?: string[];
+                            };
+                        } | {
+                            /** @enum {string} */
+                            type: "number";
+                            tableName?: string;
+                            field: string[];
+                            conditions: {
+                                equals?: number | null;
+                                notEquals?: number | null;
+                                greaterThan?: number;
+                                greaterThanOrEqual?: number;
+                                lessThan?: number;
+                                lessThanOrEqual?: number;
+                                in?: number[];
+                                notIn?: number[];
+                            };
+                        }) | {
+                            /** @enum {string} */
+                            type: "operator";
+                            /** @enum {string} */
+                            operator: "and" | "or";
+                            conditions: (({
+                                /** @enum {string} */
+                                type: "text";
+                                tableName?: string;
+                                field: string[];
+                                conditions: {
+                                    equal?: string | null;
+                                    notEqual?: string;
+                                    like?: string;
+                                    notLike?: string;
+                                    in?: string[];
+                                    notIn?: string[];
+                                };
+                            } | {
+                                /** @enum {string} */
+                                type: "number";
+                                tableName?: string;
+                                field: string[];
+                                conditions: {
+                                    equals?: number | null;
+                                    notEquals?: number | null;
+                                    greaterThan?: number;
+                                    greaterThanOrEqual?: number;
+                                    lessThan?: number;
+                                    lessThanOrEqual?: number;
+                                    in?: number[];
+                                    notIn?: number[];
+                                };
+                            }) | {
+                                /** @enum {string} */
+                                type: "operator";
+                                /** @enum {string} */
+                                operator: "and" | "or";
+                                conditions: ({
+                                    /** @enum {string} */
+                                    type: "text";
+                                    tableName?: string;
+                                    field: string[];
+                                    conditions: {
+                                        equal?: string | null;
+                                        notEqual?: string;
+                                        like?: string;
+                                        notLike?: string;
+                                        in?: string[];
+                                        notIn?: string[];
+                                    };
+                                } | {
+                                    /** @enum {string} */
+                                    type: "number";
+                                    tableName?: string;
+                                    field: string[];
+                                    conditions: {
+                                        equals?: number | null;
+                                        notEquals?: number | null;
+                                        greaterThan?: number;
+                                        greaterThanOrEqual?: number;
+                                        lessThan?: number;
+                                        lessThanOrEqual?: number;
+                                        in?: number[];
+                                        notIn?: number[];
+                                    };
+                                })[];
+                            })[];
+                        })[];
+                    }) | string;
+                };
+            };
+        };
+        responses: {
+            /** @description Default Response */
+            200: {
+                headers: {
+                    [name: string]: unknown;
+                };
+                content: {
+                    "application/json": {
+                        items: {
+                            id: string;
+                            owner: string;
+                            content: string;
+                            metadata: unknown;
+                            distance?: number;
+                        }[];
+                    };
+                };
+            };
+        };
+    };
+}

packages/client/src/exports.ts

@@ -0,0 +1,19 @@
+import createApiClient from 'openapi-fetch';
+
+import type { paths } from './__generated__/schema.js';
+
+type CreateStashClientOptions = {
+  baseUrl: string;
+};
+
+type StashClient = ReturnType<typeof createApiClient<paths>>;
+
+const createStashClient = (options: CreateStashClientOptions): StashClient => {
+  const client = createApiClient<paths>({
+    baseUrl: options.baseUrl,
+  });
+  return client;
+};
+
+export type { StashClient };
+export { createStashClient };

packages/client/tsconfig.json

@@ -0,0 +1,9 @@
+{
+  "compilerOptions": {
+    "outDir": "./dist"
+  },
+  "include": [
+    "src/**/*.ts"
+  ],
+  "extends": "@morten-olsen/stash-configs/tsconfig.json"
+}

packages/client/vitest.config.ts

@@ -0,0 +1,12 @@
+import { defineConfig } from 'vitest/config';
+import { getAliases } from '@morten-olsen/stash-tests/vitest';
+
+// eslint-disable-next-line import/no-default-export
+export default defineConfig(async () => {
+  const aliases = await getAliases();
+  return {
+    resolve: {
+      alias: aliases,
+    },
+  };
+});

packages/query-dsl/package.json

@@ -23,9 +23,6 @@
   },
   "name": "@morten-olsen/stash-query-dsl",
   "version": "1.0.0",
-  "imports": {
-    "#root/*": "./src/*"
-  },
   "dependencies": {
     "chevrotain": "^11.0.3",
     "zod": "4.1.13"

packages/query-dsl/src/exports.ts

@@ -1,2 +1,4 @@
 export * from './query-parser.schemas.js';
-export { QueryParser } from './query-parser.js';
+export { QueryParser, queryParser } from './query-parser.js';
+export * from './utils.filter.js';
+export * from './query-parser.codec.js';

packages/query-dsl/src/query-parser.codec.ts

@@ -0,0 +1,20 @@
+import { z } from 'zod';
+
+import { queryFilterSchema } from './query-parser.schemas.js';
+import { queryParser } from './query-parser.js';
+
+const queryStringSchema: typeof queryFilterSchema = z
+  .codec(z.string(), queryFilterSchema, {
+    encode: (filter) => {
+      return queryParser.stringify(filter);
+    },
+    decode: (input) => {
+      return queryParser.parse(input);
+    },
+    // eslint-disable-next-line
+  }).meta({ id: 'QueryString', examples: ["metadata.foo = 'bar'"] }) as any;
+
+// eslint-disable-next-line
+const querySchema: typeof queryFilterSchema = z.union([queryStringSchema, queryFilterSchema]) as any
+
+export { querySchema };

packages/query-dsl/src/query-parser.parser.ts

@@ -1,6 +1,6 @@
 import { createToken, Lexer, EmbeddedActionsParser } from 'chevrotain';
 
-import type { QueryFilter, QueryCondition } from './query-parser.schemas.js';
+import { type QueryFilter, type QueryCondition, queryFilterSchema } from './query-parser.schemas.js';
 
 // ----------------- Lexer -----------------
 
@@ -426,7 +426,10 @@ class QueryParserParser extends EmbeddedActionsParser {
     return this.SUBRULE(this.#orExpression);
   });
 
-  public parse = (input: string): QueryFilter => {
+  public parse = <T extends typeof queryFilterSchema>(
+    input: string,
+    schema: T = queryFilterSchema as unknown as T,
+  ): QueryFilter => {
     const lexResult = QueryLexer.tokenize(input);
 
     if (lexResult.errors.length > 0) {
@@ -450,7 +453,7 @@ class QueryParserParser extends EmbeddedActionsParser {
       throw new Error(`Parse error: ${error.message}`);
     }
 
-    return result;
+    return schema.parse(result);
   };
 }
 

packages/query-dsl/src/query-parser.schemas.ts

@@ -1,6 +1,7 @@
-import { z } from 'zod';
+import { z, ZodArray } from 'zod';
 
-const queryConditionTextSchema = z.object({
+const queryConditionTextSchema = z
+  .object({
     type: z.literal('text'),
     tableName: z.string().optional(),
     field: z.array(z.string()),
@@ -12,11 +13,13 @@ const queryConditionTextSchema = z.object({
       in: z.array(z.string()).optional(),
       notIn: z.array(z.string()).optional(),
     }),
-});
+  })
+  .meta({ id: 'QueryConditionText' });
 
 type QueryConditionText = z.infer<typeof queryConditionTextSchema>;
 
-const queryConditionNumberSchema = z.object({
+const queryConditionNumberSchema = z
+  .object({
     type: z.literal('number'),
     tableName: z.string().optional(),
     field: z.array(z.string()),
@@ -30,56 +33,33 @@ const queryConditionNumberSchema = z.object({
       in: z.array(z.number()).optional(),
       notIn: z.array(z.number()).optional(),
     }),
-});
+  })
+  .meta({ id: 'QueryConditionNumber' });
 
 type QueryConditionNumber = z.infer<typeof queryConditionNumberSchema>;
 
-const queryConditionSchema = z.discriminatedUnion('type', [queryConditionTextSchema, queryConditionNumberSchema]);
+const queryConditionSchema = z
+  .discriminatedUnion('type', [queryConditionTextSchema, queryConditionNumberSchema])
+  .meta({ id: 'QueryCondition' });
 
 type QueryCondition = z.infer<typeof queryConditionSchema>;
 
-type QueryFilter = QueryCondition | QueryOperator;
-
-type QueryOperator = {
-  type: 'operator';
-  operator: 'and' | 'or';
-  conditions: QueryFilter[];
-};
-
-// Create a depth-limited recursive schema for OpenAPI compatibility
-// This supports up to 3 levels of nesting, which should be sufficient for most use cases
-// OpenAPI cannot handle z.lazy(), so we manually define the nesting
-// If you need deeper nesting, you can add more levels (Level3, Level4, etc.)
-const queryFilterSchemaLevel0: z.ZodType<QueryFilter> = z.union([
-  queryConditionSchema,
-  z.object({
+const queryOperatorSchema = z
+  .object({
     type: z.literal('operator'),
     operator: z.enum(['and', 'or']),
-    conditions: z.array(queryConditionSchema),
-  }),
-]);
+    get conditions(): ZodArray<typeof queryOperatorSchema | typeof queryConditionSchema> {
+      // eslint-disable-next-line
+      return z.array(queryFilterSchema) as any;
+    },
+  })
+  .meta({ id: 'QueryOperator' });
 
-const queryFilterSchemaLevel1: z.ZodType<QueryFilter> = z.union([
-  queryConditionSchema,
-  z.object({
-    type: z.literal('operator'),
-    operator: z.enum(['and', 'or']),
-    conditions: z.array(queryFilterSchemaLevel0),
-  }),
-]);
+type QueryOperator = z.infer<typeof queryOperatorSchema>;
 
-const queryFilterSchemaLevel2: z.ZodType<QueryFilter> = z.union([
-  queryConditionSchema,
-  z.object({
-    type: z.literal('operator'),
-    operator: z.enum(['and', 'or']),
-    conditions: z.array(queryFilterSchemaLevel1),
-  }),
-]);
+const queryFilterSchema = z.union([queryOperatorSchema, queryConditionSchema]).meta({ id: 'QueryFilter' });
 
-// Export the depth-limited schema (supports 3 levels of nesting)
-// This works with OpenAPI schema generation
-const queryFilterSchema = queryFilterSchemaLevel2;
+type QueryFilter = z.infer<typeof queryFilterSchema>;
 
 export type { QueryConditionText, QueryConditionNumber, QueryOperator, QueryCondition, QueryFilter };
 export { queryConditionSchema, queryFilterSchema };

packages/query-dsl/src/query-parser.ts

@@ -19,4 +19,6 @@ class QueryParser {
   };
 }
 
-export { QueryParser };
+const queryParser = new QueryParser();
+
+export { QueryParser, queryParser };

packages/query-dsl/src/utils.filter.ts

@@ -0,0 +1,171 @@
+import type { QueryCondition, QueryConditionNumber, QueryConditionText, QueryFilter } from './query-parser.schemas.js';
+
+const getFieldValue = <T extends Record<string, unknown>>(obj: T, field: string[]): unknown => {
+  let current: unknown = obj;
+
+  for (const key of field) {
+    if (current === null || current === undefined) {
+      return undefined;
+    }
+    if (typeof current !== 'object') {
+      return undefined;
+    }
+    current = (current as Record<string, unknown>)[key];
+  }
+
+  return current;
+};
+
+/**
+ * Converts a SQL LIKE pattern to a RegExp.
+ * Handles % (any characters) and _ (single character) wildcards.
+ */
+const likeToRegex = (pattern: string): RegExp => {
+  const escaped = pattern
+    .replace(/[.*+?^${}()|[\]\\]/g, '\\$&') // Escape regex special chars
+    .replace(/%/g, '.*') // % matches any characters
+    .replace(/_/g, '.'); // _ matches single character
+  return new RegExp(`^${escaped}$`, 'i');
+};
+
+const applyQueryConditionText = <T extends Record<string, unknown>>(
+  obj: T,
+  { field, conditions }: QueryConditionText,
+): boolean => {
+  const value = getFieldValue(obj, field);
+
+  if (conditions.equal !== undefined) {
+    if (conditions.equal === null) {
+      if (value !== null && value !== undefined) return false;
+    } else {
+      if (value !== conditions.equal) return false;
+    }
+  }
+
+  if (conditions.notEqual !== undefined) {
+    if (conditions.notEqual === null) {
+      if (value === null || value === undefined) return false;
+    } else {
+      if (value === conditions.notEqual) return false;
+    }
+  }
+
+  if (conditions.like !== undefined) {
+    if (typeof value !== 'string') return false;
+    const regex = likeToRegex(conditions.like);
+    if (!regex.test(value)) return false;
+  }
+
+  if (conditions.notLike !== undefined) {
+    if (typeof value !== 'string') return false;
+    const regex = likeToRegex(conditions.notLike);
+    if (regex.test(value)) return false;
+  }
+
+  if (conditions.in !== undefined) {
+    if (!conditions.in.includes(value as string)) return false;
+  }
+
+  if (conditions.notIn !== undefined) {
+    if (conditions.notIn.includes(value as string)) return false;
+  }
+
+  return true;
+};
+
+const applyQueryConditionNumber = <T extends Record<string, unknown>>(
+  obj: T,
+  { field, conditions }: QueryConditionNumber,
+): boolean => {
+  const value = getFieldValue(obj, field);
+
+  if (conditions.equals !== undefined) {
+    if (conditions.equals === null) {
+      if (value !== null && value !== undefined) return false;
+    } else {
+      if (value !== conditions.equals) return false;
+    }
+  }
+
+  if (conditions.notEquals !== undefined) {
+    if (conditions.notEquals === null) {
+      if (value === null || value === undefined) return false;
+    } else {
+      if (value === conditions.notEquals) return false;
+    }
+  }
+
+  if (conditions.greaterThan !== undefined) {
+    if (typeof value !== 'number' || value <= conditions.greaterThan) return false;
+  }
+
+  if (conditions.greaterThanOrEqual !== undefined) {
+    if (typeof value !== 'number' || value < conditions.greaterThanOrEqual) return false;
+  }
+
+  if (conditions.lessThan !== undefined) {
+    if (typeof value !== 'number' || value >= conditions.lessThan) return false;
+  }
+
+  if (conditions.lessThanOrEqual !== undefined) {
+    if (typeof value !== 'number' || value > conditions.lessThanOrEqual) return false;
+  }
+
+  if (conditions.in !== undefined) {
+    if (!conditions.in.includes(value as number)) return false;
+  }
+
+  if (conditions.notIn !== undefined) {
+    if (conditions.notIn.includes(value as number)) return false;
+  }
+
+  return true;
+};
+
+const applyQueryCondition = <T extends Record<string, unknown>>(obj: T, options: QueryCondition): boolean => {
+  switch (options.type) {
+    case 'text': {
+      return applyQueryConditionText(obj, options);
+    }
+    case 'number': {
+      return applyQueryConditionNumber(obj, options);
+    }
+    default: {
+      throw new Error(`Unknown filter type`);
+    }
+  }
+};
+
+const applyQueryFilter = <T extends Record<string, unknown>>(obj: T, filter: QueryFilter): boolean => {
+  if (filter.type === 'operator') {
+    if (filter.conditions.length === 0) {
+      return true;
+    }
+
+    switch (filter.operator) {
+      case 'or': {
+        return filter.conditions.some((condition) => applyQueryFilter(obj, condition));
+      }
+      case 'and': {
+        return filter.conditions.every((condition) => applyQueryFilter(obj, condition));
+      }
+    }
+  } else {
+    return applyQueryCondition(obj, filter);
+  }
+};
+
+const createFilterFunction = <T extends Record<string, unknown>>(filter: QueryFilter): ((obj: T) => boolean) => {
+  return (obj: T) => applyQueryFilter(obj, filter);
+};
+
+const filterObjects = <T extends Record<string, unknown>>(objects: T[], filter: QueryFilter): T[] => {
+  return objects.filter(createFilterFunction(filter));
+};
+
+const isMatch = <T extends Record<string, unknown>>(input: T, filter: QueryFilter) => {
+  const fn = createFilterFunction(filter);
+  return fn(input);
+};
+
+export { createFilterFunction, filterObjects, isMatch };

packages/runtime/package.json

@@ -24,9 +24,6 @@
   },
   "name": "@morten-olsen/stash-runtime",
   "version": "1.0.0",
-  "imports": {
-    "#root/*": "./src/*"
-  },
   "dependencies": {
     "@electric-sql/pglite": "^0.3.14",
     "@huggingface/transformers": "^3.8.1",

packages/runtime/src/exports.ts

@@ -1,4 +1,17 @@
+import { env, pipeline } from '@huggingface/transformers';
+
+import { EMBEDDING_MODEL } from './utils/utils.consts.js';
+
+const setModelLocation = (location: string) => {
+  env.cacheDir = location;
+};
+
+const preloadModel = async () => {
+  await pipeline('feature-extraction', EMBEDDING_MODEL);
+};
+
 export { Services } from './utils/utils.services.js';
 export { StashRuntime } from './runtime.js';
 export * from './services/documents/documents.js';
 export * from './services/document-chunks/document-chunks.js';
+export { setModelLocation, preloadModel };

packages/runtime/src/services/database/database.schemas.ts

@@ -0,0 +1,40 @@
+import { z } from 'zod';
+
+const insertedRecordEventSchema = z.object({
+  operation: z.literal('INSERT'),
+  table: z.string(),
+  schema: z.string(),
+  newRecord: z.record(z.string(), z.unknown()),
+});
+
+type InsertedRecordEvent = z.infer<typeof insertedRecordEventSchema>;
+
+const deletedRecordEventSchema = z.object({
+  operation: z.literal('DELETE'),
+  table: z.string(),
+  schema: z.string(),
+  oldRecord: z.record(z.string(), z.unknown()),
+});
+
+type DeletedRecordEvent = z.infer<typeof deletedRecordEventSchema>;
+
+const updatedRecordEventSchema = z.object({
+  operation: z.literal('UPDATE'),
+  table: z.string(),
+  schema: z.string(),
+  newRecord: z.record(z.string(), z.unknown()),
+  oldRecord: z.record(z.string(), z.unknown()),
+});
+
+type UpdatedRecordEvent = z.infer<typeof updatedRecordEventSchema>;
+
+const changedRecordEventSchema = z.discriminatedUnion('operation', [
+  insertedRecordEventSchema,
+  deletedRecordEventSchema,
+  updatedRecordEventSchema,
+]);
+
+type ChangedRecordEvent = z.infer<typeof changedRecordEventSchema>;
+
+export type { InsertedRecordEvent, DeletedRecordEvent, UpdatedRecordEvent, ChangedRecordEvent };
+export { insertedRecordEventSchema, deletedRecordEventSchema, updatedRecordEventSchema, changedRecordEventSchema };

packages/runtime/src/services/database/database.ts

@@ -1,51 +1,59 @@
-import knex, { type Knex } from 'knex';
-import ClientPgLite from 'knex-pglite';
-import { PGlite } from '@electric-sql/pglite';
-import { vector } from '@electric-sql/pglite/vector';
+import { destroy, type Services } from '../../utils/utils.services.js';
+import { EventEmitter } from '../../utils/utils.event-emitter.js';
 
 import { migrationSource } from './migrations/migrations.js';
+import { type ChangedRecordEvent } from './database.schemas.js';
+import type { GeneratorOutput } from './generators/generators.types.js';
+import { pgLiteGenerator } from './generators/generators.pglite.js';
+import { createEmitter } from './generators/generators.js';
 
-import { destroy, Services } from '#root/utils/utils.services.js';
+type DatabaseServiceEvents = {
+  changedRecord: (event: ChangedRecordEvent) => void;
+};
 
-class DatabaseService {
+class DatabaseService extends EventEmitter<DatabaseServiceEvents> {
   #services: Services;
-  #instance?: Promise<Knex>;
+  #generated?: Promise<GeneratorOutput>;
 
   constructor(services: Services) {
+    super();
     this.#services = services;
   }
 
   #setup = async () => {
-    const pglite = new PGlite({
-      extensions: { vector },
-    });
-
-    const instance = knex({
-      client: ClientPgLite,
-      dialect: 'postgres',
-      connection: () => ({ pglite }) as object,
-    });
-    await instance.raw(`CREATE EXTENSION IF NOT EXISTS vector`);
-
+    const emitter = createEmitter();
+    const output = await pgLiteGenerator({ emitter, config: {} });
+    const { instance } = output;
     await instance.migrate.latest({
       migrationSource: migrationSource({ services: this.#services }),
     });
+    emitter.on('changed', this.emit.bind(this, 'changedRecord'));
 
+    return output;
+  };
+
+  #getGenerated = async () => {
+    if (!this.#generated) {
+      this.#generated = this.#setup();
+    }
+    return this.#generated;
+  };
+
+  public listen = async () => {
+    const { subscribe } = await this.#getGenerated();
+    await subscribe();
+  };
+
+  public getInstance = async () => {
+    const { instance } = await this.#getGenerated();
     return instance;
   };
 
-  public getInstance = () => {
-    if (!this.#instance) {
-      this.#instance = this.#setup();
-    }
-    return this.#instance;
-  };
-
   [destroy] = async () => {
-    if (!this.#instance) {
+    if (!this.#generated) {
       return;
     }
-    const instance = await this.#instance;
+    const { instance } = await this.#generated;
     await instance.destroy();
   };
 }

packages/runtime/src/services/database/generators/generators.pglite.ts

@@ -0,0 +1,38 @@
+import { PGlite } from '@electric-sql/pglite';
+import knex from 'knex';
+import ClientPGLite from 'knex-pglite';
+import { vector } from '@electric-sql/pglite/vector';
+
+import { changedRecordEventSchema } from '../database.schemas.js';
+
+import type { Generator } from './generators.types.js';
+
+type PGLiteGeneratorOptions = {
+  dataLocation?: string;
+};
+const pgLiteGenerator: Generator<PGLiteGeneratorOptions> = async ({ emitter }) => {
+  const pglite = new PGlite({
+    extensions: { vector },
+  });
+
+  const instance = knex({
+    client: ClientPGLite,
+    dialect: 'postgres',
+    connection: () => ({ pglite }) as object,
+  });
+  await instance.raw(`CREATE EXTENSION IF NOT EXISTS vector`);
+  const subscribe = async () => {
+    pglite.onNotification((channel, data) => {
+      if (channel !== 'row_changed') {
+        return;
+      }
+      const payload = changedRecordEventSchema.parse(JSON.parse(data));
+      emitter.emit('changed', payload);
+    });
+    await instance.raw('LISTEN row_changed');
+  };
+
+  return { instance, subscribe };
+};
+
+export { pgLiteGenerator };

packages/runtime/src/services/database/generators/generators.ts

@@ -0,0 +1,7 @@
+import { EventEmitter } from '../../../utils/utils.event-emitter.js';
+
+import type { GeneratorEvents } from './generators.types.js';
+
+const createEmitter = () => new EventEmitter<GeneratorEvents>();
+
+export { createEmitter };

packages/runtime/src/services/database/generators/generators.types.ts

@@ -0,0 +1,21 @@
+import type { Knex } from 'knex';
+
+import type { ChangedRecordEvent } from '../database.schemas.js';
+import type { EventEmitter } from '../../../utils/utils.event-emitter.js';
+
+type GeneratorEvents = {
+  changed: (event: ChangedRecordEvent) => void;
+};
+type GeneratorOutput = {
+  instance: Knex;
+  subscribe: () => Promise<void>;
+};
+
+type GeneratorOptions<T> = {
+  config: T;
+  emitter: EventEmitter<GeneratorEvents>;
+};
+
+type Generator<T> = (options: GeneratorOptions<T>) => Promise<GeneratorOutput>;
+
+export type { GeneratorEvents, GeneratorOutput, Generator };

packages/runtime/src/services/database/migrations/migrations.001-init.ts

@@ -1,7 +1,7 @@
-import type { Migration } from './migrations.types.js';
+import { EMBEDDING_MODEL } from '../../../utils/utils.consts.js';
+import { EmbeddingsService } from '../../embeddings/embeddings.js';
 
-import { EmbeddingsService } from '#root/services/embeddings/embeddings.js';
-import { EMBEDDING_MODEL } from '#root/utils/utils.consts.js';
+import type { Migration } from './migrations.types.js';
 
 const tableNames = {
   documents: 'documents',
@@ -15,6 +15,45 @@ const init: Migration = {
     const embedding = services.get(EmbeddingsService);
     const embeddingField = await embedding.getFieldType(EMBEDDING_MODEL);
 
+    await knex.raw(`
+    CREATE OR REPLACE FUNCTION notify_changes()
+    RETURNS trigger AS $$
+    DECLARE
+      payload TEXT;
+    BEGIN
+      -- Build the JSON payload based on the operation type
+      IF (TG_OP = 'DELETE') THEN
+        payload := json_build_object(
+          'operation', TG_OP,
+          'table', TG_TABLE_NAME,
+          'schema', TG_TABLE_SCHEMA,
+          'oldRecord', row_to_json(OLD)
+        )::text;
+      ELSIF (TG_OP = 'INSERT') THEN
+        payload := json_build_object(
+          'operation', TG_OP,
+          'table', TG_TABLE_NAME,
+          'schema', TG_TABLE_SCHEMA,
+          'newRecord', row_to_json(NEW)
+        )::text;
+      ELSIF (TG_OP = 'UPDATE') THEN
+        payload := json_build_object(
+          'operation', TG_OP,
+          'table', TG_TABLE_NAME,
+          'schema', TG_TABLE_SCHEMA,
+          'oldRecord', row_to_json(OLD),
+          'newRecord', row_to_json(NEW)
+        )::text;
+      END IF;
+
+      -- Send the notification to the channel
+      PERFORM pg_notify('row_changed', payload);
+
+      RETURN NEW;
+    END;
+    $$ LANGUAGE plpgsql;
+    `);
+
     await knex.schema.createTable(tableNames.documents, (table) => {
       table.uuid('id').primary();
       table.uuid('owner').nullable().references('id').inTable(tableNames.documents).onDelete('CASCADE');
@@ -22,18 +61,25 @@ const init: Migration = {
       table.datetime('createdAt').notNullable();
       table.datetime('deletedAt').nullable();
       table.string('contentType').nullable();
-      table.text('content').nullable();
+      table.binary('content').nullable();
+      table.text('text').nullable();
       table.string('source').nullable();
       table.string('sourceId').nullable();
-      table.string('type').notNullable();
+      table.string('type').nullable();
       table.integer('typeVersion').nullable();
-      table.text('searchText').nullable();
       table.jsonb('metadata').nullable();
 
       table.index(['source', 'sourceId']);
       table.index(['owner']);
     });
 
+    await knex.raw(`
+    CREATE TRIGGER document_changes_trigger
+    AFTER INSERT OR UPDATE OR DELETE ON documents
+    FOR EACH ROW
+    EXECUTE PROCEDURE notify_changes();
+  `);
+
     await knex.schema.createTable(tableNames.documentChunks, (table) => {
       table.uuid('id').primary();
       table.uuid('owner').nullable().references('id').inTable(tableNames.documents).onDelete('CASCADE');
@@ -61,6 +107,8 @@ const init: Migration = {
     });
   },
   down: async ({ knex }) => {
+    await knex.raw('DROP TRIGGER IF EXISTS document_changes_trigger ON documents;');
+    await knex.raw('DROP FUNCTION IF EXISTS notify_changes();');
     await knex.schema.dropTableIfExists(tableNames.relations);
     await knex.schema.dropTableIfExists(tableNames.documentChunks);
     await knex.schema.dropTableIfExists(tableNames.documents);
@@ -74,13 +122,13 @@ type DocumentRow = {
   createdAt: Date;
   deletedAt: Date | null;
   contentType: string | null;
-  content: string | null;
+  content: Buffer | null;
+  text: string | null;
   source: string | null;
   sourceId: string | null;
-  type: string;
+  type: string | null;
   typeVersion: number | null;
-  searchText: string | null;
-  metadata: unknown;
+  metadata: unknown | null;
 };
 
 type DocumentChunkRow = {

packages/runtime/src/services/database/migrations/migrations.ts

@@ -1,10 +1,10 @@
 import type { Knex } from 'knex';
 
+import type { Services } from '../../../utils/utils.services.js';
+
 import type { Migration } from './migrations.types.js';
 import { init } from './migrations.001-init.js';
 
-import type { Services } from '#root/utils/utils.services.js';
-
 const migrations = [init] satisfies Migration[];
 
 type MigrationSourceOptions = {

packages/runtime/src/services/database/migrations/migrations.types.ts

@@ -1,6 +1,6 @@
 import type { Knex } from 'knex';
 
-import type { Services } from '#root/utils/utils.services.js';
+import type { Services } from '../../../utils/utils.services.js';
 
 type MigrationOptions = {
   knex: Knex;

packages/runtime/src/services/document-chunks/document-chunks.mappings.ts

@@ -1,13 +1,11 @@
 import type { TableRows } from '../database/database.js';
 
-import type { DocumentChunk } from './document-chunks.schemas.js';
+import { documentChunkWithDistanceSchema } from './document-chunks.schemas.js';
 
 const mapFromDocumentChunkRow = (
   row: TableRows['documentChunks'] & {
-    metadata: unknown;
+    metadata?: unknown;
   },
-): DocumentChunk => ({
-  ...row,
-});
+) => documentChunkWithDistanceSchema.parse(row);
 
 export { mapFromDocumentChunkRow };

packages/runtime/src/services/document-chunks/document-chunks.schemas.ts

@@ -1,33 +1,46 @@
 import { z } from 'zod';
-import { queryFilterSchema } from '@morten-olsen/stash-query-dsl';
+import { querySchema } from '@morten-olsen/stash-query-dsl';
 
-import { createListResultSchema } from '#root/utils/utils.schema.js';
+import { createListResultSchema } from '../../utils/utils.schema.js';
 
-const documentChunkSchema = z.object({
-  id: z.string(),
+const documentChunkSchema = z
+  .object({
+    id: z.guid(),
     owner: z.string(),
     content: z.string(),
     metadata: z.unknown(),
-});
+  })
+  .meta({ id: 'DocumentChunk' });
 
 type DocumentChunk = z.infer<typeof documentChunkSchema>;
 
-const documentChunkFilterSchema = z.object({
+const documentChunkFilterSchema = z
+  .object({
     limit: z.number().default(20),
     offset: z.number().default(0),
     semanticText: z.string().optional(),
-  conditions: z.union([queryFilterSchema, z.string()]).optional(),
-});
+    conditions: querySchema.optional(),
+  })
+  .meta({ id: 'DocumentChunkFilter' });
 
 type DocumentChunkFilter = z.infer<typeof documentChunkFilterSchema>;
 
-const documentChunksFindResultSchema = createListResultSchema(
-  documentChunkSchema.extend({
+const documentChunkWithDistanceSchema = documentChunkSchema
+  .extend({
     distance: z.number().optional(),
-  }),
-);
+  })
+  .meta({ id: 'DocumentChunkWithDistance' });
+
+const documentChunksFindResultSchema = createListResultSchema(documentChunkWithDistanceSchema).meta({
+  id: 'DocumentChunkFindResult',
+});
 
 type DocumentChunksFindResult = z.infer<typeof documentChunksFindResultSchema>;
 
 export type { DocumentChunk, DocumentChunkFilter, DocumentChunksFindResult };
-export { documentChunkSchema, documentChunkFilterSchema, documentChunksFindResultSchema };
+export {
+  documentChunkSchema,
+  documentChunkFilterSchema,
+  documentChunksFindResultSchema,
+  documentChunkWithDistanceSchema,
+};

packages/runtime/src/services/document-chunks/document-chunks.ts

@@ -1,16 +1,12 @@
-import { QueryParser } from '@morten-olsen/stash-query-dsl';
-
 import { DatabaseService, tableNames, type TableRows } from '../database/database.js';
 import { EmbeddingsService } from '../embeddings/embeddings.js';
+import type { Services } from '../../utils/utils.services.js';
+import { EMBEDDING_MODEL } from '../../utils/utils.consts.js';
+import { applyQueryFilter } from '../../utils/utils.query.js';
 
 import type { DocumentChunkFilter, DocumentChunksFindResult } from './document-chunks.schemas.js';
 import { mapFromDocumentChunkRow } from './document-chunks.mappings.js';
 
-import type { Services } from '#root/utils/utils.services.js';
-import { EMBEDDING_MODEL } from '#root/utils/utils.consts.js';
-import type { ExplicitAny } from '#root/global.js';
-import { applyQueryFilter } from '#root/utils/utils.query.js';
-
 const baseFields = [
   `${tableNames.documentChunks}.*`,
   `${tableNames.documents}.metadata`,
@@ -45,11 +41,7 @@ class DocumentChunksService {
       query = query.orderBy('createdAt', 'desc');
     }
     if (filter.conditions) {
-      const parser = this.#services.get(QueryParser);
-      query = applyQueryFilter(
-        query,
-        typeof filter.conditions === 'string' ? parser.parse(filter.conditions) : filter.conditions,
-      );
+      query = applyQueryFilter(query, filter.conditions);
     }
 
     query = query.limit(filter.limit).offset(filter.offset);
@@ -57,7 +49,7 @@ class DocumentChunksService {
     const items = await query;
 
     return {
-      items: items.map(mapFromDocumentChunkRow as ExplicitAny),
+      items: items.map(mapFromDocumentChunkRow),
     };
   };
 }

packages/runtime/src/services/documents/documents.mapping.ts

@@ -1,12 +1,7 @@
 import type { TableRows } from '../database/database.js';
 
-import type { Document } from './documents.schemas.js';
+import { documentSchema, type Document } from './documents.schemas.js';
 
-const mapFromDocumentRow = (row: TableRows['documents']): Document => ({
-  ...row,
-  createdAt: row.createdAt.toISOString(),
-  updatedAt: row.updatedAt.toISOString(),
-  deletedAt: row.deletedAt?.toISOString() || null,
-});
+const mapFromDocumentRow = (row: TableRows['documents']): Document => documentSchema.parse(row);
 
 export { mapFromDocumentRow };

packages/runtime/src/services/documents/documents.schemas.ts

@@ -1,42 +1,44 @@
 import { z } from 'zod';
 import { queryFilterSchema } from '@morten-olsen/stash-query-dsl';
 
-import { createListResultSchema } from '#root/utils/utils.schema.js';
+import { createListResultSchema, queryDSLSchema } from '../../utils/utils.schema.js';
 
-const documentSchema = z.object({
-  id: z.string(),
-  owner: z.string().nullable(),
-  createdAt: z.iso.datetime(),
-  updatedAt: z.iso.datetime(),
-  deletedAt: z.iso.datetime().nullable(),
+const documentSchema = z
+  .object({
+    id: z.guid(),
+    owner: z.guid().nullable(),
+    createdAt: z.coerce.date(),
+    updatedAt: z.coerce.date(),
+    deletedAt: z.coerce.date().nullable(),
     contentType: z.string().nullable(),
-  content: z.string().nullable(),
+    text: z.string().nullable(),
     source: z.string().nullable(),
     sourceId: z.string().nullable(),
-  type: z.string(),
+    type: z.string().nullable(),
     typeVersion: z.int().nullable(),
-  searchText: z.string().nullable(),
-  metadata: z.unknown(),
-});
+    metadata: z.unknown().nullable(),
+  })
+  .meta({ id: 'Document' });
 
 type Document = z.infer<typeof documentSchema>;
 
 const documentUpsertSchema = z
   .object({
-    id: z.string().nullish(),
+    id: z.guid().optional(),
     owner: z.string().nullish(),
     contentType: z.string().nullish(),
     content: z.string().nullish(),
+    text: z.string().nullish(),
     source: z.string().nullish(),
     sourceId: z.string().nullish(),
-    type: z.string().optional(),
+    type: z.string().nullish(),
     typeVersion: z.int().nullish(),
-    searchText: z.string().nullish(),
     metadata: z.unknown().nullish(),
   })
   .meta({
+    id: 'DocumentUpsert',
     example: {
-      content: 'the cat is yellow',
+      text: 'the cat is yellow',
       contentType: 'text/plain',
       source: 'test',
       sourceId: 'test',
@@ -61,7 +63,7 @@ type DocumentUpsertResult = z.infer<typeof documentUpsertResultSchema>;
 const documentFilterSchema = z.object({
   offset: z.number().default(0),
   limit: z.number().default(20),
-  condition: z.union([queryFilterSchema, z.string()]),
+  condition: z.union([queryDSLSchema, queryFilterSchema]),
 });
 
 type DocumentFilter = z.infer<typeof documentFilterSchema>;
@@ -70,11 +72,26 @@ const documentFindResultSchema = createListResultSchema(documentSchema);
 
 type DocumentFindResult = z.infer<typeof documentFindResultSchema>;
 
-export type { Document, DocumentUpsert, DocumentUpsertResult, DocumentFilter, DocumentFindResult };
+const documentFilterChangedEventSchema = z.object({
+  action: z.enum(['add', 'remove', 'update']),
+  document: documentSchema,
+});
+
+type DocumentFilterChangedEvent = z.infer<typeof documentFilterChangedEventSchema>;
+
+export type {
+  Document,
+  DocumentUpsert,
+  DocumentUpsertResult,
+  DocumentFilter,
+  DocumentFindResult,
+  DocumentFilterChangedEvent,
+};
 export {
   documentSchema,
   documentUpsertSchema,
   documentUpsertResultSchema,
   documentFilterSchema,
   documentFindResultSchema,
+  documentFilterChangedEventSchema,
 };

packages/runtime/src/services/documents/documents.ts

@@ -1,36 +1,159 @@
-import { QueryParser } from '@morten-olsen/stash-query-dsl';
+import { isMatch, QueryParser, type QueryFilter } from '@morten-olsen/stash-query-dsl';
 
 import { DatabaseService, tableNames, type TableRows } from '../database/database.js';
 import { SplittingService } from '../splitter/splitter.js';
+import { EventEmitter } from '../../utils/utils.event-emitter.js';
+import { destroy, type Services } from '../../utils/utils.services.js';
+import { compareObjectKeys } from '../../utils/utils.compare.js';
+import { applyQueryFilter } from '../../utils/utils.query.js';
+import { base64ToMaybeBuffer } from '../../utils/utils.binary.js';
 
-import type {
-  Document,
-  DocumentFilter,
-  DocumentFindResult,
-  DocumentUpsert,
-  DocumentUpsertResult,
-} from './documents.schemas.ts';
 import { mapFromDocumentRow } from './documents.mapping.js';
-
-import { EventEmitter } from '#root/utils/utils.event-emitter.js';
-import type { Services } from '#root/utils/utils.services.js';
-import { compareObjectKeys } from '#root/utils/utils.compare.js';
-import { applyQueryFilter } from '#root/utils/utils.query.js';
+import {
+  type Document,
+  type DocumentFilter,
+  type DocumentFilterChangedEvent,
+  type DocumentFindResult,
+  type DocumentUpsert,
+  type DocumentUpsertResult,
+} from './documents.schemas.js';
 
 type DocumentsServiceEvents = {
   upserted: (document: Document) => void;
   inserted: (document: Document) => void;
-  updated: (document: Document) => void;
+  updated: (next: Document, prev: Document) => void;
+  deleted: (document: Document) => void;
+};
+
+type DocumentServiceFilterSubscriber = {
+  filter?: QueryFilter | string;
+  fn: (event: DocumentFilterChangedEvent) => void;
+  abortSignal?: AbortSignal;
 };
 
 class DocumentsService extends EventEmitter<DocumentsServiceEvents> {
   #services: Services;
+  #subscribeListenAbortController: AbortController;
+  #databaseListenAbortController?: Promise<AbortController>;
 
   constructor(services: Services) {
     super();
+    this.#subscribeListenAbortController = new AbortController();
+    this.onSubscribe(
+      async () => {
+        await this.#listen();
+      },
+      {
+        abortSignal: this.#subscribeListenAbortController.signal,
+      },
+    );
     this.#services = services;
   }
 
+  #setupListen = async () => {
+    const abortController = new AbortController();
+    const databaseService = this.#services.get(DatabaseService);
+    await databaseService.listen();
+    databaseService.on(
+      'changedRecord',
+      (evt) => {
+        if (evt.table !== tableNames.documents) {
+          return;
+        }
+        if (evt.operation === 'INSERT') {
+          const newDocument = mapFromDocumentRow(evt.newRecord as TableRows['documents']);
+          this.emit('inserted', newDocument);
+          this.emit('upserted', newDocument);
+        }
+        if (evt.operation === 'UPDATE') {
+          const newDocument = mapFromDocumentRow(evt.newRecord as TableRows['documents']);
+          const oldDocument = mapFromDocumentRow(evt.oldRecord as TableRows['documents']);
+          this.emit('updated', newDocument, oldDocument);
+          this.emit('upserted', newDocument);
+        }
+        if (evt.operation === 'DELETE') {
+          const oldDocument = mapFromDocumentRow(evt.oldRecord as TableRows['documents']);
+          this.emit('deleted', oldDocument);
+        }
+      },
+      { abortSignal: abortController.signal },
+    );
+    return abortController;
+  };
+
+  #listen = async () => {
+    if (!this.#databaseListenAbortController) {
+      this.#databaseListenAbortController = this.#setupListen();
+    }
+    return this.#databaseListenAbortController;
+  };
+
+  public subscribe = async (options: DocumentServiceFilterSubscriber) => {
+    const abortController = new AbortController();
+    const queryParser = this.#services.get(QueryParser);
+    const filter = typeof options.filter === 'string' ? queryParser.parse(options.filter) : options.filter;
+
+    this.on(
+      'inserted',
+      (next) => {
+        const nextIncluded = !filter || isMatch(next, filter);
+        if (!nextIncluded) {
+          return;
+        }
+        options.fn({
+          action: 'add',
+          document: next,
+        });
+      },
+      { abortSignal: abortController.signal },
+    );
+
+    this.on(
+      'updated',
+      (next, prev) => {
+        const nextIncluded = !filter || isMatch(next, filter);
+        const prevIncluded = !filter || isMatch(prev, filter);
+        if (nextIncluded && prevIncluded) {
+          options.fn({
+            action: 'update',
+            document: next,
+          });
+        } else if (nextIncluded && !prevIncluded) {
+          options.fn({
+            action: 'add',
+            document: next,
+          });
+        } else if (!nextIncluded && prevIncluded) {
+          options.fn({
+            action: 'remove',
+            document: next,
+          });
+        }
+      },
+      { abortSignal: abortController.signal },
+    );
+
+    this.on(
+      'deleted',
+      (prev) => {
+        const prevIncluded = !filter || isMatch(prev, filter);
+        if (!prevIncluded) {
+          return;
+        }
+        options.fn({
+          action: 'remove',
+          document: prev,
+        });
+      },
+      { abortSignal: abortController.signal },
+    );
+
+    options.abortSignal?.addEventListener('abort', () => abortController.abort());
+
+    await this.#listen();
+    return () => abortController.abort();
+  };
+
   public find = async (filter: DocumentFilter): Promise<DocumentFindResult> => {
     const databaseService = this.#services.get(DatabaseService);
     const db = await databaseService.getInstance();
@@ -68,7 +191,7 @@ class DocumentsService extends EventEmitter<DocumentsServiceEvents> {
 
     const result = await db.transaction(async (trx) => {
       let id = document.id || crypto.randomUUID();
-      if (document.source && document.sourceId) {
+      if (!document.id && document.source && document.sourceId) {
         const [currentSourceDocument] = await trx<TableRows['documents']>(tableNames.documents)
           .where('source', document.source)
           .andWhere('sourceId', document.sourceId)
@@ -80,16 +203,18 @@ class DocumentsService extends EventEmitter<DocumentsServiceEvents> {
       const now = new Date();
       const [current] = await trx<TableRows['documents']>(tableNames.documents).where('id', id).limit(1);
       if (current) {
+        id = current.id;
+        document.id = id;
         if (
           compareObjectKeys(current, document, [
             'sourceId',
             'source',
             'content',
             'contentType',
-            'searchText',
             'type',
             'typeVersion',
             'metadata',
+            'text',
           ])
         ) {
           return {
@@ -101,6 +226,7 @@ class DocumentsService extends EventEmitter<DocumentsServiceEvents> {
         await trx<TableRows['documents']>(tableNames.documents)
           .update({
             ...document,
+            content: base64ToMaybeBuffer(document.content),
             id,
             updatedAt: now,
           })
@@ -108,10 +234,9 @@ class DocumentsService extends EventEmitter<DocumentsServiceEvents> {
         const resultDocument: Document = mapFromDocumentRow({
           ...current,
           ...document,
+          content: base64ToMaybeBuffer(document.content ?? current.content) || null,
           id,
         });
-        this.emit('updated', resultDocument);
-        this.emit('upserted', resultDocument);
         return {
           id,
           action: 'updated',
@@ -119,31 +244,28 @@ class DocumentsService extends EventEmitter<DocumentsServiceEvents> {
         } as const;
       } else {
         await trx<TableRows['documents']>(tableNames.documents).insert({
-          metadata: {},
-          type: 'raw',
           ...document,
+          content: base64ToMaybeBuffer(document.content),
           id,
           createdAt: now,
           updatedAt: now,
         });
         const resultDocument: Document = mapFromDocumentRow({
-          type: 'raw',
+          type: null,
+          text: null,
           owner: null,
           contentType: null,
-          content: null,
           source: null,
           sourceId: null,
           typeVersion: null,
-          searchText: null,
-          metadata: {},
+          metadata: null,
           ...document,
+          content: base64ToMaybeBuffer(document.content) || null,
           deletedAt: null,
           id,
           createdAt: now,
           updatedAt: now,
         });
-        this.emit('inserted', resultDocument);
-        this.emit('upserted', resultDocument);
         return {
           id,
           action: 'inserted',
@@ -173,6 +295,13 @@ class DocumentsService extends EventEmitter<DocumentsServiceEvents> {
 
     return result;
   };
+
+  [destroy] = async () => {
+    this.#subscribeListenAbortController.abort();
+    if (this.#databaseListenAbortController) {
+      (await this.#databaseListenAbortController).abort();
+    }
+  };
 }
 
 export * from './documents.schemas.js';

packages/runtime/src/services/embeddings/embeddings.ts

@@ -1,8 +1,8 @@
 import { pipeline, type FeatureExtractionPipeline } from '@huggingface/transformers';
 
-import { Vector } from './embeddings.vector.js';
+import type { ExplicitAny } from '../../global.js';
 
-import type { ExplicitAny } from '#root/global.js';
+import { Vector } from './embeddings.vector.js';
 
 type ExtractOptions = {
   input: string[];

packages/runtime/src/services/splitter/splitter.ts

@@ -1,12 +1,11 @@
 import { EmbeddingsService } from '../embeddings/embeddings.js';
 import type { Document } from '../documents/documents.schemas.js';
+import type { Services } from '../../utils/utils.services.js';
+import { EMBEDDING_MODEL } from '../../utils/utils.consts.js';
 
 import type { Chunk, Splitter } from './splitter.types.js';
 import { textSplitter } from './splitters/splitters.text.js';
 
-import type { Services } from '#root/utils/utils.services.js';
-import { EMBEDDING_MODEL } from '#root/utils/utils.consts.js';
-
 class SplittingService {
   #services: Services;
   #chunkers: Set<Splitter>;

packages/runtime/src/services/splitter/splitters/splitters.text.ts

@@ -3,13 +3,13 @@ import { RecursiveCharacterTextSplitter } from '@langchain/textsplitters';
 import type { Splitter } from '../splitter.types.js';
 
 const textSplitter: Splitter = {
-  match: (document) => !!document.content,
+  match: (document) => !!document.text,
   chunk: async (document) => {
-    if (!document.content) {
+    if (!document.text) {
       return [];
     }
     const splitter = new RecursiveCharacterTextSplitter({ chunkSize: 100, chunkOverlap: 0 });
-    const texts = await splitter.splitText(document.content);
+    const texts = await splitter.splitText(document.text);
     return texts;
   },
 };

packages/runtime/src/services/warmup/warmup.ts

@@ -1,6 +1,5 @@
 import { DatabaseService } from '../database/database.js';
-
-import { Services } from '#root/utils/utils.services.js';
+import { Services } from '../../utils/utils.services.js';
 
 class WarmupService {
   #services: Services;

packages/runtime/src/utils/utils.binary.ts

@@ -0,0 +1,14 @@
+const base64ToMaybeBuffer = (input?: string | null | Buffer) => {
+  if (input === null) {
+    return input;
+  }
+  if (!input) {
+    return undefined;
+  }
+  if (typeof input === 'object') {
+    return input;
+  }
+  return Buffer.from(input, 'base64');
+};
+
+export { base64ToMaybeBuffer };

packages/runtime/src/utils/utils.compare.ts

@@ -1,9 +1,16 @@
 import deepEqual from 'deep-equal';
 
-const compareObjectKeys = <T extends Record<string, unknown>>(a: T, b: T, keys: (keyof T)[]) => {
+const compareObjectKeys = <A extends Record<string, unknown>, B extends Record<string, unknown>>(
+  a: A,
+  b: B,
+  keys: (keyof (A & B))[],
+) => {
   for (const key of keys) {
-    const avalue = a[key];
-    const bvalue = b[key];
+    const avalue = a[key as keyof A];
+    const bvalue = b[key as keyof B];
+    if (bvalue === undefined) {
+      continue;
+    }
     if (!deepEqual(avalue, bvalue)) {
       return false;
     }

packages/runtime/src/utils/utils.event-emitter.ts

@@ -1,6 +1,7 @@
-import type { ExplicitAny } from '#root/global.js';
+import type { ExplicitAny } from '../global.js';
 
 type EventListener<T extends unknown[]> = (...args: T) => void | Promise<void>;
+type SubscribeListener<T> = (type: T) => void | Promise<void>;
 
 type OnOptions = {
   abortSignal?: AbortSignal;
@@ -8,8 +9,25 @@ type OnOptions = {
 
 class EventEmitter<T extends Record<string, (...args: ExplicitAny[]) => void | Promise<void>>> {
   #listeners = new Map<keyof T, Set<EventListener<ExplicitAny>>>();
+  #subscribeListeners = new Set<SubscribeListener<keyof T>>();
+
+  onSubscribe = (callback: SubscribeListener<keyof T>, options: OnOptions = {}) => {
+    const { abortSignal } = options;
+    const callbackClone = (type: keyof T) => callback(type);
+    this.#subscribeListeners.add(callbackClone);
+    const abortController = new AbortController();
+    abortSignal?.addEventListener('abort', abortController.abort);
+
+    abortController.signal.addEventListener('abort', () => {
+      this.#subscribeListeners.difference(new Set([callbackClone]));
+    });
+    return abortController.abort;
+  };
 
   on = <K extends keyof T>(event: K, callback: EventListener<Parameters<T[K]>>, options: OnOptions = {}) => {
+    for (const subscribeListener of this.#subscribeListeners) {
+      subscribeListener(event);
+    }
     const { abortSignal } = options;
     if (!this.#listeners.has(event)) {
       this.#listeners.set(event, new Set());

packages/runtime/src/utils/utils.schema.ts

@@ -1,8 +1,26 @@
+import { QueryParser } from '@morten-olsen/stash-query-dsl';
 import { z, type ZodType } from 'zod';
 
+const parser = new QueryParser();
+
 const createListResultSchema = <T extends ZodType>(schema: T) =>
   z.object({
     items: z.array(schema),
   });
 
-export { createListResultSchema };
+const queryDSLSchema = z
+  .string()
+  .describe('Query DSL based filter')
+  .superRefine((value, context) => {
+    try {
+      parser.parse(value);
+    } catch (err) {
+      context.addIssue(String(err));
+    }
+  })
+  .meta({
+    id: 'QueryDQLString',
+    examples: ["metadata.foo = 'bar'"],
+  });
+
+export { createListResultSchema, queryDSLSchema };

packages/server/Dockerfile

@@ -0,0 +1,32 @@
+FROM node:23-slim AS base
+ENV \
+  MODEL_DIR=/models
+RUN corepack enable
+WORKDIR /app
+
+FROM base AS builder
+RUN npm i -g turbo
+COPY . .
+RUN turbo prune @morten-olsen/stash-server --docker
+
+FROM base AS installer
+COPY --from=builder /app/out/json/ .
+RUN pnpm install --frozen-lockfile
+COPY --from=builder /app/out/full/ .
+RUN \
+  pnpm build \
+  && node /app/packages/server/dist/preload-data.js
+
+FROM base AS runner
+ENV \
+  SERVER_HOST=0.0.0.0
+RUN \
+  addgroup --system --gid 1001 nodejs \
+  && adduser --system --uid 1001 nodejs \
+  && mkdir /data \
+  && chown nodejs:nodejs /data
+COPY --from=installer /models /models
+COPY --from=installer /app /app
+USER nodejs
+
+CMD ["node", "/app/packages/server/dist/start.js"]

packages/server/package.json

@@ -27,9 +27,6 @@
   },
   "name": "@morten-olsen/stash-server",
   "version": "1.0.0",
-  "imports": {
-    "#root/*": "./src/*"
-  },
   "dependencies": {
     "@fastify/cors": "11.1.0",
     "@fastify/swagger": "9.6.1",

packages/server/src/api.ts

@@ -5,10 +5,12 @@ import {
   hasZodFastifySchemaValidationErrors,
   isResponseSerializationError,
   jsonSchemaTransform,
+  jsonSchemaTransformObject,
   serializerCompiler,
   validatorCompiler,
   type ZodTypeProvider,
 } from 'fastify-type-provider-zod';
+import scalar from '@scalar/fastify-api-reference';
 import { StashRuntime } from '@morten-olsen/stash-runtime';
 
 import { systemEndpoints } from './endpoints/system/system.js';
@@ -26,6 +28,12 @@ class BaseError extends Error {
 }
 
 const createApi = async (runtime: StashRuntime = new StashRuntime()) => {
+  runtime.documents.subscribe({
+    filter: "metadata.foo = 'bar'",
+    fn: (document) => {
+      // console.log(document);
+    },
+  });
   const app = fastify().withTypeProvider<ZodTypeProvider>();
   app.setValidatorCompiler(validatorCompiler);
   app.setSerializerCompiler(serializerCompiler);
@@ -41,10 +49,20 @@ const createApi = async (runtime: StashRuntime = new StashRuntime()) => {
       },
     },
     transform: jsonSchemaTransform,
+    transformObject: jsonSchemaTransformObject,
   });
 
-  await app.register(import('@scalar/fastify-api-reference'), {
+  await app.register(scalar, {
     routePrefix: '/docs',
+    configuration: {
+      pageTitle: 'Foo',
+      title: 'Hello World!',
+      telemetry: false,
+      hideClientButton: true,
+      theme: 'laserwave',
+      persistAuth: true,
+      orderRequiredPropertiesFirst: false,
+    },
   });
 
   app.setErrorHandler((err, req, reply) => {

packages/server/src/dev.ts

@@ -11,21 +11,21 @@ const documents: DocumentUpsert[] = [
       foo: 'bar',
     },
     type: 'demo',
-    content: 'the cat is yellow',
+    text: 'the cat is yellow',
   },
   {
     metadata: {
       foo: 'bar',
     },
     type: 'demo',
-    content: 'the dog is blue',
+    text: 'the dog is blue',
   },
   {
     metadata: {
       foo: 'baz',
     },
     source: 'test',
-    content: 'the pig says hi',
+    text: 'the pig says hi',
     type: 'demo',
   },
 ];

packages/server/src/preload-data.ts

@@ -0,0 +1,11 @@
+import { mkdir } from 'fs/promises';
+import { resolve } from 'path';
+
+import { preloadModel, setModelLocation } from '@morten-olsen/stash-runtime';
+
+if (process.env.MODEL_DIR) {
+  const modelDir = resolve(process.env.MODEL_DIR);
+  await mkdir(modelDir, { recursive: true });
+  setModelLocation(modelDir);
+  await preloadModel();
+}

packages/server/src/start.ts

@@ -1,7 +1,19 @@
+import { resolve } from 'path';
+import { mkdir } from 'fs/promises';
+
+import { setModelLocation } from '@morten-olsen/stash-runtime';
+
 import { createApi } from './api.js';
 
-const server = await createApi();
+if (process.env.MODEL_DIR) {
+  const modelDir = resolve(process.env.MODEL_DIR);
+  await mkdir(modelDir, { recursive: true });
+  setModelLocation(modelDir);
+}
 
+const server = await createApi();
 await server.listen({
   port: 3400,
+  host: process.env.SERVER_HOST,
 });
+console.log('Server started');

pnpm-lock.yaml

@@ -48,6 +48,34 @@ importers:
         specifier: 4.0.15
         version: 4.0.15(@types/node@24.10.2)(tsx@4.21.0)(yaml@2.8.2)
 
+  packages/client:
+    dependencies:
+      openapi-fetch:
+        specifier: ^0.15.0
+        version: 0.15.0
+    devDependencies:
+      '@morten-olsen/stash-configs':
+        specifier: workspace:*
+        version: link:../configs
+      '@morten-olsen/stash-tests':
+        specifier: workspace:*
+        version: link:../tests
+      '@types/node':
+        specifier: 24.10.2
+        version: 24.10.2
+      '@vitest/coverage-v8':
+        specifier: 4.0.15
+        version: 4.0.15(vitest@4.0.15(@types/node@24.10.2)(tsx@4.21.0)(yaml@2.8.2))
+      openapi-typescript:
+        specifier: ^7.10.1
+        version: 7.10.1(typescript@5.9.3)
+      typescript:
+        specifier: 5.9.3
+        version: 5.9.3
+      vitest:
+        specifier: 4.0.15
+        version: 4.0.15(@types/node@24.10.2)(tsx@4.21.0)(yaml@2.8.2)
+
   packages/configs: {}
 
   packages/query-dsl:
@@ -1022,6 +1050,16 @@ packages:
   '@protobufjs/utf8@1.1.0':
     resolution: {integrity: sha512-Vvn3zZrhQZkkBE8LSuW3em98c0FwgO4nxzv6OdSxPKJIEKY2bGbHn+mhGIPerzI4twdxaP8/0+06HBpwf345Lw==}
 
+  '@redocly/ajv@8.17.1':
+    resolution: {integrity: sha512-EDtsGZS964mf9zAUXAl9Ew16eYbeyAFWhsPr0fX6oaJxgd8rApYlPBf0joyhnUHz88WxrigyFtTaqqzXNzPgqw==}
+
+  '@redocly/config@0.22.2':
+    resolution: {integrity: sha512-roRDai8/zr2S9YfmzUfNhKjOF0NdcOIqF7bhf4MVC5UxpjIysDjyudvlAiVbpPHp3eDRWbdzUgtkK1a7YiDNyQ==}
+
+  '@redocly/openapi-core@1.34.6':
+    resolution: {integrity: sha512-2+O+riuIUgVSuLl3Lyh5AplWZyVMNuG2F98/o6NrutKJfW4/GTZdPpZlIphS0HGgcOHgmWcCSHj+dWFlZaGSHw==}
+    engines: {node: '>=18.17.0', npm: '>=9.5.0'}
+
   '@rollup/rollup-android-arm-eabi@4.53.3':
     resolution: {integrity: sha512-mRSi+4cBjrRLoaal2PnqH82Wqyb+d3HsPUN/W+WslCXsZsyHa9ZeQQX/pQsZaVIWDkPcpV6jJ+3KLbTbgnwv8w==}
     cpu: [arm]
@@ -1312,6 +1350,10 @@ packages:
     engines: {node: '>=0.4.0'}
     hasBin: true
 
+  agent-base@7.1.4:
+    resolution: {integrity: sha512-MnA+YT8fwfJPgBx3m60MNqakm30XOkyIoH1y6huTQvC0PwZG7ki8NacLBcrPbNoo8vEZy7Jpuk7+jMO+CUovTQ==}
+    engines: {node: '>= 14'}
+
   ajv-draft-04@1.0.0:
     resolution: {integrity: sha512-mv00Te6nmYbRp5DCwclxtt7yV/joXJPGS7nM+97GdxvuttCOfgI3K4U25zboyeX0O+myI8ERluxQe5wljMmVIw==}
     peerDependencies:
@@ -1337,6 +1379,10 @@ packages:
   ansi-align@3.0.1:
     resolution: {integrity: sha512-IOfwwBF5iczOjp/WeY4YxyjqAFMQoZufdQWDd19SEExbVLNXqvpzSJ/M7Za4/sCPmQ0+GRquoA7bGcINcxew6w==}
 
+  ansi-colors@4.1.3:
+    resolution: {integrity: sha512-/6w/C21Pm1A7aZitlI5Ni/2J6FFQN8i1Cvz3kHABAAbw93v/NlvKdVOqz7CCWz/3iv/JplRSEEZ83XION15ovw==}
+    engines: {node: '>=6'}
+
   ansi-diff@1.2.0:
     resolution: {integrity: sha512-BIXwHKpjzghBjcwEV10Y4b17tjHfK4nhEqK3LqyQ3JgcMcjmi3DIevozNgrOpfvBMmrq9dfvrPJSu5/5vNUBQg==}
 
@@ -1498,6 +1544,9 @@ packages:
     resolution: {integrity: sha512-oKnbhFyRIXpUuez8iBMmyEa4nbj4IOQyuhc/wy9kY7/WVPcwIO9VA668Pu8RkO7+0G76SLROeyw9CpQ061i4mA==}
     engines: {node: '>=10'}
 
+  change-case@5.4.4:
+    resolution: {integrity: sha512-HRQyTk2/YPEkt9TnUPbOpr64Uw3KOicFWPVBb+xiHvd6eBx/qPr9xqfBFDT8P2vWsvvz4jbEkfDe71W3VyNu2w==}
+
   char-regex@1.0.2:
     resolution: {integrity: sha512-kWWXztvZ5SBQV+eRgKFeh8q5sLuZY2+8WUIzlxWVTg+oGwY14qylx1KbKzHd8P6ZYkAg0xyIDU9JMHhyJMZ1jw==}
     engines: {node: '>=10'}
@@ -1531,6 +1580,9 @@ packages:
   color-name@1.1.4:
     resolution: {integrity: sha512-dOy+3AuW3a2wNbZHIuMZpTcgjGuLU/uBL/ubcZF9OXbDo8ff4O8yVp5Bf0efS8uEoYo5q4Fx7dY9OgQGXgAsQA==}
 
+  colorette@1.4.0:
+    resolution: {integrity: sha512-Y2oEozpomLn7Q3HFP7dpww7AtMJplbM9lGZP6RDfHqmbeRjiwRg4n6VM6j4KLmRke85uWEI7JqF17f3pqdRA0g==}
+
   colorette@2.0.19:
     resolution: {integrity: sha512-3tlv/dIP7FWvj3BsbHrGLJ6l/oKh1O3TcgBqMn+yyCagOxc23fyzDS6HypQbgxWbkpDnf52p1LuR4eWDQ/K9WQ==}
 
@@ -2047,6 +2099,10 @@ packages:
   html-escaper@2.0.2:
     resolution: {integrity: sha512-H2iMtd0I4Mt5eYiapRdIDjp+XzelXQ0tFE4JS7YFwFevXXMmOp9myNrUvCg0D6ws8iqkRPBfKHgbwig1SmlLfg==}
 
+  https-proxy-agent@7.0.6:
+    resolution: {integrity: sha512-vK9P5/iUfdl95AI+JVyUuIcVtd4ofvtrOr3HNtM2yxC9bnMbEdp3x01OhQNnjb8IJYi38VlTE3mBXwcfvywuSw==}
+    engines: {node: '>= 14'}
+
   human-signals@2.1.0:
     resolution: {integrity: sha512-B4FFZ6q/T2jhhksgkbEW3HBvWIfDW85snkQgawt07S7J5QXTk6BkNV+0yAeZrM5QpMAdYlocGoljn0sJ/WQkFw==}
     engines: {node: '>=10.17.0'}
@@ -2070,6 +2126,10 @@ packages:
     resolution: {integrity: sha512-JmXMZ6wuvDmLiHEml9ykzqO6lwFbof0GG4IkcGaENdCRDDmMVnny7s5HsIgHCbaq0w2MyPhDqkhTUgS2LU2PHA==}
     engines: {node: '>=0.8.19'}
 
+  index-to-position@1.2.0:
+    resolution: {integrity: sha512-Yg7+ztRkqslMAS2iFaU+Oa4KTSidr63OsFGlOrJoW981kIYO3CGCS3wA95P1mUi/IVSJkn0D479KTJpVpvFNuw==}
+    engines: {node: '>=18'}
+
   individual@3.0.0:
     resolution: {integrity: sha512-rUY5vtT748NMRbEMrTNiFfy29BgGZwGXUi2NFUVMWQrogSLzlJvQV9eeMWi+g1aVaQ53tpyLAQtd5x/JH0Nh1g==}
 
@@ -2244,6 +2304,10 @@ packages:
     resolution: {integrity: sha512-HGYWWS/ehqTV3xN10i23tkPkpH46MLCIMFNCaaKNavAXTF1RkqxawEPtnjnGZ6XKSInBKkiOA5BKS+aZiY3AvA==}
     engines: {node: '>=8'}
 
+  js-levenshtein@1.1.6:
+    resolution: {integrity: sha512-X2BB11YZtrRqY4EnQcLX5Rh373zbK4alC1FW7D7MBhL2gtcC17cTnr6DmfHZeS0s2rTHjUTMMHfG7gO8SSdw+g==}
+    engines: {node: '>=0.10.0'}
+
   js-tiktoken@1.0.21:
     resolution: {integrity: sha512-biOj/6M5qdgx5TKjDnFT1ymSpM5tbd3ylwDtrQvFQSu0Z7bBYko2dF+W/aUkXUPuk6IVpRxk/3Q2sHOzGlS36g==}
 
@@ -2439,6 +2503,10 @@ packages:
   minimatch@3.1.2:
     resolution: {integrity: sha512-J7p63hRiAjw1NDEww1W7i37+ByIrOWO5XQQAzZ3VOcL0PNybwpfmV/N05zFAzwQ9USyEcX6t3UO+K5aqBQOIHw==}
 
+  minimatch@5.1.6:
+    resolution: {integrity: sha512-lKwV/1brpG6mBUFHtb7NUmtABCb2WZZmm2wNiOA5hAb8VdCS4B3dtMWyvcoViccwAW/COERjXLt0zP1zXUN26g==}
+    engines: {node: '>=10'}
+
   minimatch@9.0.5:
     resolution: {integrity: sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow==}
     engines: {node: '>=16 || 14 >=14.17'}
@@ -2558,9 +2626,21 @@ packages:
   onnxruntime-web@1.22.0-dev.20250409-89f8206ba4:
     resolution: {integrity: sha512-0uS76OPgH0hWCPrFKlL8kYVV7ckM7t/36HfbgoFw6Nd0CZVVbQC4PkrR8mBX8LtNUFZO25IQBqV2Hx2ho3FlbQ==}
 
+  openapi-fetch@0.15.0:
+    resolution: {integrity: sha512-OjQUdi61WO4HYhr9+byCPMj0+bgste/LtSBEcV6FzDdONTs7x0fWn8/ndoYwzqCsKWIxEZwo4FN/TG1c1rI8IQ==}
+
   openapi-types@12.1.3:
     resolution: {integrity: sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw==}
 
+  openapi-typescript-helpers@0.0.15:
+    resolution: {integrity: sha512-opyTPaunsklCBpTK8JGef6mfPhLSnyy5a0IN9vKtx3+4aExf+KxEqYwIy3hqkedXIB97u357uLMJsOnm3GVjsw==}
+
+  openapi-typescript@7.10.1:
+    resolution: {integrity: sha512-rBcU8bjKGGZQT4K2ekSTY2Q5veOQbVG/lTKZ49DeCyT9z62hM2Vj/LLHjDHC9W7LJG8YMHcdXpRZDqC1ojB/lw==}
+    hasBin: true
+    peerDependencies:
+      typescript: ^5.x
+
   optionator@0.9.4:
     resolution: {integrity: sha512-6IpQ7mKUxRcZNLIObR0hz7lxsapSSIYNZJwXPGeF0mTVqGKFIXj1DQcMoT22S3ROcLyY/rz0PWaWZ9ayWmad9g==}
     engines: {node: '>= 0.8.0'}
@@ -2609,6 +2689,10 @@ packages:
     resolution: {integrity: sha512-ayCKvm/phCGxOkYRSCM82iDwct8/EonSEgCSxWxD7ve6jHggsFl4fZVQBPRNgQoKiuV/odhFrGzQXZwbifC8Rg==}
     engines: {node: '>=8'}
 
+  parse-json@8.3.0:
+    resolution: {integrity: sha512-ybiGyvspI+fAoRQbIPRddCcSTV9/LsJbf0e/S85VLowVGzRmokfneg2kwVW/KU5rOXrPSbF1qAKPMgNTqqROQQ==}
+    engines: {node: '>=18'}
+
   parse-ms@2.1.0:
     resolution: {integrity: sha512-kHt7kzLoS9VBZfUsiKjv43mr91ea+U05EyKkEtqp7vNbHxmaVuEqN7XxeEVnGrMtYOAxGrDElSi96K7EgO1zCA==}
     engines: {node: '>=6'}
@@ -2703,6 +2787,10 @@ packages:
   platform@1.3.6:
     resolution: {integrity: sha512-fnWVljUchTro6RiCFvCXBbNhJc2NijN7oIQxbwsyL0buWJPG85v81ehlHI9fXrJsMNgTofEoWIQeClKpgxFLrg==}
 
+  pluralize@8.0.0:
+    resolution: {integrity: sha512-Nc3IT5yHzflTfbjgqWcCPpo7DaKy4FnpB0l/zCAW0Tc7jxAiuqSxHasntB3D7887LSrA93kDJ9IXovxJYxyLCA==}
+    engines: {node: '>=4'}
+
   possible-typed-array-names@1.1.0:
     resolution: {integrity: sha512-/+5VFTchJDoVj3bhoqi6UeymcD00DAwb1nJwamzPvHEszJ4FpF6SNNbUbOS8yI56qHzdV8eK0qEfOSiodkTdxg==}
     engines: {node: '>= 0.4'}
@@ -3071,6 +3159,10 @@ packages:
     resolution: {integrity: sha512-6fPc+R4ihwqP6N/aIv2f1gMH8lOVtWQHoqC4yK6oSDVVocumAsfCqjkXnqiYMhmMwS/mEHLp7Vehlt3ql6lEig==}
     engines: {node: '>=8'}
 
+  supports-color@10.2.2:
+    resolution: {integrity: sha512-SS+jx45GF1QjgEXQx4NJZV9ImqmO2NPz5FNsIHrsDjh2YsHnawpan7SNQ1o8NuhrbHZy9AZhIoCUiCeaW/C80g==}
+    engines: {node: '>=18'}
+
   supports-color@7.2.0:
     resolution: {integrity: sha512-qpCAvRl9stuOHveKsn7HncJRvv501qIacKzQlO/+Lwxc9+0q2wLyv4Dfvt80/DPn2pqOBsJdDiogXGR9+OvwRw==}
     engines: {node: '>=8'}
@@ -3205,6 +3297,10 @@ packages:
     resolution: {integrity: sha512-q+MB8nYR1KDLrgr4G5yemftpMC7/QLqVndBmEEdqzmNj5dcFOO4Oo8qlwZE3ULT3+Zim1F8Kq4cBnikNhlCMlg==}
     engines: {node: '>=8'}
 
+  type-fest@4.41.0:
+    resolution: {integrity: sha512-TeTSQ6H5YHvpqVwBRcnLDCBnDOHWYu7IvGbHT6N8AOymcr9PJGjc1GTtiWZTYg0NCgYwvnYWEkVChQAr9bjfwA==}
+    engines: {node: '>=16'}
+
   type-fest@5.0.0:
     resolution: {integrity: sha512-GeJop7+u7BYlQ6yQCAY1nBQiRSHR+6OdCEtd8Bwp9a3NK3+fWAVjOaPKJDteB9f6cIJ0wt4IfnScjLG450EpXA==}
     engines: {node: '>=20'}
@@ -3409,6 +3505,9 @@ packages:
     resolution: {integrity: sha512-YgvUTfwqyc7UXVMrB+SImsVYSmTS8X/tSrtdNZMImM+n7+QTriRXyXim0mBrTXNeqzVF0KWGgHPeiyViFFrNDw==}
     engines: {node: '>=18'}
 
+  yaml-ast-parser@0.0.43:
+    resolution: {integrity: sha512-2PTINUwsRqSd+s8XxKaJWQlUuEMHJQyEuh2edBbW8KNJz0SJPwUSD2zRWqezFEdN7IzAgeuYHFUCF7o8zRdZ0A==}
+
   yaml@2.8.0:
     resolution: {integrity: sha512-4lLa/EcQCB0cJkyts+FpIRx5G/llPxfP6VQU5KByHEhLxY3IJCH0f0Hy1MHI8sClTvsIb8qwRJ6R/ZdlDJ/leQ==}
     engines: {node: '>= 14.6'}
@@ -3419,6 +3518,10 @@ packages:
     engines: {node: '>= 14.6'}
     hasBin: true
 
+  yargs-parser@21.1.1:
+    resolution: {integrity: sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==}
+    engines: {node: '>=12'}
+
   yocto-queue@0.1.0:
     resolution: {integrity: sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==}
     engines: {node: '>=10'}
@@ -3649,7 +3752,7 @@ snapshots:
   '@eslint/config-array@0.21.1':
     dependencies:
       '@eslint/object-schema': 2.1.7
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       minimatch: 3.1.2
     transitivePeerDependencies:
       - supports-color
@@ -3665,7 +3768,7 @@ snapshots:
   '@eslint/eslintrc@3.3.3':
     dependencies:
       ajv: 6.12.6
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       espree: 10.4.0
       globals: 14.0.0
       ignore: 5.3.2
@@ -4159,6 +4262,29 @@ snapshots:
 
   '@protobufjs/utf8@1.1.0': {}
 
+  '@redocly/ajv@8.17.1':
+    dependencies:
+      fast-deep-equal: 3.1.3
+      fast-uri: 3.1.0
+      json-schema-traverse: 1.0.0
+      require-from-string: 2.0.2
+
+  '@redocly/config@0.22.2': {}
+
+  '@redocly/openapi-core@1.34.6(supports-color@10.2.2)':
+    dependencies:
+      '@redocly/ajv': 8.17.1
+      '@redocly/config': 0.22.2
+      colorette: 1.4.0
+      https-proxy-agent: 7.0.6(supports-color@10.2.2)
+      js-levenshtein: 1.1.6
+      js-yaml: 4.1.1
+      minimatch: 5.1.6
+      pluralize: 8.0.0
+      yaml-ast-parser: 0.0.43
+    transitivePeerDependencies:
+      - supports-color
+
   '@rollup/rollup-android-arm-eabi@4.53.3':
     optional: true
 
@@ -4321,7 +4447,7 @@ snapshots:
       '@typescript-eslint/types': 8.49.0
       '@typescript-eslint/typescript-estree': 8.49.0(typescript@5.9.3)
       '@typescript-eslint/visitor-keys': 8.49.0
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       eslint: 9.39.1
       typescript: 5.9.3
     transitivePeerDependencies:
@@ -4331,7 +4457,7 @@ snapshots:
     dependencies:
       '@typescript-eslint/tsconfig-utils': 8.49.0(typescript@5.9.3)
       '@typescript-eslint/types': 8.49.0
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       typescript: 5.9.3
     transitivePeerDependencies:
       - supports-color
@@ -4350,7 +4476,7 @@ snapshots:
       '@typescript-eslint/types': 8.49.0
       '@typescript-eslint/typescript-estree': 8.49.0(typescript@5.9.3)
       '@typescript-eslint/utils': 8.49.0(eslint@9.39.1)(typescript@5.9.3)
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       eslint: 9.39.1
       ts-api-utils: 2.1.0(typescript@5.9.3)
       typescript: 5.9.3
@@ -4365,7 +4491,7 @@ snapshots:
       '@typescript-eslint/tsconfig-utils': 8.49.0(typescript@5.9.3)
       '@typescript-eslint/types': 8.49.0
       '@typescript-eslint/visitor-keys': 8.49.0
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       minimatch: 9.0.5
       semver: 7.7.3
       tinyglobby: 0.2.15
@@ -4458,6 +4584,8 @@ snapshots:
 
   acorn@8.15.0: {}
 
+  agent-base@7.1.4: {}
+
   ajv-draft-04@1.0.0(ajv@8.17.1):
     optionalDependencies:
       ajv: 8.17.1
@@ -4484,6 +4612,8 @@ snapshots:
     dependencies:
       string-width: 4.2.3
 
+  ansi-colors@4.1.3: {}
+
   ansi-diff@1.2.0:
     dependencies:
       ansi-split: 1.0.1
@@ -4681,6 +4811,8 @@ snapshots:
       ansi-styles: 4.3.0
       supports-color: 7.2.0
 
+  change-case@5.4.4: {}
+
   char-regex@1.0.2: {}
 
   chevrotain@11.0.3:
@@ -4711,6 +4843,8 @@ snapshots:
 
   color-name@1.1.4: {}
 
+  colorette@1.4.0: {}
+
   colorette@2.0.19: {}
 
   commander@10.0.1: {}
@@ -4764,9 +4898,11 @@ snapshots:
     dependencies:
       ms: 2.1.2
 
-  debug@4.4.3:
+  debug@4.4.3(supports-color@10.2.2):
     dependencies:
       ms: 2.1.3
+    optionalDependencies:
+      supports-color: 10.2.2
 
   decamelize@1.2.0: {}
 
@@ -5094,7 +5230,7 @@ snapshots:
       ajv: 6.12.6
       chalk: 4.1.2
       cross-spawn: 7.0.6
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       escape-string-regexp: 4.0.0
       eslint-scope: 8.4.0
       eslint-visitor-keys: 4.2.1
@@ -5384,6 +5520,13 @@ snapshots:
 
   html-escaper@2.0.2: {}
 
+  https-proxy-agent@7.0.6(supports-color@10.2.2):
+    dependencies:
+      agent-base: 7.1.4
+      debug: 4.4.3(supports-color@10.2.2)
+    transitivePeerDependencies:
+      - supports-color
+
   human-signals@2.1.0: {}
 
   ieee754@1.2.1: {}
@@ -5399,6 +5542,8 @@ snapshots:
 
   imurmurhash@0.1.4: {}
 
+  index-to-position@1.2.0: {}
+
   individual@3.0.0: {}
 
   inherits@2.0.4: {}
@@ -5559,7 +5704,7 @@ snapshots:
   istanbul-lib-source-maps@5.0.6:
     dependencies:
       '@jridgewell/trace-mapping': 0.3.31
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       istanbul-lib-coverage: 3.2.2
     transitivePeerDependencies:
       - supports-color
@@ -5569,6 +5714,8 @@ snapshots:
       html-escaper: 2.0.2
       istanbul-lib-report: 3.0.1
 
+  js-levenshtein@1.1.6: {}
+
   js-tiktoken@1.0.21:
     dependencies:
       base64-js: 1.5.1
@@ -5591,7 +5738,7 @@ snapshots:
 
   json-schema-resolver@3.0.0:
     dependencies:
-      debug: 4.4.3
+      debug: 4.4.3(supports-color@10.2.2)
       fast-uri: 3.1.0
       rfdc: 1.4.1
     transitivePeerDependencies:
@@ -5737,6 +5884,10 @@ snapshots:
     dependencies:
       brace-expansion: 1.1.12
 
+  minimatch@5.1.6:
+    dependencies:
+      brace-expansion: 2.0.2
+
   minimatch@9.0.5:
     dependencies:
       brace-expansion: 2.0.2
@@ -5854,8 +6005,24 @@ snapshots:
       platform: 1.3.6
       protobufjs: 7.5.4
 
+  openapi-fetch@0.15.0:
+    dependencies:
+      openapi-typescript-helpers: 0.0.15
+
   openapi-types@12.1.3: {}
 
+  openapi-typescript-helpers@0.0.15: {}
+
+  openapi-typescript@7.10.1(typescript@5.9.3):
+    dependencies:
+      '@redocly/openapi-core': 1.34.6(supports-color@10.2.2)
+      ansi-colors: 4.1.3
+      change-case: 5.4.4
+      parse-json: 8.3.0
+      supports-color: 10.2.2
+      typescript: 5.9.3
+      yargs-parser: 21.1.1
+
   optionator@0.9.4:
     dependencies:
       deep-is: 0.1.4
@@ -5909,6 +6076,12 @@ snapshots:
       json-parse-even-better-errors: 2.3.1
       lines-and-columns: 1.2.4
 
+  parse-json@8.3.0:
+    dependencies:
+      '@babel/code-frame': 7.27.1
+      index-to-position: 1.2.0
+      type-fest: 4.41.0
+
   parse-ms@2.1.0: {}
 
   path-absolute@1.0.1: {}
@@ -5994,6 +6167,8 @@ snapshots:
 
   platform@1.3.6: {}
 
+  pluralize@8.0.0: {}
+
   possible-typed-array-names@1.1.0: {}
 
   postcss@8.5.6:
@@ -6435,6 +6610,8 @@ snapshots:
 
   strip-json-comments@3.1.1: {}
 
+  supports-color@10.2.2: {}
+
   supports-color@7.2.0:
     dependencies:
       has-flag: 4.0.0
@@ -6560,6 +6737,8 @@ snapshots:
 
   type-fest@0.6.0: {}
 
+  type-fest@4.41.0: {}
+
   type-fest@5.0.0:
     dependencies:
       tagged-tag: 1.0.0
@@ -6770,10 +6949,14 @@ snapshots:
 
   yallist@5.0.0: {}
 
+  yaml-ast-parser@0.0.43: {}
+
   yaml@2.8.0: {}
 
   yaml@2.8.2: {}
 
+  yargs-parser@21.1.1: {}
+
   yocto-queue@0.1.0: {}
 
   zod-to-json-schema@3.25.0(zod@4.1.13):

tsconfig.json

@@ -9,6 +9,9 @@
     },
     {
       "path": "./packages/server/tsconfig.json"
+    },
+    {
+      "path": "./packages/client/tsconfig.json"
     }
   ]
 }