diff --git a/.env.sample b/.env.sample
index 035f9b30f..31b50eb1f 100644
--- a/.env.sample
+++ b/.env.sample
@@ -5,7 +5,7 @@
 
 # Use DEFAULT for the meta portal
 NUXT_PUBLIC_APP_API_ORG_CODE=CRI
-# Custom favicon 
+# Custom favicon
 # (can be an absolute path, else will be relative to NUXT_PUBLIC_APP_PUBLIC_BINARIES_PREFIX)
 NUXT_PUBLIC_APP_FAVICON=favicon.ico
 # url prefix for a binary file storage (images...)
@@ -77,7 +77,7 @@ PLAYWRIGHT_TEST_PASSWORD=
 ### examples suggestions separated by § character
 # NUXT_PUBLIC_APP_CHATBOT_EXEMPLES=Tell me about this platform§Find research projects on renewable energy§Find researchers and publication on climate change
 
-# ==== OpenAI PRIVATE settings ==== 
+# ==== OpenAI PRIVATE settings ====
 # OpenAI API Key for the chatbot
 # optional
 # NUXT_APP_OPENAI_API_KEY=sk-proj-XXXXXXXXXXXXXXXXXXXXXXXXXXXXX
@@ -96,4 +96,12 @@ PLAYWRIGHT_TEST_PASSWORD=
 
 # ==== GOTENBERG pdf (optional) Settings ====
 # NUXT_APP_GOTENBERG_SERVER_URL=http://127.0.0.1:3333
-# NUXT_PUBLIC_APP_GOTENBERG_ENABLED='true'
\ No newline at end of file
+# NUXT_PUBLIC_APP_GOTENBERG_ENABLED='true'
+
+# ==== VECTOR DATABASE (optional) Settings ====
+# NUXT_APP_VECTOR_DB_URL=postgresql://myuser:mypassword@localhost:5432/mydb
+# NUXT_APP_VECTOR_EMBEDDING_MODEL=text-embedding-3-small
+# NUXT_APP_VECTOR_EMBEDDING_API_KEY=XXXXX
+# NUXT_APP_VECTOR_EMBEDDING_DIMENSIONS=1536
+# NUXT_APP_VECTOR_TOOL_PROMPT="use this tool to answer about neuroscience project"
+# NUXT_APP_VECTOR_TABLE_NAME=projects-vector
diff --git a/.zed/debug.json b/.zed/debug.json
new file mode 100644
index 000000000..c2327420e
--- /dev/null
+++ b/.zed/debug.json
@@ -0,0 +1,9 @@
+[
+  {
+    "label": "Attach to Nuxt",
+    "adapter": "JavaScript",
+    "request": "attach",
+    "port": 9229,
+    "sourceMaps": true
+  }
+]
diff --git a/k8s/projects-frontend/values.dev.yaml b/k8s/projects-frontend/values.dev.yaml
index 62f6d3376..5d86ab1ff 100644
--- a/k8s/projects-frontend/values.dev.yaml
+++ b/k8s/projects-frontend/values.dev.yaml
@@ -1,11 +1,17 @@
 config:
   nonSensitive:
     NUXT_PUBLIC_APP_KEYCLOAK_URL: https://keycloak.k8s.lp-i.dev
-    NUXT_PUBLIC_APP_VERSION: "{{ .Values.application.revision }}"
+    NUXT_PUBLIC_APP_VERSION: '{{ .Values.application.revision }}'
     NUXT_PUBLIC_APP_ENVIRONMENT: dev
     NUXT_APP_GOTENBERG_SERVER_URL: 'http://projects-gotenberg'
     NUXT_PUBLIC_APP_GOTENBERG_ENABLED: 'true'
     NUXT_APP_LANGCHAIN_PROMPT: ''
+    NUXT_APP_VECTOR_DB_URL: ''
+    NUXT_APP_VECTOR_EMBEDDING_API_KEY: ''
+    NUXT_APP_VECTOR_EMBEDDING_MODEL: ''
+    NUXT_APP_VECTOR_EMBEDDING_DIMENSIONS: ''
+    NUXT_APP_VECTOR_TOOL_PROMPT: ''
+    NUXT_APP_VECTOR_TABLE_NAME: ''
 
 domain: k8s.lp-i.dev
 
diff --git a/k8s/projects-frontend/values.yaml b/k8s/projects-frontend/values.yaml
index bc74cdd53..652b891bd 100644
--- a/k8s/projects-frontend/values.yaml
+++ b/k8s/projects-frontend/values.yaml
@@ -45,6 +45,12 @@ config:
     NUXT_APP_GOTENBERG_SERVER_URL: ''
     NUXT_PUBLIC_APP_GOTENBERG_ENABLED: ''
     NUXT_APP_LANGCHAIN_PROMPT: ''
+    NUXT_APP_VECTOR_DB_URL: ''
+    NUXT_APP_VECTOR_EMBEDDING_API_KEY: ''
+    NUXT_APP_VECTOR_EMBEDDING_MODEL: ''
+    NUXT_APP_VECTOR_EMBEDDING_DIMENSIONS: ''
+    NUXT_APP_VECTOR_TOOL_PROMPT: ''
+    NUXT_APP_VECTOR_TABLE_NAME: ''
 e2eEnv:
   nonSensitive:
     USER_ADMIN_EMAIL: testautomatatiquedministrateur1@outlook.fr
diff --git a/nuxt.config.ts b/nuxt.config.ts
index 41b1dfd68..0e1a646a3 100644
--- a/nuxt.config.ts
+++ b/nuxt.config.ts
@@ -131,7 +131,7 @@ export default defineNuxtConfig({
     appGeocodingApiKey: '',
     appOpenaiApiKey: '',
     appOpenaiApiPromptId: '',
-    appOpenaiApiPromptVersion: '',
+    appOpeyanaiApiPromptVersion: '',
     appOpenaiApiVectorStoreId: '',
     appMcpServerUrl: '',
     appSorbobotApiToken: '',
@@ -139,6 +139,12 @@ export default defineNuxtConfig({
     appSorbobotApiTrace: 0,
     appGotenbergServerUrl: '',
     appLangchainPrompt: '',
+    appVectorDbUrl: '',
+    appVectorEmbeddingApiKey: '',
+    appVectorTableName: '',
+    appVectorEmbeddingModel: '',
+    appVectorEmbeddingDimensions: '',
+    appVectorToolPrompt: '',
     public: {
       appVersion: '',
       appApiOrgCode: '',
diff --git a/package.json b/package.json
index 729f6e4dc..d904c37be 100644
--- a/package.json
+++ b/package.json
@@ -42,9 +42,11 @@
     "@ckpack/vue-color": "^1.5.0",
     "@hocuspocus/provider": "^2.15.0",
     "@intlify/vue-i18n-loader": "^4.2.0",
-    "@langchain/core": "^1.1.17",
+    "@langchain/community": "^1.1.23",
+    "@langchain/core": "^1.1.32",
     "@langchain/langgraph": "^1.1.2",
     "@langchain/openai": "^1.2.3",
+    "@langchain/textsplitters": "^1.0.1",
     "@mdi/font": "^6",
     "@modelcontextprotocol/sdk": "^1.20.2",
     "@nuxt/test-utils": "^3.19.2",
@@ -84,6 +86,7 @@
     "deep-chat": "^2.3.0",
     "es-toolkit": "^1.40.0",
     "highlight.js": "^11",
+    "install": "^0.13.0",
     "langchain": "^1.2.14",
     "leaflet": "^1",
     "leaflet.markercluster": "^1.5.3",
@@ -92,6 +95,8 @@
     "nuxt": "^3.19.3",
     "nuxt-svgo": "4.2.6",
     "openai": "^5.23.0",
+    "pdf-parse": "^1",
+    "pg": "^8.20.0",
     "pinia": "^3.0.3",
     "prosemirror-markdown": "^1.13.1",
     "prosemirror-model": "^1.24.1",
diff --git a/src/app/useAdminPagesRoutes.ts b/src/app/useAdminPagesRoutes.ts
index d5a963d19..52a49fd57 100644
--- a/src/app/useAdminPagesRoutes.ts
+++ b/src/app/useAdminPagesRoutes.ts
@@ -130,6 +130,12 @@ export default function useAdminPagesRoutes() {
           component: () => import('../pages/AdminPortalPageV2/Tabs/TermsAdminTab.vue'),
           meta: { checkAccessRequestEnabled: true },
         },
+        {
+          path: 'vector-store',
+          name: 'VectorStoreAdminTab',
+          component: () => import('../pages/AdminPortalPageV2/Tabs/VectorStoreAdminTab.vue'),
+          meta: { checkAccessRequestEnabled: true },
+        },
       ],
       meta: {
         resetScroll: true,
diff --git a/src/components/VectorStoreDocumentList.vue b/src/components/VectorStoreDocumentList.vue
new file mode 100644
index 000000000..565d53079
--- /dev/null
+++ b/src/components/VectorStoreDocumentList.vue
@@ -0,0 +1,130 @@
+<script setup>
+import useUsersStore from '@/stores/useUsers'
+
+const emit = defineEmits(['show-document', 'delete-document', 'edit-document'])
+
+const usersStore = useUsersStore()
+
+const isAsyncing = ref(false)
+const documentList = ref([])
+
+const refresh = async () => {
+  isAsyncing.value = true
+  let headers = {}
+  const accessToken = usersStore.accessToken // localStorage?.getItem('ACCESS_TOKEN')
+  if (accessToken) headers = { Authorization: `Bearer ${accessToken}` }
+
+  try {
+    const response = await fetch(`/api/vector-store/list`, {
+      headers,
+    })
+    const data = await response.json()
+    console.log(data)
+    documentList.value = data
+  } catch (e) {
+    console.log(e.toString())
+  } finally {
+    isAsyncing.value = false
+    close()
+  }
+}
+defineExpose({ refresh })
+
+refresh()
+</script>
+<template>
+  <div v-if="isAsyncing" class="loader">
+    <LoaderSimple />
+  </div>
+  <p v-else-if="!documentList.length" class="no-document">
+    {{ $t('vector-store.no-document-yet') }}
+  </p>
+  <ul v-else>
+    <li
+      v-for="document in documentList"
+      :key="document.title + '-' + document.chunks"
+      class="document"
+    >
+      <div class="icon">
+        <IconImage name="Article" />
+      </div>
+      <div class="title">
+        {{ document.title }}
+        <span class="chunk-count">({{ document.chunks }} {{ $t('vector-store.chunks') }})</span>
+      </div>
+      <div class="actions">
+        <ContextActionButton
+          action-icon="Eye"
+          secondary
+          no-border
+          @click.prevent="emit('show-document', document.title)"
+        />
+        <ContextActionButton
+          action-icon="Pen"
+          secondary
+          no-border
+          @click.prevent="emit('edit-document', document.title)"
+        />
+        <ContextActionButton
+          action-icon="TrashCanOutline"
+          secondary
+          no-border
+          @click.prevent="emit('delete-document', document.title)"
+        />
+      </div>
+    </li>
+  </ul>
+</template>
+<style lang="scss" scoped>
+.document {
+  display: flex;
+  gap: 1rem;
+  padding: 0.6rem;
+  border: 1px solid $primary;
+  border-radius: 0.6rem;
+  justify-content: stretch;
+  align-items: center;
+}
+
+.document ~ .document {
+  margin-top: 1rem;
+}
+
+.icon,
+.actions {
+  flex-grow: 0;
+  flex-shrink: 0;
+}
+
+.title {
+  flex-grow: 1;
+  font-size: 1.2rem;
+  color: $primary-dark;
+}
+
+.chunk-count {
+  font-weight: normal;
+  color: $light-gray;
+}
+
+.icon svg {
+  width: 2rem;
+  fill: $light-gray;
+}
+
+.actions {
+  display: flex;
+  gap: 0.6rem;
+}
+
+.loader {
+  display: flex;
+  justify-content: center;
+  padding: 2rem;
+}
+
+.no-document {
+  text-align: center;
+  font-style: italic;
+}
+</style>
diff --git a/src/components/VectorStoreDocumentShow.vue b/src/components/VectorStoreDocumentShow.vue
new file mode 100644
index 000000000..db7d3d02c
--- /dev/null
+++ b/src/components/VectorStoreDocumentShow.vue
@@ -0,0 +1,72 @@
+<script setup>
+import useUsersStore from '@/stores/useUsers'
+
+const usersStore = useUsersStore()
+
+const props = defineProps({ documentTitle: { type: String, required: true } })
+const emit = defineEmits(['close'])
+
+const isAsyncing = ref(false)
+const chunkList = ref([])
+
+let headers = {}
+const accessToken = usersStore.accessToken // localStorage?.getItem('ACCESS_TOKEN')
+if (accessToken) headers = { Authorization: `Bearer ${accessToken}` }
+
+const close = () => emit('close')
+
+const query = new URLSearchParams()
+query.set('title', props.documentTitle)
+
+try {
+  const response = await fetch(`/api/vector-store/get?${query.toString()}`, {
+    headers,
+  })
+  const data = await response.json()
+  console.log(data)
+  chunkList.value = data
+} catch (e) {
+  console.log(e.toString())
+} finally {
+  isAsyncing.value = false
+  close()
+}
+</script>
+<template>
+  <ConfirmModal
+    :title="documentTitle"
+    no-second-button
+    cancel-button-label="common.close"
+    @cancel="close"
+    @confirm="close"
+  >
+    <ul>
+      <div v-for="(chunk, i) in chunkList" :key="i" class="chunk">
+        <h4 class="chunk-header">
+          Chunk {{ i + 1 }}/{{ chunkList.length }} - Page {{ chunk.metadata.loc.pageNumber }}, Line
+          {{ chunk.metadata.loc.lines.from }}-{{ chunk.metadata.loc.lines.to }}
+        </h4>
+        <div>
+          {{ chunk.content }}
+        </div>
+      </div>
+    </ul>
+  </ConfirmModal>
+</template>
+<style lang="scss" scoped>
+.chunk {
+  padding-top: 1rem;
+  padding-bottom: 1rem;
+}
+
+.chunk ~ .chunk {
+  border-top: 1px solid $light-gray;
+}
+
+.chunk-header {
+  text-align: center;
+  color: $light-gray;
+  font-style: italic;
+  font-weight: normal;
+}
+</style>
diff --git a/src/components/VectorStoreIngestionForm.vue b/src/components/VectorStoreIngestionForm.vue
new file mode 100644
index 000000000..f62189a13
--- /dev/null
+++ b/src/components/VectorStoreIngestionForm.vue
@@ -0,0 +1,130 @@
+<script setup>
+import useUsersStore from '@/stores/useUsers'
+import useToasterStore from '@/stores/useToaster'
+
+const { t } = useNuxtI18n()
+
+const props = defineProps({
+  isOpened: {
+    type: Boolean,
+    required: true,
+  },
+  documentTitle: { type: String, default: '' },
+  isEdit: { type: Boolean, default: false },
+})
+const emit = defineEmits(['close', 'document-added', 'document-updated'])
+
+const toaster = useToasterStore()
+const usersStore = useUsersStore()
+
+const file = ref(null)
+const title = ref('')
+
+const titleExists = ref(false)
+
+watch(
+  () => [props.isOpened],
+  (neo) => {
+    if (neo) {
+      file.value = null
+      title.value = props.isEdit ? props.documentTitle : ''
+      titleExists.value = false
+    }
+  }
+)
+
+const onFileChange = (e) => {
+  let files = e.target.files || e.dataTransfer.files
+  if (!files.length) return
+  file.value = files[0]
+}
+
+const isAsyncing = ref(false)
+
+const close = () => emit('close')
+
+const submit = async () => {
+  isAsyncing.value = true
+
+  let headers = {}
+  const accessToken = usersStore.accessToken // localStorage?.getItem('ACCESS_TOKEN')
+  if (accessToken) headers = { Authorization: `Bearer ${accessToken}` }
+
+  if (!props.isEdit) {
+    try {
+      const query = new URLSearchParams()
+      query.set('title', title.value)
+      const response = await fetch(`/api/vector-store/get?${query.toString()}`, {
+        headers,
+      })
+      const existing = await response.json()
+      if (existing.length) {
+        titleExists.value = true
+        toaster.pushError(t('vector-store.title-exists'))
+        isAsyncing.value = false
+        return
+      }
+    } catch (err) {
+      console.log(err)
+    }
+  }
+
+  const fd = new FormData()
+  fd.append('title', title.value)
+  fd.append('file', file.value, file.value.name)
+
+  try {
+    const response = await fetch(`/api/vector-store/ingest`, {
+      body: fd,
+      method: 'POST',
+      headers,
+    })
+    if (response.ok) {
+      toaster.pushSuccess(
+        t(props.isEdit ? 'vector-store.document-updated' : 'vector-store.document-added')
+      )
+      emit(props.isEdit ? 'document-updated' : 'document-added')
+    } else {
+      toaster.pushError(`${response.status} - ${response.statusText}`)
+    }
+  } catch (e) {
+    toaster.pushError(e.toString())
+  } finally {
+    isAsyncing.value = false
+    close()
+  }
+}
+</script>
+<template>
+  <BaseDrawer
+    data-test="vector-store-add-document-drawer"
+    :confirm-action-name="t('common.confirm')"
+    :confirm-action-disabled="!title || !file"
+    :is-opened="isOpened"
+    :title="t(props.isEdit ? 'vector-store.edit-document' : 'vector-store.add-document')"
+    class="medium"
+    :asyncing="isAsyncing"
+    @close="close"
+    @confirm="submit"
+  >
+    <div class="form-section">
+      <TextInput
+        v-model.trim="title"
+        :label="$t('vector-store.title-field')"
+        :disabled="isEdit"
+        @change="titleExists = false"
+      />
+      <p v-if="titleExists" class="error">{{ $t('vector-store.title-exists') }}</p>
+    </div>
+    <div class="form-section">
+      <label>{{ $t('vector-store.file-field') }}</label>
+      <br />
+      <input id="file" type="file" name="file" required @change="onFileChange" />
+    </div>
+  </BaseDrawer>
+</template>
+<style lang="scss" scoped>
+.error {
+  color: $salmon;
+}
+</style>
diff --git a/src/components/people/UserProfile/UserProjectsSearch.vue b/src/components/people/UserProfile/UserProjectsSearch.vue
index d892a14c4..aac71bd9d 100644
--- a/src/components/people/UserProfile/UserProjectsSearch.vue
+++ b/src/components/people/UserProfile/UserProjectsSearch.vue
@@ -119,6 +119,7 @@ export default {
     },
 
     updateProjectList(response) {
+      if (!response) return
       this.updatePagination(response)
       // Set new projects and end loading
       const maxResults = response.max_results || this.limit
@@ -147,6 +148,7 @@ export default {
     },
 
     updatePagination(response) {
+      if (!response) return
       this.pagination.currentPage = response.current_page
       const maxResults = response.max_results || 12
       this.pagination.total = response.total_page || Math.ceil(response.count / maxResults)
diff --git a/src/i18n/locales/ca.json b/src/i18n/locales/ca.json
index 518d273e3..1d2e56b6a 100644
--- a/src/i18n/locales/ca.json
+++ b/src/i18n/locales/ca.json
@@ -220,7 +220,8 @@
       "requests": "Peticions",
       "groups": "Grups",
       "settings": "Arranjament",
-      "terms": "ToS"
+      "terms": "ToS",
+      "vector-store": "Vector store"
     },
     "page-title": "Administrador",
     "portal": {
@@ -3144,5 +3145,20 @@
       "Presentation": "Presentació",
       "UNKNOWN": "Desconegut"
     }
+  },
+  "vector-store": {
+    "confirm-deletion": "Confirmar supressió",
+    "confirm-deletion-of": "Voleu realment suprimir \"{title}\"?",
+    "document-deleted": "Document suprimit.",
+    "add-document": "Afegir un document",
+    "chunks": "fragments",
+    "no-document-yet": "Encara no hi ha cap document",
+    "title-exists": "El títol ja existeix",
+    "add-document": "Afegir un document",
+    "edit-document": "Editar un document",
+    "title-field": "Títol",
+    "file-field": "Fitxer",
+    "document-added": "Document afegit.",
+    "document-updated": "Document actualitzat."
   }
 }
diff --git a/src/i18n/locales/de.json b/src/i18n/locales/de.json
index 38657d45b..56e9b2863 100644
--- a/src/i18n/locales/de.json
+++ b/src/i18n/locales/de.json
@@ -220,7 +220,8 @@
       "requests": "Anträge",
       "groups": "Gruppen",
       "settings": "Einstellungen",
-      "terms": "ToS"
+      "terms": "ToS",
+      "vector-store": "Vector store"
     },
     "page-title": "Admin",
     "portal": {
@@ -3144,5 +3145,20 @@
       "Presentation": "Präsentation",
       "UNKNOWN": "Unbekannt"
     }
+  },
+  "vector-store": {
+    "confirm-deletion": "Löschung bestätigen",
+    "confirm-deletion-of": "Möchten Sie \"{title}\" wirklich löschen?",
+    "document-deleted": "Dokument gelöscht.",
+    "add-document": "Ein Dokument hinzufügen",
+    "chunks": "Fragmente",
+    "no-document-yet": "Noch kein Dokument",
+    "title-exists": "Titel existiert bereits",
+    "add-document": "Ein Dokument hinzufügen",
+    "edit-document": "Ein Dokument bearbeiten",
+    "title-field": "Titel",
+    "file-field": "Datei",
+    "document-added": "Dokument hinzugefügt.",
+    "document-updated": "Dokument bearbeitet."
   }
 }
diff --git a/src/i18n/locales/en.json b/src/i18n/locales/en.json
index 52f080cd3..b545b68ae 100644
--- a/src/i18n/locales/en.json
+++ b/src/i18n/locales/en.json
@@ -227,7 +227,8 @@
       "requests": "Requests",
       "groups": "Groups",
       "settings": "Settings",
-      "terms": "ToS"
+      "terms": "ToS",
+      "vector-store": "Vector store"
     },
     "page-title": "Admin",
     "portal": {
@@ -3144,5 +3145,20 @@
     "error-delete": "An error occurred by deleting the image.",
     "success-create": "Photo created.",
     "error-create": "An error occurred created image."
+  },
+  "vector-store": {
+    "confirm-deletion": "Confirm deletion",
+    "confirm-deletion-of": "Do you really want to delete \"{title}\"?",
+    "document-deleted": "Document deleted.",
+    "add-document": "Add a document",
+    "chunks": "chunks",
+    "no-document-yet": "No document yet",
+    "title-exists": "Title already exists",
+    "add-document": "Add a document",
+    "edit-document": "Edit a document",
+    "title-field": "Title",
+    "file-field": "File",
+    "document-added": "Document added.",
+    "document-updated": "Document edited."
   }
 }
diff --git a/src/i18n/locales/es.json b/src/i18n/locales/es.json
index e2f8e5899..47ac5fc06 100644
--- a/src/i18n/locales/es.json
+++ b/src/i18n/locales/es.json
@@ -220,7 +220,8 @@
       "requests": "Solicitudes",
       "groups": "Grupos",
       "settings": "Ajustes",
-      "terms": "ToS"
+      "terms": "ToS",
+      "vector-store": "Vector store"
     },
     "page-title": "Admin",
     "portal": {
@@ -3144,5 +3145,21 @@
       "Presentation": "Presentación",
       "UNKNOWN": "Desconocida"
     }
+  },
+
+  "vector-store": {
+    "confirm-deletion": "Confirmar eliminación",
+    "confirm-deletion-of": "¿Realmente desea eliminar \"{title}\"?",
+    "document-deleted": "Documento eliminado.",
+    "add-document": "Agregar un documento",
+    "chunks": "fragmentos",
+    "no-document-yet": "Aún no hay documentos",
+    "title-exists": "El título ya existe",
+    "add-document": "Agregar un documento",
+    "edit-document": "Editar un documento",
+    "title-field": "Título",
+    "file-field": "Archivo",
+    "document-added": "Documento agregado.",
+    "document-updated": "Documento actualizado."
   }
 }
diff --git a/src/i18n/locales/et.json b/src/i18n/locales/et.json
index 5719e8927..30cd2fc18 100644
--- a/src/i18n/locales/et.json
+++ b/src/i18n/locales/et.json
@@ -220,7 +220,8 @@
       "requests": "Taotlused",
       "groups": "Grupid",
       "settings": "Seadistused",
-      "terms": "Tos"
+      "terms": "Tos",
+      "vector-store": "Vector store"
     },
     "page-title": "Admin",
     "portal": {
@@ -3144,5 +3145,20 @@
       "Presentation": "Esitlus",
       "UNKNOWN": "Tundmatu"
     }
+  },
+  "vector-store": {
+    "confirm-deletion": "Kinnita kustutamine",
+    "confirm-deletion-of": "Kas soovite tõesti \"{title}\" kustutada?",
+    "document-deleted": "Dokument kustutatud.",
+    "add-document": "Lisa dokument",
+    "chunks": "fragmendid",
+    "no-document-yet": "Veel ühtegi dokumenti",
+    "title-exists": "Pealkiri eksisteerib juba",
+    "add-document": "Lisa dokument",
+    "edit-document": "Muuda dokumenti",
+    "title-field": "Pealkiri",
+    "file-field": "Fail",
+    "document-added": "Dokument lisatud.",
+    "document-updated": "Dokument uuendatud."
   }
 }
diff --git a/src/i18n/locales/fr.json b/src/i18n/locales/fr.json
index df9d04e94..ba59d9257 100644
--- a/src/i18n/locales/fr.json
+++ b/src/i18n/locales/fr.json
@@ -227,7 +227,8 @@
       "requests": "Demandes",
       "groups": "Groupes",
       "settings": "Paramètres",
-      "terms": "CGU"
+      "terms": "CGU",
+      "vector-store": "Vector store"
     },
     "page-title": "Admin",
     "portal": {
@@ -3144,5 +3145,20 @@
       "Presentation": "Présentation",
       "UNKNOWN": "Inconnu"
     }
+  },
+  "vector-store": {
+    "confirm-deletion": "Confirmer la suppression",
+    "confirm-deletion-of": "Voulez-vous vraiment supprimer « {title} » ?",
+    "document-deleted": "Document supprimé.",
+    "add-document": "Ajouter un document",
+    "chunks": "segments",
+    "no-document-yet": "Aucun document pour le moment",
+    "title-exists": "Le titre existe déjà",
+    "add-document": "Ajouter un document",
+    "edit-document": "Modifier un document",
+    "title-field": "Titre",
+    "file-field": "Fichier",
+    "document-added": "Document ajouté.",
+    "document-updated": "Document modifié."
   }
 }
diff --git a/src/i18n/locales/nl.json b/src/i18n/locales/nl.json
index 6cf608d54..5f36d0b58 100644
--- a/src/i18n/locales/nl.json
+++ b/src/i18n/locales/nl.json
@@ -220,7 +220,8 @@
       "requests": "Verzoeken",
       "groups": "Groepen",
       "settings": "Instellingen",
-      "terms": "TOS"
+      "terms": "TOS",
+      "vector-store": "Vector store"
     },
     "page-title": "Beheerder",
     "portal": {
@@ -3144,5 +3145,20 @@
       "Presentation": "Presentatie",
       "UNKNOWN": "Onbekend"
     }
+  },
+  "vector-store": {
+    "confirm-deletion": "Verwijdering bevestigen",
+    "confirm-deletion-of": "Wilt u \"{title}\" echt verwijderen?",
+    "document-deleted": "Document verwijderd.",
+    "add-document": "Een document toevoegen",
+    "chunks": "fragmenten",
+    "no-document-yet": "Nog geen document",
+    "title-exists": "Titel bestaat al",
+    "add-document": "Een document toevoegen",
+    "edit-document": "Een document bewerken",
+    "title-field": "Titel",
+    "file-field": "Bestand",
+    "document-added": "Document toegevoegd.",
+    "document-updated": "Document bijgewerkt."
   }
 }
diff --git a/src/pages/AdminPortalPageV2/AdminPortalPage.vue b/src/pages/AdminPortalPageV2/AdminPortalPage.vue
index a64f43916..0e56f2eaa 100644
--- a/src/pages/AdminPortalPageV2/AdminPortalPage.vue
+++ b/src/pages/AdminPortalPageV2/AdminPortalPage.vue
@@ -1,8 +1,10 @@
 <script setup>
 import useOrganizationsStore from '@/stores/useOrganizations.ts'
-const organizationsStore = useOrganizationsStore()
 import { getOrganizationByCode } from '@/api/organizations.service'
 
+const organizationsStore = useOrganizationsStore()
+const { isSuperAdmin } = usePermissions()
+
 const { t } = useNuxtI18n()
 const tabs = computed(() => {
   const requestAdminTab = organizationsStore.current?.access_request_enabled
@@ -18,6 +20,20 @@ const tabs = computed(() => {
       ]
     : []
 
+  // TODO: also check is vector-store is enabled
+  const vectorStoreTab = isSuperAdmin.value
+    ? [
+        {
+          key: 'admin-vector-store',
+          label: t('admin.tabs.vector-store'),
+          view: { name: 'VectorStoreAdminTab' },
+          props: {},
+          icon: 'Article', // TODO: use a bulb or db icon
+          condition: true,
+        },
+      ]
+    : []
+
   return [
     {
       key: 'admin-infos',
@@ -105,6 +121,7 @@ const tabs = computed(() => {
       icon: 'Scales',
       condition: true,
     },
+    ...vectorStoreTab,
   ].map((entry) => ({ ...entry, dataTest: entry.key }))
 })
 
diff --git a/src/pages/AdminPortalPageV2/Tabs/VectorStoreAdminTab.vue b/src/pages/AdminPortalPageV2/Tabs/VectorStoreAdminTab.vue
new file mode 100644
index 000000000..a333a0169
--- /dev/null
+++ b/src/pages/AdminPortalPageV2/Tabs/VectorStoreAdminTab.vue
@@ -0,0 +1,100 @@
+<script setup>
+import useUsersStore from '@/stores/useUsers'
+import useToasterStore from '@/stores/useToaster'
+
+const toaster = useToasterStore()
+const usersStore = useUsersStore()
+
+const showDocumentTitle = ref('')
+const addDocumentIsOpen = ref(false)
+const documentToDelete = ref('')
+const documentToEdit = ref('')
+
+const docList = ref(null)
+const refreshDocumentList = () => docList.value?.refresh()
+
+const isAsyncing = ref(false)
+
+const deleteDocument = async () => {
+  isAsyncing.value = true
+  let headers = {}
+  const accessToken = usersStore.accessToken // localStorage?.getItem('ACCESS_TOKEN')
+  if (accessToken) headers = { Authorization: `Bearer ${accessToken}` }
+
+  const query = new URLSearchParams()
+  query.set('title', documentToDelete.value)
+
+  try {
+    const response = await fetch(`/api/vector-store/delete?${query.toString()}`, {
+      headers,
+      method: 'DELETE',
+    })
+    const data = await response.json()
+    console.log(data)
+    if (response.ok) {
+      refreshDocumentList()
+      toaster.pushSuccess($t('vector-store.document-deleted', { title: documentToDelete.value }))
+    } else {
+      toaster.pushError(`${response.status} - ${response.statusText}`)
+    }
+  } catch (e) {
+    console.log(e.toString())
+    toaster.pushError(e.toString())
+  } finally {
+    documentToDelete.value = ''
+    isAsyncing.value = false
+  }
+}
+</script>
+<template>
+  <div class="vector-store-admin-tab">
+    <div class="actions">
+      <LpiButton
+        btn-icon="Plus"
+        :label="$t('vector-store.add-document')"
+        @click="addDocumentIsOpen = true"
+      />
+    </div>
+    <VectorStoreDocumentList
+      ref="docList"
+      @show-document="showDocumentTitle = $event"
+      @delete-document="documentToDelete = $event"
+      @edit-document="documentToEdit = $event"
+    />
+
+    <VectorStoreDocumentShow
+      v-if="showDocumentTitle"
+      :document-title="showDocumentTitle"
+      @close="showDocumentTitle = ''"
+      @confirm="showDocumentTitle = ''"
+    />
+    <VectorStoreIngestionForm
+      :is-opened="addDocumentIsOpen"
+      @close="addDocumentIsOpen = false"
+      @document-added="refreshDocumentList"
+    />
+    <VectorStoreIngestionForm
+      :is-opened="!!documentToEdit"
+      :title="documentToEdit"
+      is-edit
+      @close="documentToEdit = ''"
+      @document-updated="documentToEdit = ''"
+    />
+    <ConfirmModal
+      v-if="documentToDelete"
+      :asyncing="isAsyncing"
+      :document-title="$t('vector-store.confirm-deletion')"
+      :content="$t('vector-store.confirm-deletion-of', { title: documentToDelete })"
+      @confirm="deleteDocument"
+      @cancel="documentToDelete = ''"
+    />
+  </div>
+</template>
+<style lang="scss" scoped>
+.actions {
+  margin-bottom: 1rem;
+  display: flex;
+  justify-content: flex-end;
+  width: 100%;
+}
+</style>
diff --git a/src/server/routes/api/chat-lg-stream.ts b/src/server/routes/api/chat-lg-stream.ts
index cf2f80b5c..b292d5c6b 100644
--- a/src/server/routes/api/chat-lg-stream.ts
+++ b/src/server/routes/api/chat-lg-stream.ts
@@ -1,19 +1,24 @@
 // import OpenAI from 'openai'
 import { ChatOpenAI } from '@langchain/openai'
-import { createAgent } from 'langchain'
+import { createAgent, createMiddleware } from 'langchain'
 import { MemorySaver } from '@langchain/langgraph'
-import { SystemMessage, HumanMessage } from '@langchain/core/messages'
+import { SystemMessage, HumanMessage, AIMessage, BaseMessageChunk } from '@langchain/core/messages'
 import { v4 as uuidv4 } from 'uuid'
+import getVectorStore from '@/server/utils/vector-db.js'
+// import { tool } from '@langchain/core/tools'
+import { createRetrieverTool } from '@langchain/classic/tools/retriever'
+
 const runtimeConfig = useRuntimeConfig()
 const {
   // appOpenaiApiPromptId,
   // appOpenaiApiPromptVersion,
   appOpenaiApiKey,
-  appOpenaiApiVectorStoreId,
+  // appOpenaiApiVectorStoreId,
   appMcpServerUrl,
   appMcpServerTrace,
   appSorbobotApiTrace,
   appLangchainPrompt,
+  appVectorToolPrompt,
 } = runtimeConfig
 const { appChatbotEnabled } = runtimeConfig.public
 
@@ -96,17 +101,94 @@ export default defineLazyEventHandler(() => {
       })
     }
 
-    if (appOpenaiApiVectorStoreId) {
-      tools.push({
-        type: 'file_search',
-        vector_store_ids: [appOpenaiApiVectorStoreId],
+    // if (appOpenaiApiVectorStoreId) {
+    //   tools.push({
+    //     // name: 'openai_vectorstore',
+    //     type: 'file_search',
+    //     vector_store_ids: [appOpenaiApiVectorStoreId],
+    //   })
+    // }
+
+    const { vectorStore } = await getVectorStore()
+    if (vectorStore) {
+      const { appApiOrgCode } = useRuntimeConfig().public
+      console.log(`Configure vector tool with prompt "${appVectorToolPrompt}"`)
+      const retriever = vectorStore.asRetriever({
+        k: 5,
+        filter: {
+          orgCode: appApiOrgCode,
+        },
+      }) // Top 4 similar docs
+      // Create tool from retriever
+      // const retrieverTool = tool(
+      //   async (query) => {
+      //     console.log(query)
+      //     const docs = await retriever.invoke(query)
+      //     return docs.map((doc: Document) => doc.pageContent).join('\n\n')
+      //   },
+      //   {
+      //     name: 'pgvector_search',
+      //     type: 'file_search',
+      //     // description: 'Search for information in the document database. Use this tool when you need to answer questions about the uploaded content.',
+      //     description: appVectorToolPrompt,
+      //     schema: {
+      //       type: 'object',
+      //       properties: {
+      //         query: {
+      //           type: 'string',
+      //           description: 'Search query',
+      //         },
+      //       },
+      //       required: ['query'],
+      //     },
+      //     require_approval: 'never',
+      //   }
+      // )
+      const retrieverTool = createRetrieverTool(retriever, {
+        name: 'pgvector_tool',
+        description: appVectorToolPrompt,
       })
+      tools.push(retrieverTool)
     }
+
+    const toolMonitoringMiddleware = createMiddleware({
+      name: 'ToolMonitoringMiddleware',
+      wrapToolCall: async (request, handler) => {
+        // console.log(`Executing tool: ${request.toolCall.name}`)
+        // console.log(`Arguments: ${JSON.stringify(request.toolCall.args)}`)
+        try {
+          const result = await handler(request)
+          const content: string = (result as { content: string }).content
+          console.log(
+            `Tool completed successfully: "${content.substring(0, 100)}${content.length > 100 ? ' (...)' : ''}"`
+          )
+          return result
+        } catch (e) {
+          console.log(`Tool failed: ${e}`)
+          throw e
+        }
+      },
+    })
+
+    // const loggingMiddleware = createMiddleware({
+    //   name: 'LoggingMiddleware',
+    //   beforeModel: (state) => {
+    //     console.log(`About to call model with ${state.messages.length} messages`)
+    //     console.log(JSON.stringify(state.messages, null, 2))
+    //     return
+    //   },
+    //   afterModel: (state) => {
+    //     const lastMessage = state.messages[state.messages.length - 1]
+    //     console.log(`Model returned: ${lastMessage.content}`)
+    //     return
+    //   },
+    // })
+
     const model = appOpenaiApiKey
       ? new ChatOpenAI({
           apiKey: appOpenaiApiKey,
           model: 'gpt-4o-mini',
-          temperature: 0,
+          temperature: 0.7,
         })
       : null
 
@@ -118,14 +200,15 @@ export default defineLazyEventHandler(() => {
         content: [
           {
             type: 'text',
-            content: appLangchainPrompt,
+            text: appLangchainPrompt,
           },
         ],
       }),
+      middleware: [toolMonitoringMiddleware /* , loggingMiddleware*/] as any,
     })
 
     traceMcp(
-      `Starting chat stream for conversation ${conversationId} with ${messages.length} messages`
+      `Starting chat stream for conversation ${conversationId} with ${tools.map((t) => `"${t.name}"`).join(', ')}  tools and ${messages.length} messages`
     )
 
     tokenMap.set(conversationId, {
@@ -169,23 +252,42 @@ export default defineLazyEventHandler(() => {
   */
     // TODO: fix typescript mess with agent.stream return type
     for await (const [token, metadata] of (await agent.stream(
-      { messages: messages.map((msg) => new HumanMessage(msg.text)) } as any,
+      // { messages: messages.map((msg) => new HumanMessage(msg.text)) } as any,
+      {
+        messages: messages.map((msg) =>
+          msg.role === 'ai' || msg.role === 'assistant'
+            ? new AIMessage(msg.text)
+            : new HumanMessage(msg.text)
+        ),
+      } as any,
       { ...config, streamMode: 'messages' }
       // ,{ options: { stream: true }, previous_response_id: conversationId,}
-    )) as AsyncIterableIterator<
-      [
-        {
-          contentBlocks?: Array<{ type: string; index: number; text: string }>
-        },
-        { status: string; langgraph_node?: any },
-      ]
-    >) {
+    )) as AsyncIterableIterator<[BaseMessageChunk, { status: string; langgraph_node?: any }]>) {
       // TODO: handle tools and reaoning chunks
       // console.log('chunk from lg node', metadata.langgraph_node)
+      // console.log('-----------------------------')
+      // console.log('--METADATA chunk from lg node\n', JSON.stringify(metadata, null, 2))
+      // console.log('-----------------------------')
+      // console.log('--TOKEN chunk from lg node\n', JSON.stringify(token, null, 2))
+      // console.log('-----------------------------')
+
+      // console.log(
+      //   '-----> TOKEN ID\n',
+      //   token.constructor.name,
+      //   (token.lc_id && token.lc_id.join && token.lc_id.join(', ')) || token.lc_id
+      // )
+      // console.log('-----> META NODE STEP\n', metadata.langgraph_node, metadata.langgraph_step)
+
+      // console.log('---->', token.contentBlocks.map((b) => b.type).join(', '))
+
+      // prevent writing tool message to front
+      if (token.lc_id[token.lc_id.length - 1] != 'AIMessageChunk') continue
+
       const content = token.contentBlocks || []
       // sort in ascending index order and join texts (is it really necessary ?)
-      const ordered_content = content.sort((a, b) => a.index - b.index)
-      const text = ordered_content
+      // const ordered_content = content.sort((a: int, b: int) => a.index - b.index)
+      // const text = ordered_content
+      const text = content
         .filter((part) => part.type == 'text')
         .map((part) => part.text)
         .join('')
diff --git a/src/server/routes/api/vector-store/delete.delete.ts b/src/server/routes/api/vector-store/delete.delete.ts
new file mode 100644
index 000000000..f59cf5a6b
--- /dev/null
+++ b/src/server/routes/api/vector-store/delete.delete.ts
@@ -0,0 +1,26 @@
+import getVectorStore from '@/server/utils/vector-db.js'
+import checkVectorDbRights from '@/server/utils/check-vector-db-rights.js'
+
+export default defineLazyEventHandler(() => {
+  return defineEventHandler(async (event) => {
+    await checkVectorDbRights(event)
+    const title = getQuery(event)?.title as string
+
+    const { appApiOrgCode } = useRuntimeConfig().public
+    const { vectorStore } = await getVectorStore()
+    // return 404 if not configured
+    if (!vectorStore) {
+      setResponseStatus(event, 404)
+      return
+    }
+
+    await vectorStore.delete({
+      filter: {
+        title: title,
+        orgCode: appApiOrgCode,
+      },
+    })
+
+    return { status: 'ok' }
+  })
+})
diff --git a/src/server/routes/api/vector-store/get.get.ts b/src/server/routes/api/vector-store/get.get.ts
new file mode 100644
index 000000000..a9413b0af
--- /dev/null
+++ b/src/server/routes/api/vector-store/get.get.ts
@@ -0,0 +1,45 @@
+import getVectorStore from '@/server/utils/vector-db.js'
+import checkVectorDbRights from '@/server/utils/check-vector-db-rights.js'
+
+export default defineLazyEventHandler(() => {
+  return defineEventHandler(async (event) => {
+    await checkVectorDbRights(event)
+    const title = getQuery(event)?.title as string
+
+    const { appApiOrgCode } = useRuntimeConfig().public
+    const { pool } = await getVectorStore()
+    const runtimeConfig = useRuntimeConfig()
+    const vectorTableName = runtimeConfig.appVectorTableName
+    // return 404 if not configured
+    if (!pool || !vectorTableName) {
+      setResponseStatus(event, 404)
+      return
+    }
+
+    const client = await pool.connect()
+
+    console.log('title', title)
+    try {
+      const result = await client.query(
+        `
+        SELECT v.content as content, v.metadata as metadata
+        FROM ${vectorTableName} v
+        WHERE v.metadata->>'orgCode' = $1
+        AND v.metadata->>'title' = $2
+        ORDER BY v.metadata->'loc'->'pageNumber' ASC, v.metadata->'loc'->'lines'->'from' ASC
+      `,
+        [appApiOrgCode, title]
+      )
+
+      const docs = result.rows
+      console.log('docs', docs.length)
+      // docs.forEach((doc) => {
+      //   console.log(doc.title, doc.chunks)
+      // })
+
+      return docs
+    } finally {
+      client.release()
+    }
+  })
+})
diff --git a/src/server/routes/api/vector-store/ingest.post.ts b/src/server/routes/api/vector-store/ingest.post.ts
new file mode 100644
index 000000000..125561092
--- /dev/null
+++ b/src/server/routes/api/vector-store/ingest.post.ts
@@ -0,0 +1,60 @@
+import getVectorStore from '@/server/utils/vector-db.js'
+import { PDFLoader } from '@langchain/community/document_loaders/fs/pdf'
+import { RecursiveCharacterTextSplitter } from '@langchain/textsplitters'
+import checkVectorDbRights from '@/server/utils/check-vector-db-rights.js'
+
+export default defineLazyEventHandler(() => {
+  return defineEventHandler(async (event) => {
+    await checkVectorDbRights(event)
+
+    const { appApiOrgCode } = useRuntimeConfig().public
+    const { vectorStore } = await getVectorStore()
+    // return 404 if not configured
+    if (!vectorStore) {
+      setResponseStatus(event, 404)
+      return
+    }
+
+    const formData = await readFormData(event)
+
+    const file = formData.get('file') as File
+    const title = formData.get('title') as string
+
+    if (!file || !title) {
+      throw createError({
+        statusCode: 400,
+        message: 'Missing required fields: file and title',
+      })
+    }
+
+    // const arrayBuffer = await file.arrayBuffer()
+    // const buffer = Buffer.from(arrayBuffer)
+    const loader = new PDFLoader(file)
+
+    const fileDocs = await loader.load()
+    const extraMetadata = {
+      title: title,
+      timestamp: new Date().toISOString(),
+      orgCode: appApiOrgCode,
+    }
+    const fileDocsWithMeta = fileDocs.map((d) => ({
+      ...d,
+      metadata: { ...d.metadata, ...extraMetadata },
+    }))
+
+    // chunking express
+    const splitter = new RecursiveCharacterTextSplitter({ chunkSize: 500, chunkOverlap: 100 })
+    const chunks = await splitter.splitDocuments(fileDocsWithMeta)
+
+    await vectorStore.delete({
+      filter: {
+        title: extraMetadata.title,
+        orgCode: extraMetadata.orgCode,
+      },
+    })
+
+    await vectorStore.addDocuments(chunks)
+
+    return { status: 'ok', chunks }
+  })
+})
diff --git a/src/server/routes/api/vector-store/list.get.ts b/src/server/routes/api/vector-store/list.get.ts
new file mode 100644
index 000000000..12fe2cdb2
--- /dev/null
+++ b/src/server/routes/api/vector-store/list.get.ts
@@ -0,0 +1,41 @@
+import getVectorStore from '@/server/utils/vector-db.js'
+import checkVectorDbRights from '@/server/utils/check-vector-db-rights.js'
+
+export default defineLazyEventHandler(() => {
+  return defineEventHandler(async (event) => {
+    await checkVectorDbRights(event)
+
+    const { appApiOrgCode } = useRuntimeConfig().public
+    const { pool } = await getVectorStore()
+    const runtimeConfig = useRuntimeConfig()
+    const vectorTableName = runtimeConfig.appVectorTableName
+    // return 404 if not configured
+    if (!pool || !vectorTableName) {
+      setResponseStatus(event, 404)
+      return
+    }
+
+    const client = await pool.connect()
+
+    try {
+      const result = await client.query(
+        `
+        SELECT distinct(v.metadata->>'title') as title, count(*) as chunks
+        FROM ${vectorTableName} v
+        WHERE v.metadata->>'orgCode' = $1
+        GROUP BY v.metadata->>'title'
+      `,
+        [appApiOrgCode]
+      )
+
+      const docs = result.rows
+      docs.forEach((doc) => {
+        console.log(doc.title, doc.chunks)
+      })
+
+      return docs
+    } finally {
+      client.release()
+    }
+  })
+})
diff --git a/src/server/utils/check-vector-db-rights.js b/src/server/utils/check-vector-db-rights.js
new file mode 100644
index 000000000..51d1b15ce
--- /dev/null
+++ b/src/server/utils/check-vector-db-rights.js
@@ -0,0 +1,45 @@
+function atob(b64Encoded) {
+  return Buffer.from(b64Encoded, 'base64').toString()
+}
+
+export function parseJwt(token) {
+  let base64Url = token.split('.')[1]
+  let base64 = base64Url.replace(/-/g, '+').replace(/_/g, '/')
+  let jsonPayload = decodeURIComponent(
+    atob(base64)
+      .split('')
+      .map(function (c) {
+        return '%' + ('00' + c.charCodeAt(0).toString(16)).slice(-2)
+      })
+      .join('')
+  )
+
+  return JSON.parse(jsonPayload)
+}
+
+export default async function checkVectorDbRights(event) {
+  const tokenHeader = getRequestHeader(event, 'authorization') || ''
+  if (!tokenHeader) {
+    throw createError({
+      statusCode: 401,
+      statusMessage: 'Unauthorized',
+      message: 'You must authenticate to access this resource.',
+    })
+  }
+
+  const jwt = parseJwt(tokenHeader)
+
+  const kcId = jwt.sub
+
+  const runtimeConfig = useRuntimeConfig()
+  const baseUrl = runtimeConfig.public.appApiUrl + runtimeConfig.public.appApiDefaultVersion + '/'
+  const user = await $fetch(`${baseUrl}/user/${kcId}/`, { headers: { Authorization: tokenHeader } })
+
+  if (!user.is_superuser) {
+    throw createError({
+      statusCode: 403,
+      statusMessage: 'Forbidden',
+      message: 'You do not have permission to access this resource.',
+    })
+  }
+}
diff --git a/src/server/utils/vector-db.js b/src/server/utils/vector-db.js
new file mode 100644
index 000000000..46b01899a
--- /dev/null
+++ b/src/server/utils/vector-db.js
@@ -0,0 +1,73 @@
+import { PGVectorStore } from '@langchain/community/vectorstores/pgvector'
+import { OpenAIEmbeddings } from '@langchain/openai' // Or any other embedding model
+// import { Client } from 'pg'
+import { parse } from 'pg-connection-string'
+import pg from 'pg'
+
+export default async () => {
+  const runtimeConfig = useRuntimeConfig()
+  // 1. Configure the database connection
+  const connectionString = runtimeConfig.appVectorDbUrl
+  const modelName = runtimeConfig.appVectorEmbeddingModel
+  const vectorDimensions = runtimeConfig.appVectorEmbeddingDimensions
+    ? parseInt(runtimeConfig.appVectorEmbeddingDimensions)
+    : null
+  const apiKey = runtimeConfig.appVectorEmbeddingApiKey
+  const vectorTableName = runtimeConfig.appVectorTableName
+
+  let vectorStore = null
+  let pool = null
+  try {
+    if (!connectionString || !modelName || !vectorDimensions || !apiKey || !vectorTableName) {
+      throw new Error('Missing required configuration for vector store.')
+    }
+
+    // 2. Create a PgPool or Client instance (LangChain accepts both, but Pool is better for production)
+    // For simplicity in initialization, we'll pass the connection string directly to the store constructor
+    // which handles the connection internally for setup.
+
+    const embeddings = new OpenAIEmbeddings({
+      modelName,
+      apiKey,
+    })
+
+    pool = new pg.Pool(parse(connectionString))
+
+    const config = {
+      pool,
+      dimensions: vectorDimensions,
+      tableName: vectorTableName,
+      columns: {
+        idColumnName: 'id',
+        vectorColumnName: 'vector',
+        contentColumnName: 'content',
+        metadataColumnName: 'metadata',
+      },
+      // supported distance strategies: cosine (default), innerProduct, or euclidean
+      distanceStrategy: 'cosine', // as DistanceStrategy,
+    }
+
+    // 3. Initialize the VectorStore - skip if not needed
+    vectorStore = await PGVectorStore.initialize(
+      embeddings,
+      config
+      // Optional: Specify a custom table name if you don't want the default 'langchain_pg_embedding'
+      // tableName: "my_custom_table",
+      // Optional: Use JSONB for metadata (default is usually JSONB in newer versions)
+      // useJsonb: true,
+    )
+
+    console.log('Database connection established and tables initialized.')
+
+    // 4. (Optional) Add some documents to verify it works
+    // const docs = [
+    //   new Document({ pageContent: "Hello world", metadata: { source: "test" } }),
+    // ];
+    // await vectorStore.addDocuments(docs);
+  } catch (error) {
+    console.error('Error initializing vector store:', error)
+    // Handle the error as needed, e.g., fallback to an in-memory store or disable vector features
+  }
+
+  return { pool, vectorStore }
+}
diff --git a/yarn.lock b/yarn.lock
index 177bc56e3..884b11bab 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1281,20 +1281,53 @@
   resolved "https://registry.yarnpkg.com/@kwsites/promise-deferred/-/promise-deferred-1.1.1.tgz#8ace5259254426ccef57f3175bc64ed7095ed919"
   integrity sha512-GaHYm+c0O9MjZRu0ongGBRbinu8gVAMd2UZjji6jVmqKtZluZnptXGWhz1E8j8D2HJ3f/yMxKAUC0b+57wncIw==
 
-"@langchain/core@^1.1.17":
-  version "1.1.17"
-  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.17.tgz#b5a9a9fb51e9f1963581d2f7ce1e22867865d8a6"
-  integrity sha512-g7/kcKbKEwNZSyyT7aT0utxn7wTOtKErqz0cL6VjrV4v/aOb9g+dKcfj17YkSm42YQmJp/rB2IXGc17vQPEBqA==
+"@langchain/classic@1.0.23":
+  version "1.0.23"
+  resolved "https://registry.yarnpkg.com/@langchain/classic/-/classic-1.0.23.tgz#9578052a115a94e89341fa3fe80427461f011fcf"
+  integrity sha512-bqL1hUE6eG9Yvyiocg8jJ8NR7Vm+zVhB1wRr9od+dbyFVC3+utrY7m1zm6PortVx1wcdd9UPRu3elEa1sdQA8A==
+  dependencies:
+    "@langchain/openai" "1.2.13"
+    "@langchain/textsplitters" "1.0.1"
+    handlebars "^4.7.8"
+    js-yaml "^4.1.1"
+    jsonpointer "^5.0.1"
+    openapi-types "^12.1.3"
+    uuid "^10.0.0"
+    yaml "^2.2.1"
+    zod "^3.25.76 || ^4"
+  optionalDependencies:
+    langsmith ">=0.4.0 <1.0.0"
+
+"@langchain/community@^1.1.23":
+  version "1.1.23"
+  resolved "https://registry.yarnpkg.com/@langchain/community/-/community-1.1.23.tgz#5e58dc39c9edd38d8cb462e37fc6f9d8874f7ef3"
+  integrity sha512-b4Kpau7wd6wYQEz2Sl38wA3COJiEKMAvI5PksaXGWI151vbYMNWSGVh7HPVhyIotd20NEXQAc5KdifTqV48jPQ==
+  dependencies:
+    "@langchain/classic" "1.0.23"
+    "@langchain/openai" "1.2.13"
+    binary-extensions "^2.2.0"
+    flat "^5.0.2"
+    js-yaml "^4.1.1"
+    langsmith ">=0.4.0 <1.0.0"
+    math-expression-evaluator "^2.0.0"
+    uuid "^10.0.0"
+    zod "^3.25.76 || ^4"
+
+"@langchain/core@^1.1.32":
+  version "1.1.32"
+  resolved "https://registry.yarnpkg.com/@langchain/core/-/core-1.1.32.tgz#a9baf37e5cb40e8b877160d5d03ef3bf6e8e250d"
+  integrity sha512-ZZNiER5tceFXqZOghfrxNHzM60gcQL5XK/8Ow5+o4OuKHrP1p/RUQBDM9Y1nddi/VmKQj+ncaXXM5KovXTEGGQ==
   dependencies:
     "@cfworker/json-schema" "^4.0.2"
+    "@standard-schema/spec" "^1.1.0"
     ansi-styles "^5.0.0"
     camelcase "6"
     decamelize "1.2.0"
     js-tiktoken "^1.0.12"
-    langsmith ">=0.4.0 <1.0.0"
+    langsmith ">=0.5.0 <1.0.0"
     mustache "^4.2.0"
     p-queue "^6.6.2"
-    uuid "^10.0.0"
+    uuid "^11.1.0"
     zod "^3.25.76 || ^4"
 
 "@langchain/langgraph-checkpoint@^1.0.0":
@@ -1323,6 +1356,15 @@
     "@standard-schema/spec" "1.1.0"
     uuid "^10.0.0"
 
+"@langchain/openai@1.2.13":
+  version "1.2.13"
+  resolved "https://registry.yarnpkg.com/@langchain/openai/-/openai-1.2.13.tgz#ce3f1dd08b93458d43a414128caeb70be4b2a462"
+  integrity sha512-zyspKSBnyxICxZyGYMxsSkCUJR09Uj1omMGBrUsvpSu9j+zIbfNg4+NQTIRmnzULoKB+keaioOdLGHxOQru3+w==
+  dependencies:
+    js-tiktoken "^1.0.12"
+    openai "^6.27.0"
+    zod "^3.25.76 || ^4"
+
 "@langchain/openai@^1.2.3":
   version "1.2.3"
   resolved "https://registry.yarnpkg.com/@langchain/openai/-/openai-1.2.3.tgz#39f4b843ea72d71bf653aa21896f151311027e27"
@@ -1332,6 +1374,13 @@
     openai "^6.16.0"
     zod "^3.25.76 || ^4"
 
+"@langchain/textsplitters@1.0.1", "@langchain/textsplitters@^1.0.1":
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/@langchain/textsplitters/-/textsplitters-1.0.1.tgz#292f9c93239178c248b3338acf7b68aa47aa9830"
+  integrity sha512-rheJlB01iVtrOUzttscutRgLybPH9qR79EyzBEbf1u97ljWyuxQfCwIWK+SjoQTM9O8M7GGLLRBSYE26Jmcoww==
+  dependencies:
+    js-tiktoken "^1.0.12"
+
 "@lifeomic/attempt@^3.0.2":
   version "3.1.0"
   resolved "https://registry.yarnpkg.com/@lifeomic/attempt/-/attempt-3.1.0.tgz#7fc703559177b81a008b9d263e3d9a001d11d08a"
@@ -2646,7 +2695,7 @@
   resolved "https://registry.yarnpkg.com/@speed-highlight/core/-/core-1.2.7.tgz#eeaa7c1e7198559abbb98e4acbc93d108d35f2d3"
   integrity sha512-0dxmVj4gxg3Jg879kvFS/msl4s9F3T9UXC1InxgOf7t5NvcPD97u/WTA5vL/IxWHMn7qSxBozqrnnE2wvl1m8g==
 
-"@standard-schema/spec@1.1.0":
+"@standard-schema/spec@1.1.0", "@standard-schema/spec@^1.1.0":
   version "1.1.0"
   resolved "https://registry.yarnpkg.com/@standard-schema/spec/-/spec-1.1.0.tgz#a79b55dbaf8604812f52d140b2c9ab41bc150bb8"
   integrity sha512-l2aFy5jALhniG5HgqrD6jXLi/rUWrKvqN/qJx6yoJsgKhblVd+iqqU4RCXavm/jPityDo5TCvKMnpjKnOriy0w==
@@ -4400,7 +4449,7 @@ big.js@^5.2.2:
   resolved "https://registry.yarnpkg.com/big.js/-/big.js-5.2.2.tgz#65f0af382f578bcdc742bd9c281e9cb2d7768328"
   integrity sha512-vyL2OymJxmarO8gxMr0mhChsO9QGwhynfuu4+MHTAW6czfq9humCB7rKpUjDd9YUiDPU4mzpyupFSvOClAwbmQ==
 
-binary-extensions@^2.0.0:
+binary-extensions@^2.0.0, binary-extensions@^2.2.0:
   version "2.3.0"
   resolved "https://registry.yarnpkg.com/binary-extensions/-/binary-extensions-2.3.0.tgz#f6e14a97858d327252200242d4ccfe522c445522"
   integrity sha512-Ceh+7ox5qe7LJuLHoY0feh3pHuUDHAcRUeyL2VYghZwfpkNIy/+8Ocg0a3UuSoYzavmylwuLWQOf3hl0jjMMIw==
@@ -4662,7 +4711,7 @@ chalk@^4.0.0, chalk@^4.1.0, chalk@^4.1.2:
     ansi-styles "^4.1.0"
     supports-color "^7.1.0"
 
-chalk@^5.4.1:
+chalk@^5.4.1, chalk@^5.6.2:
   version "5.6.2"
   resolved "https://registry.yarnpkg.com/chalk/-/chalk-5.6.2.tgz#b1238b6e23ea337af71c7f8a295db5af0c158aea"
   integrity sha512-7NzBL0rN6fMUW+f7A6Io4h40qQlG+xGmtMxfbnH/K7TAtt8JQWVQK+6g0UXKMeVJoyV5EkkNsErQ8pVD3bLHbA==
@@ -6341,6 +6390,11 @@ flat-cache@^6.1.13:
     flatted "^3.3.3"
     hookified "^1.12.0"
 
+flat@^5.0.2:
+  version "5.0.2"
+  resolved "https://registry.yarnpkg.com/flat/-/flat-5.0.2.tgz#8ca6fe332069ffa9d324c327198c598259ceb241"
+  integrity sha512-b6suED+5/3rTpUBdG1gupIl8MPFCAMA0QXwmljLhvCUKcUvdE4gWky9zpuGCcXHOsz4J9wPGNWq6OKpmIzz3hQ==
+
 flatted@^3.2.9:
   version "3.3.2"
   resolved "https://registry.yarnpkg.com/flatted/-/flatted-3.3.2.tgz#adba1448a9841bec72b42c532ea23dbbedef1a27"
@@ -6719,6 +6773,18 @@ h3@^1.12.0, h3@^1.15.3, h3@^1.15.4:
     ufo "^1.6.1"
     uncrypto "^0.1.3"
 
+handlebars@^4.7.8:
+  version "4.7.8"
+  resolved "https://registry.yarnpkg.com/handlebars/-/handlebars-4.7.8.tgz#41c42c18b1be2365439188c77c6afae71c0cd9e9"
+  integrity sha512-vafaFqs8MZkRrSX7sFVUdo3ap/eNiLnb4IakshzvP56X5Nr1iGKAIqdX6tMlm6HcNRIkr6AxO5jFEoJzzpT8aQ==
+  dependencies:
+    minimist "^1.2.5"
+    neo-async "^2.6.2"
+    source-map "^0.6.1"
+    wordwrap "^1.0.0"
+  optionalDependencies:
+    uglify-js "^3.1.4"
+
 happy-dom@^17.0.0:
   version "17.6.3"
   resolved "https://registry.yarnpkg.com/happy-dom/-/happy-dom-17.6.3.tgz#2caa37058e6f9605f1b8b7ae03045253e6089477"
@@ -7001,6 +7067,11 @@ ini@^1.3.4, ini@^1.3.5:
   resolved "https://registry.yarnpkg.com/ini/-/ini-1.3.8.tgz#a29da425b48806f34767a4efce397269af28432c"
   integrity sha512-JV/yugV2uzW5iMRSiZAyDtQd+nxtUnjeLt0acNdw98kKLrvuRVyB80tsREOE7yvGVgalhZ6RNXCmEHkUKBKxew==
 
+install@^0.13.0:
+  version "0.13.0"
+  resolved "https://registry.yarnpkg.com/install/-/install-0.13.0.tgz#6af6e9da9dd0987de2ab420f78e60d9c17260776"
+  integrity sha512-zDml/jzr2PKU9I8J/xyZBQn8rPCAY//UOYNmR01XwNwyfhEWObo2SWfSl1+0tm1u6PhxLwDnfsT/6jB7OUxqFA==
+
 invariant@^2.2.2:
   version "2.2.4"
   resolved "https://registry.yarnpkg.com/invariant/-/invariant-2.2.4.tgz#610f3c92c9359ce1db616e538008d23ff35158e6"
@@ -7352,6 +7423,13 @@ js-yaml@^4.1.0:
   dependencies:
     argparse "^2.0.1"
 
+js-yaml@^4.1.1:
+  version "4.1.1"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.1.1.tgz#854c292467705b699476e1a2decc0c8a3458806b"
+  integrity sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==
+  dependencies:
+    argparse "^2.0.1"
+
 jsesc@^1.3.0:
   version "1.3.0"
   resolved "https://registry.yarnpkg.com/jsesc/-/jsesc-1.3.0.tgz#46c3fec8c1892b12b0833db9bc7622176dbab34b"
@@ -7442,6 +7520,11 @@ jsonparse@^1.2.0:
   resolved "https://registry.yarnpkg.com/jsonparse/-/jsonparse-1.3.1.tgz#3f4dae4a91fac315f71062f8521cc239f1366280"
   integrity sha512-POQXvpdL69+CluYsillJ7SUhKvytYjW9vG/GKpnf+xP8UWgYEM/RaMzHHofbALDiKbbP1W8UEYmgGl39WkPZsg==
 
+jsonpointer@^5.0.1:
+  version "5.0.1"
+  resolved "https://registry.yarnpkg.com/jsonpointer/-/jsonpointer-5.0.1.tgz#2110e0af0900fd37467b5907ecd13a7884a1b559"
+  integrity sha512-p/nXbhSEcu3pZRdkW1OfJhpsVtW1gd4Wa1fnQc9YLiTfAjn0312eMKimbdIQzuZl9aa9xUGaRlP9T/CJE/ditQ==
+
 keyv@^4.5.4:
   version "4.5.4"
   resolved "https://registry.yarnpkg.com/keyv/-/keyv-4.5.4.tgz#a879a99e29452f942439f2a405e3af8b31d4de93"
@@ -7519,6 +7602,18 @@ langchain@^1.2.14:
     semver "^7.6.3"
     uuid "^10.0.0"
 
+"langsmith@>=0.5.0 <1.0.0":
+  version "0.5.9"
+  resolved "https://registry.yarnpkg.com/langsmith/-/langsmith-0.5.9.tgz#7cfe57302bf008d2d03f6042c0b1505581cb8573"
+  integrity sha512-mT88HlYTz7IZzVJP/OM7D6PAR3kzcbPGjYDJpx64ua9WiJXFqQx6YKewxIIxkVSZCb9I/9TiYvPYfZ4rawOdEg==
+  dependencies:
+    "@types/uuid" "^10.0.0"
+    chalk "^5.6.2"
+    console-table-printer "^2.12.1"
+    p-queue "^6.6.2"
+    semver "^7.6.3"
+    uuid "^10.0.0"
+
 launch-editor@^2.11.1:
   version "2.11.1"
   resolved "https://registry.yarnpkg.com/launch-editor/-/launch-editor-2.11.1.tgz#61a0b7314a42fd84a6cbb564573d9e9ffcf3d72b"
@@ -7885,6 +7980,11 @@ material-colors@^1.2.6:
   resolved "https://registry.yarnpkg.com/material-colors/-/material-colors-1.2.6.tgz#6d1958871126992ceecc72f4bcc4d8f010865f46"
   integrity sha512-6qE4B9deFBIa9YSpOc9O0Sgc43zTeVYbgDT5veRKSlB2+ZuHNoVVxA1L/ckMUayV9Ay9y7Z/SZCLcGteW9i7bg==
 
+math-expression-evaluator@^2.0.0:
+  version "2.0.7"
+  resolved "https://registry.yarnpkg.com/math-expression-evaluator/-/math-expression-evaluator-2.0.7.tgz#dc99a80ce2bf7f9b7df878126feb5c506c1fdf5f"
+  integrity sha512-uwliJZ6BPHRq4eiqNWxZBDzKUiS5RIynFFcgchqhBOloVLVBpZpNG8jRYkedLcBvhph8TnRyWEuxPqiQcwIdog==
+
 math-intrinsics@^1.1.0:
   version "1.1.0"
   resolved "https://registry.yarnpkg.com/math-intrinsics/-/math-intrinsics-1.1.0.tgz#a0dd74be81e2aa5c2f27e65ce283605ee4e2b7f9"
@@ -8087,7 +8187,7 @@ minimist-options@4.1.0:
     is-plain-obj "^1.1.0"
     kind-of "^6.0.3"
 
-minimist@^1.2.6:
+minimist@^1.2.5, minimist@^1.2.6:
   version "1.2.8"
   resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.8.tgz#c1a464e7693302e082a075cee0c057741ac4772c"
   integrity sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==
@@ -8209,6 +8309,11 @@ negotiator@^1.0.0:
   resolved "https://registry.yarnpkg.com/negotiator/-/negotiator-1.0.0.tgz#b6c91bb47172d69f93cfd7c357bbb529019b5f6a"
   integrity sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg==
 
+neo-async@^2.6.2:
+  version "2.6.2"
+  resolved "https://registry.yarnpkg.com/neo-async/-/neo-async-2.6.2.tgz#b4aafb93e3aeb2d8174ca53cf163ab7d7308305f"
+  integrity sha512-Yd3UES5mWCSqR+qNT93S3UoYUkqAZ9lLg8a7g9rimsWmYGK8cVToA4/sF3RrshdyV3sAGMXVUmpMYOw+dLpOuw==
+
 nitropack@^2.12.6:
   version "2.12.7"
   resolved "https://registry.yarnpkg.com/nitropack/-/nitropack-2.12.7.tgz#8c6dac6c9896c6f41374f805f077bdf6e100f93f"
@@ -8298,6 +8403,11 @@ node-addon-api@^7.0.0:
   resolved "https://registry.yarnpkg.com/node-addon-api/-/node-addon-api-7.1.1.tgz#1aba6693b0f255258a049d621329329322aad558"
   integrity sha512-5m3bsyrjFWE1xf7nz7YXdN4udnVtXK6/Yfgn5qnahL6bCkf2yKt4k3nuTKAtT4r3IG8JNR2ncsIMdZuAzJjHQQ==
 
+node-ensure@^0.0.0:
+  version "0.0.0"
+  resolved "https://registry.yarnpkg.com/node-ensure/-/node-ensure-0.0.0.tgz#ecae764150de99861ec5c810fd5d096b183932a7"
+  integrity sha512-DRI60hzo2oKN1ma0ckc6nQWlHU69RH6xN0sjQTjMpChPfTYvKZdcQFfdYK2RWbJcKyUizSIy/l8OTGxMAM1QDw==
+
 node-fetch-native@^1.6.4, node-fetch-native@^1.6.5, node-fetch-native@^1.6.6, node-fetch-native@^1.6.7:
   version "1.6.7"
   resolved "https://registry.yarnpkg.com/node-fetch-native/-/node-fetch-native-1.6.7.tgz#9d09ca63066cc48423211ed4caf5d70075d76a71"
@@ -8624,6 +8734,16 @@ openai@^6.16.0:
   resolved "https://registry.yarnpkg.com/openai/-/openai-6.16.0.tgz#53661d9f6307dc7523e89637ff7c6ccd0be16c67"
   integrity sha512-fZ1uBqjFUjXzbGc35fFtYKEOxd20kd9fDpFeqWtsOZWiubY8CZ1NAlXHW3iathaFvqmNtCWMIsosCuyeI7Joxg==
 
+openai@^6.27.0:
+  version "6.27.0"
+  resolved "https://registry.yarnpkg.com/openai/-/openai-6.27.0.tgz#eabaea9ce6904a8b2e6b2ac0a9d69b527d95ecf6"
+  integrity sha512-osTKySlrdYrLYTt0zjhY8yp0JUBmWDCN+Q+QxsV4xMQnnoVFpylgKGgxwN8sSdTNw0G4y+WUXs4eCMWpyDNWZQ==
+
+openapi-types@^12.1.3:
+  version "12.1.3"
+  resolved "https://registry.yarnpkg.com/openapi-types/-/openapi-types-12.1.3.tgz#471995eb26c4b97b7bd356aacf7b91b73e777dd3"
+  integrity sha512-N4YtSYJqghVu4iek2ZUvcN/0aqH1kRDuNqzcycDxhOUpg7GdvLa2F3DgS6yBNhInhv2r/6I0Flkn7CqL8+nIcw==
+
 optionator@^0.9.3:
   version "0.9.4"
   resolved "https://registry.yarnpkg.com/optionator/-/optionator-0.9.4.tgz#7ea1c1a5d91d764fb282139c88fe11e182a3a734"
@@ -9025,6 +9145,13 @@ pathval@^2.0.0:
   resolved "https://registry.yarnpkg.com/pathval/-/pathval-2.0.1.tgz#8855c5a2899af072d6ac05d11e46045ad0dc605d"
   integrity sha512-//nshmD55c46FuFw26xV/xFAaB5HF9Xdap7HJBBnrKdAd6/GxDBaNA1870O79+9ueg61cZLSVc+OaFlfmObYVQ==
 
+pdf-parse@^1:
+  version "1.1.4"
+  resolved "https://registry.yarnpkg.com/pdf-parse/-/pdf-parse-1.1.4.tgz#97bca6f46758130dafb1fdd9df905efd07581f4a"
+  integrity sha512-XRIRcLgk6ZnUbsHsYXExMw+krrPE81hJ6FQPLdBNhhBefqIQKXu/WeTgNBGSwPrfU0v+UCEwn7AoAUOsVKHFvQ==
+  dependencies:
+    node-ensure "^0.0.0"
+
 perfect-debounce@^1.0.0:
   version "1.0.0"
   resolved "https://registry.yarnpkg.com/perfect-debounce/-/perfect-debounce-1.0.0.tgz#9c2e8bc30b169cc984a58b7d5b28049839591d2a"
@@ -9035,6 +9162,62 @@ perfect-debounce@^2.0.0:
   resolved "https://registry.yarnpkg.com/perfect-debounce/-/perfect-debounce-2.0.0.tgz#0ff94f1ecbe0a6bca4b1703a2ed08bbe43739aa7"
   integrity sha512-fkEH/OBiKrqqI/yIgjR92lMfs2K8105zt/VT6+7eTjNwisrsh47CeIED9z58zI7DfKdH3uHAn25ziRZn3kgAow==
 
+pg-cloudflare@^1.3.0:
+  version "1.3.0"
+  resolved "https://registry.yarnpkg.com/pg-cloudflare/-/pg-cloudflare-1.3.0.tgz#386035d4bfcf1a7045b026f8b21acf5353f14d65"
+  integrity sha512-6lswVVSztmHiRtD6I8hw4qP/nDm1EJbKMRhf3HCYaqud7frGysPv7FYJ5noZQdhQtN2xJnimfMtvQq21pdbzyQ==
+
+pg-connection-string@^2.12.0:
+  version "2.12.0"
+  resolved "https://registry.yarnpkg.com/pg-connection-string/-/pg-connection-string-2.12.0.tgz#4084f917902bb2daae3dc1376fe24ac7b4eaccf2"
+  integrity sha512-U7qg+bpswf3Cs5xLzRqbXbQl85ng0mfSV/J0nnA31MCLgvEaAo7CIhmeyrmJpOr7o+zm0rXK+hNnT5l9RHkCkQ==
+
+pg-int8@1.0.1:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/pg-int8/-/pg-int8-1.0.1.tgz#943bd463bf5b71b4170115f80f8efc9a0c0eb78c"
+  integrity sha512-WCtabS6t3c8SkpDBUlb1kjOs7l66xsGdKpIPZsg4wR+B3+u9UAum2odSsF9tnvxg80h4ZxLWMy4pRjOsFIqQpw==
+
+pg-pool@^3.13.0:
+  version "3.13.0"
+  resolved "https://registry.yarnpkg.com/pg-pool/-/pg-pool-3.13.0.tgz#416482e9700e8f80c685a6ae5681697a413c13a3"
+  integrity sha512-gB+R+Xud1gLFuRD/QgOIgGOBE2KCQPaPwkzBBGC9oG69pHTkhQeIuejVIk3/cnDyX39av2AxomQiyPT13WKHQA==
+
+pg-protocol@^1.13.0:
+  version "1.13.0"
+  resolved "https://registry.yarnpkg.com/pg-protocol/-/pg-protocol-1.13.0.tgz#fdaf6d020bca590d58bb991b4b16fc448efe0511"
+  integrity sha512-zzdvXfS6v89r6v7OcFCHfHlyG/wvry1ALxZo4LqgUoy7W9xhBDMaqOuMiF3qEV45VqsN6rdlcehHrfDtlCPc8w==
+
+pg-types@2.2.0:
+  version "2.2.0"
+  resolved "https://registry.yarnpkg.com/pg-types/-/pg-types-2.2.0.tgz#2d0250d636454f7cfa3b6ae0382fdfa8063254a3"
+  integrity sha512-qTAAlrEsl8s4OiEQY69wDvcMIdQN6wdz5ojQiOy6YRMuynxenON0O5oCpJI6lshc6scgAY8qvJ2On/p+CXY0GA==
+  dependencies:
+    pg-int8 "1.0.1"
+    postgres-array "~2.0.0"
+    postgres-bytea "~1.0.0"
+    postgres-date "~1.0.4"
+    postgres-interval "^1.1.0"
+
+pg@^8.20.0:
+  version "8.20.0"
+  resolved "https://registry.yarnpkg.com/pg/-/pg-8.20.0.tgz#1a274de944cb329fd6dd77a6d371a005ba6b136d"
+  integrity sha512-ldhMxz2r8fl/6QkXnBD3CR9/xg694oT6DZQ2s6c/RI28OjtSOpxnPrUCGOBJ46RCUxcWdx3p6kw/xnDHjKvaRA==
+  dependencies:
+    pg-connection-string "^2.12.0"
+    pg-pool "^3.13.0"
+    pg-protocol "^1.13.0"
+    pg-types "2.2.0"
+    pgpass "1.0.5"
+  optionalDependencies:
+    pg-cloudflare "^1.3.0"
+
+pgpass@1.0.5:
+  version "1.0.5"
+  resolved "https://registry.yarnpkg.com/pgpass/-/pgpass-1.0.5.tgz#9b873e4a564bb10fa7a7dbd55312728d422a223d"
+  integrity sha512-FdW9r/jQZhSeohs1Z3sI1yxFQNFvMcnmfuj4WBMUTxOrAyLMaTcE1aAMBiTlbMNaXvBCQuVi0R7hd8udDSP7ug==
+  dependencies:
+    split2 "^4.1.0"
+
 picocolors@^1.0.0, picocolors@^1.1.1:
   version "1.1.1"
   resolved "https://registry.yarnpkg.com/picocolors/-/picocolors-1.1.1.tgz#3d321af3eab939b083c8f929a1d12cda81c26b6b"
@@ -9402,6 +9585,28 @@ postcss@^8.4.31, postcss@^8.4.38, postcss@^8.4.43, postcss@^8.5.0, postcss@^8.5.
     picocolors "^1.1.1"
     source-map-js "^1.2.1"
 
+postgres-array@~2.0.0:
+  version "2.0.0"
+  resolved "https://registry.yarnpkg.com/postgres-array/-/postgres-array-2.0.0.tgz#48f8fce054fbc69671999329b8834b772652d82e"
+  integrity sha512-VpZrUqU5A69eQyW2c5CA1jtLecCsN2U/bD6VilrFDWq5+5UIEVO7nazS3TEcHf1zuPYO/sqGvUvW62g86RXZuA==
+
+postgres-bytea@~1.0.0:
+  version "1.0.1"
+  resolved "https://registry.yarnpkg.com/postgres-bytea/-/postgres-bytea-1.0.1.tgz#c40b3da0222c500ff1e51c5d7014b60b79697c7a"
+  integrity sha512-5+5HqXnsZPE65IJZSMkZtURARZelel2oXUEO8rH83VS/hxH5vv1uHquPg5wZs8yMAfdv971IU+kcPUczi7NVBQ==
+
+postgres-date@~1.0.4:
+  version "1.0.7"
+  resolved "https://registry.yarnpkg.com/postgres-date/-/postgres-date-1.0.7.tgz#51bc086006005e5061c591cee727f2531bf641a8"
+  integrity sha512-suDmjLVQg78nMK2UZ454hAG+OAW+HQPZ6n++TNDUX+L0+uUlLywnoxJKDou51Zm+zTCjrCl0Nq6J9C5hP9vK/Q==
+
+postgres-interval@^1.1.0:
+  version "1.2.0"
+  resolved "https://registry.yarnpkg.com/postgres-interval/-/postgres-interval-1.2.0.tgz#b460c82cb1587507788819a06aa0fffdb3544695"
+  integrity sha512-9ZhXKM/rw350N1ovuWHbGxnGh/SNJ4cnxHiM0rxE4VN41wsg8P8zWn9hv/buK00RP4WvlOyr/RBDiptyxVbkZQ==
+  dependencies:
+    xtend "^4.0.0"
+
 prelude-ls@^1.2.1:
   version "1.2.1"
   resolved "https://registry.yarnpkg.com/prelude-ls/-/prelude-ls-1.2.1.tgz#debc6489d7a6e6b0e7611888cec880337d316396"
@@ -10422,6 +10627,11 @@ split2@^3.0.0, split2@^3.2.2:
   dependencies:
     readable-stream "^3.0.0"
 
+split2@^4.1.0:
+  version "4.2.0"
+  resolved "https://registry.yarnpkg.com/split2/-/split2-4.2.0.tgz#c9c5920904d148bab0b9f67145f245a86aadbfa4"
+  integrity sha512-UcjcJOWknrNkF6PLX83qcHM6KHgVKNkV62Y8a5uYDVv9ydGQVwAHMKqHdJje1VTWpljG0WYpCDhrCdAOYH4TWg==
+
 sprintf-js@~1.0.2:
   version "1.0.3"
   resolved "https://registry.yarnpkg.com/sprintf-js/-/sprintf-js-1.0.3.tgz#04e6926f662895354f3dd015203633b857297e2c"
@@ -11133,6 +11343,11 @@ ufo@1.6.1, ufo@^1.1.2, ufo@^1.5.4, ufo@^1.6.1:
   resolved "https://registry.yarnpkg.com/ufo/-/ufo-1.6.1.tgz#ac2db1d54614d1b22c1d603e3aef44a85d8f146b"
   integrity sha512-9a4/uxlTWJ4+a5i0ooc1rU7C7YOw3wT+UGqdeNNHWnOF9qcMBgLRS+4IYUqbczewFx4mLEig6gawh7X6mFlEkA==
 
+uglify-js@^3.1.4:
+  version "3.19.3"
+  resolved "https://registry.yarnpkg.com/uglify-js/-/uglify-js-3.19.3.tgz#82315e9bbc6f2b25888858acd1fff8441035b77f"
+  integrity sha512-v3Xu+yuwBXisp6QYTcH4UbH+xYJXqnq2m/LtQVWKWzYc1iehYnLixoQDN9FH6/j9/oybfd6W9Ghwkl8+UMKTKQ==
+
 ultrahtml@^1.6.0:
   version "1.6.0"
   resolved "https://registry.yarnpkg.com/ultrahtml/-/ultrahtml-1.6.0.tgz#0d1aad7bbfeae512438d30e799c11622127a1ac8"
@@ -11367,6 +11582,11 @@ uuid@^10.0.0:
   resolved "https://registry.yarnpkg.com/uuid/-/uuid-10.0.0.tgz#5a95aa454e6e002725c79055fd42aaba30ca6294"
   integrity sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ==
 
+uuid@^11.1.0:
+  version "11.1.0"
+  resolved "https://registry.yarnpkg.com/uuid/-/uuid-11.1.0.tgz#9549028be1753bb934fc96e2bca09bb4105ae912"
+  integrity sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==
+
 uuid@^13.0.0:
   version "13.0.0"
   resolved "https://registry.yarnpkg.com/uuid/-/uuid-13.0.0.tgz#263dc341b19b4d755eb8fe36b78d95a6b65707e8"
@@ -11803,6 +12023,11 @@ word-wrap@^1.2.5:
   resolved "https://registry.yarnpkg.com/word-wrap/-/word-wrap-1.2.5.tgz#d2c45c6dd4fbce621a66f136cbe328afd0410b34"
   integrity sha512-BN22B5eaMMI9UMtjrGd5g5eCYPpCPDUy0FJXbYsaT5zYxjFOckS53SQDE3pWkVoWpHXVb3BrYcEN4Twa55B5cA==
 
+wordwrap@^1.0.0:
+  version "1.0.0"
+  resolved "https://registry.yarnpkg.com/wordwrap/-/wordwrap-1.0.0.tgz#27584810891456a4171c8d0226441ade90cbcaeb"
+  integrity sha512-gvVzJFlPycKc5dZN4yPkP8w7Dc37BtP1yczEneOb4uq34pXZcvrtRTmWV8W+Ume+XCxKgbjM+nevkyFPMybd4Q==
+
 "wrap-ansi-cjs@npm:wrap-ansi@^7.0.0":
   version "7.0.0"
   resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-7.0.0.tgz#67e145cff510a6a6984bdf1152911d69d2eb9e43"
@@ -11893,6 +12118,11 @@ xml-name-validator@^4.0.0:
   resolved "https://registry.yarnpkg.com/xml-name-validator/-/xml-name-validator-4.0.0.tgz#79a006e2e63149a8600f15430f0a4725d1524835"
   integrity sha512-ICP2e+jsHvAj2E2lIHxa5tjXRlKDJo4IdvPvCXbXQGdzSfmSpNVyIKMvoZHjDY9DP0zV17iI85o90vRFXNccRw==
 
+xtend@^4.0.0:
+  version "4.0.2"
+  resolved "https://registry.yarnpkg.com/xtend/-/xtend-4.0.2.tgz#bb72779f5fa465186b1f438f674fa347fdb5db54"
+  integrity sha512-LKYU1iAXJXUgAXn9URjiu+MWhyUXHsvfp7mcuYm9dSUKK0/CjtrUwFAxD82/mCWbtLsGjFIad0wIsod4zrTAEQ==
+
 y-prosemirror@^1.2.11:
   version "1.3.7"
   resolved "https://registry.yarnpkg.com/y-prosemirror/-/y-prosemirror-1.3.7.tgz#f88e553da4ea33278b114cf0b6a0ea978b154e84"
@@ -11959,6 +12189,11 @@ yaml@^2.0.0, yaml@^2.7.0:
   resolved "https://registry.yarnpkg.com/yaml/-/yaml-2.7.0.tgz#aef9bb617a64c937a9a748803786ad8d3ffe1e98"
   integrity sha512-+hSoy/QHluxmC9kCIJyL/uyFmLmc+e5CFR5Wa+bpIhIj85LVb9ZH2nVnqrHoSvKogwODv0ClqZkmiSSaIH5LTA==
 
+yaml@^2.2.1:
+  version "2.8.2"
+  resolved "https://registry.yarnpkg.com/yaml/-/yaml-2.8.2.tgz#5694f25eca0ce9c3e7a9d9e00ce0ddabbd9e35c5"
+  integrity sha512-mplynKqc1C2hTVYxd0PU2xQAc22TI1vShAYGksCCfxbn/dFwnHTNi1bvYsBTkhdUNtGIf5xNOg938rrSSYvS9A==
+
 yaml@^2.8.0:
   version "2.8.1"
   resolved "https://registry.yarnpkg.com/yaml/-/yaml-2.8.1.tgz#1870aa02b631f7e8328b93f8bc574fac5d6c4d79"