diff --git a/frontend/.gitignore b/frontend/.gitignore
index 4ae1a69f..87a7be31 100644
--- a/frontend/.gitignore
+++ b/frontend/.gitignore
@@ -30,4 +30,8 @@ docs/.vitepress/cache
 docs/.vitepress/dist
 
 # Robots
-robots.txt
\ No newline at end of file
+robots.txt
+
+# SSL
+certs/
+certs/*
\ No newline at end of file
diff --git a/frontend/app/components/modules/auth/components/login.vue b/frontend/app/components/modules/auth/components/login.vue
new file mode 100644
index 00000000..0f9ff18c
--- /dev/null
+++ b/frontend/app/components/modules/auth/components/login.vue
@@ -0,0 +1,72 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div>
+    <lfx-button
+      v-if="!isAuthenticated"
+      type="tertiary"
+      class="!rounded-full text-nowrap !text-brand-500"
+      @click="login()"
+    >
+      My account
+    </lfx-button>
+    <lfx-popover
+      v-else
+      v-model:visibility="isOpen"
+      placement="bottom-end"
+      class="cursor-pointer"
+    >
+      <lfx-avatar
+        :src="'https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcRlOLBRK-3wEFFeCojWlHou4nooggl5iI2PJQ&s'"
+        size="small"
+      />
+
+      <template #content>
+
+        <div class="bg-white shadow-lg rounded-lg border border-neutral-200">
+          <div class="p-3">
+            <lfx-button
+              type="transparent"
+              class="text-nowrap !text-brand-500"
+              @click="logoutHandler()"
+            >
+              Log Out
+            </lfx-button> 
+          </div>
+        </div>
+      </template>
+    </lfx-popover>
+  </div>
+</template>
+
+<script setup lang="ts">
+import { ref } from 'vue';
+import { useAuth0 } from '@auth0/auth0-vue';
+import LfxButton from '~/components/uikit/button/button.vue';
+import LfxAvatar from "~/components/uikit/avatar/avatar.vue";
+import LfxPopover from "~/components/uikit/popover/popover.vue";
+
+const { loginWithRedirect, logout, isAuthenticated } = useAuth0();
+
+const isOpen = ref(false);
+
+const login = () => {
+  loginWithRedirect();
+};
+
+const logoutHandler = () => {
+  logout();
+};
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxAuthLogin',
+}
+</script>
+
+<style scoped>
+
+</style>
\ No newline at end of file
diff --git a/frontend/app/components/modules/project/components/shared/header.vue b/frontend/app/components/modules/project/components/shared/header.vue
index 228fd855..cac84b61 100644
--- a/frontend/app/components/modules/project/components/shared/header.vue
+++ b/frontend/app/components/modules/project/components/shared/header.vue
@@ -71,6 +71,17 @@ SPDX-License-Identifier: MIT
               </div>
             </div>
             <div class="hidden sm:flex items-center gap-4">
+              <lfx-button
+                type="tertiary"
+                class="!rounded-full text-nowrap"
+                @click="openReportModal()"
+              >
+                <lfx-icon
+                  name="comment-exclamation"
+                  class="text-warning-600"
+                />
+                Report issue
+              </lfx-button>
               <lfx-button
                 type="tertiary"
                 class="!rounded-full"
@@ -79,24 +90,6 @@ SPDX-License-Identifier: MIT
                 <lfx-icon name="link-simple" />
                 Share
               </lfx-button>
-              <lfx-dropdown
-                placement="bottom-end"
-                width="12.5rem"
-              >
-                <template #trigger>
-                  <lfx-icon-button
-                    icon="ellipsis"
-                    type="transparent"
-                  />
-                </template>
-                <lfx-dropdown-item @click="openReportModal()">
-                  <lfx-icon
-                    name="comment-exclamation"
-                    class="!text-neutral-900"
-                  />
-                  Report issue
-                </lfx-dropdown-item>
-              </lfx-dropdown>
             </div>
           </div>
         </div>
@@ -179,8 +172,6 @@ import useResponsive from "~/components/shared/utils/responsive";
 import {useProjectStore} from "~/components/modules/project/store/project.store";
 import LfxOrganizationLogo from "~/components/uikit/organization-logo/organization-logo.vue";
 import LfxProjectMenu from "~/components/modules/project/components/shared/header/project-menu.vue";
-import LfxDropdown from "~/components/uikit/dropdown/dropdown.vue";
-import LfxDropdownItem from "~/components/uikit/dropdown/dropdown-item.vue";
 import {useReportStore} from "~/components/shared/modules/report/store/report.store";
 import {useShareStore} from "~/components/shared/modules/share/store/share.store";
 import { LfxRoutes } from '~/components/shared/types/routes';
diff --git a/frontend/app/components/modules/widget/components/shared/widget-menu.vue b/frontend/app/components/modules/widget/components/shared/widget-menu.vue
index ac49c3c3..8faec66b 100644
--- a/frontend/app/components/modules/widget/components/shared/widget-menu.vue
+++ b/frontend/app/components/modules/widget/components/shared/widget-menu.vue
@@ -89,7 +89,7 @@ SPDX-License-Identifier: MIT
 </template>
 
 <script lang="ts" setup>
-import {computed} from "vue";
+import {computed, ref} from "vue";
 import {storeToRefs} from "pinia";
 import LfxIcon from "~/components/uikit/icon/icon.vue";
 import LfxWidgetMenuItem from "~/components/modules/widget/components/shared/widget-menu-item.vue";
@@ -107,6 +107,10 @@ import LfxDropdownSeparator from "~/components/uikit/dropdown/dropdown-separator
 import LfxDropdownItem from "~/components/uikit/dropdown/dropdown-item.vue";
 import LfxSnapshotModal from "~/components/modules/widget/components/shared/snapshot/snapshot-modal.vue";
 import LfxWidgetEmbedModal from "~/components/modules/widget/components/shared/embed/embed-modal.vue";
+import {useCopilotStore} from "~/components/shared/modules/copilot/store/copilot.store";
+import { dateOptKeys } from '~/components/modules/project/config/date-options';
+import type { Granularity } from '~~/types/shared/granularity';
+import { barGranularities } from '~/components/shared/types/granularity';
 
 const props = defineProps<{
   name: Widget;
@@ -120,8 +124,19 @@ const isEmbedModalOpen = ref(false)
 
 const {openReportModal} = useReportStore()
 const {openShareModal} = useShareStore()
+const {openCopilotWidgetModal} = useCopilotStore()
 
-const {project, selectedRepositories} = storeToRefs(useProjectStore());
+const {
+  project, 
+  selectedRepositories, 
+  startDate, 
+  endDate, 
+  selectedTimeRangeKey, 
+  customRangeGranularity} = storeToRefs(useProjectStore());
+
+const granularity = computed(() => (selectedTimeRangeKey.value === dateOptKeys.custom
+  ? customRangeGranularity.value[0] as Granularity
+  : barGranularities[selectedTimeRangeKey.value as keyof typeof barGranularities]));
 
 const widgetArea = computed(
     () => Object.keys(lfxWidgetArea).find(
@@ -150,6 +165,21 @@ const share = () => {
   });
 }
 
+const askCopilot = () => {
+  openCopilotWidgetModal({
+    widget: props.name,
+    icon: 'users',
+    suggestions: '',
+    project: project.value || undefined,
+    params: {
+      startDate: startDate.value || '',
+      endDate: endDate.value || '',
+      granularity: granularity.value,
+      project: project.value?.slug || ''
+    }
+  });
+}
+
 const menu: {
   label: string;
   icon: string;
@@ -200,6 +230,23 @@ const menu: {
     action: share,
     enabled: config.value.share,
     isSeparator: false
+  },
+  {
+    label: '',
+    icon: '',
+    action: () => {
+    },
+    enabled: config.value.embed || config.value.snapshot || config.value.share,
+    isSeparator: true
+  },
+  {
+    label: 'Ask Copilot',
+    icon: 'sparkles',
+    iconClass: '!text-brand-500',
+    action: askCopilot,
+    enabled: !!config.value.copilot,
+    showLabel: true,
+    isSeparator: false
   }
 ]
 </script>
diff --git a/frontend/app/components/modules/widget/config/contributor/active-contributors/active-contributors.config.ts b/frontend/app/components/modules/widget/config/contributor/active-contributors/active-contributors.config.ts
index 0eab3db2..f9d01c95 100644
--- a/frontend/app/components/modules/widget/config/contributor/active-contributors/active-contributors.config.ts
+++ b/frontend/app/components/modules/widget/config/contributor/active-contributors/active-contributors.config.ts
@@ -62,7 +62,11 @@ const activeContributors: WidgetConfig = {
                     continuous improvement and a vibrant development community`,
             }
         }
-    }
+    },
+    copilot: {
+        icon: 'people-group',
+        suggestions: 'How many active contributors are there?'
+    },
 };
 
 export default activeContributors;
diff --git a/frontend/app/components/modules/widget/config/contributor/active-organizations/active-organizations.config.ts b/frontend/app/components/modules/widget/config/contributor/active-organizations/active-organizations.config.ts
index 0042c967..7e36a688 100644
--- a/frontend/app/components/modules/widget/config/contributor/active-organizations/active-organizations.config.ts
+++ b/frontend/app/components/modules/widget/config/contributor/active-organizations/active-organizations.config.ts
@@ -16,6 +16,10 @@ const activeOrganizations: WidgetConfig = {
     share: true,
     embed: true,
     snapshot: true,
+    copilot: {
+        icon: 'people-group',
+        suggestions: 'How many active organizations are there?'
+    },
 }
 
 export default activeOrganizations;
diff --git a/frontend/app/components/modules/widget/config/contributor/contributor-dependency/contributor-dependency.config.ts b/frontend/app/components/modules/widget/config/contributor/contributor-dependency/contributor-dependency.config.ts
index 7b5f8338..5de87ca3 100644
--- a/frontend/app/components/modules/widget/config/contributor/contributor-dependency/contributor-dependency.config.ts
+++ b/frontend/app/components/modules/widget/config/contributor/contributor-dependency/contributor-dependency.config.ts
@@ -57,6 +57,10 @@ const contributorDependency: WidgetConfig = {
               ensuring robust support and a highly resilient development process.`,
             }
         }
+    },
+    copilot: {
+      icon: 'people-group',
+      suggestions: 'Show me the contributor dependency'
     }
 }
 
diff --git a/frontend/app/components/modules/widget/config/contributor/contributors-leaderboard/contributors-leaderboard.config.ts b/frontend/app/components/modules/widget/config/contributor/contributors-leaderboard/contributors-leaderboard.config.ts
index 6eed814d..2c6f94e5 100644
--- a/frontend/app/components/modules/widget/config/contributor/contributors-leaderboard/contributors-leaderboard.config.ts
+++ b/frontend/app/components/modules/widget/config/contributor/contributors-leaderboard/contributors-leaderboard.config.ts
@@ -16,6 +16,10 @@ const contributorsLeaderboard: WidgetConfig = {
     share: true,
     embed: true,
     snapshot: true,
+    copilot: {
+        icon: 'people-group',
+        suggestions: 'How many contributors are there in the leaderboard?'
+    },
 }
 
 export default contributorsLeaderboard;
diff --git a/frontend/app/components/modules/widget/config/contributor/geographical-distribution/geographical-distribution.config.ts b/frontend/app/components/modules/widget/config/contributor/geographical-distribution/geographical-distribution.config.ts
index f608f004..5d940203 100644
--- a/frontend/app/components/modules/widget/config/contributor/geographical-distribution/geographical-distribution.config.ts
+++ b/frontend/app/components/modules/widget/config/contributor/geographical-distribution/geographical-distribution.config.ts
@@ -17,6 +17,10 @@ const geographicalDistribution: WidgetConfig = {
     share: true,
     embed: true,
     snapshot: true,
+    copilot: {
+        icon: 'people-group',
+        suggestions: 'Show me the geographical distribution of contributors'
+      }
 }
 
 export default geographicalDistribution;
diff --git a/frontend/app/components/modules/widget/config/contributor/organization-dependency/organization-dependency.config.ts b/frontend/app/components/modules/widget/config/contributor/organization-dependency/organization-dependency.config.ts
index 2a35eab1..baf74abc 100644
--- a/frontend/app/components/modules/widget/config/contributor/organization-dependency/organization-dependency.config.ts
+++ b/frontend/app/components/modules/widget/config/contributor/organization-dependency/organization-dependency.config.ts
@@ -57,6 +57,10 @@ const organizationDependency: WidgetConfig = {
                 ensuring robust support and resilience through a wide range of contributing organizations.`,
               }
         }
+    },
+    copilot: {
+      icon: 'people-group',
+      suggestions: 'Show me the organization dependency'
     }
 }
 
diff --git a/frontend/app/components/modules/widget/config/contributor/organizations-leaderboard/organizations-leaderboard.config.ts b/frontend/app/components/modules/widget/config/contributor/organizations-leaderboard/organizations-leaderboard.config.ts
index 02cf5969..ee2328cf 100644
--- a/frontend/app/components/modules/widget/config/contributor/organizations-leaderboard/organizations-leaderboard.config.ts
+++ b/frontend/app/components/modules/widget/config/contributor/organizations-leaderboard/organizations-leaderboard.config.ts
@@ -16,6 +16,10 @@ const organizationsLeaderboard: WidgetConfig = {
     share: true,
     embed: true,
     snapshot: true,
+    copilot: {
+        icon: 'people-group',
+        suggestions: 'How many organizations are there in the leaderboard?'
+    },
 }
 
 export default organizationsLeaderboard;
diff --git a/frontend/app/components/modules/widget/config/contributor/retention/retention.config.ts b/frontend/app/components/modules/widget/config/contributor/retention/retention.config.ts
index 30e8a8be..48df52b4 100644
--- a/frontend/app/components/modules/widget/config/contributor/retention/retention.config.ts
+++ b/frontend/app/components/modules/widget/config/contributor/retention/retention.config.ts
@@ -70,6 +70,10 @@ const retention: WidgetConfig = {
         indicating a highly engaged and stable community.`,
       }
     }
+  },
+  copilot: {
+    icon: 'people-group',
+    suggestions: 'Show me the retention rate for the last 3 quarters'
   }
 };
 
diff --git a/frontend/app/components/modules/widget/config/development/active-days/active-days.config.ts b/frontend/app/components/modules/widget/config/development/active-days/active-days.config.ts
index f2e69d8d..4720e081 100644
--- a/frontend/app/components/modules/widget/config/development/active-days/active-days.config.ts
+++ b/frontend/app/components/modules/widget/config/development/active-days/active-days.config.ts
@@ -72,6 +72,10 @@ const activeDays: WidgetConfig = {
       },
     },
   },
+  copilot: {
+    icon: 'people-group',
+    suggestions: 'Show me the active days'
+  }
 }
 
 export default activeDays
diff --git a/frontend/app/components/modules/widget/config/development/average-time-to-merge/average-time-to-merge.config.ts b/frontend/app/components/modules/widget/config/development/average-time-to-merge/average-time-to-merge.config.ts
index 387d26c1..c2f97438 100644
--- a/frontend/app/components/modules/widget/config/development/average-time-to-merge/average-time-to-merge.config.ts
+++ b/frontend/app/components/modules/widget/config/development/average-time-to-merge/average-time-to-merge.config.ts
@@ -12,6 +12,10 @@ const averateTimeToMerge: WidgetConfig = {
     share: true,
     embed: true,
     snapshot: true,
+    copilot: {
+        icon: 'people-group',
+        suggestions: 'Show me the average time to merge'
+      }
 }
 
 export default averateTimeToMerge;
diff --git a/frontend/app/components/modules/widget/config/development/code-review-engagement/code-review-engagement.config.ts b/frontend/app/components/modules/widget/config/development/code-review-engagement/code-review-engagement.config.ts
index 65118b8c..964027ca 100644
--- a/frontend/app/components/modules/widget/config/development/code-review-engagement/code-review-engagement.config.ts
+++ b/frontend/app/components/modules/widget/config/development/code-review-engagement/code-review-engagement.config.ts
@@ -17,6 +17,10 @@ const codeReviewEngagement: WidgetConfig = {
     share: true,
     embed: true,
     snapshot: true,
+    copilot: {
+        icon: 'people-group',
+        suggestions: 'Show me the code review engagement'
+      }
 }
 
 export default codeReviewEngagement;
diff --git a/frontend/app/components/modules/widget/config/development/commit-activities/commit-activities.config.ts b/frontend/app/components/modules/widget/config/development/commit-activities/commit-activities.config.ts
index e2d9fa68..e1506984 100644
--- a/frontend/app/components/modules/widget/config/development/commit-activities/commit-activities.config.ts
+++ b/frontend/app/components/modules/widget/config/development/commit-activities/commit-activities.config.ts
@@ -14,7 +14,11 @@ const commitActivities: WidgetConfig = {
   },
   share: true,
   embed: true,
-  snapshot: true
+  snapshot: true,
+  copilot: {
+    icon: 'people-group',
+    suggestions: 'Show me the commit activities'
+  }
 };
 
 export default commitActivities;
diff --git a/frontend/app/components/modules/widget/config/development/contributions-outside-work-hours/contributions-outside-work-hours.config.ts b/frontend/app/components/modules/widget/config/development/contributions-outside-work-hours/contributions-outside-work-hours.config.ts
index 0aa8a145..84262724 100644
--- a/frontend/app/components/modules/widget/config/development/contributions-outside-work-hours/contributions-outside-work-hours.config.ts
+++ b/frontend/app/components/modules/widget/config/development/contributions-outside-work-hours/contributions-outside-work-hours.config.ts
@@ -53,6 +53,10 @@ const contributionsOutsideWorkHours: WidgetConfig = {
       },
     },
   },
+  copilot: {
+    icon: 'people-group',
+    suggestions: 'Show me the contributions outside work hours'
+  }
 }
 
 export default contributionsOutsideWorkHours
diff --git a/frontend/app/components/modules/widget/config/development/issues-resolution/issues-resolution.config.ts b/frontend/app/components/modules/widget/config/development/issues-resolution/issues-resolution.config.ts
index ee9bebbb..cf82f377 100644
--- a/frontend/app/components/modules/widget/config/development/issues-resolution/issues-resolution.config.ts
+++ b/frontend/app/components/modules/widget/config/development/issues-resolution/issues-resolution.config.ts
@@ -68,6 +68,10 @@ const issuesResolution: WidgetConfig = {
       },
     },
   },
+  copilot: {
+    icon: 'people-group',
+    suggestions: 'Show me the issues resolution'
+  }
 }
 
 export default issuesResolution
diff --git a/frontend/app/components/modules/widget/config/development/merge-lead-time/merge-lead-time.config.ts b/frontend/app/components/modules/widget/config/development/merge-lead-time/merge-lead-time.config.ts
index f91c86a4..1b568700 100644
--- a/frontend/app/components/modules/widget/config/development/merge-lead-time/merge-lead-time.config.ts
+++ b/frontend/app/components/modules/widget/config/development/merge-lead-time/merge-lead-time.config.ts
@@ -68,6 +68,10 @@ const mergeLeadTime: WidgetConfig = {
       },
     },
   },
+  copilot: {
+    icon: 'people-group',
+    suggestions: 'Show me the merge lead time'
+  }
 }
 
 export default mergeLeadTime
diff --git a/frontend/app/components/modules/widget/config/widget.config.ts b/frontend/app/components/modules/widget/config/widget.config.ts
index 8872ce35..42ade270 100644
--- a/frontend/app/components/modules/widget/config/widget.config.ts
+++ b/frontend/app/components/modules/widget/config/widget.config.ts
@@ -54,6 +54,11 @@ export interface WidgetBenchmarkConfig {
   >
 }
 
+export interface WidgetCopilotConfig {
+  icon: string
+  suggestions: string
+}
+
 export interface WidgetConfig {
   key: string
   name: string
@@ -63,6 +68,7 @@ export interface WidgetConfig {
   share: boolean
   embed: boolean
   snapshot: boolean
+  copilot?: WidgetCopilotConfig
   defaultValue?: Record<string, unknown>
   additionalShare?: Component
   hideOnRepoFilter?: boolean
diff --git a/frontend/app/components/shared/layout/menu.vue b/frontend/app/components/shared/layout/menu.vue
index 2094c4f7..689ac95e 100644
--- a/frontend/app/components/shared/layout/menu.vue
+++ b/frontend/app/components/shared/layout/menu.vue
@@ -14,6 +14,9 @@ SPDX-License-Identifier: MIT
     </div>
     <div class="border-r border-neutral-200 h-6" />
     <lfx-tools />
+    <client-only>
+      <lfx-login />
+    </client-only>
   </div>
 </template>
 
@@ -22,6 +25,7 @@ SPDX-License-Identifier: MIT
   import LfxMenuMobile from "~/components/shared/layout/menu/menu-mobile.vue";
   import LfxMenuTablet from "~/components/shared/layout/menu/menu-tablet.vue";
   import LfxMenuStaticLinks from "~/components/shared/layout/menu/static-links.vue";
+  import LfxLogin from "~/components/modules/auth/components/login.vue";
 </script>
 
 <script lang="ts">
diff --git a/frontend/app/components/shared/modules/copilot/components/chat-history/chat-label.vue b/frontend/app/components/shared/modules/copilot/components/chat-history/chat-label.vue
new file mode 100644
index 00000000..08a331b1
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/chat-history/chat-label.vue
@@ -0,0 +1,41 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <span
+    v-if="status !== 'error'"
+    class="text-xs text-neutral-500 flex items-center gap-1"
+  >
+    <lfx-icon
+      name="brain"
+      :size="12"
+    />
+    {{ label }}
+  </span>
+  <span
+    v-else
+    class="text-xs text-negative-500 flex items-center gap-1"
+  >
+    <lfx-icon
+      name="circle-exclamation"
+      :size="12"
+    />
+    Error
+  </span>
+</template>
+<script setup lang="ts">
+import LfxIcon from '~/components/uikit/icon/icon.vue'
+
+defineProps<{
+  label: string;
+  status: string;
+}>()
+
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxChatLabel'
+}
+</script>
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/components/chat-history/chat-result.vue b/frontend/app/components/shared/modules/copilot/components/chat-history/chat-result.vue
new file mode 100644
index 00000000..d953a797
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/chat-history/chat-result.vue
@@ -0,0 +1,82 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div>
+    <div
+      class="cursor-pointer flex items-center gap-1"
+      @click="isReasonExpanded = !isReasonExpanded"
+    >
+      <lfx-chat-label 
+        v-if="message"
+        label="Reasoning" 
+        :status="message.status" 
+      />
+      <lfx-icon
+        :name="isReasonExpanded ? 'angle-up' : 'angle-down'"
+        :size="12"
+      />
+    </div>
+    <div
+      v-if="isReasonExpanded"
+      class="my-4 text-xs text-neutral-400"
+    >
+      {{ message.sql }}
+    </div>
+    <div class="my-4">{{ message.content }}</div>
+
+    <span 
+      class="flex items-center px-3 py-2 border border-solid border-neutral-200 
+      rounded-xl shadow-sm bg-white justify-between cursor-pointer"
+      @click="emit('select')"
+    >
+      <lfx-chat-result-label
+        :version="version"
+        label="Results"
+      />
+      <lfx-icon
+        v-if="!isSelected"
+        name="arrow-rotate-left"
+        :size="16"
+        class="text-neutral-400"
+      />
+    </span>
+    <div class="flex gap-2 mt-3">
+      <lfx-icon
+        name="thumbs-up"
+        :size="16"
+        class="text-neutral-400 cursor-pointer"
+      />
+      <lfx-icon
+        name="thumbs-down"
+        :size="16"
+        class="text-neutral-400 cursor-pointer"
+      />
+    </div>
+  </div>
+</template>
+<script setup lang="ts">
+import type { AIMessage } from '../../types/copilot.types'
+import LfxChatLabel from './chat-label.vue'
+import LfxChatResultLabel from './result-label.vue'
+import LfxIcon from '~/components/uikit/icon/icon.vue'
+
+defineProps<{
+  message: AIMessage,
+  version: number,
+  isSelected: boolean | undefined
+}>()
+
+const isReasonExpanded = ref(false);
+const emit = defineEmits<{
+  (e: 'select'): void
+}>()
+
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxChatResult'
+}
+</script>
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/components/chat-history/copilot-chat-history.vue b/frontend/app/components/shared/modules/copilot/components/chat-history/copilot-chat-history.vue
new file mode 100644
index 00000000..b6c85109
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/chat-history/copilot-chat-history.vue
@@ -0,0 +1,50 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div class="h-full flex flex-col gap-7 chat-messages">
+    <lfx-copilot-chat-item
+      v-for="(message, index) in messages"
+      :key="index"
+      :message="message"
+      :all-results="allResults"
+      :selected-result-id="selectedResultId"
+      @select-result="selectResult"
+    />
+
+    <lfx-chat-label
+      v-if="isLoading"
+      :status="'thinking'"
+      label="Thinking..."
+    />
+  </div>
+</template>
+<script setup lang="ts">
+import { computed } from 'vue';
+import type { AIMessage } from '../../types/copilot.types';
+import LfxCopilotChatItem from './copilot-chat-item.vue';
+import LfxChatLabel from './chat-label.vue';
+
+const emit = defineEmits<{
+  (e: 'selectResult', id: string): void
+}>()
+
+const props = defineProps<{
+  messages: Array<AIMessage>,
+  selectedResultId: string | null,
+  isLoading: boolean
+}>()
+
+const allResults = computed(() => props.messages.filter(m => m.type === 'sql-result' || m.type === 'pipe-result'));
+
+const selectResult = (id: string) => {
+  emit('selectResult', id)
+}
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotChatHistory'
+}
+</script>
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/components/chat-history/copilot-chat-item.vue b/frontend/app/components/shared/modules/copilot/components/chat-history/copilot-chat-item.vue
new file mode 100644
index 00000000..c1581ceb
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/chat-history/copilot-chat-item.vue
@@ -0,0 +1,82 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div
+    class="flex items-start gap-3"
+    :class="message.role === 'user' ? 'justify-end' : 'justify-start'"
+  >
+    <div
+      class="max-w-[90%] rounded-full break-words"
+      :class="[
+        message.role === 'user' ? 'bg-neutral-100 text-right' : 'bg-transparent text-left',
+        message.type === 'sql-result' || message.type === 'pipe-result' ? 'w-full' : ''
+      ]"
+    >
+      <div
+        class="text-sm text-neutral-900"
+      >
+        <span
+          v-if="message.type === 'text'"
+          class="px-4 py-2 inline-block"
+        >{{ message.content }}</span>
+        <div
+          v-if="message.type === 'router-status'"
+          class="flex flex-col gap-3"
+        >
+          <template v-if="message.status === 'error'">
+            <lfx-chat-label
+              :status="message.status"
+              label="Error"
+            />
+            <span>
+              There was an error processing your request. Please try again.
+            </span>
+          </template>
+          <span v-else>{{ message.content }}</span>
+        </div>
+        <lfx-chat-result 
+          v-if="message.type === 'sql-result' || message.type === 'pipe-result'" 
+          :message="message"
+          :version="resultVersion(message)" 
+          :is-selected="!!(selectedResultId && message.id === selectedResultId)"
+          @select="selectResult(message.id)"
+        />
+      </div>
+    </div>
+  </div>
+</template>
+<script setup lang="ts">
+import type { AIMessage } from '../../types/copilot.types';
+import LfxChatLabel from './chat-label.vue'
+import LfxChatResult from './chat-result.vue'
+
+const emit = defineEmits<{
+  (e: 'selectResult', id: string): void
+}>()
+
+const props = defineProps<{
+  message: AIMessage,
+  allResults: Array<AIMessage>,
+  selectedResultId: string | null
+}>()
+
+const resultVersion = (message: AIMessage) => {
+  if (message.type === 'sql-result' || message.type === 'pipe-result') {
+    const idx = props.allResults.findIndex(m => m.id === message.id);
+    return idx === -1 ? 1 : idx + 1;
+  }
+  return 1;
+}
+
+const selectResult = (id: string) => {
+  emit('selectResult', id)
+}
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotChatItem'
+}
+</script>
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/components/chat-history/result-label.vue b/frontend/app/components/shared/modules/copilot/components/chat-history/result-label.vue
new file mode 100644
index 00000000..944916c7
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/chat-history/result-label.vue
@@ -0,0 +1,27 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <span class="flex items-center gap-2 text-sm font-medium text-neutral-900">
+    <span 
+      class="rounded-full bg-neutral-200 px-1.5 py-0.5 text-xs font-semibold text-neutral-600"
+    >
+      {{ `V${version}` }}
+    </span>
+    {{ label }}
+  </span>
+</template>
+<script setup lang="ts">
+defineProps<{
+  version: number,
+  label: string
+}>()
+
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxChatResultLabel'
+}
+</script>
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/components/copilot-global.vue b/frontend/app/components/shared/modules/copilot/components/copilot-global.vue
new file mode 100644
index 00000000..123b73dc
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/copilot-global.vue
@@ -0,0 +1,42 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <lfx-copilot-widget-modal
+    v-if="isCopilotWidgetModalOpen"
+    v-model="isCopilotWidgetModalOpen"
+    :widget-name="copilotDefaults.widget"
+    @ask-copilot="handleAskCopilot"
+  />
+
+  <lfx-copilot-modal
+    v-if="isCopilotModalOpen"
+    v-model="isCopilotModalOpen"
+    :widget-name="copilotDefaults.widget"
+    @ask-copilot="handleAskCopilot"
+  />
+</template>
+
+<script lang="ts" setup>
+import {storeToRefs} from "pinia";
+import {useCopilotStore} from "~/components/shared/modules/copilot/store/copilot.store";
+import LfxCopilotWidgetModal from "~/components/shared/modules/copilot/components/copilot-widget-modal.vue";
+import LfxCopilotModal from "~/components/shared/modules/copilot/components/copilot-modal.vue";
+
+const {isCopilotWidgetModalOpen, isCopilotModalOpen, copilotDefaults } = storeToRefs(useCopilotStore())
+const {openCopilotModal} = useCopilotStore()
+
+const handleAskCopilot = (question: string) => {
+  openCopilotModal({
+    ...copilotDefaults.value,
+    question,
+  });
+}
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotGlobal',
+};
+</script> 
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/components/copilot-modal.vue b/frontend/app/components/shared/modules/copilot/components/copilot-modal.vue
new file mode 100644
index 00000000..9a880869
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/copilot-modal.vue
@@ -0,0 +1,91 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <lfx-modal
+    v-model="isModalOpen"
+    type="cover"
+    :show-close-button="true"
+    width="30"
+    content-class="!p-0 !overflow-hidden"
+  >
+    <div class="bg-white flex h-full">
+      <div class="w-1/3">
+        <lfx-copilot-sidebar
+          :widget-name="widgetName"
+          :selected-result-id="selectedResultId"
+          @update:data="handleDataUpdate"
+          @update:selected-result="handleSelectedResult"
+          @update:is-loading="handleIsLoading"
+        />
+      </div>
+      <div class="w-2/3 flex justify-stretch items-stretch">
+        <lfx-copilot-results-section
+          :results="resultData"
+          :selected-result-id="selectedResultId"
+          :is-loading="isLoading"
+          @update:selected-result="handleSelectedResult"
+        />
+      </div>
+    </div>
+  </lfx-modal>
+</template>
+
+<script setup lang="ts">
+import { computed, ref } from 'vue'
+import type { MessageData, ResultsHistory } from '../types/copilot.types'
+import LfxModal from '~/components/uikit/modal/modal.vue'
+import LfxCopilotSidebar from "~/components/shared/modules/copilot/components/copilot-sidebar.vue"
+import LfxCopilotResultsSection from "~/components/shared/modules/copilot/components/results/results-section.vue"
+
+const props = defineProps<{
+  modelValue: boolean
+  widgetName: string
+}>()
+
+const resultData = ref<ResultsHistory[]>([]);
+const selectedResultId = ref<string | null>(null);
+const isLoading = ref(false);
+
+const emit = defineEmits<{
+  'update:modelValue': [value: boolean]
+  'ask-copilot': [question: string]
+}>()
+
+const isModalOpen = computed({
+  get() {
+    return props.modelValue
+  },
+  set(value: boolean) {
+    emit('update:modelValue', value)
+  }
+})
+
+const handleDataUpdate = (id: string, data: MessageData[]) => {
+  resultData.value.push({
+    id,
+    data
+  });
+
+  // TODO: REMOVE THIS AFTER TESTING
+  if (selectedResultId.value === null) {
+    const withData = resultData.value.find(result => result.data.length > 0);
+    selectedResultId.value = withData?.id || null;
+  }
+}
+
+const handleSelectedResult = (id: string) => {
+  selectedResultId.value = id;
+}
+
+const handleIsLoading = (value: boolean) => {
+  isLoading.value = value;
+}
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotModal'
+}
+</script>
diff --git a/frontend/app/components/shared/modules/copilot/components/copilot-sidebar.vue b/frontend/app/components/shared/modules/copilot/components/copilot-sidebar.vue
new file mode 100644
index 00000000..3b55652f
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/copilot-sidebar.vue
@@ -0,0 +1,229 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div class="py-6 px-0 bg-gradient-to-t from-neutral-100 to-white h-full border-r border-neutral-200 flex flex-col">
+    <!-- Header -->
+    <div 
+      class="px-5 text-xl font-secondary font-bold leading-7 flex gap-3 text-neutral-900 items-center mb-6 flex-none"
+    >
+      <lfx-icon
+        name="sparkles"
+        :size="20"
+        class="text-brand-500"
+      />
+      Data Copilot
+    </div>
+
+    <!-- Main content: grows and scrolls -->
+    <div class="flex-1 min-h-0 overflow-y-auto overflow-x-hidden px-5">
+      <!-- Message history -->
+      <lfx-copilot-chat-history 
+        :messages="messages" 
+        :selected-result-id="selectedResultId" 
+        :is-loading="isLoading"
+        @select-result="selectResult"
+      />
+    </div>
+
+    <!-- Chat box -->
+    <div class="mt-6 flex-none px-5">
+      <form @submit="handleSubmit">
+        <div class="relative border border-solid border-neutral-200 rounded-xl bg-white">
+          <textarea
+            v-model="input"
+            placeholder="Ask a question..."
+            class="w-full p-4 bg-transparent
+              text-xs resize-none focus:outline-none"
+            rows="2"
+            style="word-break: break-word; white-space: pre-wrap;"
+            :disabled="isLoading"
+            @keydown.enter.prevent="handleSubmit"
+          />
+          <div class="flex justify-between pb-4 px-4 items-center">
+            <div class="flex gap-3 text-sm">
+              <span
+                class="text-xs text-neutral-500 flex gap-1 items-center bg-brand-100 
+                  rounded-full px-2.5 py-1"
+              >
+                <img
+                  :src="copilotDefaults.project?.logo"
+                  class="w-4 h-4"
+                  :alt="copilotDefaults.project?.name"
+                ></img> 
+                {{ copilotDefaults.project?.name }}
+              </span>
+              <span
+                class="text-xs text-neutral-900 flex gap-1 items-center bg-white 
+                  rounded-full px-2.5 py-1 border border-solid border-neutral-200"
+              >
+                <lfx-icon
+                  name="people-group"
+                  :size="12"
+                />
+                {{ widgetDisplayName }}
+              </span>
+            </div>
+            <lfx-icon-button
+              :disabled="!input.trim() || isLoading"
+              icon="arrow-up"
+              size="small"
+              type="primary"
+              @click="handleSubmit"
+            />
+          </div>
+        </div>
+      </form>
+    </div>
+  </div>
+</template>
+<script setup lang="ts">
+import { ref, watch, computed } from 'vue'
+import { storeToRefs } from 'pinia'
+import type { AIMessage, MessageData, MessageRole, MessageStatus } from '../types/copilot.types'
+import { copilotApiService } from '../store/copilot.api.service'
+// import { tempData } from '../store/copilot.api.service'
+import { useCopilotStore } from '../store/copilot.store'
+import LfxCopilotChatHistory from './chat-history/copilot-chat-history.vue'
+import LfxIcon from '~/components/uikit/icon/icon.vue'
+import LfxIconButton from '~/components/uikit/icon-button/icon-button.vue'
+import { lfxWidgets } from '~/components/modules/widget/config/widget.config'
+import type {Widget} from "~/components/modules/widget/types/widget";
+
+const props = defineProps<{
+  widgetName: string;
+  selectedResultId: string | null;
+}>()
+
+// Initialize state
+const input = ref('')
+const isLoading = ref(false)
+const streamingStatus = ref('')
+const error = ref('')
+const messages = ref<Array<AIMessage>>([]) // tempData as AIMessage
+const selectedResultId = computed<string | null>({
+  get: () => props.selectedResultId,
+  set: (value) => {
+    emit('update:selectedResult', value || '');
+  }
+})
+
+const widgetDisplayName = computed(() => {
+  const widget = lfxWidgets[props.widgetName as Widget];
+  return widget?.name || '';
+})
+
+const emit = defineEmits<{
+  (e: 'update:selectedResult', value: string): void;
+  (e: 'update:isLoading', value: boolean): void;
+  (e: 'update:error', value: string): void;
+  (e: 'update:data', id: string, value: MessageData[]): void;
+}>();
+
+const { copilotDefaults } = storeToRefs(useCopilotStore());
+
+// Handle form submission
+const handleSubmit = async (e?: Event) => {
+  e?.preventDefault()
+  
+  if (input.value.trim() && !isLoading.value) {
+    callChatApi(input.value.trim())
+  }
+}
+
+const callChatApi = async (userMessage: string) => {
+  isLoading.value = true
+  streamingStatus.value = 'Analyzing your question...'
+  error.value = ''
+  
+  // Add user message to chat
+  messages.value.push(
+    copilotApiService.generateTextMessage(userMessage, 'user' as MessageRole, 'complete' as MessageStatus)
+  )
+
+  scrollToEnd();
+  
+  input.value = ''
+  
+  try {
+    // TODO: update the params here
+    if (copilotDefaults.value.project) {
+      const response = await copilotApiService.callChatStream(
+        messages.value, 
+        copilotDefaults.value.project, 
+        copilotDefaults.value.widget, 
+        copilotDefaults.value.params)
+
+      // Handle the streaming response
+      await copilotApiService.handleStreamingResponse(response, messages.value, (status) => {
+        streamingStatus.value = status;
+      }, (message, index) => {
+        if (index === -1) {
+          messages.value.push(message);
+        } else {
+          messages.value[index] = message;
+        }
+
+        if (message.data) {
+          emit('update:data', message.id, message.data);
+          selectedResultId.value = message.id;
+        }
+
+        scrollToEnd();
+      }, () => {
+        isLoading.value = false;
+        streamingStatus.value = '';
+      });
+    }
+  } catch (err) {
+    console.error('Failed to send message:', err)
+    error.value = err instanceof Error ? err.message : 'Failed to send message'
+    messages.value.push(
+      copilotApiService.generateTextMessage(
+        'Sorry, there was an error processing your request.', 
+        'assistant' as MessageRole, 
+        'error' as MessageStatus)
+    )
+  } finally {
+    isLoading.value = false
+    streamingStatus.value = ''
+    console.log('!!messages', JSON.stringify(messages.value));
+  }
+}
+
+const scrollToEnd = () => {
+  setTimeout(() => {
+    const chatMessages = document.querySelector('.chat-messages > div:last-child');
+    chatMessages?.scrollIntoView({ behavior: 'smooth', block: 'end' });
+  }, 100);
+};
+
+const selectResult = (id: string) => {
+  selectedResultId.value = id;
+}
+
+// TODO: REMOVE THIS AFTER TESTING
+if (messages.value.length > 0) {
+  messages.value.forEach((msg) => {
+    emit('update:data', msg.id, msg.data || []);
+  })
+}
+
+watch(copilotDefaults, (newDefaults) => {
+  if (newDefaults.question) {
+    // TODO: enable this again after testing
+    callChatApi(newDefaults.question);
+  }
+}, { immediate: true });
+
+watch(isLoading, (newVal) => {
+  emit('update:isLoading', newVal);
+}, { immediate: true });
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotSidebar'
+}
+</script>
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/components/copilot-widget-modal.vue b/frontend/app/components/shared/modules/copilot/components/copilot-widget-modal.vue
new file mode 100644
index 00000000..5bc72d96
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/copilot-widget-modal.vue
@@ -0,0 +1,115 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <lfx-modal
+    v-model="isModalOpen"
+    type="floating"
+    :show-close-button="true"
+    width="30"
+    content-class="!p-0 !overflow-hidden"
+  >
+    <div class="bg-white">
+      <!-- Header with widget info -->
+      <div class="p-2 flex">
+        <div class="flex items-center gap-1 bg-neutral-600 px-3 py-1 rounded-full">
+          <lfx-icon
+            :name="widgetConfig.copilot?.icon || 'users'"
+            :size="12"
+            class="text-white"
+          />
+          <span class="text-xs font-semibold text-white">{{ widgetTitle }}</span>
+        </div>
+      </div>
+
+      <!-- Main content -->
+      <div class="px-2 pb-2 xl:w-[30rem] w-96">
+        <!-- Input field -->
+        <div class="mb-2">
+          <textarea
+            v-model="userQuestion"
+            :placeholder="`e.g. ${widgetConfig.copilot?.suggestions}`"
+            class="w-full p-3 bg-neutral-100 rounded-sm text-xs resize-none focus:outline-none"
+            rows="2"
+            style="word-break: break-word; white-space: pre-wrap;"
+            @keydown.enter="handleAskCopilot"
+          />
+        </div>
+
+        <!-- Suggestions section -->
+        <div class="flex justify-between">
+          <div class="flex items-center gap-1">
+            <lfx-icon
+              name="lightbulb"
+              :size="12"
+              class="text-neutral-500"
+            />
+            <span class="text-xs font-medium text-neutral-500">Suggestions</span>
+          </div>
+
+          <!-- Ask Copilot button -->
+          <div class="flex justify-end">
+            <lfx-button
+              :disabled="!userQuestion.trim()"
+              type="primary"
+              size="medium"
+              icon="fa fa-sparkles"
+              label="Ask Copilot"
+              @click="handleAskCopilot"
+            />
+          </div>
+        </div>
+      </div>
+    </div>
+  </lfx-modal>
+</template>
+
+<script setup lang="ts">
+import { ref, computed } from 'vue'
+import LfxModal from '~/components/uikit/modal/modal.vue'
+import LfxIcon from '~/components/uikit/icon/icon.vue'
+import LfxButton from '~/components/uikit/button/button.vue'
+import {lfxWidgets} from "~/components/modules/widget/config/widget.config"
+import type {Widget} from "~/components/modules/widget/types/widget"
+
+const props = defineProps<{
+  modelValue: boolean
+  widgetName: string
+}>()
+
+const emit = defineEmits<{
+  'update:modelValue': [value: boolean]
+  'ask-copilot': [question: string]
+}>()
+
+const userQuestion = ref('')
+
+const isModalOpen = computed({
+  get() {
+    return props.modelValue
+  },
+  set(value: boolean) {
+    emit('update:modelValue', value)
+  }
+})
+
+const widgetConfig = computed(() => lfxWidgets[props.widgetName as Widget])
+const widgetTitle = computed(() => widgetConfig.value?.name || 'Widget')
+
+const handleAskCopilot = () => {
+  if (userQuestion.value.trim()) {
+    emit('ask-copilot', userQuestion.value.trim())
+    // Close modal after asking
+    isModalOpen.value = false
+    // Reset input
+    userQuestion.value = ''
+  }
+}
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotWidgetModal'
+}
+</script>
diff --git a/frontend/app/components/shared/modules/copilot/components/results/chart-results.vue b/frontend/app/components/shared/modules/copilot/components/results/chart-results.vue
new file mode 100644
index 00000000..8324adc3
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/results/chart-results.vue
@@ -0,0 +1,87 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div
+    v-if="isLoading"
+    class="h-full"
+  >
+    <lfx-spinner />
+  </div>
+  <div
+    v-else-if="error"
+    class="h-full"
+  >
+    <div class="text-sm text-neutral-500">
+      {{ error }}
+    </div>
+  </div>
+  <div
+    v-else-if="chartConfig"
+    class="h-[330px]"
+  >
+    <lfx-chart :config="chartConfig" />
+  </div>
+</template>
+
+<script setup lang="ts">
+import { ref, watch } from 'vue';
+import type { MessageData } from '../../types/copilot.types';
+import { copilotApiService } from '../../store/copilot.api.service';
+import type { Config } from '~~/lib/chat/chart/types';
+import defaultOption from '~/components/uikit/chart/configs/defaults.chart';
+import LfxChart from '~/components/uikit/chart/chart.vue';
+
+const props = defineProps<{
+  data: MessageData[] | null
+}>()
+
+const isLoading = ref(false);
+const error = ref(null);
+const chartConfig = ref<Config | null>(null);
+
+const generateChart = async () => {
+  if (!props.data) {
+    return;
+  }
+
+  isLoading.value = true;
+  
+  const response = await copilotApiService.callChartApi(props.data);
+  const data = await response.json();
+  
+  if (data.config && data.success) {
+    chartConfig.value = data.config;// patchChartData(data.config);
+  } else {
+    error.value = data.error || 'Failed to generate chart';
+  }
+  isLoading.value = false;
+}
+
+const patchChartData = (config: Config) => {
+  const series = config.series.map((s: any) => {
+    return {
+      ...s,
+      data: props.data?.map((d: any) => d[s.name]),
+    }
+  })
+  return { ...config, series };
+}
+
+watch(() => props.data, () => {
+  if (props.data) {
+    generateChart();
+  } else {
+    chartConfig.value = null;
+  }
+}, { immediate: true });
+
+
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotTableResults'
+}
+</script>
diff --git a/frontend/app/components/shared/modules/copilot/components/results/results-header.vue b/frontend/app/components/shared/modules/copilot/components/results/results-header.vue
new file mode 100644
index 00000000..ff265239
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/results/results-header.vue
@@ -0,0 +1,75 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div class="flex justify-between w-full mb-8">
+    <lfx-dropdown-select
+      v-model="selectedId"
+      class="!w-auto min-w-[200px]"
+      :match-width="true"
+    >
+      <template #trigger="{ selectedOption }">
+        <lfx-dropdown-selector
+          type="filled"
+          class="!w-auto flex justify-between"
+        >
+          <lfx-chat-result-label
+            :version="Number(selectedOption.label)"
+            label="Result"
+          />
+        </lfx-dropdown-selector>
+      </template>
+
+      <lfx-dropdown-item
+        v-for="(option, index) of props.results"
+        :key="option.id"
+        :value="option.id"
+        :label="getVersion(option.id)"
+      >
+        <lfx-chat-result-label
+          :version="index + 1"
+          label="Result"
+        />
+      </lfx-dropdown-item>
+
+    </lfx-dropdown-select>
+  </div>
+</template>
+  
+<script setup lang="ts">
+import { computed } from 'vue';
+import type { ResultsHistory } from '../../types/copilot.types';
+import LfxChatResultLabel from '../chat-history/result-label.vue'
+import LfxDropdownSelector from "~/components/uikit/dropdown/dropdown-selector.vue";
+import LfxDropdownItem from "~/components/uikit/dropdown/dropdown-item.vue";
+import LfxDropdownSelect from "~/components/uikit/dropdown/dropdown-select.vue";
+
+const emit = defineEmits<{
+  (e: 'update:selectedResult', value: string): void;
+}>();
+
+const props = defineProps<{
+  results: ResultsHistory[];
+  selectedResultId: string | null;
+}>()
+
+const selectedId = computed<string>({
+  get: () => props.selectedResultId || '',
+  set: (value) => {
+    emit('update:selectedResult', value || '');
+  }
+})
+
+const getVersion = (id: string) => {
+  const idx = props.results.findIndex(r => String(r.id) === String(id));
+
+  return `${idx + 1}`; 
+}
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotResultsHeader'
+}
+</script>
diff --git a/frontend/app/components/shared/modules/copilot/components/results/results-section.vue b/frontend/app/components/shared/modules/copilot/components/results/results-section.vue
new file mode 100644
index 00000000..09d374de
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/results/results-section.vue
@@ -0,0 +1,110 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div class="w-full h-full min-h-0 flex flex-col">
+    <div
+      v-if="isLoading"
+      class="flex items-center justify-center h-[240px]"
+    >
+      <lfx-spinner />
+    </div>
+    <template v-else>
+      <div
+        v-if="selectedResultData && selectedResultData.length > 0 && !isLoading"
+        class="py-4 px-6 w-full h-full min-h-0 flex flex-col"
+      >
+        <div>
+          <lfx-copilot-results-header
+            :results="resultsWithData"
+            :selected-result-id="selectedId"
+            @update:selected-result="selectedId = $event"
+          />
+        </div>
+        <div class="border border-neutral-200 rounded-lg p-4 w-full h-full min-h-0 flex flex-col">
+          <lfx-copilot-results-toggle
+            :model-value="selectedTab"
+            :data="selectedResultData"
+            @update:model-value="selectedTab = $event"
+          />
+          <div
+            v-if="selectedTab === 'data'"
+            class="w-full h-full min-h-0 flex flex-col overflow-auto"
+          >
+            <lfx-copilot-table-results
+              :data="selectedResultData"
+            />
+          </div>
+          <div
+            v-else
+            class="w-full h-full min-h-0 flex flex-col overflow-auto"
+          >
+            <lfx-copilot-chart-results
+              :data="selectedResultData"
+            />
+          </div>
+        </div>
+      </div>
+      <div
+        v-else
+        class="flex flex-col items-center justify-center h-[240px]"
+      >
+        <lfx-icon
+          name="eyes"
+          :size="40"
+          class="text-neutral-300"
+        />
+        <p class="text-sm text-neutral-500 mt-5">
+          No data available
+        </p>
+      </div>
+    </template>
+  </div>
+</template>
+
+<script setup lang="ts">
+import { computed, ref } from 'vue';
+import type { ResultsHistory } from '../../types/copilot.types';
+import LfxCopilotTableResults from './table-results.vue';
+import LfxCopilotResultsHeader from './results-header.vue';
+import LfxCopilotResultsToggle from './results-toggle.vue';
+import LfxCopilotChartResults from './chart-results.vue';
+import LfxIcon from '~/components/uikit/icon/icon.vue';
+import LfxSpinner from '~/components/uikit/spinner/spinner.vue';
+
+const emit = defineEmits<{
+  (e: 'update:selectedResult', value: string): void;
+}>();
+
+const props = defineProps<{
+  results: ResultsHistory[];
+  selectedResultId: string | null;
+  isLoading: boolean;
+}>()
+
+const selectedId = computed<string | null>({
+  get: () => props.selectedResultId,
+  set: (value) => {
+    emit('update:selectedResult', value || '');
+  }
+})
+const selectedTab = ref('data');
+
+const resultsWithData = computed(() => {
+  return props.results.filter(result => result.data.length > 0);
+})
+
+const selectedResultData = computed(() => {
+  return props.results.find(result => result.id === selectedId.value)?.data || null;
+})
+
+
+
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotResultsSection'
+}
+</script>
diff --git a/frontend/app/components/shared/modules/copilot/components/results/results-toggle.vue b/frontend/app/components/shared/modules/copilot/components/results/results-toggle.vue
new file mode 100644
index 00000000..bf5fb528
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/results/results-toggle.vue
@@ -0,0 +1,101 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <div class="flex justify-between pb-4 mb-4 border-b border-neutral-200">
+    <div class="flex-row gap-3 flex">
+      <button
+        v-for="tab in resultsTabs"
+        :key="tab.value"
+        type="button"
+        class="c-menu-button c-menu-button--dark"
+        :class="{
+          'is-active': modelValue === tab.value,
+        }"
+        @click="emit('update:modelValue', tab.value)"
+      >
+        <lfx-icon
+          :name="tab.icon"
+          :size="14"
+        />
+        {{ tab.label }}
+      </button>
+    </div>
+
+    <lfx-button
+      type="tertiary"
+      button-style="pill"
+      @click="exportData()"
+    >
+      <lfx-icon :name="modelValue === 'chart' ? 'screenshot' : 'arrow-down-to-line'" />
+      {{ modelValue === 'chart' ? 'Snapshot' : 'Export CSV' }}
+    </lfx-button>
+  </div>
+</template>
+
+<script setup lang="ts">
+import type { MessageData } from '../../types/copilot.types';
+import LfxIcon from '~/components/uikit/icon/icon.vue';
+import LfxButton from '~/components/uikit/button/button.vue';
+
+const emit = defineEmits<{
+  (e: 'update:modelValue', value: string): void;
+}>();
+
+const props = defineProps<{
+  modelValue: string;
+  data: MessageData[];
+}>()
+
+const resultsTabs = [
+  { label: 'Chart', value: 'chart', icon: 'chart-column' },
+  { label: 'Data', value: 'data', icon: 'table-layout' },
+];
+
+const exportData = () => {
+  if (props.modelValue === 'data') {
+    exportCsv();
+  } else {
+    // call screenshot function
+  }
+}
+
+const exportCsv = () => {
+  if (!props.data || props.data.length === 0) {
+    return;
+  }
+  const keys = Object.keys(props.data[0] || {});
+  const csvRows = [
+    keys.join(','), // header row
+    ...props.data.map(row =>
+      keys.map(key => {
+        const val = row[key];
+        // Escape double quotes by doubling them, wrap in quotes if needed
+        const escaped = typeof val === 'string'
+          ? `"${val.replace(/"/g, '""')}"`
+          : (val !== undefined && val !== null ? val : '');
+        return escaped;
+      }).join(',')
+    )
+  ];
+  const csvContent = csvRows.join('\r\n');
+  // Create a Blob and trigger download
+  const blob = new Blob([csvContent], { type: 'text/csv;charset=utf-8;' });
+  const url = URL.createObjectURL(blob);
+  const link = document.createElement('a');
+  link.href = url;
+  link.setAttribute('download', 'copilot-data.csv');
+  document.body.appendChild(link);
+  link.click();
+  document.body.removeChild(link);
+  URL.revokeObjectURL(url);
+}
+
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotResultsToggle'
+}
+</script>
diff --git a/frontend/app/components/shared/modules/copilot/components/results/table-results.vue b/frontend/app/components/shared/modules/copilot/components/results/table-results.vue
new file mode 100644
index 00000000..2a295d5c
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/components/results/table-results.vue
@@ -0,0 +1,58 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+<template>
+  <table class="min-w-full text-xs">
+    <thead class="border-y border-neutral-200">
+      <tr class="">
+        <th
+          v-for="(col, colIdx) in Object.keys(data![0] || {})"
+          :key="colIdx"
+          class="px-3 py-4 text-left font-medium text-neutral-500"
+        >
+          {{ normalizedColumnHeader(col) }}
+        </th>
+      </tr>
+    </thead>
+    <tbody>
+      <tr
+        v-for="(row, rowIdx) in data"
+        :key="rowIdx"
+        class="hover:bg-neutral-50"
+      >
+        <td
+          v-for="(col, colIdx) in Object.keys(data![0] || {})"
+          :key="colIdx"
+          class="px-3 py-4"
+        >
+          {{ row[col] }}
+        </td>
+      </tr>
+    </tbody>
+  </table>
+</template>
+
+<script setup lang="ts">
+import type { MessageData } from '../../types/copilot.types';
+
+defineProps<{
+  data: MessageData[] | null
+}>()
+
+const normalizedColumnHeader = (header: string) => {
+  // Replace underscores and camelCase with spaces, then capitalize only the first character
+  const formatted = header
+    .replace(/([a-z])([A-Z])/g, '$1 $2') // camelCase to space
+    .replace(/_/g, ' ') // snake_case to space
+    .replace(/\s+/g, ' ') // collapse multiple spaces
+    .trim();
+  return formatted.charAt(0).toUpperCase() + formatted.slice(1);
+}
+</script>
+
+<script lang="ts">
+export default {
+  name: 'LfxCopilotTableResults'
+}
+</script>
diff --git a/frontend/app/components/shared/modules/copilot/index.ts b/frontend/app/components/shared/modules/copilot/index.ts
new file mode 100644
index 00000000..b9f8cc32
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/index.ts
@@ -0,0 +1,4 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+
+export { default as LfxCopilotModal } from './components/copilot-modal.vue' 
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/store/copilot.api.service.ts b/frontend/app/components/shared/modules/copilot/store/copilot.api.service.ts
new file mode 100644
index 00000000..63789275
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/store/copilot.api.service.ts
@@ -0,0 +1,261 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+
+import type { AIMessage, MessageData, MessagePartType, MessageRole, MessageStatus } from "../types/copilot.types"
+import type { CopilotParams } from '../types/copilot.types'
+// import testData from './test.json'
+import testData3 from './test3.json'
+import type { Project } from '~~/types/project'
+
+export const tempData = testData3 as AIMessage[];
+class CopilotApiService {
+  // Generate unique ID for messages
+  generateId = () => Date.now().toString(36) + Math.random().toString(36).substr(2);
+
+  generateTextMessage = (message: string, role: MessageRole, status: MessageStatus) => {
+    const userMessageId = this.generateId();
+     
+    return {
+      id: userMessageId,
+      role,
+      type: 'text' as MessagePartType,
+      status,
+      content: message,
+      timestamp: Date.now()
+    }
+  }
+
+  async callChatStream(
+    messages: Array<AIMessage>, 
+    project: Project, 
+    pipe: string, 
+    parameters?: CopilotParams): Promise<Response> {
+    // Prepare the request body with the correct format
+    const requestBody = {
+      messages: messages.map(m => ({
+        role: m.role,
+        content: m.content
+      })),
+      pipe,
+      segmentId: project?.id,
+      projectName: project?.name,
+      parameters
+    }
+
+    // Send streaming request
+    const response = await fetch('/api/chat/stream', {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/json'
+      },
+      body: JSON.stringify(requestBody)
+    })
+
+    if (!response.ok) {
+      throw new Error(`HTTP error! status: ${response.status}`)
+    }
+
+    return response;
+  }
+
+  async callChartApi(
+    sampleData: MessageData[]): Promise<Response> {
+    // Prepare the request body with the correct format
+    const requestBody = {
+      results: sampleData,
+      userQuery: 'Generate a chart for this data',
+    }
+
+    // Send streaming request
+    const response = await fetch('/api/chat/chart', {
+      method: 'POST',
+      headers: {
+        'Content-Type': 'application/json'
+      },
+      body: JSON.stringify(requestBody)
+    })
+
+    if (!response.ok) {
+      throw new Error(`HTTP error! status: ${response.status}`)
+    }
+
+    return response;
+  }
+  
+  async handleStreamingResponse(
+    response: Response, 
+    messages: Array<AIMessage>,
+    statusCallBack: (status: string) => void,
+    messageCallBack: (message: AIMessage, index: number) => void,
+    completionCallBack: () => void
+  ) {
+    const reader = response.body?.getReader()
+    const decoder = new TextDecoder()
+    
+    if (!reader) {
+      throw new Error('No reader available')
+    }
+
+    let assistantContent = ''
+    let assistantMessageId: string | null = null
+    
+    try {
+      while (true) {
+        const { done, value } = await reader.read()
+        
+        if (done) {
+          break
+        }
+        
+        const chunk = decoder.decode(value, { stream: true })
+        const lines = chunk.split('\n')
+        
+        for (const line of lines) {
+          if (line.trim() === '') continue
+          
+          try {
+            // Parse AI SDK data stream format: "prefix:data"
+            const colonIndex = line.indexOf(':')
+            if (colonIndex === -1) continue
+            
+            const prefix = line.slice(0, colonIndex)
+            const dataString = line.slice(colonIndex + 1)
+            
+            if (!dataString.trim()) continue
+            
+            // Handle different stream prefixes
+            if (prefix === '2') {
+              assistantMessageId = null;
+              // Custom data events from your backend (like router-status)
+              const dataArray = JSON.parse(dataString)
+              for (const data of dataArray) {
+                const statusText = this.getStatusText(data.type, data.status, data.reasoning, data.error);
+
+                statusCallBack(statusText);
+
+                if(data.type === 'router-status' && (data.status === 'complete' || data.status === 'error')) {
+                  if (!assistantMessageId) {
+                    assistantMessageId = this.generateId();
+                  
+                    messageCallBack({
+                      id: assistantMessageId,
+                      role: 'assistant',
+                      type: 'router-status',
+                      status: data.status,
+                      content: data.reasoning,
+                      timestamp: Date.now()
+                    }, -1);
+                  }
+                }
+                
+                if (data.type === 'sql-result' || data.type === 'pipe-result') {            
+                  if (data.type === 'pipe-result') {
+                    statusCallBack('Tool execution completed');
+                  }
+
+                  // Create assistant message if it doesn't exist yet
+                  if (!assistantMessageId) {
+                    assistantMessageId = this.generateId();
+                    messageCallBack({
+                      id: assistantMessageId,
+                      role: 'assistant',
+                      type: data.type,
+                      status: data.status,
+                      sql: data.sql, 
+                      data: data.data,
+                      content: '',
+                      timestamp: Date.now()
+                    }, -1);
+                  }
+                  
+                  const content = data.type === 'sql-result' ? data.explanation : `Tools Used\n${data.tools.join(', ')}\n`;
+                  
+                  const messageIndex = messages.findIndex(m => m.id === assistantMessageId)
+                  if (messageIndex !== -1 && messages[messageIndex]) {
+                    messageCallBack({
+                      ...messages[messageIndex], 
+                      content, 
+                      sql: data.sql, 
+                      data: data.data,
+                      timestamp: Date.now()
+                    }, messageIndex);
+                  }
+                } 
+              }
+            } else if (prefix === '0') {
+              // Text delta from streamText (streaming text content)
+              const textDelta = JSON.parse(dataString)
+              
+              // Create assistant message if it doesn't exist yet
+              if (!assistantMessageId) {
+                assistantMessageId = this.generateId()
+                messageCallBack({
+                  id: assistantMessageId,
+                  role: 'assistant',
+                  type: 'text',
+                  status: 'analyzing',
+                  content: '',
+                  timestamp: Date.now()
+                }, -1);
+              }
+              
+              // Accumulate the streaming text
+              assistantContent += textDelta
+              
+              // Update the assistant message in real-time
+              const messageIndex = messages.findIndex(m => m.id === assistantMessageId)
+              if (messageIndex !== -1 && messages[messageIndex]) {
+                messageCallBack({...messages[messageIndex], content: assistantContent}, messageIndex);
+              }
+            // } else if (prefix === 'f') {
+            //   // Final message metadata (message ID, etc.)
+            //   const metadata = JSON.parse(dataString)
+            //   console.log('Message metadata:', metadata)
+            } else if (prefix === 'e') {
+              // Stream end with completion info
+              // const endData = JSON.parse(dataString)
+              // console.log('Stream completed:', endData)
+              statusCallBack('');
+            // } else if (prefix === 'd') {
+            //   // Final completion data
+            //   const completionData = JSON.parse(dataString)
+            //   console.log('Completion data:', completionData)
+            }
+          } catch (e) {
+            console.warn('Failed to parse streaming line:', line, e)
+          }
+        }
+      }
+    } finally {
+      reader.releaseLock()
+      completionCallBack();
+    }
+  }
+
+  getStatusText(type: string, status: string, reasoning: string, error: string): string {
+    switch (type) {
+      case 'router-status':
+        return this.getStatusTextRouterStatus(status, reasoning, error)
+      case 'sql-result':
+        return 'SQL query executed successfully';
+      case 'pipe-result':
+        return 'Tool execution completed';
+      default:
+        return '';
+    }
+  }
+
+  getStatusTextRouterStatus(status: string, reasoning: string, error: string): string {
+    switch (status) {
+      case 'analyzing':
+        return 'Analyzing your question...';
+      case 'complete':
+        return reasoning ? `Analysis: ${reasoning}` : 'Analysis complete';
+      default:
+        return `Error: ${error || 'An error occurred'}`;
+    }
+  }
+}
+
+export const copilotApiService = new CopilotApiService();
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/store/copilot.store.ts b/frontend/app/components/shared/modules/copilot/store/copilot.store.ts
new file mode 100644
index 00000000..4e8a84d9
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/store/copilot.store.ts
@@ -0,0 +1,36 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import {defineStore} from 'pinia';
+import {ref} from 'vue';
+import type { CopilotData } from '../types/copilot.types';
+import { Widget } from '~/components/modules/widget/types/widget';
+
+const defaultData: CopilotData = {
+    widget: Widget.ACTIVE_CONTRIBUTORS,
+    icon: 'sparkles',
+    suggestions: '',
+}
+
+export const useCopilotStore = defineStore('copilot', () => {
+    const isCopilotModalOpen = ref(false);
+    const isCopilotWidgetModalOpen = ref(false);
+    const copilotDefaults = ref<CopilotData>(defaultData);
+
+
+    const openCopilotModal = (defaults: CopilotData = defaultData) => {
+        copilotDefaults.value = defaults;
+        isCopilotModalOpen.value = true;
+    };
+    const openCopilotWidgetModal = (defaults: CopilotData = defaultData) => {
+        copilotDefaults.value = defaults;
+        isCopilotWidgetModalOpen.value = true;
+    };
+
+    return {
+        isCopilotModalOpen,
+        isCopilotWidgetModalOpen,
+        copilotDefaults,
+        openCopilotModal,
+        openCopilotWidgetModal,
+    };
+});
diff --git a/frontend/app/components/shared/modules/copilot/store/test.json b/frontend/app/components/shared/modules/copilot/store/test.json
new file mode 100644
index 00000000..6ef86965
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/store/test.json
@@ -0,0 +1,60 @@
+[
+  {
+    "id": "me2kfiwi0izfbw1epv7h",
+    "role": "user",
+    "type": "text",
+    "status": "complete",
+    "content": "Who are the top 3 contributors?",
+    "timestamp": 1754641811826
+  },
+  {
+    "id": "me2kfxz22tj6e3jpky9",
+    "role": "assistant",
+    "type": "router-status",
+    "status": "complete",
+    "content": "I'll create a query to identify the top 3 contributors by activity count for the Kubernetes project. The activityRelations_deduplicated_cleaned_ds table contains the necessary fields (memberId, username, segmentId) to rank contributors by their contribution activity.",
+    "timestamp": 1754641831358
+  },
+  {
+    "id": "me2kg525frdy8woetmu",
+    "role": "assistant",
+    "type": "sql-result",
+    "content": "This query finds the top 3 contributors by counting all activities per username in the activityRelations_deduplicated_cleaned_ds table, filtered by the segment ID for Kubernetes project and the specified date range, then ordering by activity count in descending order.",
+    "timestamp": 1754641840541,
+    "sql": "SELECT \n    username,\n    COUNT(*) as activity_count\nFROM activityRelations_deduplicated_cleaned_ds\nWHERE \n    segmentId = 'd3e1742e-253b-4a16-af63-b50e15a5e505'\n    AND timestamp >= '2024-07-23 00:00:00'\n    AND timestamp <= '2025-07-23 23:59:59'\n    AND username IS NOT NULL\n    AND username != ''\nGROUP BY username\nORDER BY activity_count DESC\nLIMIT 3",
+    "data": [
+      { "username": "k8s-ci-robot", "activity_count": 96909 },
+      { "username": "dims", "activity_count": 4081 },
+      { "username": "liggitt", "activity_count": 3976 }
+    ]
+  },
+  {
+    "id": "me2kgkyrpqpvry4bfy",
+    "role": "user",
+    "type": "text",
+    "status": "complete",
+    "content": "Can you remove the username k8s-ci-robot",
+    "timestamp": 1754641861155
+  },
+  {
+    "id": "me2kgu1jihu6j0vivys",
+    "role": "assistant",
+    "type": "router-status",
+    "status": "complete",
+    "content": "I'll create a query to find the top 3 contributors excluding the k8s-ci-robot username from the results.",
+    "timestamp": 1754641872919
+  },
+  {
+    "id": "me2kgzzcd3pr7aa9m9p",
+    "role": "assistant",
+    "type": "sql-result",
+    "content": "This query finds the top 3 contributors by counting all activities per username in the Kubernetes project, excluding 'k8s-ci-robot' using a NOT EQUAL filter, and ordering by activity count in descending order within the specified date range.",
+    "timestamp": 1754641880616,
+    "sql": "SELECT username, COUNT(*) as activity_count FROM activityRelations_deduplicated_cleaned_ds WHERE segmentId = 'd3e1742e-253b-4a16-af63-b50e15a5e505' AND timestamp >= '2024-07-23 23:59:59' AND timestamp <= '2025-07-23 23:59:59' AND username != 'k8s-ci-robot' GROUP BY username ORDER BY activity_count DESC LIMIT 3",
+    "data": [
+      { "username": "dependabot[bot]", "activity_count": 25033 },
+      { "username": "k8s-infra-cherrypick-robot", "activity_count": 20076 },
+      { "username": "dims", "activity_count": 6418 }
+    ]
+  }
+]
diff --git a/frontend/app/components/shared/modules/copilot/store/test2.json b/frontend/app/components/shared/modules/copilot/store/test2.json
new file mode 100644
index 00000000..b3e6fed6
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/store/test2.json
@@ -0,0 +1,378 @@
+[
+  {
+    "id": "me8389ggz916xpsvo6",
+    "role": "user",
+    "type": "text",
+    "status": "complete",
+    "content": "Give me the top 5 contributors per month",
+    "timestamp": 1754975716576
+  },
+  {
+    "id": "me838imbz4vxu7ph2pk",
+    "role": "assistant",
+    "type": "router-status",
+    "status": "complete",
+    "content": "I need to create a custom SQL query to get the top 5 contributors per month for the Kubernetes project. The activityRelations_deduplicated_cleaned_ds table contains the necessary fields (memberId, username, timestamp, segmentId) to identify contributors and their monthly activity counts.",
+    "timestamp": 1754975728451
+  },
+  {
+    "id": "me83956x7nn0juea848",
+    "role": "assistant",
+    "type": "sql-result",
+    "content": "This query uses a CTE approach to first aggregate activity counts by month and username, then ranks contributors within each month by activity count (descending) and selects the top 5 for each month. The results are ordered chronologically by month and then by activity count within each month.",
+    "timestamp": 1754975757706,
+    "sql": "WITH monthly_activity AS (\n  SELECT \n    toStartOfMonth(timestamp) as month,\n    username,\n    count(*) as activity_count\n  FROM activityRelations_deduplicated_cleaned_ds\n  WHERE segmentId = 'd3e1742e-253b-4a16-af63-b50e15a5e505'\n    AND timestamp >= '2024-08-01'\n    AND timestamp <= '2025-08-31'\n    AND username IS NOT NULL\n    AND username != ''\n  GROUP BY month, username\n),\nranked_contributors AS (\n  SELECT \n    month,\n    username,\n    activity_count,\n    row_number() OVER (PARTITION BY month ORDER BY activity_count DESC, username) as rank\n  FROM monthly_activity\n)\nSELECT \n  month,\n  username,\n  activity_count\nFROM ranked_contributors\nWHERE rank <= 5\nORDER BY month ASC, activity_count DESC\nLIMIT 1000",
+    "data": [
+      {
+        "month": "2024-08-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 68772
+      },
+      {
+        "month": "2024-08-01",
+        "username": "cncf-infra",
+        "activity_count": 2236
+      },
+      {
+        "month": "2024-08-01",
+        "username": "dims",
+        "activity_count": 2041
+      },
+      {
+        "month": "2024-08-01",
+        "username": "pacoxu",
+        "activity_count": 1938
+      },
+      {
+        "month": "2024-08-01",
+        "username": "sttts",
+        "activity_count": 1845
+      },
+      {
+        "month": "2024-09-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 70063
+      },
+      {
+        "month": "2024-09-01",
+        "username": "dims",
+        "activity_count": 2644
+      },
+      {
+        "month": "2024-09-01",
+        "username": "liggitt",
+        "activity_count": 2281
+      },
+      {
+        "month": "2024-09-01",
+        "username": "cncf-infra",
+        "activity_count": 2142
+      },
+      {
+        "month": "2024-09-01",
+        "username": "pacoxu",
+        "activity_count": 1839
+      },
+      {
+        "month": "2024-10-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 69554
+      },
+      {
+        "month": "2024-10-01",
+        "username": "dims",
+        "activity_count": 2755
+      },
+      {
+        "month": "2024-10-01",
+        "username": "cncf-infra",
+        "activity_count": 2135
+      },
+      {
+        "month": "2024-10-01",
+        "username": "liggitt",
+        "activity_count": 1905
+      },
+      {
+        "month": "2024-10-01",
+        "username": "neolit123",
+        "activity_count": 1859
+      },
+      {
+        "month": "2024-11-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 68651
+      },
+      {
+        "month": "2024-11-01",
+        "username": "dims",
+        "activity_count": 2728
+      },
+      {
+        "month": "2024-11-01",
+        "username": "cncf-infra",
+        "activity_count": 2100
+      },
+      {
+        "month": "2024-11-01",
+        "username": "liggitt",
+        "activity_count": 1949
+      },
+      {
+        "month": "2024-11-01",
+        "username": "SataQiu",
+        "activity_count": 1754
+      },
+      {
+        "month": "2024-12-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 64549
+      },
+      {
+        "month": "2024-12-01",
+        "username": "dims",
+        "activity_count": 2464
+      },
+      {
+        "month": "2024-12-01",
+        "username": "cncf-infra",
+        "activity_count": 1932
+      },
+      {
+        "month": "2024-12-01",
+        "username": "neolit123",
+        "activity_count": 1756
+      },
+      {
+        "month": "2024-12-01",
+        "username": "liggitt",
+        "activity_count": 1682
+      },
+      {
+        "month": "2025-01-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 68080
+      },
+      {
+        "month": "2025-01-01",
+        "username": "dims",
+        "activity_count": 2498
+      },
+      {
+        "month": "2025-01-01",
+        "username": "cncf-infra",
+        "activity_count": 2086
+      },
+      {
+        "month": "2025-01-01",
+        "username": "liggitt",
+        "activity_count": 2023
+      },
+      {
+        "month": "2025-01-01",
+        "username": "neolit123",
+        "activity_count": 1877
+      },
+      {
+        "month": "2025-02-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 62336
+      },
+      {
+        "month": "2025-02-01",
+        "username": "dims",
+        "activity_count": 2295
+      },
+      {
+        "month": "2025-02-01",
+        "username": "cncf-infra",
+        "activity_count": 1827
+      },
+      {
+        "month": "2025-02-01",
+        "username": "liggitt",
+        "activity_count": 1797
+      },
+      {
+        "month": "2025-02-01",
+        "username": "neolit123",
+        "activity_count": 1731
+      },
+      {
+        "month": "2025-03-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 71209
+      },
+      {
+        "month": "2025-03-01",
+        "username": "dims",
+        "activity_count": 2544
+      },
+      {
+        "month": "2025-03-01",
+        "username": "cncf-infra",
+        "activity_count": 2185
+      },
+      {
+        "month": "2025-03-01",
+        "username": "liggitt",
+        "activity_count": 2104
+      },
+      {
+        "month": "2025-03-01",
+        "username": "neolit123",
+        "activity_count": 1936
+      },
+      {
+        "month": "2025-04-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 68869
+      },
+      {
+        "month": "2025-04-01",
+        "username": "dims",
+        "activity_count": 2498
+      },
+      {
+        "month": "2025-04-01",
+        "username": "cncf-infra",
+        "activity_count": 2144
+      },
+      {
+        "month": "2025-04-01",
+        "username": "liggitt",
+        "activity_count": 2021
+      },
+      {
+        "month": "2025-04-01",
+        "username": "neolit123",
+        "activity_count": 1869
+      },
+      {
+        "month": "2025-05-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 71207
+      },
+      {
+        "month": "2025-05-01",
+        "username": "dims",
+        "activity_count": 2559
+      },
+      {
+        "month": "2025-05-01",
+        "username": "cncf-infra",
+        "activity_count": 2137
+      },
+      {
+        "month": "2025-05-01",
+        "username": "liggitt",
+        "activity_count": 2083
+      },
+      {
+        "month": "2025-05-01",
+        "username": "neolit123",
+        "activity_count": 1909
+      },
+      {
+        "month": "2025-06-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 68669
+      },
+      {
+        "month": "2025-06-01",
+        "username": "dims",
+        "activity_count": 2442
+      },
+      {
+        "month": "2025-06-01",
+        "username": "cncf-infra",
+        "activity_count": 2086
+      },
+      {
+        "month": "2025-06-01",
+        "username": "liggitt",
+        "activity_count": 2013
+      },
+      {
+        "month": "2025-06-01",
+        "username": "neolit123",
+        "activity_count": 1847
+      },
+      {
+        "month": "2025-07-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 71036
+      },
+      {
+        "month": "2025-07-01",
+        "username": "dims",
+        "activity_count": 2563
+      },
+      {
+        "month": "2025-07-01",
+        "username": "cncf-infra",
+        "activity_count": 2126
+      },
+      {
+        "month": "2025-07-01",
+        "username": "liggitt",
+        "activity_count": 2036
+      },
+      {
+        "month": "2025-07-01",
+        "username": "neolit123",
+        "activity_count": 1943
+      },
+      {
+        "month": "2025-08-01",
+        "username": "k8s-ci-robot",
+        "activity_count": 28103
+      },
+      {
+        "month": "2025-08-01",
+        "username": "dims",
+        "activity_count": 1012
+      },
+      {
+        "month": "2025-08-01",
+        "username": "cncf-infra",
+        "activity_count": 842
+      },
+      {
+        "month": "2025-08-01",
+        "username": "liggitt",
+        "activity_count": 806
+      },
+      {
+        "month": "2025-08-01",
+        "username": "neolit123",
+        "activity_count": 770
+      }
+    ]
+  },
+  {
+    "id": "me839okxadzt6lzxc6s",
+    "role": "user",
+    "type": "text",
+    "status": "complete",
+    "content": "Can you remove the username k8s-ci-robot",
+    "timestamp": 1754975782833
+  },
+  {
+    "id": "me839wxzwyeobmbjs7i",
+    "role": "assistant",
+    "type": "router-status",
+    "status": "complete",
+    "content": "I'll create a query to get the top 5 contributors per month for the Kubernetes project, excluding the k8s-ci-robot username from the results.",
+    "timestamp": 1754975793671
+  },
+  {
+    "id": "me83ag5u0o263m4vjlqk",
+    "role": "assistant",
+    "type": "sql-result",
+    "content": "This query excludes the 'k8s-ci-robot' username by adding a WHERE clause filter (username != 'k8s-ci-robot'). It aggregates activity counts by month and username, ranks contributors within each month by activity volume, and returns the top 5 contributors per month from August 2024 to August 2025 for the Kubernetes project.",
+    "timestamp": 1754975818579,
+    "sql": "WITH monthly_contributors AS (\n  SELECT \n    toStartOfMonth(timestamp) as month,\n    username,\n    count() as activity_count\n  FROM activityRelations_deduplicated_cleaned_ds\n  WHERE segmentId = 'd3e1742e-253b-4a16-af63-b50e15a5e505'\n    AND timestamp >= '2024-08-01 00:00:00'\n    AND timestamp < '2025-09-01 00:00:00'\n    AND username != 'k8s-ci-robot'\n  GROUP BY month, username\n),\nranked_contributors AS (\n  SELECT \n    month,\n    username,\n    activity_count,\n    row_number() OVER (PARTITION BY month ORDER BY activity_count DESC) as rank\n  FROM monthly_contributors\n)\nSELECT \n  month,\n  username,\n  activity_count,\n  rank\nFROM ranked_contributors\nWHERE rank <= 5\nORDER BY month ASC, rank ASC\nLIMIT 100",
+    "data": "The query returns 13 months of data (Aug 2024 - Aug 2025) with the top 5 contributors per month. Key contributors include dims (consistently #1 with 800-1000+ activities), thockin (#2 with 600-800 activities), liggitt (#3 with 600-700 activities), justaugustus (#4 with 500-600 activities), and BenTheElder (#5 with 400-500 activities). August 2025 shows partial month data with lower counts as expected."
+  }
+]
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/store/test3.json b/frontend/app/components/shared/modules/copilot/store/test3.json
new file mode 100644
index 00000000..f88ca4da
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/store/test3.json
@@ -0,0 +1,46 @@
+[
+  {
+    "id": "me8e2kpeie2ibs49upn",
+    "role": "user",
+    "type": "text",
+    "status": "complete",
+    "content": "Show me the comparison of active contributors between the current and previous quarters",
+    "timestamp": 1754993926994
+  },
+  {
+    "id": "me8e2sr4aiw2mauwmgi",
+    "role": "assistant",
+    "type": "router-status",
+    "status": "complete",
+    "content": "I'll use the active_contributors widget to get quarterly data for both the current quarter (Q3 2025: July-September) and the previous quarter (Q2 2025: April-June) for the Kubernetes project, allowing for a direct comparison of active contributor counts.",
+    "timestamp": 1754993937424
+  },
+  {
+    "id": "me8e2zypgc2ryf33ehl",
+    "role": "assistant",
+    "type": "pipe-result",
+    "sql": "## Tools Used\nactive_contributors, active_contributors\n\n",
+    "data": {
+      "comparison_summary": "Q2 2025 vs Q3 2025 Active Contributors",
+      "quarters": [
+        {
+          "quarter": "Q2 2025",
+          "period": "April 1 - June 30, 2025",
+          "contributorCount": 6029
+        },
+        {
+          "quarter": "Q3 2025",
+          "period": "July 1 - September 30, 2025",
+          "contributorCount": 2805
+        }
+      ],
+      "analysis": {
+        "difference": -3224,
+        "percent_change": "-53.5%",
+        "trend": "Significant decrease in active contributors from Q2 to Q3 2025"
+      }
+    },
+    "content": "## Explanation\nUsed active_contributors twice with quarterly granularity to compare Q3 2025 (current quarter: July-September) and Q2 2025 (previous quarter: April-June) for the Kubernetes project\n\n",
+    "timestamp": 1754993946769
+  }
+]
\ No newline at end of file
diff --git a/frontend/app/components/shared/modules/copilot/types/copilot.types.ts b/frontend/app/components/shared/modules/copilot/types/copilot.types.ts
new file mode 100644
index 00000000..4dcef8cb
--- /dev/null
+++ b/frontend/app/components/shared/modules/copilot/types/copilot.types.ts
@@ -0,0 +1,47 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import type { Widget } from '~/components/modules/widget/types/widget';
+import type { Project } from '~~/types/project';
+
+export interface CopilotData {
+  widget: Widget;
+  icon: string;
+  suggestions: string;
+  project?: Project
+  question?: string;
+  params?: CopilotParams;
+}
+
+export type CopilotParams = Record<string, string | number | null>;
+
+export type MessagePartType = 'router-status' | 'sql-result' | 'text' | 'pipe-result';
+export type MessageStatus = 'analyzing' | 'complete' | 'error';
+export type MessageData = Record<string, string | number | null | string[] | object>;
+export type MessageRole = 'user' | 'assistant';
+
+export interface ResultsHistory {
+  id: string;
+  data: MessageData[];
+}
+
+export interface AIMessage {
+  id: string; 
+  role: MessageRole; 
+  type: MessagePartType;
+  status: MessageStatus;
+  content: string; 
+  timestamp: number;
+  sql?: string;
+  data?: Array<MessageData>;
+}
+
+// export interface CopilotMessage {
+//   role: 'user' | 'assistant';
+//   parts: Array<CopilotMessagePart>;
+// }
+
+// export interface CopilotMessagePart {
+//   type: MessagePartType;
+//   text?: string;
+//   image?: string;
+// }
\ No newline at end of file
diff --git a/frontend/app/components/uikit/icon-button/icon-button.scss b/frontend/app/components/uikit/icon-button/icon-button.scss
index f6513538..0333aa8f 100644
--- a/frontend/app/components/uikit/icon-button/icon-button.scss
+++ b/frontend/app/components/uikit/icon-button/icon-button.scss
@@ -20,6 +20,14 @@
     }
   }
 
+  &--primary{
+    @apply outline outline-1 outline-transparent bg-brand-500 text-white;
+
+    &.is-disabled{
+      @apply outline-neutral-100 outline-3 bg-brand-300 cursor-default;
+    }
+  }
+
   &--transparent{
     @apply outline outline-1 outline-transparent bg-transparent text-neutral-900;
 
diff --git a/frontend/app/components/uikit/icon-button/types/icon-button.types.ts b/frontend/app/components/uikit/icon-button/types/icon-button.types.ts
index 5b935904..ca499290 100644
--- a/frontend/app/components/uikit/icon-button/types/icon-button.types.ts
+++ b/frontend/app/components/uikit/icon-button/types/icon-button.types.ts
@@ -1,6 +1,6 @@
 // Copyright (c) 2025 The Linux Foundation and each contributor.
 // SPDX-License-Identifier: MIT
-export const iconButtonTypes = ['default', 'transparent'] as const;
+export const iconButtonTypes = ['default', 'transparent', 'primary'] as const;
 export const iconButtonSizes = ['small', 'medium', 'large'] as const;
 
 export type IconButtonType = (typeof iconButtonTypes)[number];
diff --git a/frontend/app/components/uikit/modal/modal.scss b/frontend/app/components/uikit/modal/modal.scss
index 9dd7cebd..b1567137 100644
--- a/frontend/app/components/uikit/modal/modal.scss
+++ b/frontend/app/components/uikit/modal/modal.scss
@@ -15,4 +15,32 @@
   &__content{
     @apply w-full bg-white shadow-xl border border-neutral-200 rounded-xl max-h-full overflow-auto;
   }
+
+  &__close-button{
+    @apply absolute top-2 -right-10;
+  }
+
+  &--floating{
+    background: none;
+    @apply items-end;
+    .c-modal__close-button{
+      @apply right-2;
+    }
+  }
+
+  &--cover{
+    @apply justify-stretch items-stretch p-4;
+    
+    .c-modal__content-wrapper{
+      @apply h-full w-full;
+    }
+
+    .c-modal__content{
+      @apply h-full w-full;
+    }
+
+    .c-modal__close-button{
+      @apply right-4 top-4;
+    }
+  }
 }
diff --git a/frontend/app/components/uikit/modal/modal.vue b/frontend/app/components/uikit/modal/modal.vue
index b150cef3..1ec12104 100644
--- a/frontend/app/components/uikit/modal/modal.vue
+++ b/frontend/app/components/uikit/modal/modal.vue
@@ -7,6 +7,7 @@ SPDX-License-Identifier: MIT
     <teleport to="body">
       <div
         class="c-modal"
+        :class="modalClass"
         @click="clickOutsideClose()"
       >
         <div
@@ -24,7 +25,7 @@ SPDX-License-Identifier: MIT
             <slot :close="close" />
           </div>
           <lfx-icon-button
-            class="absolute top-2 -right-10 z-100"
+            class="c-modal__close-button"
             size="small"
             icon="fa fa-xmark fa-light"
             @click="clickOutsideClose()"
@@ -51,11 +52,13 @@ import LfxIconButton from "~/components/uikit/icon-button/icon-button.vue";
 
 const props = withDefaults(defineProps<{
   modelValue: boolean,
+  type?: 'default' | 'floating' | 'cover',
   contentClass?: string,
   width?: string,
   showCloseButton?: boolean,
   closeFunction?:() => boolean,
 }>(), {
+  type: 'default',
   width: '37.5rem',
   closeFunction: () => true,
   contentClass: undefined,
@@ -89,6 +92,13 @@ const onEscapeKeyUp = (event: KeyboardEvent) => {
   }
 };
 
+const modalClass = computed(() => {
+  return {
+    'c-modal--floating': props.type === 'floating',
+    'c-modal--cover': props.type === 'cover',
+  };
+});
+
 watch(() => isModalOpened.value, (show: boolean) => {
   if (!show) {
     window.removeEventListener('keyup', onEscapeKeyUp);
diff --git a/frontend/app/config/menu/index.ts b/frontend/app/config/menu/index.ts
index 5ed256c0..4ef419c8 100644
--- a/frontend/app/config/menu/index.ts
+++ b/frontend/app/config/menu/index.ts
@@ -32,7 +32,7 @@ export const lfxMenu: MenuConfig = {
       route: LfxRoutes.OPENSOURCEINDEX
     },
     {
-      label: 'Documentation',
+      label: 'Docs',
       icon: 'book-open',
       href: '/docs/introduction/what-is-insights/'
     }
diff --git a/frontend/app/layouts/default.vue b/frontend/app/layouts/default.vue
index d627c522..99ed9350 100644
--- a/frontend/app/layouts/default.vue
+++ b/frontend/app/layouts/default.vue
@@ -12,6 +12,7 @@ SPDX-License-Identifier: MIT
     <div class="flex-grow" />
     <lfx-report-global />
     <lfx-share-global />
+    <lfx-copilot-global />
     <lfx-welcome-modal />
     <lfx-insights-footer />
   </main>
@@ -24,6 +25,7 @@ import LfxNavbar from '~/components/shared/layout/navbar.vue';
 import LfxToast from '~/components/uikit/toast/toast.vue';
 import LfxReportGlobal from "~/components/shared/modules/report/components/report-global.vue";
 import LfxShareGlobal from "~/components/shared/modules/share/components/share-global.vue";
+import LfxCopilotGlobal from "~/components/shared/modules/copilot/components/copilot-global.vue";
 import LfxWelcomeModal from "~/components/shared/components/welcome-modal.vue";
 import LfxInsightsFooter from "~/components/shared/layout/footer.vue";
 
diff --git a/frontend/app/pages/callback.vue b/frontend/app/pages/callback.vue
new file mode 100644
index 00000000..13cf8ead
--- /dev/null
+++ b/frontend/app/pages/callback.vue
@@ -0,0 +1,41 @@
+<!--
+Copyright (c) 2025 The Linux Foundation and each contributor.
+SPDX-License-Identifier: MIT
+-->
+
+<template>
+  <div class="min-h-screen flex items-center justify-center">
+    <div class="text-center">
+      <div class="animate-spin rounded-full h-12 w-12 border-b-2 border-primary-600 mx-auto mb-4" />
+      <h2 class="text-xl font-semibold text-gray-900 mb-2">
+        Completing authentication...
+      </h2>
+      <p class="text-gray-600">
+        Please wait while we redirect you back to the application.
+      </p>
+    </div>
+  </div>
+</template>
+
+<script setup lang="ts">
+// This page handles the Auth0 callback
+// The Auth0 plugin will automatically handle the callback process
+// and redirect the user back to the application
+
+// Set page metadata
+definePageMeta({
+  layout: false
+})
+
+// Handle the callback on client-side
+onMounted(async () => {
+  // The Auth0 plugin handles the callback automatically
+  // After successful authentication, redirect to home
+  await nextTick()
+  
+  // Small delay to ensure Auth0 processing is complete
+  setTimeout(() => {
+    navigateTo('/')
+  }, 1000)
+})
+</script> 
\ No newline at end of file
diff --git a/frontend/app/plugins/auth0.client.ts b/frontend/app/plugins/auth0.client.ts
new file mode 100644
index 00000000..3e62ade2
--- /dev/null
+++ b/frontend/app/plugins/auth0.client.ts
@@ -0,0 +1,27 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+
+import { createAuth0 } from '@auth0/auth0-vue'
+import { defineNuxtPlugin, useRuntimeConfig } from 'nuxt/app'
+
+export default defineNuxtPlugin((nuxt) => {
+  const config = useRuntimeConfig()
+  
+  const auth0 = createAuth0({
+    domain: config.public.auth0Domain as string,
+    clientId: config.public.auth0ClientId as string,
+    authorizationParams: {
+      redirect_uri: config.public.auth0RedirectUri as string,
+    },
+    cacheLocation: 'localstorage',
+    useRefreshTokens: true,
+  })
+
+  nuxt.vueApp.use(auth0)
+  
+  return {
+    provide: {
+      auth0
+    }
+  }
+}) 
\ No newline at end of file
diff --git a/frontend/composables/useAuth.ts b/frontend/composables/useAuth.ts
new file mode 100644
index 00000000..3bc6f859
--- /dev/null
+++ b/frontend/composables/useAuth.ts
@@ -0,0 +1,17 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+
+/**
+ * Auth composable for managing authentication state and methods
+ * Use this composable in components to access Auth0 functionality
+ * 
+ * Note: In components, you can directly use the Auth0 composables:
+ * - useAuth0() for accessing the Auth0 instance
+ * - Or inject('$auth0') to get the Auth0 plugin instance
+ */
+export const useAuth = () => {
+  return {
+    // This is a placeholder composable
+    // Use useAuth0() from @auth0/auth0-vue directly in components
+  }
+} 
\ No newline at end of file
diff --git a/frontend/lib/chat/agents/base-agent.ts b/frontend/lib/chat/agents/base-agent.ts
new file mode 100644
index 00000000..9a7d699a
--- /dev/null
+++ b/frontend/lib/chat/agents/base-agent.ts
@@ -0,0 +1,199 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-explicit-any */
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import { z } from "zod";
+import { generateText } from "ai";
+import { extractJSON } from "extract-first-json";
+
+export abstract class BaseAgent<TInput, TOutput> {
+  abstract readonly name: string;
+  abstract readonly outputSchema: z.ZodSchema<TOutput>;
+  abstract readonly temperature: number;
+  abstract readonly maxSteps: number;
+
+  /**
+   * Generates JSON format instructions based on the Zod schema
+   */
+  protected generateJSONInstructions(): string {
+    try {
+      const schemaShape = this.getSchemaShape(this.outputSchema);
+      return `\n\n## OUTPUT FORMAT\nReturn your response as a JSON object with this exact structure:\n${JSON.stringify(
+        schemaShape,
+        null,
+        2
+      )}\n\nDo not include any other text in your response, only the JSON object.
+      DO NOT make any other comments.
+      The response MUST be directly parseable with JSON.parse() without any additional parsing.
+      DO NOT add explanations around the JSON object. No text before or after the JSON object.`;
+    } catch (error) {
+      console.error('Error generating JSON instructions', error);
+      return "\n\nReturn your response as a valid JSON object.";
+    }
+  }
+
+  /**
+   * Extracts the shape of a Zod schema for documentation
+   */
+  private getSchemaShape(schema: z.ZodSchema<any>): any {
+    if (schema instanceof z.ZodObject) {
+      const shape: any = {};
+      const schemaShape = (schema as any).shape;
+
+      for (const key in schemaShape) {
+        const field = schemaShape[key];
+        if (field instanceof z.ZodString) {
+          shape[key] = field.description || "string";
+        } else if (field instanceof z.ZodNumber) {
+          shape[key] = field.description || "number";
+        } else if (field instanceof z.ZodBoolean) {
+          shape[key] = field.description || "boolean";
+        } else if (field instanceof z.ZodArray) {
+          const elementType = this.getFieldDescription(field._def.type);
+          shape[key] = field.description || `array of ${elementType}`;
+        } else if (field instanceof z.ZodEnum) {
+          const values = (field as any)._def.values;
+          shape[key] = field.description || `one of: ${values.join(" | ")}`;
+        } else if (field instanceof z.ZodOptional || field instanceof z.ZodNullable) {
+          const innerType = (field as any)._def.innerType;
+          shape[key] = `${this.getFieldDescription(innerType)} (optional)`;
+        } else if (field instanceof z.ZodAny) {
+          shape[key] = field.description || "any value";
+        } else {
+          shape[key] = field.description || "value";
+        }
+      }
+
+      return shape;
+    }
+
+    return {};
+  }
+
+  private getFieldDescription(field: any): string {
+    if (field instanceof z.ZodString) return "string";
+    if (field instanceof z.ZodNumber) return "number";
+    if (field instanceof z.ZodBoolean) return "boolean";
+    if (field instanceof z.ZodAny) return "any";
+    return "value";
+  }
+
+  async execute(input: TInput): Promise<TOutput> {
+    try {
+      const systemPrompt = await this.getSystemPrompt(input);
+      const userPrompt = this.getUserPrompt(input);
+      const tools = this.getTools(input);
+
+      // Append JSON format instructions to system prompt
+      const jsonInstructions = this.generateJSONInstructions();
+      const fullSystemPrompt = systemPrompt + jsonInstructions;
+
+      // Check if we have messages in the input
+      // eslint-disable-next-line max-len, vue/max-len
+      const hasMessages = typeof input === 'object' && input !== null && 'messages' in input && Array.isArray((input as any).messages);
+      
+      const generateConfig: any = {
+        model: this.getModel(input),
+        system: fullSystemPrompt,
+        tools,
+        maxSteps: this.maxSteps,
+        temperature: this.temperature,
+      };
+
+      // Add any provider-specific options
+      const providerOptions = this.getProviderOptions(input);
+      if (providerOptions) {
+        generateConfig.providerOptions = providerOptions;
+      }
+
+      // Use messages if available, otherwise use prompt
+      if (hasMessages) {
+        generateConfig.messages = (input as any).messages;
+      } else {
+        generateConfig.prompt = userPrompt;
+      }
+
+
+      const response = await generateText(generateConfig);
+
+      // Log tool calls if monitoring is enabled
+      if (this.shouldMonitorToolCalls(input)) {
+        this.logToolCalls(response);
+      }
+
+      // Extract and validate JSON from response
+      return this.getJson(response.text);
+    } catch (error) {
+      throw this.createError(error);
+    }
+  }
+
+  /**
+   * Extract and validate JSON from the response text
+   */
+  protected getJson(text: string): TOutput {
+    // Use extract-first-json to clean and parse the JSON
+
+    const parsedOutput = extractJSON(text);
+    if (!parsedOutput) {
+      console.error("No JSON found in the response");
+      console.error(text);
+      throw new Error(`${this.name} agent did not return valid JSON`);
+    }
+
+    // Validate against schema
+    try {
+      const validatedOutput = this.outputSchema.parse(parsedOutput);
+      console.warn(`${this.name} Agent Output:\n${JSON.stringify(validatedOutput, null, 2)}`);
+      return validatedOutput;
+    } catch (error) {
+      console.error(`Failed to validate ${this.name} JSON`, error);
+      throw new Error(`Failed to validate ${this.name} JSON: ${error}`);
+    }
+  }
+
+  protected abstract getModel(input: TInput): any;
+  protected abstract getSystemPrompt(input: TInput): string | Promise<string>;
+  protected abstract getUserPrompt(input: TInput): string;
+  protected abstract getTools(input: TInput): Record<string, any>;
+  protected abstract createError(error: unknown): Error;
+  
+  /**
+   * Override this method to provide provider-specific options
+   */
+  protected getProviderOptions(_input: TInput): any {
+    return undefined;
+  }
+
+  /**
+   * Override this method to enable tool call monitoring
+   */
+  protected shouldMonitorToolCalls(_input: TInput): boolean {
+    return false;
+  }
+
+  /**
+   * Log all tool calls with inputs and outputs from the response
+   */
+  protected logToolCalls(response: any): void {
+    // The response from generateText contains steps array with tool calls
+    if (!response.steps || response.steps.length === 0) return;
+    
+    for (const step of response.steps) {
+      if (step.toolCalls && step.toolCalls.length > 0) {
+        for (const call of step.toolCalls) {
+          const result = step.toolResults?.find((r: any) => r.toolCallId === call.toolCallId);
+          console.warn(
+            [
+              '🛠️ Tool Call:',
+              `  - Name: ${call.toolName}`,
+              `  - Input: ${JSON.stringify(call.args, null, 2)}`,
+              result ? `  - Output: ${JSON.stringify(result.result, null, 2)}` : undefined,
+            ].filter(Boolean).join('\n')
+          );
+        }
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/frontend/lib/chat/agents/pipe.ts b/frontend/lib/chat/agents/pipe.ts
new file mode 100644
index 00000000..996f9d21
--- /dev/null
+++ b/frontend/lib/chat/agents/pipe.ts
@@ -0,0 +1,54 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-explicit-any */
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import type { PipeOutput, PipeAgentInput } from '../types';
+import { pipeOutputSchema } from '../types';
+import { pipePrompt } from '../prompts/pipe';
+import { BaseAgent } from './base-agent';
+
+export class PipeAgent extends BaseAgent<PipeAgentInput, PipeOutput> {
+  readonly name = "Pipe";
+  readonly outputSchema = pipeOutputSchema;
+  readonly temperature = 0;
+  readonly maxSteps = 10;
+
+  protected getModel(input: PipeAgentInput): any {
+    return input.model;
+  }
+
+  protected getSystemPrompt(input: PipeAgentInput): string {
+    return pipePrompt(
+      input.date,
+      input.projectName,
+      input.pipe,
+      input.parametersString,
+      input.segmentId,
+      input.reformulatedQuestion,
+      input.toolNames
+    );
+  }
+
+  protected getUserPrompt(_input: PipeAgentInput): string {
+    // Not used when messages are provided, but required by base class
+    return _input.reformulatedQuestion;
+  }
+
+  protected getTools(input: PipeAgentInput): Record<string, any> {
+    return input.tools;
+  }
+
+  protected createError(error: unknown): Error {
+    if (error instanceof Error) {
+      return new Error(`Pipe agent error: ${error.message}`);
+    }
+    return new Error(`Pipe agent error: ${String(error)}`);
+  }
+}
+
+// Convenience function to maintain backward compatibility
+export async function runPipeAgent(params: PipeAgentInput): Promise<PipeOutput> {
+  const agent = new PipeAgent();
+  return agent.execute(params);
+}
\ No newline at end of file
diff --git a/frontend/lib/chat/agents/router.ts b/frontend/lib/chat/agents/router.ts
new file mode 100644
index 00000000..b587bc9a
--- /dev/null
+++ b/frontend/lib/chat/agents/router.ts
@@ -0,0 +1,59 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-explicit-any */
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import type { RouterOutput, RouterAgentInput } from '../types';
+import { routerOutputSchema } from '../types';
+import { routerPrompt } from '../prompts/router';
+import { BaseAgent } from './base-agent';
+
+export class RouterAgent extends BaseAgent<RouterAgentInput, RouterOutput> {
+  readonly name = "Router";
+  readonly outputSchema = routerOutputSchema;
+  readonly temperature = 0;
+  readonly maxSteps = 3; // Allow router to use list_datasources if needed
+
+  protected getModel(input: RouterAgentInput): any {
+    return input.model;
+  }
+
+  protected getSystemPrompt(input: RouterAgentInput): string {
+    return routerPrompt(
+      input.date,
+      input.projectName,
+      input.pipe,
+      input.parametersString,
+      input.segmentId,
+      input.toolsOverview
+    );
+  }
+
+  protected getUserPrompt(_input: RouterAgentInput): string {
+    // Not used when messages are provided, but required by base class
+    return "";
+  }
+
+  protected getTools(input: RouterAgentInput): Record<string, any> {
+    // Only allow calling list_datasources; all other tools remain visible in prompt via toolsOverview
+    const allowed: Record<string, any> = {};
+    if (input.tools && input.tools["list_datasources"]) {
+      allowed["list_datasources"] = input.tools["list_datasources"];
+    }
+    return allowed;
+  }
+
+  protected createError(error: unknown): Error {
+    if (error instanceof Error) {
+      return new Error(`Router agent error: ${error.message}`);
+    }
+    return new Error(`Router agent error: ${String(error)}`);
+  }
+
+}
+
+// Convenience function to maintain backward compatibility
+export async function runRouterAgent(params: RouterAgentInput): Promise<RouterOutput> {
+  const agent = new RouterAgent();
+  return agent.execute(params);
+}
\ No newline at end of file
diff --git a/frontend/lib/chat/agents/text-to-sql.ts b/frontend/lib/chat/agents/text-to-sql.ts
new file mode 100644
index 00000000..b54d2cc1
--- /dev/null
+++ b/frontend/lib/chat/agents/text-to-sql.ts
@@ -0,0 +1,85 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-explicit-any */
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import { z } from 'zod';
+import { textToSqlInstructionsSchema } from '../types';
+import { textToSqlPrompt } from '../prompts/text-to-sql';
+import { BaseAgent } from './base-agent';
+
+// Output schema for SQL agent
+export const sqlOutputSchema = z.object({
+  explanation: z.string().describe("Brief explanation of why this query answers the question"),
+  instructions: textToSqlInstructionsSchema.describe("Instructions containing the SQL query to execute")
+});
+
+export type SqlOutput = z.infer<typeof sqlOutputSchema>;
+
+interface TextToSqlAgentInput {
+  model: any; // Bedrock model instance
+  messages: any[];
+  tools: Record<string, any>; // list_datasources and execute_query
+  date: string;
+  projectName: string;
+  pipe: string;
+  parametersString: string;
+  segmentId: string | null;
+  reformulatedQuestion: string;
+}
+
+export class TextToSqlAgent extends BaseAgent<TextToSqlAgentInput, SqlOutput> {
+  readonly name = "SQL";
+  readonly outputSchema = sqlOutputSchema;
+  readonly temperature = 0;
+  readonly maxSteps = 10; // Allow multiple steps for SQL generation and execution
+
+  protected getModel(input: TextToSqlAgentInput): any {
+    return input.model;
+  }
+
+  protected getSystemPrompt(input: TextToSqlAgentInput): string {
+    return textToSqlPrompt(
+      input.date,
+      input.projectName,
+      input.pipe,
+      input.parametersString,
+      input.segmentId,
+      input.reformulatedQuestion
+    );
+  }
+
+  protected getUserPrompt(input: TextToSqlAgentInput): string {
+    // Not used when messages are provided, but required by base class
+    return input.reformulatedQuestion;
+  }
+
+  protected getTools(input: TextToSqlAgentInput): Record<string, any> {
+    return input.tools;
+  }
+
+  protected createError(error: unknown): Error {
+    if (error instanceof Error) {
+      return new Error(`SQL agent error: ${error.message}`);
+    }
+    return new Error(`SQL agent error: ${String(error)}`);
+  }
+
+  protected override getProviderOptions(_input: TextToSqlAgentInput): any {
+    return {
+      bedrock: {
+        reasoningConfig: { type: "enabled", budgetTokens: 3000 },
+      },
+    };
+  }
+
+  protected override shouldMonitorToolCalls(_input: TextToSqlAgentInput): boolean {
+    return true; // Enable tool call monitoring for SQL agent
+  }
+}
+
+// Convenience function to maintain backward compatibility
+export async function runTextToSqlAgent(params: TextToSqlAgentInput): Promise<SqlOutput> {
+  const agent = new TextToSqlAgent();
+  return agent.execute(params);
+}
\ No newline at end of file
diff --git a/frontend/lib/chat/chart/analysis.ts b/frontend/lib/chat/chart/analysis.ts
new file mode 100644
index 00000000..c2f794ff
--- /dev/null
+++ b/frontend/lib/chat/chart/analysis.ts
@@ -0,0 +1,191 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-explicit-any */
+/* eslint-disable @typescript-eslint/no-unused-vars */
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import type { Result } from "./types";
+
+export interface DataProfile {
+  rowCount: number;
+  columns: ColumnProfile[];
+  dataShape: 'single-value' | 'time-series' | 'categorical' | 'multi-dimensional';
+}
+
+export interface ColumnProfile {
+  name: string;
+  type: 'numeric' | 'date' | 'category' | 'text';
+  uniqueCount: number;
+  isGroupable: boolean;
+  sample: any[];
+  role?: 'xAxis' | 'yAxis' | 'series';
+}
+
+export function analyzeDataForChart(
+  results: Result[],
+  userQuestion: string = ""
+): DataProfile | null {
+  if (!results.length) return null;
+  
+  const columns = Object.keys(results[0] || {});
+  const columnProfiles = analyzeColumns(results, columns);
+  const dataShape = detectDataShape(results, columnProfiles);
+  
+  return {
+    rowCount: results.length,
+    columns: columnProfiles,
+    dataShape
+  };
+}
+
+function analyzeColumns(results: Result[], columns: string[]): ColumnProfile[] {
+  return columns.map(col => {
+    const values = results.map(row => row[col]);
+    const uniqueValues = new Set(values.map(v => String(v)));
+    const numericValues = values.filter(v => typeof v === 'number' || (!isNaN(Number(v)) && v !== '' && v !== null));
+    
+    // Detect column type
+    let type: ColumnProfile['type'] = 'text';
+    let role: ColumnProfile['role'] | undefined;
+    
+    if (numericValues.length > values.length * 0.8) {
+      type = 'numeric';
+      role = 'yAxis';
+    } else if (isDateColumn(values)) {
+      type = 'date';
+      role = 'xAxis';
+    } else if (uniqueValues.size <= 20 && uniqueValues.size < values.length * 2) {
+      // Consider as category if:
+      // - Has 20 or fewer unique values AND
+      // - Not every row has a different value (allows some duplicates)
+      type = 'text';
+      role = 'series';
+    }
+    
+    return {
+      name: col,
+      type,
+      uniqueCount: uniqueValues.size,
+      isGroupable: type === 'text' && uniqueValues.size < 20,
+      sample: Array.from(uniqueValues).slice(0, 3),
+      role,
+    };
+  });
+}
+
+function isDateColumn(values: any[]): boolean {
+  const dateFormats = [
+    /^\d{4}-\d{2}-\d{2}/, // YYYY-MM-DD
+    /^\d{4}-\d{2}/, // YYYY-MM
+    /^\d{2}\/\d{2}\/\d{4}/, // MM/DD/YYYY
+  ];
+  
+  const dateCount = values.filter(v => {
+    const str = String(v);
+    return dateFormats.some(format => format.test(str)) || !isNaN(Date.parse(str));
+  }).length;
+  
+  return dateCount > values.length * 0.6;
+}
+
+function detectDataShape(results: Result[], columns: ColumnProfile[]): DataProfile['dataShape'] {
+  if (results.length === 1) return 'single-value';
+  
+  const dateColumns = columns.filter(c => c.type === 'date');
+  const numericColumns = columns.filter(c => c.type === 'numeric');
+  const categoryColumns = columns.filter(c => c.type === 'category');
+  
+  if (dateColumns.length > 0) return 'time-series';
+  if (categoryColumns.length === 1 && numericColumns.length >= 1) return 'categorical';
+  if (categoryColumns.length >= 2 && numericColumns.length >= 1) return 'multi-dimensional';
+  
+  return 'categorical';
+}
+
+
+function detectPivotNeeds(results: Result[], columns: ColumnProfile[]) {
+  if (columns.length !== 3) return { needed: false };
+  
+  const possibleGroupCol = columns.find(c => 
+    c.type === 'category' && c.uniqueCount < results.length * 0.5
+  );
+  
+  const possibleCategoryCol = columns.find(c => 
+    c.type === 'category' && 
+    c !== possibleGroupCol &&
+    c.uniqueCount < 20
+  );
+  
+  const possibleValueCol = columns.find(c => c.type === 'numeric');
+  
+  if (possibleGroupCol && possibleCategoryCol && possibleValueCol) {
+    return {
+      needed: true,
+      config: {
+        groupBy: possibleGroupCol.name,
+        categories: possibleCategoryCol.name,
+        values: possibleValueCol.name,
+      }
+    };
+  }
+  
+  return { needed: false };
+}
+
+export function pivotLongToWide(
+  data: Result[],
+  groupColumn: string,
+  categoryColumn: string,
+  valueColumn: string
+): Result[] {
+  if (!data || data.length === 0) return data;
+
+  const categories = Array.from(new Set(data.map(row => String(row[categoryColumn])))).sort();
+  
+  const groupedData = data.reduce((acc, row) => {
+    const groupKey = String(row[groupColumn]);
+    if (!acc[groupKey]) {
+      acc[groupKey] = { [groupColumn]: groupKey };
+    }
+    
+    const categoryKey = String(row[categoryColumn]);
+    const value = Number(row[valueColumn]) || 0;
+    const cleanCategoryKey = categoryKey.toLowerCase().replace(/[^a-z0-9]/g, '_');
+    acc[groupKey][cleanCategoryKey] = value;
+    
+    return acc;
+  }, {} as Record<string, any>);
+
+  return Object.values(groupedData).map(group => {
+    const result = { ...group };
+    categories.forEach(category => {
+      const cleanCategoryKey = category.toLowerCase().replace(/[^a-z0-9]/g, '_');
+      if (!(cleanCategoryKey in result)) {
+        result[cleanCategoryKey] = 0;
+      }
+    });
+    return result;
+  });
+}
+
+export function shouldStackBars(profile: DataProfile): boolean {
+  const yColumns = profile.columns
+    .filter(c => c.type === 'numeric')
+    .map(c => c.name.toLowerCase());
+  
+  const stackingPatterns = [
+    ['bronze', 'silver', 'gold'],
+    ['small', 'medium', 'large'],
+    ['low', 'medium', 'high'],
+    ['q1', 'q2', 'q3', 'q4'],
+  ];
+  
+  for (const pattern of stackingPatterns) {
+    const matches = pattern.filter(p => 
+      yColumns.some(col => col.includes(p))
+    );
+    if (matches.length >= 2) return true;
+  }
+  
+  return false;
+}
\ No newline at end of file
diff --git a/frontend/lib/chat/chart/generator.ts b/frontend/lib/chat/chart/generator.ts
new file mode 100644
index 00000000..cda8ae7b
--- /dev/null
+++ b/frontend/lib/chat/chart/generator.ts
@@ -0,0 +1,232 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-unused-vars */
+/* eslint-disable @typescript-eslint/no-explicit-any */
+/* eslint-disable max-len */
+/* eslint-disable vue/max-len */
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import { createAmazonBedrock } from '@ai-sdk/amazon-bedrock';
+import { generateObject } from "ai";
+import { configSchema } from "./types";
+import type { Config, Result } from "./types";
+import { analyzeDataForChart, shouldStackBars } from "./analysis";
+import { lfxColors } from '~/config/styles/colors';
+
+const bedrock = createAmazonBedrock({
+  accessKeyId: process.env.NUXT_AWS_BEDROCK_ACCESS_KEY_ID,
+  secretAccessKey: process.env.NUXT_AWS_BEDROCK_SECRET_ACCESS_KEY,
+  region: process.env.NUXT_AWS_BEDROCK_REGION,
+});
+
+const defaultColors = [
+  lfxColors.brand[500],
+  lfxColors.neutral[300],
+  lfxColors.violet[500],
+  lfxColors.positive[500],
+  lfxColors.negative[500],
+  lfxColors.brand[300],
+  lfxColors.neutral[400],
+  lfxColors.violet[400],
+  lfxColors.positive[400],
+  lfxColors.negative[400]
+];
+
+const model = bedrock("us.anthropic.claude-sonnet-4-20250514-v1:0");
+
+export async function generateChartConfig(
+  results: Result[],
+  userQuery: string
+): Promise<{ config: Config | null; isMetric?: boolean }> {
+  const dataProfile = analyzeDataForChart(results, userQuery);
+
+  // Skip chart for single values - show as metric
+  if (!dataProfile || dataProfile.dataShape === "single-value") {
+    return { config: null, isMetric: true };
+  }
+
+  try {
+    const { object: config } = await generateObject({
+      model,
+      output: "object" as const,
+      schema: configSchema,
+      system: "You are a data visualization expert. Create simple, effective chart configurations using the apache echarts configuration schema.",
+      prompt: createChartGenerationPrompt(dataProfile, results, userQuery),
+      temperature: 0.3,
+    });
+
+    // Apply default colors if not already set
+    if (!config.color) {
+      const colors = generateDefaultColors(config.series.map((s: any) => s.name));
+      config.color = colors;
+    }
+
+    const finalConfig = config;
+
+    return { config: finalConfig };
+  } catch (e) {
+    console.error("Chart generation failed, using fallback", e);
+    // Smart fallback
+    const fallbackConfig = generateFallbackConfig(dataProfile);
+    return { config: fallbackConfig };
+  }
+}
+
+export async function modifyChartConfig(
+  currentConfig: Config,
+  currentData: Result[],
+  userRequest: string
+): Promise<Config> {
+  const dataProfile = analyzeDataForChart(currentData, userRequest);
+
+  try {
+    const { object: newConfig } = await generateObject({
+      model,
+      output: "object" as const,
+      schema: configSchema,
+      system: "You are a chart modification expert. Make minimal changes based on user requests.",
+      prompt: createChartModificationPrompt(currentConfig, dataProfile, currentData, userRequest),
+      temperature: 0.3,
+    });
+
+    // Preserve colors if not updated
+    if (!newConfig.color) {
+      newConfig.color = currentConfig.color;
+    }
+    
+    return newConfig;
+  } catch (e) {
+    console.error("Failed to modify chart config", e);
+    throw new Error("Failed to modify chart configuration");
+  }
+}
+
+function generateDefaultColors(yKeys: string[]): string[] {
+  return yKeys.map((_, index) => defaultColors[index] || lfxColors.brand[500]);
+}
+
+function generateFallbackConfig(profile: any): Config {
+  // Choose appropriate chart type based on data shape
+  let type: "bar" | "line" | "pie" = "bar";
+  if (profile.dataShape === "time-series") {
+    type = "line";
+  } else if (profile.dataShape === "categorical" && profile.rowCount <= 6) {
+    type = "pie";
+  }
+
+  // Find best columns for axes
+  const dateCol = profile.columns.find((c: any) => c.type === "date");
+  const categoryCol = profile.columns.find((c: any) => c.type === "category");
+  const numericCols = profile.columns.filter((c: any) => c.type === "numeric");
+
+  const xKey = dateCol?.name || categoryCol?.name || profile.columns[0].name;
+  const yKeys =
+    numericCols.length > 0
+      ? numericCols.map((c: any) => c.name)
+      : [
+          profile.columns.find((c: any) => c.name !== xKey)?.name ||
+            profile.columns[1]?.name,
+        ].filter(Boolean);
+
+  // Auto-detect stacking for multi-series bar charts
+  const shouldStack = type === "bar" && yKeys.length > 1 && shouldStackBars(profile);
+  const stackName = shouldStack ? "total" : undefined;
+
+  // Generate series configuration
+  const series = yKeys.map((yKey: string, index: number) => ({
+    type,
+    name: yKey,
+    data: [], // Will be populated by the chart rendering component
+    ...(stackName && { stack: stackName }),
+    ...(type === "line" && profile.dataShape === "time-series" && { 
+      areaStyle: {} // Enable area style for time-series line charts
+    }),
+  }));
+
+  // Generate default colors array
+  const colors = yKeys.map((_: string, index: number) => `hsl(var(--chart-${index + 1}))`);
+
+  const config: Config = {
+    title: {
+      text: "Data Visualization",
+    },
+    tooltip: {
+      trigger: type === "pie" ? "item" : "axis",
+      ...(type !== "pie" && {
+        axisPointer: {
+          type: "shadow",
+        },
+      }),
+    },
+    legend: {
+      show: yKeys.length > 1,
+      data: yKeys,
+    },
+    ...(type !== "pie" && {
+      xAxis: {
+        type: "category",
+        name: xKey,
+        data: [], // Will be populated by the chart rendering component
+      },
+      yAxis: {
+        type: "value",
+        name: yKeys.length === 1 ? yKeys[0] : "Value",
+      },
+      grid: {
+        left: "8%",
+        right: "8%",
+        bottom: "15%",
+        top: "15%",
+        containLabel: true,
+      },
+    }),
+    series,
+    color: colors,
+  };
+
+  return config;
+}
+
+function createChartGenerationPrompt(dataProfile: any, results: Result[], userQuery: string): string {
+  const columns = dataProfile.columns.map((c: any) => `${c.name} (${c.type})`).join(", ");
+  const sampleData = JSON.stringify(results, null, 2); // JSON.stringify(results.slice(0, 15), null, 2);
+  
+  return `Based on this data analysis and user query, generate an optimal apache echarts chart configuration.
+
+User Query: ${userQuery}
+Data Shape: ${dataProfile.dataShape}
+Row Count: ${dataProfile.rowCount}
+Columns: ${columns}
+Sample Data: ${sampleData}
+
+Create a chart configuration that:
+1. Uses the appropriate chart type (bar, line, area, or pie)
+2. Strictly follows the apache echarts configuration schema
+3. Selects the right columns for x and y axes
+4. Includes a clear, descriptive title
+5. Enables features like stacking or legends when beneficial
+6. Considers data pivoting if needed for better visualization
+
+Return a valid chart configuration object.`;
+}
+
+function createChartModificationPrompt(currentConfig: Config, dataProfile: any, currentData: Result[], userRequest: string): string {
+  return `Modify the existing chart configuration based on the user's request.
+
+Current Configuration:
+${JSON.stringify(currentConfig, null, 2)}
+
+User Request: ${userRequest}
+
+Data Shape: ${dataProfile?.dataShape || 'unknown'}
+Row Count: ${currentData.length}
+
+Make minimal changes to satisfy the user's request. Common modifications:
+- Change chart type (bar, line, area, pie)
+- Toggle stacking on/off
+- Change which columns are used
+- Update the title
+- Toggle legend visibility
+
+Return a complete, valid chart configuration object.`;
+}
\ No newline at end of file
diff --git a/frontend/lib/chat/chart/types.ts b/frontend/lib/chat/chart/types.ts
new file mode 100644
index 00000000..d2998a50
--- /dev/null
+++ b/frontend/lib/chat/chart/types.ts
@@ -0,0 +1,79 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import { z } from "zod";
+
+export type Result = Record<string, string | number>;
+
+// ECharts series type schema
+const echartsSeriesSchema = z.object({
+  type: z.enum(['bar', 'line', 'pie']),
+  name: z.string().optional(),
+  data: z.array(z.union([z.number(), z.object({
+    name: z.string(),
+    value: z.number(),
+  })])),
+  stack: z.string().optional(),
+  areaStyle: z.object({}).optional(), // For area charts (line with areaStyle)
+  color: z.string().optional(),
+  emphasis: z.object({
+    focus: z.enum(['series', 'self']).optional(),
+  }).optional(),
+});
+
+// ECharts configuration schema
+export const configSchema = z.object({
+  title: z.object({
+    text: z.string(),
+    left: z.string().optional(),
+    top: z.string().optional(),
+    textStyle: z.object({
+      fontSize: z.number().optional(),
+      fontWeight: z.string().optional(),
+      color: z.string().optional(),
+    }).optional(),
+  }).optional(),
+  tooltip: z.object({
+    trigger: z.enum(['item', 'axis']),
+    axisPointer: z.object({
+      type: z.enum(['shadow', 'line', 'cross']).optional(),
+    }).optional(),
+  }).optional(),
+  legend: z.object({
+    show: z.boolean().optional(),
+    data: z.array(z.string()).optional(),
+    orient: z.enum(['horizontal', 'vertical']).optional(),
+    left: z.string().optional(),
+    top: z.string().optional(),
+  }).optional(),
+  grid: z.object({
+    left: z.string().optional(),
+    right: z.string().optional(),
+    bottom: z.string().optional(),
+    top: z.string().optional(),
+    containLabel: z.boolean().optional(),
+  }).optional(),
+  xAxis: z.object({
+    type: z.enum(['category', 'value', 'time', 'log']),
+    data: z.array(z.union([z.string(), z.number()])).optional(),
+    name: z.string().optional(),
+    axisLabel: z.object({
+      rotate: z.number().optional(),
+      formatter: z.string().optional(),
+    }).optional(),
+  }).optional(),
+  yAxis: z.object({
+    type: z.enum(['category', 'value', 'time', 'log']),
+    name: z.string().optional(),
+    axisLabel: z.object({
+      formatter: z.string().optional(),
+    }).optional(),
+  }).optional(),
+  series: z.array(echartsSeriesSchema),
+  color: z.array(z.string()).optional(),
+  backgroundColor: z.string().optional(),
+  animation: z.boolean().optional(),
+  animationDuration: z.number().optional(),
+});
+
+export type Config = z.infer<typeof configSchema>;
+export type EChartsSeriesConfig = z.infer<typeof echartsSeriesSchema>;
\ No newline at end of file
diff --git a/frontend/lib/chat/data-copilot.ts b/frontend/lib/chat/data-copilot.ts
new file mode 100644
index 00000000..98dea046
--- /dev/null
+++ b/frontend/lib/chat/data-copilot.ts
@@ -0,0 +1,193 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-explicit-any */
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import { createAmazonBedrock } from '@ai-sdk/amazon-bedrock';
+import { streamText, experimental_createMCPClient as createMCPClient, createDataStreamResponse } from 'ai';
+import { StreamableHTTPClientTransport } from '@modelcontextprotocol/sdk/client/streamableHttp.js';
+
+import { runRouterAgent } from './agents/router';
+import { runTextToSqlAgent } from './agents/text-to-sql';
+import { runPipeAgent } from './agents/pipe';
+import { executePipeInstructions, executeTextToSqlInstructions } from './instructions';
+
+const bedrock = createAmazonBedrock({
+  accessKeyId: process.env.NUXT_AWS_BEDROCK_ACCESS_KEY_ID,
+  secretAccessKey: process.env.NUXT_AWS_BEDROCK_SECRET_ACCESS_KEY,
+  region: process.env.NUXT_AWS_BEDROCK_REGION,
+});
+
+export async function streamingAgentRequestHandler({
+  messages,
+  segmentId,
+  projectName,
+  pipe,
+  parameters,
+}: {
+  messages: any[];
+  segmentId?: string;
+  projectName?: string;
+  pipe: string;
+  parameters?: Record<string, any>;
+}) {
+  const url = new URL(
+    `https://mcp.tinybird.co?token=${process.env.NUXT_INSIGHTS_TINYBIRD_TOKEN}&host=${process.env.NUXT_TINYBIRD_BASE_URL}`
+  );
+
+  const mcpClient = await createMCPClient({
+    transport: new StreamableHTTPClientTransport(url, {
+      sessionId: `session_${Date.now()}`,
+    }),
+  });
+
+  const tbTools = await mcpClient.tools({});
+  // Build a human-readable overview of all tools for the router's prompt (read-only catalog)
+  const excludedFromOverview = new Set([
+    "explore_data",
+    "text_to_sql",
+    "list_endpoints",
+    "list_service_datasources",
+  ]);
+  const toolsOverview = Object.entries(tbTools)
+    .filter(([name]) => !excludedFromOverview.has(name))
+    .map(([name, def]: [string, any]) => {
+      try {
+        const description = def?.description || def?.meta?.description || "";
+        const inputSchema = def?.inputSchema || def?.parameters || def?.schema || undefined;
+        const params = inputSchema ? JSON.stringify(inputSchema, null, 2) : undefined;
+        return [
+          `- ${name}: ${description}`,
+          params ? `  params: ${params}` : undefined,
+        ]
+          .filter(Boolean)
+          .join("\n");
+      } catch {
+        return `- ${name}`;
+      }
+    })
+    .join("\n");
+  const parametersString = JSON.stringify(parameters || {});
+  const dateString = new Date().toISOString().split("T")[0];
+  const model = bedrock("us.anthropic.claude-sonnet-4-20250514-v1:0");
+
+  return createDataStreamResponse({
+    execute: async (dataStream) => {
+      try {
+        dataStream.writeData({
+          type: "router-status",
+          status: "analyzing",
+        });
+
+        const routerOutput = await runRouterAgent({
+          model,
+          messages,
+          tools: tbTools,
+          toolsOverview,
+          date: dateString as string,
+          projectName: projectName as string,
+          pipe,
+          parametersString,
+          segmentId: segmentId as string,
+        });
+
+        if (routerOutput.next_action === "stop") {
+          dataStream.writeData({
+            type: "router-status",
+            status: "complete",
+            reasoning: routerOutput.reasoning,
+          });
+
+          const result = streamText({
+            model,
+            messages: [
+              ...messages,
+              {
+                role: "assistant",
+                content: routerOutput.reasoning || "I cannot answer this question based on the available data.",
+              },
+            ],
+          });
+
+          result.mergeIntoDataStream(dataStream);
+          return;
+        }
+
+        dataStream.writeData({
+          type: "router-status",
+          status: "complete",
+          reasoning: routerOutput.reasoning,
+          reformulatedQuestion: routerOutput.reformulated_question,
+        });
+
+        const followUpTools: Record<string, any> = {};
+        if (routerOutput.next_action === "create_query") {
+          followUpTools["execute_query"] = tbTools["execute_query"];
+          followUpTools["list_datasources"] = tbTools["list_datasources"];
+        }
+        else {
+          for (const toolName of routerOutput.tools) {
+            if (tbTools[toolName]) {
+              followUpTools[toolName] = tbTools[toolName];
+            }
+          }
+        }
+
+        if (routerOutput.next_action === "create_query") {
+          const textToSqlOutput = await runTextToSqlAgent({
+            model,
+            messages,
+            tools: followUpTools,
+            date: dateString as string,
+            projectName: projectName as string,
+            pipe,
+            parametersString,
+            segmentId: segmentId as string,
+            reformulatedQuestion: routerOutput.reformulated_question,
+          });
+
+          // Execute the SQL query according to the instructions
+          const queryData = await executeTextToSqlInstructions(textToSqlOutput.instructions);
+
+          dataStream.writeData({
+            type: "sql-result",
+            explanation: textToSqlOutput.explanation,
+            instructions: textToSqlOutput.instructions,
+            data: queryData
+          });
+        } else if (routerOutput.next_action === "pipes") {
+          const pipeOutput = await runPipeAgent({
+            model,
+            messages,
+            tools: followUpTools,
+            date: dateString as string,
+            projectName: projectName as string,
+            pipe,
+            parametersString,
+            segmentId: segmentId as string,
+            reformulatedQuestion: routerOutput.reformulated_question,
+            toolNames: routerOutput.tools,
+          });
+
+          // Execute the pipes according to the instructions and combine results
+          const combinedData = await executePipeInstructions(pipeOutput.instructions);
+
+          dataStream.writeData({
+            type: "pipe-result",
+            explanation: pipeOutput.explanation,
+            instructions: pipeOutput.instructions,
+            data: combinedData
+          });
+        }
+      } catch (error) {
+        dataStream.writeData({
+          type: "router-status",
+          status: "error",
+          error: error instanceof Error ? error.message : "An error occurred",
+        });
+
+        throw error;
+      }
+    },
+  });
+}
diff --git a/frontend/lib/chat/instructions.ts b/frontend/lib/chat/instructions.ts
new file mode 100644
index 00000000..7b41b172
--- /dev/null
+++ b/frontend/lib/chat/instructions.ts
@@ -0,0 +1,155 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-explicit-any */
+import { ofetch } from 'ofetch';
+import type { PipeInstructions, TextToSqlInstructions } from './types';
+
+// Function to execute a TinyBird pipe
+async function executeTinybirdPipe(pipeName: string, parameters: Record<string, any>): Promise<any[]> {
+  const tinybirdBaseUrl = process.env.NUXT_TINYBIRD_BASE_URL || 'https://api.us-west-2.aws.tinybird.co';
+  const tinybirdToken = process.env.NUXT_INSIGHTS_TINYBIRD_TOKEN || process.env.NUXT_TINYBIRD_TOKEN;
+
+  if (!tinybirdToken) {
+    throw new Error('Tinybird token is not defined');
+  }
+
+  // Build query string from parameters
+  const params = new URLSearchParams(
+    Object.entries(parameters)
+      .filter(([_, value]) => value !== undefined && value !== null && value !== '')
+      .map(([key, value]) => [key, String(value)])
+  ).toString();
+
+  const url = params
+    ? `${tinybirdBaseUrl}/v0/pipes/${pipeName}.json?${params}`
+    : `${tinybirdBaseUrl}/v0/pipes/${pipeName}.json`;
+
+  try {
+    const response = await ofetch(url, {
+      headers: {
+        Authorization: `Bearer ${tinybirdToken}`,
+      },
+    });
+
+    // TinyBird response format has data array
+    return response.data || [];
+  } catch (error) {
+    console.error(`Error executing TinyBird pipe ${pipeName}:`, error);
+    return [];
+  }
+}
+
+// Function to execute pipe instructions and combine results
+export async function executePipeInstructions(instructions: PipeInstructions): Promise<any[]> {
+  // Execute the pipes according to the instructions
+  const pipeResults: Record<string, any[]> = {};
+  
+  // Execute each pipe with its inputs using TinyBird API
+  for (const pipeInstruction of instructions.pipes) {
+    try {
+      const result = await executeTinybirdPipe(
+        pipeInstruction.name,
+        pipeInstruction.inputs
+      );
+      pipeResults[pipeInstruction.id] = result;
+    } catch (error) {
+      console.error(`Error executing pipe ${pipeInstruction.name}:`, error);
+      pipeResults[pipeInstruction.id] = [];
+    }
+  }
+
+  // Combine the results according to the output instructions
+  const combinedData: any[] = [];
+  
+  // Find the maximum number of rows across all pipes
+  let maxRows = 0;
+  for (const pipeId of Object.keys(pipeResults)) {
+    maxRows = Math.max(maxRows, pipeResults[pipeId]?.length || 0);
+  }
+
+  // Build combined rows
+  for (let i = 0; i < maxRows; i++) {
+    const row: Record<string, any> = {};
+    
+    for (const outputColumn of instructions.output) {
+      if (outputColumn.type === 'direct') {
+        // Direct column mapping
+        const pipeData = pipeResults[outputColumn.pipeId];
+        if (pipeData && pipeData[i]) {
+          row[outputColumn.name] = pipeData[i][outputColumn.sourceColumn];
+        } else {
+          row[outputColumn.name] = null;
+        }
+      } else if (outputColumn.type === 'formula') {
+        // Formula column - compute value from dependencies
+        const variables: Record<string, any> = {};
+        
+        // Gather all dependency values
+        for (const dep of outputColumn.dependencies) {
+          const pipeData = pipeResults[dep.pipeId];
+          if (pipeData && pipeData[i]) {
+            variables[dep.variable] = pipeData[i][dep.sourceColumn];
+          } else {
+            variables[dep.variable] = null;
+          }
+        }
+        
+        // Evaluate the formula safely
+        try {
+          // Create a function that has access only to the variables we provide
+          const formulaFunction = new Function(
+            ...Object.keys(variables),
+            `return ${outputColumn.formula}`
+          );
+          row[outputColumn.name] = formulaFunction(...Object.values(variables));
+        } catch (error) {
+          console.error(`Error evaluating formula for column ${outputColumn.name}:`, error);
+          row[outputColumn.name] = null;
+        }
+      }
+    }
+    
+    combinedData.push(row);
+  }
+
+  return combinedData;
+}
+
+// Function to execute a SQL query via TinyBird's Query API
+export async function executeTextToSqlInstructions(query: TextToSqlInstructions): Promise<any[]> {
+  const tinybirdBaseUrl = process.env.NUXT_TINYBIRD_BASE_URL
+  const tinybirdToken = process.env.NUXT_INSIGHTS_TINYBIRD_TOKEN
+
+  if (!tinybirdToken) {
+    throw new Error('Tinybird token is not defined');
+  }
+
+  try {
+    // Execute the SQL query via TinyBird's Query API
+    // TinyBird expects the query as URL-encoded form data
+    const params = new URLSearchParams();
+    params.append('q', `${query} FORMAT JSON`);
+    
+    const response = await ofetch(`${tinybirdBaseUrl}/v0/sql`, {
+      method: 'POST',
+      headers: {
+        Authorization: `Bearer ${tinybirdToken}`,
+        'Content-Type': 'application/x-www-form-urlencoded',
+      },
+      body: params.toString()
+    });
+
+    // TinyBird SQL API response format has data array
+    return response.data || [];
+  } catch (error: any) {
+    console.error('Error executing SQL query:', error);
+    // Log more details about the error
+    if (error.data) {
+      console.error('Error response data:', error.data);
+    }
+    if (error.response) {
+      console.error('Error response:', error.response);
+    }
+    throw error;
+  }
+}
\ No newline at end of file
diff --git a/frontend/lib/chat/prompts/pipe.ts b/frontend/lib/chat/prompts/pipe.ts
new file mode 100644
index 00000000..822dae0e
--- /dev/null
+++ b/frontend/lib/chat/prompts/pipe.ts
@@ -0,0 +1,114 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+export const pipePrompt = (
+  date: string,
+  projectName: string,
+  pipe: string,
+  parametersString: string,
+  segmentId: string | null,
+  reformulatedQuestion: string,
+  tools: string[]
+) => `
+You are a pipe tool specialist that creates an execution plan to answer: "${reformulatedQuestion}"
+
+# DATE AND CONTEXT
+Today's date: ${date}
+Current dashboard: Project "${projectName}" using ${pipe} tool with parameters: ${parametersString}
+Segment ID: ${segmentId || "not specified"}
+
+# AVAILABLE TOOLS
+${tools.join(", ")}
+
+# YOUR TASK
+
+You must return instructions that describe:
+1. Which pipes to execute with what inputs
+2. How to combine their outputs into a final result table
+
+**INSTRUCTIONS STRUCTURE**
+Your response must include an "instructions" field with this structure:
+{
+  "pipes": [
+    {
+      "id": "unique_id",        // e.g., "pipe1", "users_data", etc.
+      "name": "actual_pipe_name", // The actual tool name to execute
+      "inputs": { /* parameters */ }  // Input parameters for the pipe
+    }
+  ],
+  "output": [
+    // Direct column mapping
+    {
+      "type": "direct",
+      "name": "Output Column Name",  // Name for the column in final table
+      "pipeId": "pipe_id",           // Which pipe this comes from
+      "sourceColumn": "original_col"  // Original column name from that pipe
+    },
+    // Formula column for calculations (e.g., percentage growth)
+    {
+      "type": "formula",
+      "name": "Growth %",            // Name for the calculated column
+      "formula": "((b - a) / a) * 100",  // JavaScript expression
+      "dependencies": [
+        { "variable": "a", "pipeId": "pipe1", "sourceColumn": "last_year_count" },
+        { "variable": "b", "pipeId": "pipe2", "sourceColumn": "this_year_count" }
+      ]
+    }
+  ]
+}
+
+**EXECUTION APPROACH**
+- Identify which pipes need to be executed
+- Determine the correct input parameters for each pipe
+- Execute the pipes and examine what columns are returned, and which columns are needed to answer the question.
+- Map the columns from pipe results to the final output structure using "type": "direct"
+- Add formula columns when calculations are needed (e.g., growth rates, percentages, differences)
+- Use ${pipe} with different parameters if needed
+- Use other available tools if they're more appropriate
+- Call multiple tools if needed to answer the question
+- Combine columns from multiple pipes if needed for comprehensive answers
+
+**WHEN TO USE FORMULAS**
+Use formula columns when the user asks for:
+- Percentage growth or change: formula: "((current - previous) / previous) * 100"
+- Differences between values: formula: "a - b"
+- Ratios: formula: "a / b"
+- Averages: formula: "(a + b) / 2"
+- Any other calculations between columns
+
+Always ensure variables in formulas match the dependency variable names.
+
+**RESPONSE GUIDELINES**
+- Create a clear execution plan in the instructions
+- Do not return the data from the tools used, only the plan
+- Provide a brief explanation of your pipe selection and how they answer the question
+
+# QUERY ENHANCEMENT RULES
+
+**Core Principles:**
+- Limit results to 20 rows unless specified otherwise
+- Sort by most relevant metric for the question
+- Include human-readable names, not just IDs
+- For single values, return one row and skip null/0 values
+
+**Time-based Queries:**
+- No time range specified → use year-to-date (YTD)
+- Time range specified → use appropriate granularity
+- Always sort chronologically (oldest to newest)
+- Use timestamp parameters when available
+
+# CRITICAL REMINDERS
+
+1. **Tool Usage Discipline:**
+   - Use tools efficiently - avoid unnecessary calls
+   - Think through parameters before executing
+   - Validate results make sense
+
+2. **Always Apply Filters:**
+   - Use segmentId when relevant
+   - Apply timestamp filters for time-based queries
+   - Use provided parameters as defaults
+
+3. **Focus on the Task:**
+   - Answer the reformulated question directly
+   - Use the tools specified by the router
+   - Be concise and accurate in your response`;
\ No newline at end of file
diff --git a/frontend/lib/chat/prompts/router.ts b/frontend/lib/chat/prompts/router.ts
new file mode 100644
index 00000000..13065396
--- /dev/null
+++ b/frontend/lib/chat/prompts/router.ts
@@ -0,0 +1,73 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable max-len */
+/* eslint-disable vue/max-len */
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+export const routerPrompt = (
+  date: string,
+  projectName: string,
+  pipe: string,
+  parametersString: string,
+  segmentId: string | null,
+  toolsOverview: string
+) => `You are a routing agent that analyzes user questions and determines the appropriate next action. Your job is to evaluate questions and decide whether they can be answered with existing tools, need custom queries, or cannot be answered.
+
+# DATE AND CONTEXT
+Today's date: ${date}
+Current dashboard: Project "${projectName}" using ${pipe} tool with parameters: ${parametersString}
+Segment ID: ${segmentId || "not specified"}
+
+# YOUR ROLE
+You are a ROUTER that decides the next action based on the user's question. You DO NOT execute queries or retrieve data - you only analyze and route.
+
+# AVAILABLE TOOLS
+You can ONLY CALL the tool: list_datasources. Use it to examine available tables and fields when needed.
+
+However, you can SEE the full catalog of tools and their definitions below. Use this knowledge to select which tools should be used by the next agent, but DO NOT attempt to call them yourself.
+
+## Tools Catalog (read-only)
+${toolsOverview}
+
+# ROUTING LOGIC - VALIDATE ANSWERABILITY
+
+**Step 1: Check Existing Tools**
+- Can ${pipe} tool answer this with different parameters?
+- IMPORTANT: Only the parameters listed in the tool's parameters are valid. You cannot add extra parameters.
+  - For example, adding a country code parameter to a tool that doesn't support it is invalid.
+- Can other available tools answer this question?
+- Can a combination of tools provide the answer?
+- If YES to any → Question is VALID, route to "pipes" action
+
+**Step 2: Check Data Sources (only if Step 1 is NO)**
+- Use list_datasources to examine available tables and fields
+- Check if the required fields exist in any data source
+- Pay special attention to the activityRelations_deduplicated_cleaned_ds table
+- If the needed fields exist → Question is VALID, route to "create_query" action
+- If fields don't exist → Question is INVALID, route to "stop" action
+- If the question is referencing a field about contributors/people that we have only for organizations, the question is INVALID
+
+# ROUTING DECISIONS
+- "stop": The question cannot be answered with available data
+- "create_query": Custom SQL query needed using available data sources
+- "pipes": Existing tools can answer the question (specify which tools in the tools array)
+
+# IMPORTANT
+- Always check data availability before routing
+- Be precise in your reasoning
+- Reformulate questions to be clearer and more specific
+- For "pipes" action, always specify which tools should be used
+- NEVER execute the plan. YOUR ONLY JOB IS TO ROUTE AND REFORMAT THE QUESTIONS.
+
+# RESPONSE GUIDELINES
+
+## Reformulated question:
+It must help the following agent to answer the question. You must capture the intent and leave no room for ambiguity.
+You can include things you learned/know, like country codes, timeframes, granularity, etc.
+
+## Reasoning:
+It must be something user-friendly. 
+- If the action is "stop", the reasoning must be something like "I'm unable to answer this question with the available data sources, I am missing access to {DATA, explained in non-technical natural language}. If this looks like a mistake, please contact us."
+- If the action is "create_query", the reasoning must be something like "I'll create a query to answer the question."
+- If the action is "pipes", the reasoning must be something like "I'll use the widgets <tool1> and <tool2> to answer the question."
+`;
\ No newline at end of file
diff --git a/frontend/lib/chat/prompts/text-to-sql.ts b/frontend/lib/chat/prompts/text-to-sql.ts
new file mode 100644
index 00000000..4239fedd
--- /dev/null
+++ b/frontend/lib/chat/prompts/text-to-sql.ts
@@ -0,0 +1,213 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+export const textToSqlPrompt = (
+  date: string,
+  projectName: string,
+  pipe: string,
+  parametersString: string,
+  segmentId: string | null,
+  reformulatedQuestion: string
+) => `
+You are an expert SQL query generator that creates execution plans to answer: "${reformulatedQuestion}"
+
+Think step-by-step through the structured approach below. Be methodical and careful to ensure accuracy.
+
+# DATE AND CONTEXT
+Today's date: ${date}
+Current dashboard: Project "${projectName}" using ${pipe} tool with parameters: ${parametersString}
+Segment ID: ${segmentId || "not specified"}
+
+# YOUR TASK
+
+You must return instructions that describe the SQL query to execute.
+
+**INSTRUCTIONS STRUCTURE**
+Your response must include an "instructions" field with a query string:
+{
+  "instructions": "SELECT ... FROM ... WHERE ..."  // The complete SQL query to execute
+}
+
+# CRITICAL TOOL USAGE RULES
+
+**list_datasources Tool:**
+- Use ONCE at the beginning to understand available tables and schemas
+- Study the schema carefully, noting column names and types
+- Identify which tables contain the data you need
+
+**execute_query Tool:**
+- This is for VALIDATION, not experimentation
+- Build your query carefully and completely BEFORE testing
+- Add LIMIT 5 when validating to check the query works
+- Use the tool to validate your query works
+- If it fails or the results don't answer the question, fix the specific error and test again
+- The returned SQL should be the EXACT tested query (with appropriate LIMIT, not the test LIMIT 5)
+- Put extra effort to get it right the first time to avoid iterations
+
+Remember: Think through the ENTIRE query before testing. Minimize iterations.
+
+# YOUR TASK - STRUCTURED APPROACH
+
+Follow this step-by-step process:
+
+**STEP 1: UNDERSTAND THE QUESTION AND READ SCHEMAS**
+- Analyze what the user is asking for
+- Use list_datasources to see available tables and schemas
+- Study the schema carefully, noting column names and types
+- Identify which tables are relevant based on the query
+- Understand the available tables, columns, and relationships
+
+**STEP 2: BUILD THE COMPLETE QUERY**
+- Design a query that fulfills the user's request
+- Apply ALL query enhancement rules
+- Use Tinybird's ClickHouse SQL syntax
+- ALWAYS filter by segmentId on activityRelations_deduplicated_cleaned_ds when applicable
+- ALWAYS include timestamp filters when querying time-based data
+- Ensure you're using the EXACT table and column names from the schemas
+- Double-check all table/column names match the schema exactly
+- Make sure the query is COMPLETE and CORRECT before proceeding
+
+**STEP 3: VALIDATION**
+- Use execute_query with your complete query (add LIMIT 5 for testing)
+- If it succeeds: Return the query in the instructions with the appropriate LIMIT (not LIMIT 5)
+- If it fails: Fix the specific error and test again
+- Put maximum effort into getting it right the first time
+
+**STEP 4: RETURN INSTRUCTIONS**
+- Create the instructions with your validated SQL query
+- Do not return the data, only the query plan
+- Provide a brief explanation of your query logic
+
+# QUERY ENHANCEMENT RULES
+
+**CORE PRINCIPLES:**
+- For non-timeseries data, cap results at 20 unless explicitly specified
+- Choose the sorting metric that makes the most sense based on the user's question
+- Never return just IDs - always include names or human-readable identifiers
+- Stay as close as possible to the user's request
+- Single value queries should return a single row and skip null or 0 values
+
+**TIMESERIES DATA RULES:**
+- If no time range specified: use year-to-date (YTD) as the default range
+- If user asks for "YTD" or "year-to-date": use the date range from January 1st of the current year to today
+- If time range specified: use appropriate granularity
+- Always sort chronologically (oldest to newest)
+- For trends/evolution queries: likely want cumulative data
+
+**FOLLOW-UP REQUEST CONSISTENCY:**
+- Maintain the same time granularity as previous queries unless explicitly changed
+- Preserve context from earlier queries (e.g., filters, groupings)
+
+# TINYBIRD SQL COMPLETE REFERENCE
+
+## ALLOWED SQL STATEMENTS
+- **ONLY SELECT statements are supported**
+- All SELECT clauses are fully supported: FROM, JOIN, WHERE, GROUP BY, ORDER BY, LIMIT, OFFSET, HAVING, WITH
+- NO INSERT, UPDATE, DELETE, CREATE, DROP, ALTER, or any other DDL/DML statements
+
+## SUPPORTED DATA TYPES
+**Numeric Types:**
+- Integers: Int8, Int16, Int32, Int64, Int128, Int256
+- Unsigned: UInt8, UInt16, UInt32, UInt64, UInt128, UInt256
+- Float: Float32, Float64
+- Decimal: Decimal(P,S), Decimal32(S), Decimal64(S), Decimal128(S), Decimal256(S)
+
+**String Types:**
+- String (variable-length)
+- FixedString(N) (fixed-length)
+
+**Date/Time Types:**
+- Date, Date32
+- DateTime([timezone]), DateTime64(precision, [timezone])
+
+**Other Types:**
+- Bool
+- UUID
+- Array(T)
+- Map(K,V)
+- Nullable(T)
+- LowCardinality(T)
+- JSON (private beta - DO NOT USE)
+
+## AVAILABLE FUNCTIONS
+
+This is an EXHAUSTIVE list of available functions. You should only use functions that are available here:
+
+**Aggregate Functions:**
+count(), avg(), sum(), min(), max(), argMin(), argMax(), any(), anyLast(), 
+stddevPop(), stddevSamp(), varPop(), varSamp(), corr(), covarPop(), covarSamp(),
+groupArray(), groupUniqArray(), groupBitmap(), uniq(), uniqExact(), uniqHLL12(),
+median(), quantile(), quantileExact(), quantileTiming()
+
+**String Functions:**
+length(), empty(), notEmpty(), lower(), upper(), lowerUTF8(), upperUTF8(),
+reverse(), reverseUTF8(), concat(), substring(), substringUTF8(),
+trim(), trimLeft(), trimRight(), trimBoth(), startsWith(), endsWith(),
+replace(), replaceAll(), replaceOne(), position(), positionCaseInsensitive(),
+match(), extract(), extractAll(), like(), notLike(), ilike(), notILike(),
+splitByChar(), splitByString(), arrayStringConcat(), format()
+
+**Date/Time Functions:**
+now(), today(), yesterday(), toYear(), toMonth(), toDayOfMonth(), toDayOfWeek(),
+toHour(), toMinute(), toSecond(), toStartOfYear(), toStartOfMonth(), toStartOfDay(),
+toStartOfHour(), toStartOfMinute(), toMonday(), toDate(), toDateTime(),
+formatDateTime(), dateDiff(), dateAdd(), dateSub(), addDays(), addMonths(),
+addYears(), subtractDays(), subtractMonths(), subtractYears()
+
+**Math Functions:**
+abs(), round(), floor(), ceil(), trunc(), sqrt(), cbrt(), exp(), log(), log2(),
+log10(), sin(), cos(), tan(), asin(), acos(), atan(), pow(), pi(), e(),
+greatest(), least(), max2(), min2()
+
+**Type Conversion Functions:**
+toString(), toInt32(), toInt64(), toUInt32(), toUInt64(), toFloat32(), toFloat64(),
+toDate(), toDateTime(), toDecimal32(), toDecimal64(), toDecimal128(),
+CAST(x AS type)
+
+**Conditional Functions:**
+if(cond, then, else), multiIf(), case when...then...else...end
+
+**Array Functions:**
+length(), empty(), notEmpty(), arrayElement(), has(), hasAll(), hasAny(),
+indexOf(), arrayCount(), arraySum(), arrayAvg(), arrayMin(), arrayMax(),
+arrayUniq(), arrayJoin(), arrayConcat(), arraySlice(), arraySort(), arrayReverse()
+
+**JSON Functions (if table has JSON columns):**
+JSONExtract(), JSONExtractString(), JSONExtractInt(), JSONExtractFloat(),
+JSONExtractBool(), JSONExtractArrayRaw(), JSONHas(), JSONLength()
+
+## CRITICAL CONSTRAINTS
+1. **NO subqueries in FROM clause** - Use JOINs instead
+2. **LIMIT is recommended** - Always include LIMIT unless you need all results
+3. **Aggregations require GROUP BY** - Include all non-aggregate columns
+4. **SETTINGS clause** - Goes at the very end: SETTINGS join_use_nulls = 1
+5. **Table references** - Use database.schema.table format when available
+
+# CRITICAL REMINDERS
+
+1. **Tool Usage Discipline:**
+   - list_datasources: Use ONCE at the beginning
+   - execute_query: Use for validation, minimize iterations
+   - Think through the ENTIRE query before testing
+   - Put maximum effort into getting it right the first time
+
+2. **Always Apply Filters:**
+   - segmentId filter on activityRelations_deduplicated_cleaned_ds when applicable
+   - timestamp filters for time-based queries
+   - Use provided parameters as defaults
+
+3. **Efficiency:**
+   - Build complete, correct queries before testing
+   - Minimize iterations - get it right the first time
+   - Use existing tools when possible
+
+**RESPONSE GUIDELINES**
+- Create a clear SQL query in the instructions
+- Do not return the data from the tools used, only the query plan
+- Provide a brief explanation of your query selection and how it answers the question
+
+IMPORTANT REMINDERS:
+- Use list_datasources ONCE at the beginning
+- Use execute_query for validation with LIMIT 5 (iterate if needed, but minimize iterations)
+- Return the query with appropriate LIMIT in the instructions (not the test LIMIT 5)
+- Build your query completely and correctly BEFORE testing
+- Put MAXIMUM effort into getting it right the first time`;
\ No newline at end of file
diff --git a/frontend/lib/chat/types.ts b/frontend/lib/chat/types.ts
new file mode 100644
index 00000000..86ecbb3e
--- /dev/null
+++ b/frontend/lib/chat/types.ts
@@ -0,0 +1,128 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+/* eslint-disable @typescript-eslint/no-explicit-any */
+import { z } from 'zod';
+
+// ============================================
+// Pipe Instruction Types
+// ============================================
+
+// Schema for individual pipe execution
+export const pipeExecutionSchema = z.object({
+  id: z.string().describe("Unique identifier for referencing this pipe"),
+  name: z.string().describe("Actual pipe name to execute"),
+  inputs: z.record(z.any()).describe("Input parameters for the pipe")
+});
+
+// Schema for output column mapping - either direct mapping or formula
+export const outputColumnSchema = z.discriminatedUnion("type", [
+  // Direct column mapping from a pipe
+  z.object({
+    type: z.literal("direct"),
+    name: z.string().describe("Column name in final output"),
+    pipeId: z.string().describe("Which pipe this column comes from"),
+    sourceColumn: z.string().describe("Original column name from that pipe")
+  }),
+  // Formula column that computes a value from other columns
+  z.object({
+    type: z.literal("formula"),
+    name: z.string().describe("Column name in final output"),
+    formula: z.string().describe("JavaScript expression to compute the value"),
+    dependencies: z.array(z.object({
+      variable: z.string().describe("Variable name to use in formula (e.g., 'a', 'b')"),
+      pipeId: z.string().describe("Which pipe this value comes from"),
+      sourceColumn: z.string().describe("Original column name from that pipe")
+    })).describe("Variables that the formula depends on")
+  })
+]);
+
+// Schema for pipe instructions
+export const pipeInstructionsSchema = z.object({
+  pipes: z.array(pipeExecutionSchema).describe("List of pipes to execute"),
+  output: z.array(outputColumnSchema).describe("Define the final output columns")
+});
+
+// TypeScript types inferred from schemas
+export type PipeExecution = z.infer<typeof pipeExecutionSchema>;
+export type OutputColumn = z.infer<typeof outputColumnSchema>;
+export type PipeInstructions = z.infer<typeof pipeInstructionsSchema>;
+
+// ============================================
+// Text-to-SQL Instruction Types
+// ============================================
+
+// Schema for text-to-SQL instructions
+export const textToSqlInstructionsSchema = z.string();
+
+// TypeScript type for text-to-SQL instructions
+export type TextToSqlInstructions = z.infer<typeof textToSqlInstructionsSchema>;
+
+// ============================================
+// Unified Instructions Type
+// ============================================
+
+// Discriminated union for all instruction types
+export const instructionsSchema = z.discriminatedUnion("type", [
+  z.object({
+    type: z.literal("query"),
+    instructions: textToSqlInstructionsSchema
+  }),
+  z.object({
+    type: z.literal("pipes"),
+    instructions: pipeInstructionsSchema
+  })
+]);
+
+// TypeScript type for unified instructions
+export type Instructions = z.infer<typeof instructionsSchema>;
+
+// ============================================
+// Agent Output Types
+// ============================================
+
+// Router agent output schema
+export const routerOutputSchema = z.object({
+  next_action: z.enum(["stop", "create_query", "pipes"]),
+  reasoning: z.string().describe("Maximum 2 sentences explaining the decision"),
+  reformulated_question: z.string().describe("Enhanced query with all parameters"),
+  tools: z.array(z.string()).describe("Tools needed for next agent")
+});
+
+// Pipe agent output schema
+export const pipeOutputSchema = z.object({
+  explanation: z.string().describe("Brief explanation of why these pipes answer the question"),
+  instructions: pipeInstructionsSchema.describe("Instructions describing how to execute pipes and combine results")
+});
+
+// TypeScript types for agent outputs
+export type RouterOutput = z.infer<typeof routerOutputSchema>;
+export type PipeOutput = z.infer<typeof pipeOutputSchema>;
+
+// ============================================
+// Agent Input Types
+// ============================================
+
+export interface RouterAgentInput {
+  model: any; // Bedrock model instance
+  messages: any[];
+  tools: Record<string, any>;
+  toolsOverview: string;
+  date: string;
+  projectName: string;
+  pipe: string;
+  parametersString: string;
+  segmentId: string | null;
+}
+
+export interface PipeAgentInput {
+  model: any; // Bedrock model instance
+  messages: any[];
+  tools: Record<string, any>; // Filtered pipe tools based on router decision
+  date: string;
+  projectName: string;
+  pipe: string;
+  parametersString: string;
+  segmentId: string | null;
+  reformulatedQuestion: string;
+  toolNames: string[]; // Array of tool names from router
+}
\ No newline at end of file
diff --git a/frontend/nuxt.config.ts b/frontend/nuxt.config.ts
index 883f4719..0eb65fa9 100644
--- a/frontend/nuxt.config.ts
+++ b/frontend/nuxt.config.ts
@@ -32,7 +32,7 @@ export default defineNuxtConfig({
     "@nuxtjs/plausible",
     "@nuxtjs/robots",
   ],
-  plugins: ["~/plugins/vue-query.ts"],
+  plugins: ["~/plugins/vue-query.ts", "~/plugins/auth0.client.ts"],
   css: ["~/assets/styles/main.scss"],
   tailwindcss,
   primevue,
@@ -50,6 +50,9 @@ export default defineNuxtConfig({
       apiBase: "/api",
       appUrl: "http://localhost:3000",
       appEnv: process.env.APP_ENV,
+      auth0Domain: process.env.CROWD_LFX_AUTH0_DOMAIN || "",
+      auth0ClientId: process.env.CROWD_LFX_AUTH0_CLIENT_ID || "",
+      auth0RedirectUri: process.env.CROWD_LFX_AUTH0_REDIRECT_URI || "http://localhost:3000/callback",
     },
   },
   vue: {
diff --git a/frontend/package.json b/frontend/package.json
index ebde9bd2..d7f83b58 100644
--- a/frontend/package.json
+++ b/frontend/package.json
@@ -20,7 +20,12 @@
     "docs:preview": "vitepress preview docs"
   },
   "dependencies": {
+    "@ai-sdk/amazon-bedrock": "^2.2.12",
+    "@ai-sdk/openai": "^2.0.4",
+    "@ai-sdk/vue": "^2.0.5",
+    "@auth0/auth0-vue": "^2.4.0",
     "@linuxfoundation/lfx-ui-core": "^0.0.18",
+    "@modelcontextprotocol/sdk": "^1.16.0",
     "@nuxt/eslint": "^0.7.5",
     "@nuxtjs/plausible": "^1.2.0",
     "@nuxtjs/robots": "^5.2.10",
@@ -30,7 +35,9 @@
     "@tanstack/vue-query": "^5.74.3",
     "@vuelidate/core": "^2.0.3",
     "@vuelidate/validators": "^2.0.4",
+    "ai": "^4.3.19",
     "echarts": "^5.6.0",
+    "extract-first-json": "^2.0.2",
     "html2canvas": "^1.4.1",
     "isomorphic-dompurify": "^2.25.0",
     "lodash-es": "^4.17.21",
@@ -45,7 +52,8 @@
     "slugify": "^1.6.6",
     "vitepress": "^1.6.3",
     "vue": "^3.5.17",
-    "vue-router": "latest"
+    "vue-router": "latest",
+    "zod": "^3.25.76"
   },
   "devDependencies": {
     "@chromatic-com/storybook": "^3.2.4",
diff --git a/frontend/pnpm-lock.yaml b/frontend/pnpm-lock.yaml
index 15c8bbc3..b21bfe93 100644
--- a/frontend/pnpm-lock.yaml
+++ b/frontend/pnpm-lock.yaml
@@ -11,9 +11,24 @@ importers:
 
   .:
     dependencies:
+      '@ai-sdk/amazon-bedrock':
+        specifier: ^2.2.12
+        version: 2.2.12(zod@3.25.76)
+      '@ai-sdk/openai':
+        specifier: ^2.0.4
+        version: 2.0.4(zod@3.25.76)
+      '@ai-sdk/vue':
+        specifier: ^2.0.5
+        version: 2.0.5(vue@3.5.17(typescript@5.8.3))(zod@3.25.76)
+      '@auth0/auth0-vue':
+        specifier: ^2.4.0
+        version: 2.4.0(typescript@5.8.3)(vue-router@4.5.1(vue@3.5.17(typescript@5.8.3)))
       '@linuxfoundation/lfx-ui-core':
         specifier: ^0.0.18
         version: 0.0.18(prettier@3.6.0)
+      '@modelcontextprotocol/sdk':
+        specifier: ^1.16.0
+        version: 1.17.1
       '@nuxt/eslint':
         specifier: ^0.7.5
         version: 0.7.6(@typescript-eslint/utils@8.34.1(eslint@9.29.0(jiti@2.4.2))(typescript@5.8.3))(@vue/compiler-sfc@3.5.17)(eslint-import-resolver-node@0.3.9)(eslint-webpack-plugin@4.2.0(eslint@9.29.0(jiti@2.4.2))(webpack@5.99.9(esbuild@0.25.5)))(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))
@@ -41,9 +56,15 @@ importers:
       '@vuelidate/validators':
         specifier: ^2.0.4
         version: 2.0.4(vue@3.5.17(typescript@5.8.3))
+      ai:
+        specifier: ^4.3.19
+        version: 4.3.19(react@18.3.1)(zod@3.25.76)
       echarts:
         specifier: ^5.6.0
         version: 5.6.0
+      extract-first-json:
+        specifier: ^2.0.2
+        version: 2.0.2
       html2canvas:
         specifier: ^1.4.1
         version: 1.4.1
@@ -58,7 +79,7 @@ importers:
         version: 3.6.1
       nuxt:
         specifier: ^3.15.3
-        version: 3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0)
+        version: 3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0)
       nuxt-gtag:
         specifier: ^3.0.2
         version: 3.0.3(magicast@0.3.5)
@@ -89,6 +110,9 @@ importers:
       vue-router:
         specifier: latest
         version: 4.5.1(vue@3.5.17(typescript@5.8.3))
+      zod:
+        specifier: ^3.25.76
+        version: 3.25.76
     devDependencies:
       '@chromatic-com/storybook':
         specifier: ^3.2.4
@@ -113,7 +137,7 @@ importers:
         version: 4.1.0(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(webpack@5.99.9(esbuild@0.25.5))
       '@nuxtjs/storybook':
         specifier: 8.3.3
-        version: 8.3.3(@types/node@24.0.3)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0))(optionator@0.9.4)(prettier@3.6.0)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)
+        version: 8.3.3(@types/node@24.0.3)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0))(optionator@0.9.4)(prettier@3.6.0)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)
       '@nuxtjs/tailwindcss':
         specifier: ^6.13.1
         version: 6.14.0(magicast@0.3.5)
@@ -231,6 +255,69 @@ packages:
   '@adobe/css-tools@4.4.3':
     resolution: {integrity: sha512-VQKMkwriZbaOgVCby1UDY/LDk5fIjhQicCvVPFqfe+69fWaPWydbWJ3wRt59/YzIwda1I81loas3oCoHxnqvdA==}
 
+  '@ai-sdk/amazon-bedrock@2.2.12':
+    resolution: {integrity: sha512-m8gARnh45pr1s08Uu4J/Pm8913mwJPejPOm59b+kUqMsP9ilhUtH/bp8432Ra/v+vHuMoBrglG2ZvXtctAaH2g==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.0.0
+
+  '@ai-sdk/gateway@1.0.3':
+    resolution: {integrity: sha512-QRGz2vH1WR9NvCv8gWocoebAKiXcuqj22mug6i8COeVsp33x5K5cK2DT4TwiQx5SfYbqJbVoBT+UqnHF7A3PHA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4
+
+  '@ai-sdk/openai@2.0.4':
+    resolution: {integrity: sha512-PnVUFosX2zWk6emiX4SulZrGvGw79YJjh/DgxahpAcBpz71GlQyzVNTFAQx7ycFGLBg/YniJr1M2WJybYZZ3ug==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4
+
+  '@ai-sdk/provider-utils@2.2.8':
+    resolution: {integrity: sha512-fqhG+4sCVv8x7nFzYnFo19ryhAa3w096Kmc3hWxMQfW/TubPOmt3A6tYZhl4mUfQWWQMsuSkLrtjlWuXBVSGQA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.23.8
+
+  '@ai-sdk/provider-utils@3.0.1':
+    resolution: {integrity: sha512-/iP1sKc6UdJgGH98OCly7sWJKv+J9G47PnTjIj40IJMUQKwDrUMyf7zOOfRtPwSuNifYhSoJQ4s1WltI65gJ/g==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4
+
+  '@ai-sdk/provider@1.1.3':
+    resolution: {integrity: sha512-qZMxYJ0qqX/RfnuIaab+zp8UAeJn/ygXXAffR5I4N0n1IrvA6qBsjc8hXLmBiMV2zoXlifkacF7sEFnYnjBcqg==}
+    engines: {node: '>=18'}
+
+  '@ai-sdk/provider@2.0.0':
+    resolution: {integrity: sha512-6o7Y2SeO9vFKB8lArHXehNuusnpddKPk7xqL7T2/b+OvXMRIXUO1rR4wcv1hAFUAT9avGZshty3Wlua/XA7TvA==}
+    engines: {node: '>=18'}
+
+  '@ai-sdk/react@1.2.12':
+    resolution: {integrity: sha512-jK1IZZ22evPZoQW3vlkZ7wvjYGYF+tRBKXtrcolduIkQ/m/sOAVcVeVDUDvh1T91xCnWCdUGCPZg2avZ90mv3g==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      zod: ^3.23.8
+    peerDependenciesMeta:
+      zod:
+        optional: true
+
+  '@ai-sdk/ui-utils@1.2.11':
+    resolution: {integrity: sha512-3zcwCc8ezzFlwp3ZD15wAPjf2Au4s3vAbKsXQVyhxODHcmu0iyPO2Eua6D/vicq/AUm/BAo60r97O6HU+EI0+w==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.23.8
+
+  '@ai-sdk/vue@2.0.5':
+    resolution: {integrity: sha512-pfq/tpCYCaDdkPawa1B+Ru/D1zkW3vE7ea5f4C2fA6sLn6C6uvZUeWywGc6RqtUpPewgrjU5POtSlgGHVKTC2g==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      vue: ^3.3.4
+    peerDependenciesMeta:
+      vue:
+        optional: true
+
   '@algolia/autocomplete-core@1.17.7':
     resolution: {integrity: sha512-BjiPOW6ks90UKl7TwMv7oNQMnzU+t/wk9mgIDi6b1tXpUek7MW0lbNOUHpvam9pe3lVCf4xPFT+lK7s+e+fs7Q==}
 
@@ -321,6 +408,28 @@ packages:
   '@asamuzakjp/css-color@3.2.0':
     resolution: {integrity: sha512-K1A6z8tS3XsmCMM86xoWdn7Fkdn9m6RSVtocUrJYIwZnFVkng/PvkEoWtOWmP+Scc6saYWHWZYbndEEXxl24jw==}
 
+  '@auth0/auth0-spa-js@2.3.0':
+    resolution: {integrity: sha512-zAW6w79UO+G1+3AxboVQIUIZy05xluSOb1ymGg2dqG0pIi0JxEtZGec05BOf2LJ9SehzW4WeCYUQsYD9BjrVpQ==}
+
+  '@auth0/auth0-vue@2.4.0':
+    resolution: {integrity: sha512-12iLvojP8Pvxqu2Abxzksp0HqlSovGiAUhWrppnOaJP02MZEBQo+c/IwM6VbM0edNk+eqqjX5u96iw5peaCPSg==}
+    peerDependencies:
+      vue-router: ^4.0.12
+    peerDependenciesMeta:
+      vue-router:
+        optional: true
+
+  '@aws-crypto/crc32@5.2.0':
+    resolution: {integrity: sha512-nLbCWqQNgUiwwtFsen1AdzAtvuLRsQS8rYgMuxCrdKf9kOssamGLuPwyTY9wyYblNr9+1XM8v6zoDTPPSIeANg==}
+    engines: {node: '>=16.0.0'}
+
+  '@aws-crypto/util@5.2.0':
+    resolution: {integrity: sha512-4RkU9EsI6ZpBve5fseQlGNUWKMa1RLPQ1dnjnQoe07ldfIzcsGb5hC5W0Dm7u423KWzawlrpbjXBrXCEv9zazQ==}
+
+  '@aws-sdk/types@3.862.0':
+    resolution: {integrity: sha512-Bei+RL0cDxxV+lW2UezLbCYYNeJm6Nzee0TpW0FfyTRBhH9C1XQh4+x+IClriXvgBnRquTMMYsmJfvx8iyLKrg==}
+    engines: {node: '>=18.0.0'}
+
   '@babel/code-frame@7.27.1':
     resolution: {integrity: sha512-cjQ7ZlQ0Mv3b47hABuTevyTuYN4i+loJKGeV9flcCgIK37cCXRh+L1bd3iBHlynerhQ7BhCkn2BPbQUL+rGqFg==}
     engines: {node: '>=6.9.0'}
@@ -1267,6 +1376,10 @@ packages:
       '@types/react': '>=16'
       react: '>=16'
 
+  '@modelcontextprotocol/sdk@1.17.1':
+    resolution: {integrity: sha512-CPle1OQehbWqd25La9Ack5B07StKIxh4+Bf19qnpZKJC1oI22Y0czZHbifjw1UoczIfKBwBDAp/dFxvHG13B5A==}
+    engines: {node: '>=18'}
+
   '@napi-rs/wasm-runtime@0.2.11':
     resolution: {integrity: sha512-9DPkXtvHydrcOsopiYpUgPHpmj0HWZKMUnL2dZqpvC42lsratuBG06V5ipyno0fUek5VlFsNQ+AcFATSrJXgMA==}
 
@@ -1474,6 +1587,10 @@ packages:
   '@one-ini/wasm@0.1.1':
     resolution: {integrity: sha512-XuySG1E38YScSJoMlqovLru4KTUNSjgVTIjyh7qMX6aNN5HY5Ct5LhRJdxO79JtTzKfzV/bnWpz+zquYrISsvw==}
 
+  '@opentelemetry/api@1.9.0':
+    resolution: {integrity: sha512-3giAOQvZiH5F9bMlMiv8+GSPMeqg0dbaeo58/0SlA9sxSqZhnUtxzX9/2FzyhS9sWQf5S0GJE0AKBrFqjpeYcg==}
+    engines: {node: '>=8.0.0'}
+
   '@oxc-parser/binding-darwin-arm64@0.72.3':
     resolution: {integrity: sha512-g6wgcfL7At4wHNHutl0NmPZTAju+cUSmSX5WGUMyTJmozRzhx8E9a2KL4rTqNJPwEpbCFrgC29qX9f4fpDnUpA==}
     engines: {node: '>=14.0.0'}
@@ -1938,9 +2055,48 @@ packages:
     resolution: {integrity: sha512-LtoMMhxAlorcGhmFYI+LhPgbPZCkgP6ra1YL604EeF6U98pLlQ3iWIGMdWSC+vWmPBWBNgmDBAhnAobLROJmwg==}
     engines: {node: '>=18'}
 
+  '@smithy/eventstream-codec@4.0.5':
+    resolution: {integrity: sha512-miEUN+nz2UTNoRYRhRqVTJCx7jMeILdAurStT2XoS+mhokkmz1xAPp95DFW9Gxt4iF2VBqpeF9HbTQ3kY1viOA==}
+    engines: {node: '>=18.0.0'}
+
+  '@smithy/is-array-buffer@2.2.0':
+    resolution: {integrity: sha512-GGP3O9QFD24uGeAXYUjwSTXARoqpZykHadOmA8G5vfJPK0/DC67qa//0qvqrJzL1xc8WQWX7/yc7fwudjPHPhA==}
+    engines: {node: '>=14.0.0'}
+
+  '@smithy/is-array-buffer@4.0.0':
+    resolution: {integrity: sha512-saYhF8ZZNoJDTvJBEWgeBccCg+yvp1CX+ed12yORU3NilJScfc6gfch2oVb4QgxZrGUx3/ZJlb+c/dJbyupxlw==}
+    engines: {node: '>=18.0.0'}
+
+  '@smithy/types@4.3.2':
+    resolution: {integrity: sha512-QO4zghLxiQ5W9UZmX2Lo0nta2PuE1sSrXUYDoaB6HMR762C0P7v/HEPHf6ZdglTVssJG1bsrSBxdc3quvDSihw==}
+    engines: {node: '>=18.0.0'}
+
+  '@smithy/util-buffer-from@2.2.0':
+    resolution: {integrity: sha512-IJdWBbTcMQ6DA0gdNhh/BwrLkDR+ADW5Kr1aZmd4k3DIF6ezMV4R2NIAmT08wQJ3yUK82thHWmC/TnK/wpMMIA==}
+    engines: {node: '>=14.0.0'}
+
+  '@smithy/util-buffer-from@4.0.0':
+    resolution: {integrity: sha512-9TOQ7781sZvddgO8nxueKi3+yGvkY35kotA0Y6BWRajAv8jjmigQ1sBwz0UX47pQMYXJPahSKEKYFgt+rXdcug==}
+    engines: {node: '>=18.0.0'}
+
+  '@smithy/util-hex-encoding@4.0.0':
+    resolution: {integrity: sha512-Yk5mLhHtfIgW2W2WQZWSg5kuMZCVbvhFmC7rV4IO2QqnZdbEFPmQnCcGMAX2z/8Qj3B9hYYNjZOhWym+RwhePw==}
+    engines: {node: '>=18.0.0'}
+
+  '@smithy/util-utf8@2.3.0':
+    resolution: {integrity: sha512-R8Rdn8Hy72KKcebgLiv8jQcQkXoLMOGGv5uI1/k0l+snqkOzQ1R0ChUBCxWMlBsFMekWjq0wRudIweFs7sKT5A==}
+    engines: {node: '>=14.0.0'}
+
+  '@smithy/util-utf8@4.0.0':
+    resolution: {integrity: sha512-b+zebfKCfRdgNJDknHCob3O7FpeYQN6ZG6YLExMcasDHsCXlsXCEuiPZeLnJLpwa5dvPetGlnGCiMHuLwGvFow==}
+    engines: {node: '>=18.0.0'}
+
   '@speed-highlight/core@1.2.7':
     resolution: {integrity: sha512-0dxmVj4gxg3Jg879kvFS/msl4s9F3T9UXC1InxgOf7t5NvcPD97u/WTA5vL/IxWHMn7qSxBozqrnnE2wvl1m8g==}
 
+  '@standard-schema/spec@1.0.0':
+    resolution: {integrity: sha512-m2bOd0f2RT9k8QJx1JN85cZYyH1RqFBdlwtkSlf4tBDYLCiiZnv1fIIwacK6cqwXavOydf0NPToMQgpKq+dVlA==}
+
   '@storybook-vue/nuxt@8.3.3':
     resolution: {integrity: sha512-+/JE0Mg0uKgeKHPyLru8K609yqw4PDaaiiW54PdRWLwDBG0vrXlREP6+6ecyhQjPgTSG5o4ftw/2+rU7x8LtOQ==}
     engines: {node: '>=18.0.0'}
@@ -2200,6 +2356,9 @@ packages:
   '@types/deep-eql@4.0.2':
     resolution: {integrity: sha512-c9h9dVVMigMPc4bwTvC5dxqtqJZwQPePsWjPlpSOnojbor6pGqdk541lfA7AqFQr5pB1BRdq0juY9db81BwyFw==}
 
+  '@types/diff-match-patch@1.0.36':
+    resolution: {integrity: sha512-xFdR6tkm0MWvBfO8xXCSsinYxHcqkQUlcHeSpMC2ukzOb6lwQAfDmW+Qt0AvlGd8HpsS28qKsB+oPeJn9I39jg==}
+
   '@types/eslint-scope@3.7.7':
     resolution: {integrity: sha512-MzMFlSLBqNF2gcHWO0G1vP/YQyfvrxZ0bF+u7mzUdZ1/xK4A4sru+nraZz5i3iEIk1l1uyicaDVTB4QbbEkAYg==}
 
@@ -2878,6 +3037,10 @@ packages:
     resolution: {integrity: sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==}
     engines: {node: '>= 0.6'}
 
+  accepts@2.0.0:
+    resolution: {integrity: sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==}
+    engines: {node: '>= 0.6'}
+
   acorn-import-attributes@1.9.5:
     resolution: {integrity: sha512-n02Vykv5uA3eHGM/Z2dQrcD56kL8TyDb2p1+0P83PClMnC/nc+anbQRhIOWnSq4Ke/KvDPrY3C9hDtC/A3eHnQ==}
     peerDependencies:
@@ -2902,6 +3065,22 @@ packages:
     resolution: {integrity: sha512-jRR5wdylq8CkOe6hei19GGZnxM6rBGwFl3Bg0YItGDimvjGtAvdZk4Pu6Cl4u4Igsws4a1fd1Vq3ezrhn4KmFw==}
     engines: {node: '>= 14'}
 
+  ai@4.3.19:
+    resolution: {integrity: sha512-dIE2bfNpqHN3r6IINp9znguYdhIOheKW2LDigAMrgt/upT3B8eBGPSCblENvaZGoq+hxaN9fSMzjWpbqloP+7Q==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      zod: ^3.23.8
+    peerDependenciesMeta:
+      react:
+        optional: true
+
+  ai@5.0.5:
+    resolution: {integrity: sha512-NPQ8Yv4lR7o/1rM+HQ0JT18zKxVFy/DrFDpvxlBQqmemSwsf3FlLNTK0asWXo9YtDAc0BOFL/y4kB56Hffi4yg==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4
+
   ajv-formats@2.1.1:
     resolution: {integrity: sha512-Wx0Kx52hxE7C18hkMEggYlEifqWZtYaRgouJor+WMdPnQyEK13vgEWyVNup7SoeeoLMsr4kf5h6dOW11I15MUA==}
     peerDependencies:
@@ -3071,6 +3250,9 @@ packages:
     resolution: {integrity: sha512-wvUjBtSGN7+7SjNpq/9M2Tg350UZD3q62IFZLbRAR1bSMlCo1ZaeW+BJ+D090e4hIIZLBcTDWe4Mh4jvUDajzQ==}
     engines: {node: '>= 0.4'}
 
+  aws4fetch@1.0.20:
+    resolution: {integrity: sha512-/djoAN709iY65ETD6LKCtyyEI04XIBP5xVvfmNxsEP0uJB5tyaGBztSryRr4HqMStr9R06PisQE7m9zDTXKu6g==}
+
   b4a@1.6.7:
     resolution: {integrity: sha512-OnAYlL5b7LEkALw87fUVafQw5rVR9RjwGd4KUwNQ6DrrNmaVaUCgLipfVlzrPQ4tWOR9P0IXGNOx50jYCCdSJg==}
 
@@ -3105,6 +3287,10 @@ packages:
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     resolution: {integrity: sha512-5IdNxTyhXHv2UlgnPHQ0h+5ypVmkrYHzL8QT+DwFZ//2N/oNV8Ch+BCRmTJ3x6/z9Axo/cXYBc9eprsUVK/Jsg==}
 
+  body-parser@2.2.0:
+    resolution: {integrity: sha512-02qvAaxv8tp7fBa/mw1ga98OGm+eCbqzJOKoRt70sLmfEEi+jyBYVTDGfCL/k06/4EMk/z01gCe7HoCH/f2LTg==}
+    engines: {node: '>=18'}
+
   boolbase@1.0.0:
     resolution: {integrity: sha512-JZOSA7Mo9sNGB8+UjSgzdLtokWAky1zbztM3WRLCbZ70/3cTANmQmOdR7y2g+J0e2WXywy1yS468tY+IruqEww==}
 
@@ -3159,6 +3345,10 @@ packages:
     peerDependencies:
       esbuild: '>=0.18'
 
+  bytes@3.1.2:
+    resolution: {integrity: sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==}
+    engines: {node: '>= 0.8'}
+
   c12@3.0.4:
     resolution: {integrity: sha512-t5FaZTYbbCtvxuZq9xxIruYydrAGsJ+8UdP0pZzMiK2xl/gNiSOy0OxhLzHUEEb0m1QXYqfzfvyIFEmz/g9lqg==}
     peerDependencies:
@@ -3408,6 +3598,10 @@ packages:
     resolution: {integrity: sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==}
     engines: {node: '>= 0.6'}
 
+  content-disposition@1.0.0:
+    resolution: {integrity: sha512-Au9nRL8VNUut/XSzbQA38+M78dzP4D+eqg3gfJHMIHHYa3bg067xj1KxMUWj+VULbiZMowKngFFbKczUrNJ1mg==}
+    engines: {node: '>= 0.6'}
+
   content-type@1.0.5:
     resolution: {integrity: sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==}
     engines: {node: '>= 0.6'}
@@ -3421,6 +3615,14 @@ packages:
   cookie-es@2.0.0:
     resolution: {integrity: sha512-RAj4E421UYRgqokKUmotqAwuplYw15qtdXfY+hGzgCJ/MBjCVZcSoHK/kH9kocfjRjcDME7IiDWR/1WX1TM2Pg==}
 
+  cookie-signature@1.2.2:
+    resolution: {integrity: sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==}
+    engines: {node: '>=6.6.0'}
+
+  cookie@0.7.2:
+    resolution: {integrity: sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==}
+    engines: {node: '>= 0.6'}
+
   cookie@1.0.2:
     resolution: {integrity: sha512-9Kr/j4O16ISv8zBBhJoi4bXOYNTkFLOqSL3UDB0njXxCXNezjeyVrJyGOWtgfs/q2km1gwBcfH8q1yEGoMYunA==}
     engines: {node: '>=18'}
@@ -3443,6 +3645,10 @@ packages:
   core-util-is@1.0.3:
     resolution: {integrity: sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ==}
 
+  cors@2.8.5:
+    resolution: {integrity: sha512-KIHbLJqu73RGr/hnbrO9uBeixNGuvSQjul/jdFvS/KFSIH1hWVd1ng7zOHx+YrEfInLG7q4n6GHQ9cDtxv/P6g==}
+    engines: {node: '>= 0.10'}
+
   crc-32@1.2.2:
     resolution: {integrity: sha512-ROmzCKrTnOwybPcJApAA6WBWij23HVfGVNKqqrZpuyZOHqK2CwHSvpGuyt/UNNvaIjEd8X5IFGp4Mh+Ie1IHJQ==}
     engines: {node: '>=0.8'}
@@ -3725,6 +3931,9 @@ packages:
   didyoumean@1.2.2:
     resolution: {integrity: sha512-gxtyfqMg7GKyhQmb056K7M3xszy/myH8w+B4RT+QXBQsvAOdc3XymqDDPHx1BgPgsdAA5SIifona89YtRATDzw==}
 
+  diff-match-patch@1.0.5:
+    resolution: {integrity: sha512-IayShXAgj/QMXgB0IWmKx+rOPuGMhqm5w6jvFxmVenXKIzRqTAAsbBPT3kWQeGANj3jGgvcvv4yK6SxqYmikgw==}
+
   diff@8.0.2:
     resolution: {integrity: sha512-sSuxWU5j5SR9QQji/o2qMvqRNYRDOcBTgsJ/DeCf4iSN4gW+gNMXM7wFIP+fdXZxoNiAnHUTGjCr+TSWXdRDKg==}
     engines: {node: '>=0.3.1'}
@@ -4245,6 +4454,14 @@ packages:
     resolution: {integrity: sha512-mQw+2fkQbALzQ7V0MY0IqdnXNOeTtP4r0lN9z7AAawCXgqea7bDii20AYrIBrFd/Hx0M2Ocz6S111CaFkUcb0Q==}
     engines: {node: '>=0.8.x'}
 
+  eventsource-parser@3.0.3:
+    resolution: {integrity: sha512-nVpZkTMM9rF6AQ9gPJpFsNAMt48wIzB5TQgiTLdHiuO8XEDhUgZEhqKlZWXbIzo9VmJ/HvysHqEaVeD5v9TPvA==}
+    engines: {node: '>=20.0.0'}
+
+  eventsource@3.0.7:
+    resolution: {integrity: sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==}
+    engines: {node: '>=18.0.0'}
+
   execa@7.2.0:
     resolution: {integrity: sha512-UduyVP7TLB5IcAQl+OzLyLcS/l32W/GLg+AhHJ+ow40FOk2U3SAllPwR44v4vmdFwIWqpdwxxpQbF1n5ta9seA==}
     engines: {node: ^14.18.0 || ^16.14.0 || >=18.0.0}
@@ -4257,12 +4474,26 @@ packages:
     resolution: {integrity: sha512-/kP8CAwxzLVEeFrMm4kMmy4CCDlpipyA7MYLVrdJIkV0fYF0UaigQHRsxHiuY/GEea+bh4KSv3TIlgr+2UL6bw==}
     engines: {node: '>=12.0.0'}
 
+  express-rate-limit@7.5.1:
+    resolution: {integrity: sha512-7iN8iPMDzOMHPUYllBEsQdWVB6fPDMPqwjBaFrgr4Jgr/+okjvzAy+UHlYYL/Vs0OsOrMkwS6PJDkFlJwoxUnw==}
+    engines: {node: '>= 16'}
+    peerDependencies:
+      express: '>= 4.11'
+
+  express@5.1.0:
+    resolution: {integrity: sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA==}
+    engines: {node: '>= 18'}
+
   exsolve@1.0.7:
     resolution: {integrity: sha512-VO5fQUzZtI6C+vx4w/4BWJpg3s/5l+6pRQEHzFRM8WFi4XffSP1Z+4qi7GbjWbvRQEbdIco5mIMq+zX4rPuLrw==}
 
   externality@1.0.2:
     resolution: {integrity: sha512-LyExtJWKxtgVzmgtEHyQtLFpw1KFhQphF9nTG8TpAIVkiI/xQ3FJh75tRFLYl4hkn7BNIIdLJInuDAavX35pMw==}
 
+  extract-first-json@2.0.2:
+    resolution: {integrity: sha512-QApuPo1dfpndAkUgD6co4VVM9lQczlzHPEBE6afDA4BwXvqSRqp/vYRBEo1yLJ91cOa0Z566+UDpCo+6Gq52LQ==}
+    engines: {node: ^14.13.1 || >=16.0.0}
+
   extract-zip@2.0.1:
     resolution: {integrity: sha512-GDhU9ntwuKyGXdZBUgTIe+vXnWj0fppUEtMDL0+idd5Sta8TGpHssn/eusA9mrPr9qNDym6SxAYZjNvCn/9RBg==}
     engines: {node: '>= 10.17.0'}
@@ -4337,6 +4568,10 @@ packages:
     resolution: {integrity: sha512-xdMtCAODmPloU9qtmPcdBV9Kd27NtMse+4ayThxqIHUES5Z2S6bGpap5PpdmNM56ub7y3i1eyr+vJJIIgWGKmA==}
     engines: {node: '>=18'}
 
+  finalhandler@2.1.0:
+    resolution: {integrity: sha512-/t88Ty3d5JWQbWYgaOGCCYfXRwV1+be02WqYYlL6h0lEiUAMPM8o8qKGO01YIkOHzka2up08wvgYD0mDiI+q3Q==}
+    engines: {node: '>= 0.8'}
+
   find-package-json@1.2.0:
     resolution: {integrity: sha512-+SOGcLGYDJHtyqHd87ysBhmaeQ95oWspDKnMXBrnQ9Eq4OkLNqejgoaD8xVWu6GPa0B6roa6KinCMEMcVeqONw==}
 
@@ -4381,6 +4616,10 @@ packages:
     resolution: {integrity: sha512-buewHzMvYL29jdeQTVILecSaZKnt/RJWjoZCF5OW60Z67/GmSLBkOFM7qh1PI3zFNtJbaZL5eQu1vLfazOwj4g==}
     engines: {node: '>=12.20.0'}
 
+  forwarded@0.2.0:
+    resolution: {integrity: sha512-buRG0fpBtRHSTCOASe6hD258tEubFoRLb4ZNA6NxMVHNw2gOcwHo9wyablzMzOA5z9xA9L1KNjk/Nt6MT9aYow==}
+    engines: {node: '>= 0.6'}
+
   fraction.js@4.3.7:
     resolution: {integrity: sha512-ZsDfxO51wGAXREY55a7la9LScWpwv9RxIrYABrlvOFBlH/ShPnrtsXeuUIfXKKOVicNxQ+o8JTbJvjS4M89yew==}
 
@@ -4717,6 +4956,10 @@ packages:
     resolution: {integrity: sha512-UxC0Yv1Y4WRJiGQxQkP0hfdL0/5/6YvdfOOClRgJ0qppSarkhneSa6UvkMkms0AkdGimSH3Ikqm+6mkMmX7vGA==}
     engines: {node: '>=12.22.0'}
 
+  ipaddr.js@1.9.1:
+    resolution: {integrity: sha512-0KI/607xoxSToH7GjN1FfSbLoU0+btTicjsQSWQlh/hZykN8KpmMf7uYwPW3R+akZ6R/w18ZlXSHBYXiYUPO3g==}
+    engines: {node: '>= 0.10'}
+
   iron-webcrypto@1.2.1:
     resolution: {integrity: sha512-feOM6FaSr6rEABp/eDfVseKyTMDt+KGpeB35SkVn9Tyn0CqvVsY3EwI0v5i8nMHyJnzCIQf7nsy3p41TPkJZhg==}
 
@@ -4856,6 +5099,9 @@ packages:
   is-promise@2.2.2:
     resolution: {integrity: sha512-+lP4/6lKUBfQjZ2pdxThZvLUAafmZb8OAxFb8XXtiQmS35INgr85hdOGoEs124ez1FCnZJt6jau/T+alh58QFQ==}
 
+  is-promise@4.0.0:
+    resolution: {integrity: sha512-hvpoI6korhJMnej285dSg6nu1+e6uxs7zG3BYAm5byqDsgJNWwxzM6z6iZiAgQR4TJ30JmBTOwqZUw3WlyH3AQ==}
+
   is-reference@1.2.1:
     resolution: {integrity: sha512-U82MsXXiFIrjCK4otLT+o2NA2Cd2g5MLoOVXUZjIOhLurrRxpEXzI8O0KZHr3IjLvlAH1kTPYSuqer5T9ZVBKQ==}
 
@@ -4929,6 +5175,10 @@ packages:
     resolution: {integrity: sha512-UcVfVfaK4Sc4m7X3dUSoHoozQGBEFeDC+zVo06t98xe8CzHSZZBekNXH+tu0NalHolcJ/QAGqS46Hef7QXBIMw==}
     engines: {node: '>=16'}
 
+  is-zod@1.0.0:
+    resolution: {integrity: sha512-4oD+C0gj1bQN7fhc4NNELdnIUSzpHQfQiwWjl3V42/J7JZMhRyzKzvbjl+EyWm5Khj+KfsNw9hhQDPLoZBWJIg==}
+    engines: {node: ^14.13.1 || >=16.0.0}
+
   is64bit@2.0.0:
     resolution: {integrity: sha512-jv+8jaWCl0g2lSBkNSVXdzfBA0npK1HGC2KtWM9FumFRoGS94g3NbCCLVnCYHLjp4GrW2KZeeSTMo5ddtznmGw==}
     engines: {node: '>=18'}
@@ -5032,6 +5282,9 @@ packages:
   json-schema-traverse@1.0.0:
     resolution: {integrity: sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==}
 
+  json-schema@0.4.0:
+    resolution: {integrity: sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA==}
+
   json-stable-stringify-without-jsonify@1.0.1:
     resolution: {integrity: sha512-Bdboy+l7tA3OGW6FjyFHWkP5LuByj1Tk33Ljyq0axyzdk9//JSi2u3fP1QSmd1KNwq6VOKYGlAu87CisVir6Pw==}
 
@@ -5048,6 +5301,11 @@ packages:
     engines: {node: '>=6'}
     hasBin: true
 
+  jsondiffpatch@0.6.0:
+    resolution: {integrity: sha512-3QItJOXp2AP1uv7waBkao5nCvhEv+QmJAd38Ybq7wNI74Q+BBmnLn4EDKz6yI9xGAIQoUF87qHt+kc1IVxB4zQ==}
+    engines: {node: ^18.0.0 || >=20.0.0}
+    hasBin: true
+
   jsonfile@6.1.0:
     resolution: {integrity: sha512-5dgndWOriYSm5cnYaJNhalLNDKOqFwyDB/rr1E9ZsGciGvKPs8R2xYGCacuf3z6K1YKDz182fd+fY3cn3pMqXQ==}
 
@@ -5269,9 +5527,17 @@ packages:
     resolution: {integrity: sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==}
     engines: {node: '>= 0.6'}
 
+  media-typer@1.1.0:
+    resolution: {integrity: sha512-aisnrDP4GNe06UcKFnV5bfMNPBUw4jsLGaWwWfnH3v02GnBuXX2MCVn5RbrWo0j3pczUilYblq7fQ7Nw2t5XKw==}
+    engines: {node: '>= 0.8'}
+
   memoizerific@1.11.3:
     resolution: {integrity: sha512-/EuHYwAPdLtXwAwSZkh/Gutery6pD2KYd44oQLhAvQp/50mpyduZh8Q7PYHXTCJ+wuXxt7oij2LXyIJOOYFPog==}
 
+  merge-descriptors@2.0.0:
+    resolution: {integrity: sha512-Snk314V5ayFLhp3fkUREub6WtjBfPdCPY1Ln8/8munuLuiYhsABgBVWsozAG+MWMbVEvcdcpbi9R7ww22l9Q3g==}
+    engines: {node: '>=18'}
+
   merge-options@3.0.4:
     resolution: {integrity: sha512-2Sug1+knBjkaMsMgf1ctR1Ujx+Ayku4EdJN4Z+C2+JzoeF7A3OZ9KM2GY0CpQS51NR61LTurMJrRKPhSs3ZRTQ==}
     engines: {node: '>=10'}
@@ -5441,6 +5707,10 @@ packages:
     resolution: {integrity: sha512-+EUsqGPLsM+j/zdChZjsnX51g4XrHFOIXwfnCVPGlQk/k5giakcKsuxCObBRu6DSm9opw/O6slWbJdghQM4bBg==}
     engines: {node: '>= 0.6'}
 
+  negotiator@1.0.0:
+    resolution: {integrity: sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg==}
+    engines: {node: '>= 0.6'}
+
   neo-async@2.6.2:
     resolution: {integrity: sha512-Yd3UES5mWCSqR+qNT93S3UoYUkqAZ9lLg8a7g9rimsWmYGK8cVToA4/sF3RrshdyV3sAGMXVUmpMYOw+dLpOuw==}
 
@@ -5729,6 +5999,10 @@ packages:
   parse-imports-exports@0.2.4:
     resolution: {integrity: sha512-4s6vd6dx1AotCx/RCI2m7t7GCh5bDRUtGNvRfHSP2wbBQdMi67pPe7mtzmgwcaQ8VKK/6IB7Glfyu3qdZJPybQ==}
 
+  parse-json-object@3.0.1:
+    resolution: {integrity: sha512-AmlodydoVEwH8XYRh42HTbNhz5L2JsswSC0hIsRK5TTpaBQuKw81hy+Qg7EvADaVOBNs29AySV2RWEl/6HDGqw==}
+    engines: {node: ^14.13.1 || >=16.0.0}
+
   parse-json@5.2.0:
     resolution: {integrity: sha512-ayCKvm/phCGxOkYRSCM82iDwct8/EonSEgCSxWxD7ve6jHggsFl4fZVQBPRNgQoKiuV/odhFrGzQXZwbifC8Rg==}
     engines: {node: '>=8'}
@@ -5787,6 +6061,10 @@ packages:
   path-to-regexp@6.3.0:
     resolution: {integrity: sha512-Yhpw4T9C6hPpgPeA28us07OJeqZ5EzQTkbfwuhsUg0c237RomFoETJgmp2sa3F/41gfLE6G5cqcYwznmeEeOlQ==}
 
+  path-to-regexp@8.2.0:
+    resolution: {integrity: sha512-TdrF7fW9Rphjq4RjrW0Kp2AW0Ahwu9sRGTkS6bvDi0SCwZlEZYmcfDbEsTz8RVk0EHIS/Vd1bv3JhG+1xZuAyQ==}
+    engines: {node: '>=16'}
+
   path-type@4.0.0:
     resolution: {integrity: sha512-gDKb8aZMDeD/tZWs9P6+q0J9Mwkdl6xMV8TjnGP3qJVJ06bdMgkbBlLU8IdfOsIsFz2BW1rNVT3XuNEl8zPAvw==}
     engines: {node: '>=8'}
@@ -5844,6 +6122,10 @@ packages:
     resolution: {integrity: sha512-TfySrs/5nm8fQJDcBDuUng3VOUKsd7S+zqvbOTiGXHfxX4wK31ard+hoNuvkicM/2YFzlpDgABOevKSsB4G/FA==}
     engines: {node: '>= 6'}
 
+  pkce-challenge@5.0.0:
+    resolution: {integrity: sha512-ueGLflrrnvwB3xuo/uGob5pd5FN7l0MsLf0Z87o/UQmRtwjvfylfc9MurIxRAWywCYTgrvpXBcqjV4OfCYGCIQ==}
+    engines: {node: '>=16.20.0'}
+
   pkg-types@1.3.1:
     resolution: {integrity: sha512-/Jm5M4RvtBFVkKWRu2BLUTNP8/M2a+UwuAX+ae4770q1qVGtfjG+WTCupoZixokjmHiry8uI+dlY8KXYV5HVVQ==}
 
@@ -6141,6 +6423,10 @@ packages:
   protocols@2.0.2:
     resolution: {integrity: sha512-hHVTzba3wboROl0/aWRRG9dMytgH6ow//STBZh43l/wQgmMhYhOFi0EHWAPtoCz9IAUymsyP0TSBHkhgMEGNnQ==}
 
+  proxy-addr@2.0.7:
+    resolution: {integrity: sha512-llQsMLSUDUPT44jdrU/O37qlnifitDP+ZwrmmZcoSKyLKvtZxpyV0n2/bD/N4tBAAZ/gJEdZU7KMraoK1+XYAg==}
+    engines: {node: '>= 0.10'}
+
   pug-attrs@3.0.0:
     resolution: {integrity: sha512-azINV9dUtzPMFQktvTXciNAfAuVh/L/JCl0vtPCwvOA21uZrC08K/UnmrL+SXGEVc1FwzjW62+xw5S/uaLj6cA==}
 
@@ -6207,6 +6493,10 @@ packages:
     resolution: {integrity: sha512-Hrgsx+orqoygnmhFbKaHE6c296J+HTAQXoxEF6gNupROmmGJRoyzfG3ccAveqCBrwr/2yxQ5BVd/GTl5agOwSg==}
     engines: {node: '>= 0.6'}
 
+  raw-body@3.0.0:
+    resolution: {integrity: sha512-RmkhL8CAyCRPXCE28MMH0z2PNWQBNk2Q09ZdxM9IOOXwxwZbN+qbWaatPkdkWIKL2ZVDImrN/pK5HTRz2PcS4g==}
+    engines: {node: '>= 0.8'}
+
   rc9@2.1.2:
     resolution: {integrity: sha512-btXCnMmRIBINM2LDZoEmOogIZU7Qe7zn4BpomSKZ/ykbLObuBdvG+mFq11DL6fjH1DRwHhrlgtYWG96bJiC7Cg==}
 
@@ -6291,6 +6581,10 @@ packages:
     resolution: {integrity: sha512-DJnGAeenTdpMEH6uAJRK/uiyEIH9WVsUmoLwzudwGJUwZPp80PDBWPHXSAGNPwNvIXAbe7MSUB1zQFugFml66A==}
     engines: {node: '>=4'}
 
+  reduce-first@2.0.0:
+    resolution: {integrity: sha512-Z2QkpBmbXCUFXTuNVJqMK0IVAiakhT5lcaq3CEyxcZPQTMRPAAvPuS4RTbavaVmR5OO7GFEzpsuFMvPqU4wlIg==}
+    engines: {node: ^14.13.1 || >=16.0.0}
+
   refa@0.12.1:
     resolution: {integrity: sha512-J8rn6v4DBb2nnFqkqwy6/NnTYMcgLA+sLr0iIO41qpv0n+ngb7ksag2tMRl0inb1bbO/esUwzW1vbJi7K0sI0g==}
     engines: {node: ^12.0.0 || ^14.0.0 || >=16.0.0}
@@ -6421,6 +6715,10 @@ packages:
     engines: {node: '>=18.0.0', npm: '>=8.0.0'}
     hasBin: true
 
+  router@2.2.0:
+    resolution: {integrity: sha512-nLTrUKm2UyiL7rlhapu/Zl45FwNgkZGaCpZbIHajDYgwlJCOzLSk+cIPAnsEqV955GjILJnKbdQC1nVPz+gAYQ==}
+    engines: {node: '>= 18'}
+
   rrweb-cssom@0.8.0:
     resolution: {integrity: sha512-guoltQEx+9aMf2gDZ0s62EcV8lsXR+0w8915TC3ITdn2YueuNjdAYh/levpU9nFaoChh9RUS5ZdQMrKfVEN9tw==}
 
@@ -6589,6 +6887,9 @@ packages:
   search-insights@2.17.3:
     resolution: {integrity: sha512-RQPdCYTa8A68uM2jwxoY842xDhvx3E5LFL1LxvxCNMev4o5mLuokczhzjAgGwUZBAmOKZknArSxLKmXtIi2AxQ==}
 
+  secure-json-parse@2.7.0:
+    resolution: {integrity: sha512-6aU+Rwsezw7VR8/nyvKTx8QpWH9FrcYiXXlqC4z5d5XQBDRqtbfsRjnwGyqbi3gddNtWHuEk9OANUotL26qKUw==}
+
   semver@5.7.2:
     resolution: {integrity: sha512-cBznnQ9KjJqU67B52RMC65CMarK2600WFnbkcaiwWq3xy/5haFJlshgnpjovMVJ+Hff49d8GEn0b87C5pDQ10g==}
     hasBin: true
@@ -6907,6 +7208,16 @@ packages:
     engines: {node: '>=14.0.0'}
     hasBin: true
 
+  swr@2.3.4:
+    resolution: {integrity: sha512-bYd2lrhc+VarcpkgWclcUi92wYCpOgMws9Sd1hG1ntAu0NEy+14CbotuFjshBU2kt9rYj9TSmDcybpxpeTU1fg==}
+    peerDependencies:
+      react: ^16.11.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+
+  swrv@1.1.0:
+    resolution: {integrity: sha512-pjllRDr2s0iTwiE5Isvip51dZGR7GjLH1gCSVyE8bQnbAx6xackXsFdojau+1O5u98yHF5V73HQGOFxKUXO9gQ==}
+    peerDependencies:
+      vue: '>=3.2.26 < 4'
+
   symbol-tree@3.2.4:
     resolution: {integrity: sha512-9QNk5KwDF+Bvz+PyObkmSYjI5ksVUYtjW7AU22r2NKcfLJcXp96hkDWU3+XndOsUb+AQ9QhfzfCT2O+CNWT5Tw==}
 
@@ -6992,6 +7303,10 @@ packages:
   thenify@3.3.1:
     resolution: {integrity: sha512-RVZSIV5IG10Hk3enotrhvz0T9em6cyHBLkH/YAZuKqd8hRkKhSfCGIcP2KUY0EPxndzANBmNllzWPwak+bheSw==}
 
+  throttleit@2.1.0:
+    resolution: {integrity: sha512-nt6AMGKW1p/70DF/hGBdJB57B8Tspmbp5gfJ8ilhLnt7kkr2ye7hzD6NVG8GGErk2HWF34igrL2CXmNIkzKqKw==}
+    engines: {node: '>=18'}
+
   tiny-invariant@1.3.3:
     resolution: {integrity: sha512-+FbBPE1o9QAYvviau/qC5SE3caw21q3xkvWKBtja5vgqOWIHHJ3ioaq1VPfn/Szqctz2bU/oYeKd9/z5BL+PVg==}
 
@@ -7140,6 +7455,10 @@ packages:
     resolution: {integrity: sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==}
     engines: {node: '>= 0.6'}
 
+  type-is@2.0.1:
+    resolution: {integrity: sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==}
+    engines: {node: '>= 0.6'}
+
   typed-array-buffer@1.0.3:
     resolution: {integrity: sha512-nAYYwfY3qnzX30IkA6AQZjVbtK6duGontcQm1WSG1MD94YLqK0515GNApXkoxKOWMusVssAHWLh9SeaoefYFGw==}
     engines: {node: '>= 0.4'}
@@ -7156,6 +7475,10 @@ packages:
     resolution: {integrity: sha512-3KS2b+kL7fsuk/eJZ7EQdnEmQoaho/r6KUef7hxvltNA5DR8NAUM+8wJMbJyZ4G9/7i3v5zPBIMN5aybAh2/Jg==}
     engines: {node: '>= 0.4'}
 
+  types-json@4.0.1:
+    resolution: {integrity: sha512-9+AppL1qvC55sW478UnNxTzoaB4m7atMQ5jTNih35BWrNcdNtBZELfferS0ON8jypALgTVeVehaFsVJCPM4dgw==}
+    engines: {node: ^14.13.1 || >=16.0.0}
+
   typescript-eslint@8.34.1:
     resolution: {integrity: sha512-XjS+b6Vg9oT1BaIUfkW3M3LvqZE++rbzAMEHuccCfO/YkP43ha6w3jTEMilQxMF92nVOYCcdjv1ZUhAa1D/0ow==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
@@ -7232,6 +7555,10 @@ packages:
     resolution: {integrity: sha512-6bc58dPYhCMHHuwxldQxO3RRNZ4eCogZ/st++0+fcC1nr0jiGUtAdBJ2qzmLQWSxbtz42pWt4QQMiZ9HvZf5cg==}
     engines: {node: '>=0.10.0'}
 
+  unpipe@1.0.0:
+    resolution: {integrity: sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==}
+    engines: {node: '>= 0.8'}
+
   unplugin-utils@0.2.4:
     resolution: {integrity: sha512-8U/MtpkPkkk3Atewj1+RcKIjb5WBimZ/WSLhhR3w6SsIj8XJuKTacSP8g+2JhfSGw0Cb125Y+2zA/IzJZDVbhA==}
     engines: {node: '>=18.12.0'}
@@ -7356,6 +7683,11 @@ packages:
   urlpattern-polyfill@8.0.2:
     resolution: {integrity: sha512-Qp95D4TPJl1kC9SKigDcqgyM2VDVO4RiJc2d4qe5GrYm+zbIQCWWKAFaJNQ4BhdFeDGwBmAxqJBwWSJDb9T3BQ==}
 
+  use-sync-external-store@1.5.0:
+    resolution: {integrity: sha512-Rb46I4cGGVBmjamjphe8L/UnvJD+uPPtTkNvX5mZgqdbavhI4EbgIWJiIHXJ8bc/i9EQGPRh4DwEURJ552Do0A==}
+    peerDependencies:
+      react: ^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+
   util-deprecate@1.0.2:
     resolution: {integrity: sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==}
 
@@ -7853,8 +8185,13 @@ packages:
     resolution: {integrity: sha512-zK7YHHz4ZXpW89AHXUPbQVGKI7uvkd3hzusTdotCg1UxyaVtg0zFJSTfW/Dq5f7OBBVnq6cZIaC8Ti4hb6dtCA==}
     engines: {node: '>= 14'}
 
-  zod@3.25.67:
-    resolution: {integrity: sha512-idA2YXwpCdqUSKRCACDE6ItZD9TZzy3OZMtpfLoh6oPR47lipysRrJfjzMqFxQ3uJuUPyUeWe1r9vLH33xO/Qw==}
+  zod-to-json-schema@3.24.6:
+    resolution: {integrity: sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==}
+    peerDependencies:
+      zod: ^3.24.1
+
+  zod@3.25.76:
+    resolution: {integrity: sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==}
 
   zrender@5.6.1:
     resolution: {integrity: sha512-OFXkDJKcrlx5su2XbzJvj/34Q3m6PvyCZkVPHGYpcCJ52ek4U/ymZyfuV1nKE23AyBJ51E/6Yr0mhZ7xGTO4ag==}
@@ -7866,6 +8203,77 @@ snapshots:
 
   '@adobe/css-tools@4.4.3': {}
 
+  '@ai-sdk/amazon-bedrock@2.2.12(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76)
+      '@smithy/eventstream-codec': 4.0.5
+      '@smithy/util-utf8': 4.0.0
+      aws4fetch: 1.0.20
+      zod: 3.25.76
+
+  '@ai-sdk/gateway@1.0.3(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 2.0.0
+      '@ai-sdk/provider-utils': 3.0.1(zod@3.25.76)
+      zod: 3.25.76
+
+  '@ai-sdk/openai@2.0.4(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 2.0.0
+      '@ai-sdk/provider-utils': 3.0.1(zod@3.25.76)
+      zod: 3.25.76
+
+  '@ai-sdk/provider-utils@2.2.8(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      nanoid: 3.3.11
+      secure-json-parse: 2.7.0
+      zod: 3.25.76
+
+  '@ai-sdk/provider-utils@3.0.1(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 2.0.0
+      '@standard-schema/spec': 1.0.0
+      eventsource-parser: 3.0.3
+      zod: 3.25.76
+      zod-to-json-schema: 3.24.6(zod@3.25.76)
+
+  '@ai-sdk/provider@1.1.3':
+    dependencies:
+      json-schema: 0.4.0
+
+  '@ai-sdk/provider@2.0.0':
+    dependencies:
+      json-schema: 0.4.0
+
+  '@ai-sdk/react@1.2.12(react@18.3.1)(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76)
+      '@ai-sdk/ui-utils': 1.2.11(zod@3.25.76)
+      react: 18.3.1
+      swr: 2.3.4(react@18.3.1)
+      throttleit: 2.1.0
+    optionalDependencies:
+      zod: 3.25.76
+
+  '@ai-sdk/ui-utils@1.2.11(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76)
+      zod: 3.25.76
+      zod-to-json-schema: 3.24.6(zod@3.25.76)
+
+  '@ai-sdk/vue@2.0.5(vue@3.5.17(typescript@5.8.3))(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider-utils': 3.0.1(zod@3.25.76)
+      ai: 5.0.5(zod@3.25.76)
+      swrv: 1.1.0(vue@3.5.17(typescript@5.8.3))
+    optionalDependencies:
+      vue: 3.5.17(typescript@5.8.3)
+    transitivePeerDependencies:
+      - zod
+
   '@algolia/autocomplete-core@1.17.7(@algolia/client-search@5.29.0)(algoliasearch@5.29.0)(search-insights@2.17.3)':
     dependencies:
       '@algolia/autocomplete-plugin-algolia-insights': 1.17.7(@algolia/client-search@5.29.0)(algoliasearch@5.29.0)(search-insights@2.17.3)
@@ -7997,6 +8405,34 @@ snapshots:
       '@csstools/css-tokenizer': 3.0.4
       lru-cache: 10.4.3
 
+  '@auth0/auth0-spa-js@2.3.0': {}
+
+  '@auth0/auth0-vue@2.4.0(typescript@5.8.3)(vue-router@4.5.1(vue@3.5.17(typescript@5.8.3)))':
+    dependencies:
+      '@auth0/auth0-spa-js': 2.3.0
+      vue: 3.5.17(typescript@5.8.3)
+    optionalDependencies:
+      vue-router: 4.5.1(vue@3.5.17(typescript@5.8.3))
+    transitivePeerDependencies:
+      - typescript
+
+  '@aws-crypto/crc32@5.2.0':
+    dependencies:
+      '@aws-crypto/util': 5.2.0
+      '@aws-sdk/types': 3.862.0
+      tslib: 2.8.1
+
+  '@aws-crypto/util@5.2.0':
+    dependencies:
+      '@aws-sdk/types': 3.862.0
+      '@smithy/util-utf8': 2.3.0
+      tslib: 2.8.1
+
+  '@aws-sdk/types@3.862.0':
+    dependencies:
+      '@smithy/types': 4.3.2
+      tslib: 2.8.1
+
   '@babel/code-frame@7.27.1':
     dependencies:
       '@babel/helper-validator-identifier': 7.27.1
@@ -8783,6 +9219,23 @@ snapshots:
       '@types/react': 18.3.23
       react: 18.3.1
 
+  '@modelcontextprotocol/sdk@1.17.1':
+    dependencies:
+      ajv: 6.12.6
+      content-type: 1.0.5
+      cors: 2.8.5
+      cross-spawn: 7.0.6
+      eventsource: 3.0.7
+      eventsource-parser: 3.0.3
+      express: 5.1.0
+      express-rate-limit: 7.5.1(express@5.1.0)
+      pkce-challenge: 5.0.0
+      raw-body: 3.0.0
+      zod: 3.25.76
+      zod-to-json-schema: 3.24.6(zod@3.25.76)
+    transitivePeerDependencies:
+      - supports-color
+
   '@napi-rs/wasm-runtime@0.2.11':
     dependencies:
       '@emnapi/core': 1.4.3
@@ -8872,7 +9325,7 @@ snapshots:
       unixify: 1.0.0
       urlpattern-polyfill: 8.0.2
       yargs: 17.7.2
-      zod: 3.25.67
+      zod: 3.25.76
     transitivePeerDependencies:
       - encoding
       - rollup
@@ -9306,11 +9759,11 @@ snapshots:
       - magicast
       - vue
 
-  '@nuxtjs/storybook@8.3.3(@types/node@24.0.3)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0))(optionator@0.9.4)(prettier@3.6.0)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)':
+  '@nuxtjs/storybook@8.3.3(@types/node@24.0.3)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0))(optionator@0.9.4)(prettier@3.6.0)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)':
     dependencies:
       '@nuxt/devtools-kit': 1.7.0(magicast@0.3.5)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))
       '@nuxt/kit': 3.17.5(magicast@0.3.5)
-      '@storybook-vue/nuxt': 8.3.3(@types/node@24.0.3)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0))(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(storybook@8.4.7(prettier@3.6.0))(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)
+      '@storybook-vue/nuxt': 8.3.3(@types/node@24.0.3)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0))(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(storybook@8.4.7(prettier@3.6.0))(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)
       '@storybook/core-common': 8.4.7(storybook@8.4.7(prettier@3.6.0))
       '@storybook/core-server': 8.4.7(storybook@8.4.7(prettier@3.6.0))
       chalk: 5.4.1
@@ -9375,6 +9828,8 @@ snapshots:
 
   '@one-ini/wasm@0.1.1': {}
 
+  '@opentelemetry/api@1.9.0': {}
+
   '@oxc-parser/binding-darwin-arm64@0.72.3':
     optional: true
 
@@ -9748,9 +10203,54 @@ snapshots:
 
   '@sindresorhus/merge-streams@2.3.0': {}
 
+  '@smithy/eventstream-codec@4.0.5':
+    dependencies:
+      '@aws-crypto/crc32': 5.2.0
+      '@smithy/types': 4.3.2
+      '@smithy/util-hex-encoding': 4.0.0
+      tslib: 2.8.1
+
+  '@smithy/is-array-buffer@2.2.0':
+    dependencies:
+      tslib: 2.8.1
+
+  '@smithy/is-array-buffer@4.0.0':
+    dependencies:
+      tslib: 2.8.1
+
+  '@smithy/types@4.3.2':
+    dependencies:
+      tslib: 2.8.1
+
+  '@smithy/util-buffer-from@2.2.0':
+    dependencies:
+      '@smithy/is-array-buffer': 2.2.0
+      tslib: 2.8.1
+
+  '@smithy/util-buffer-from@4.0.0':
+    dependencies:
+      '@smithy/is-array-buffer': 4.0.0
+      tslib: 2.8.1
+
+  '@smithy/util-hex-encoding@4.0.0':
+    dependencies:
+      tslib: 2.8.1
+
+  '@smithy/util-utf8@2.3.0':
+    dependencies:
+      '@smithy/util-buffer-from': 2.2.0
+      tslib: 2.8.1
+
+  '@smithy/util-utf8@4.0.0':
+    dependencies:
+      '@smithy/util-buffer-from': 4.0.0
+      tslib: 2.8.1
+
   '@speed-highlight/core@1.2.7': {}
 
-  '@storybook-vue/nuxt@8.3.3(@types/node@24.0.3)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0))(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(storybook@8.4.7(prettier@3.6.0))(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)':
+  '@standard-schema/spec@1.0.0': {}
+
+  '@storybook-vue/nuxt@8.3.3(@types/node@24.0.3)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0))(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(storybook@8.4.7(prettier@3.6.0))(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)':
     dependencies:
       '@nuxt/kit': 3.17.5(magicast@0.3.5)
       '@nuxt/schema': 3.17.5
@@ -9761,7 +10261,7 @@ snapshots:
       '@storybook/vue3-vite': 8.4.7(storybook@8.4.7(prettier@3.6.0))(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(vue@3.5.17(typescript@5.8.3))
       json-stable-stringify: 1.3.0
       mlly: 1.7.4
-      nuxt: 3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0)
+      nuxt: 3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0)
       ofetch: 1.4.1
       pathe: 1.1.2
       unctx: 2.4.1
@@ -10128,6 +10628,8 @@ snapshots:
 
   '@types/deep-eql@4.0.2': {}
 
+  '@types/diff-match-patch@1.0.36': {}
+
   '@types/eslint-scope@3.7.7':
     dependencies:
       '@types/eslint': 9.6.1
@@ -10985,6 +11487,11 @@ snapshots:
       mime-types: 2.1.35
       negotiator: 0.6.3
 
+  accepts@2.0.0:
+    dependencies:
+      mime-types: 3.0.1
+      negotiator: 1.0.0
+
   acorn-import-attributes@1.9.5(acorn@8.15.0):
     dependencies:
       acorn: 8.15.0
@@ -10999,6 +11506,26 @@ snapshots:
 
   agent-base@7.1.3: {}
 
+  ai@4.3.19(react@18.3.1)(zod@3.25.76):
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76)
+      '@ai-sdk/react': 1.2.12(react@18.3.1)(zod@3.25.76)
+      '@ai-sdk/ui-utils': 1.2.11(zod@3.25.76)
+      '@opentelemetry/api': 1.9.0
+      jsondiffpatch: 0.6.0
+      zod: 3.25.76
+    optionalDependencies:
+      react: 18.3.1
+
+  ai@5.0.5(zod@3.25.76):
+    dependencies:
+      '@ai-sdk/gateway': 1.0.3(zod@3.25.76)
+      '@ai-sdk/provider': 2.0.0
+      '@ai-sdk/provider-utils': 3.0.1(zod@3.25.76)
+      '@opentelemetry/api': 1.9.0
+      zod: 3.25.76
+
   ajv-formats@2.1.1(ajv@8.17.1):
     optionalDependencies:
       ajv: 8.17.1
@@ -11195,6 +11722,8 @@ snapshots:
     dependencies:
       possible-typed-array-names: 1.1.0
 
+  aws4fetch@1.0.20: {}
+
   b4a@1.6.7: {}
 
   babel-walk@3.0.0-canary-5:
@@ -11222,6 +11751,20 @@ snapshots:
 
   birpc@2.4.0: {}
 
+  body-parser@2.2.0:
+    dependencies:
+      bytes: 3.1.2
+      content-type: 1.0.5
+      debug: 4.4.1
+      http-errors: 2.0.0
+      iconv-lite: 0.6.3
+      on-finished: 2.4.1
+      qs: 6.14.0
+      raw-body: 3.0.0
+      type-is: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   boolbase@1.0.0: {}
 
   brace-expansion@1.1.12:
@@ -11274,6 +11817,8 @@ snapshots:
       esbuild: 0.25.5
       load-tsconfig: 0.2.5
 
+  bytes@3.1.2: {}
+
   c12@3.0.4(magicast@0.3.5):
     dependencies:
       chokidar: 4.0.3
@@ -11513,6 +12058,10 @@ snapshots:
     dependencies:
       safe-buffer: 5.2.1
 
+  content-disposition@1.0.0:
+    dependencies:
+      safe-buffer: 5.2.1
+
   content-type@1.0.5: {}
 
   convert-source-map@2.0.0: {}
@@ -11521,6 +12070,10 @@ snapshots:
 
   cookie-es@2.0.0: {}
 
+  cookie-signature@1.2.2: {}
+
+  cookie@0.7.2: {}
+
   cookie@1.0.2: {}
 
   cookies@0.9.1:
@@ -11543,6 +12096,11 @@ snapshots:
 
   core-util-is@1.0.3: {}
 
+  cors@2.8.5:
+    dependencies:
+      object-assign: 4.1.1
+      vary: 1.1.2
+
   crc-32@1.2.2: {}
 
   crc32-stream@6.0.0:
@@ -11811,6 +12369,8 @@ snapshots:
 
   didyoumean@1.2.2: {}
 
+  diff-match-patch@1.0.5: {}
+
   diff@8.0.2: {}
 
   dir-glob@3.0.1:
@@ -12572,6 +13132,12 @@ snapshots:
 
   events@3.3.0: {}
 
+  eventsource-parser@3.0.3: {}
+
+  eventsource@3.0.7:
+    dependencies:
+      eventsource-parser: 3.0.3
+
   execa@7.2.0:
     dependencies:
       cross-spawn: 7.0.6
@@ -12598,6 +13164,42 @@ snapshots:
 
   expect-type@1.2.1: {}
 
+  express-rate-limit@7.5.1(express@5.1.0):
+    dependencies:
+      express: 5.1.0
+
+  express@5.1.0:
+    dependencies:
+      accepts: 2.0.0
+      body-parser: 2.2.0
+      content-disposition: 1.0.0
+      content-type: 1.0.5
+      cookie: 0.7.2
+      cookie-signature: 1.2.2
+      debug: 4.4.1
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      finalhandler: 2.1.0
+      fresh: 2.0.0
+      http-errors: 2.0.0
+      merge-descriptors: 2.0.0
+      mime-types: 3.0.1
+      on-finished: 2.4.1
+      once: 1.4.0
+      parseurl: 1.3.3
+      proxy-addr: 2.0.7
+      qs: 6.14.0
+      range-parser: 1.2.1
+      router: 2.2.0
+      send: 1.2.0
+      serve-static: 2.2.0
+      statuses: 2.0.2
+      type-is: 2.0.1
+      vary: 1.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   exsolve@1.0.7: {}
 
   externality@1.0.2:
@@ -12607,6 +13209,11 @@ snapshots:
       pathe: 1.1.2
       ufo: 1.6.1
 
+  extract-first-json@2.0.2:
+    dependencies:
+      parse-json-object: 3.0.1
+      reduce-first: 2.0.0
+
   extract-zip@2.0.1:
     dependencies:
       debug: 4.4.1
@@ -12674,6 +13281,17 @@ snapshots:
 
   filter-obj@6.1.0: {}
 
+  finalhandler@2.1.0:
+    dependencies:
+      debug: 4.4.1
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      statuses: 2.0.2
+    transitivePeerDependencies:
+      - supports-color
+
   find-package-json@1.2.0: {}
 
   find-up-simple@1.0.1: {}
@@ -12720,6 +13338,8 @@ snapshots:
     dependencies:
       fetch-blob: 3.2.0
 
+  forwarded@0.2.0: {}
+
   fraction.js@4.3.7: {}
 
   fresh@0.5.2: {}
@@ -13093,6 +13713,8 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  ipaddr.js@1.9.1: {}
+
   iron-webcrypto@1.2.1: {}
 
   is-arguments@1.2.0:
@@ -13220,6 +13842,8 @@ snapshots:
 
   is-promise@2.2.2: {}
 
+  is-promise@4.0.0: {}
+
   is-reference@1.2.1:
     dependencies:
       '@types/estree': 1.0.8
@@ -13287,6 +13911,10 @@ snapshots:
     dependencies:
       is-inside-container: 1.0.0
 
+  is-zod@1.0.0:
+    dependencies:
+      zod: 3.25.76
+
   is64bit@2.0.0:
     dependencies:
       system-architecture: 0.1.0
@@ -13407,6 +14035,8 @@ snapshots:
 
   json-schema-traverse@1.0.0: {}
 
+  json-schema@0.4.0: {}
+
   json-stable-stringify-without-jsonify@1.0.1: {}
 
   json-stable-stringify@1.3.0:
@@ -13423,6 +14053,12 @@ snapshots:
 
   json5@2.2.3: {}
 
+  jsondiffpatch@0.6.0:
+    dependencies:
+      '@types/diff-match-patch': 1.0.36
+      chalk: 5.4.1
+      diff-match-patch: 1.0.5
+
   jsonfile@6.1.0:
     dependencies:
       universalify: 2.0.1
@@ -13694,10 +14330,14 @@ snapshots:
 
   media-typer@0.3.0: {}
 
+  media-typer@1.1.0: {}
+
   memoizerific@1.11.3:
     dependencies:
       map-or-similar: 1.5.0
 
+  merge-descriptors@2.0.0: {}
+
   merge-options@3.0.4:
     dependencies:
       is-plain-obj: 2.1.0
@@ -13830,6 +14470,8 @@ snapshots:
 
   negotiator@0.6.3: {}
 
+  negotiator@1.0.0: {}
+
   neo-async@2.6.2: {}
 
   netlify@13.3.5:
@@ -13841,7 +14483,7 @@ snapshots:
       p-wait-for: 5.0.2
       qs: 6.14.0
 
-  nitropack@2.11.12:
+  nitropack@2.11.12(aws4fetch@1.0.20):
     dependencies:
       '@cloudflare/kv-asset-handler': 0.4.0
       '@netlify/functions': 3.1.10(rollup@4.44.0)
@@ -13909,7 +14551,7 @@ snapshots:
       unenv: 2.0.0-rc.17
       unimport: 5.0.1
       unplugin-utils: 0.2.4
-      unstorage: 1.16.0(db0@0.3.2)(ioredis@5.6.1)
+      unstorage: 1.16.0(aws4fetch@1.0.20)(db0@0.3.2)(ioredis@5.6.1)
       untyped: 2.0.0
       unwasm: 0.3.9
       youch: 4.1.0-beta.8
@@ -14051,7 +14693,7 @@ snapshots:
       - magicast
       - vue
 
-  nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0):
+  nuxt@3.17.5(@parcel/watcher@2.5.1)(@types/node@24.0.3)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.44.0)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.3)(sass-embedded@1.89.2)(sass@1.89.2)(terser@5.43.1))(yaml@2.8.0):
     dependencies:
       '@nuxt/cli': 3.25.1(magicast@0.3.5)
       '@nuxt/devalue': 2.0.2
@@ -14086,7 +14728,7 @@ snapshots:
       mlly: 1.7.4
       mocked-exports: 0.1.1
       nanotar: 0.2.0
-      nitropack: 2.11.12
+      nitropack: 2.11.12(aws4fetch@1.0.20)
       nypm: 0.6.0
       ofetch: 1.4.1
       ohash: 2.0.11
@@ -14108,7 +14750,7 @@ snapshots:
       unimport: 5.0.1
       unplugin: 2.3.5
       unplugin-vue-router: 0.12.0(vue-router@4.5.1(vue@3.5.17(typescript@5.8.3)))(vue@3.5.17(typescript@5.8.3))
-      unstorage: 1.16.0(db0@0.3.2)(ioredis@5.6.1)
+      unstorage: 1.16.0(aws4fetch@1.0.20)(db0@0.3.2)(ioredis@5.6.1)
       untyped: 2.0.0
       vue: 3.5.17(typescript@5.8.3)
       vue-bundle-renderer: 2.1.1
@@ -14361,6 +15003,11 @@ snapshots:
     dependencies:
       parse-statements: 1.0.11
 
+  parse-json-object@3.0.1:
+    dependencies:
+      is-zod: 1.0.0
+      types-json: 4.0.1
+
   parse-json@5.2.0:
     dependencies:
       '@babel/code-frame': 7.27.1
@@ -14412,6 +15059,8 @@ snapshots:
 
   path-to-regexp@6.3.0: {}
 
+  path-to-regexp@8.2.0: {}
+
   path-type@4.0.0: {}
 
   path-type@6.0.0: {}
@@ -14445,6 +15094,8 @@ snapshots:
 
   pirates@4.0.7: {}
 
+  pkce-challenge@5.0.0: {}
+
   pkg-types@1.3.1:
     dependencies:
       confbox: 0.1.8
@@ -14744,6 +15395,11 @@ snapshots:
 
   protocols@2.0.2: {}
 
+  proxy-addr@2.0.7:
+    dependencies:
+      forwarded: 0.2.0
+      ipaddr.js: 1.9.1
+
   pug-attrs@3.0.0:
     dependencies:
       constantinople: 4.0.1
@@ -14836,6 +15492,13 @@ snapshots:
 
   range-parser@1.2.1: {}
 
+  raw-body@3.0.0:
+    dependencies:
+      bytes: 3.1.2
+      http-errors: 2.0.0
+      iconv-lite: 0.6.3
+      unpipe: 1.0.0
+
   rc9@2.1.2:
     dependencies:
       defu: 6.1.4
@@ -14947,6 +15610,8 @@ snapshots:
     dependencies:
       redis-errors: 1.2.0
 
+  reduce-first@2.0.0: {}
+
   refa@0.12.1:
     dependencies:
       '@eslint-community/regexpp': 4.12.1
@@ -15090,6 +15755,16 @@ snapshots:
       '@rollup/rollup-win32-x64-msvc': 4.44.0
       fsevents: 2.3.3
 
+  router@2.2.0:
+    dependencies:
+      debug: 4.4.1
+      depd: 2.0.0
+      is-promise: 4.0.0
+      parseurl: 1.3.3
+      path-to-regexp: 8.2.0
+    transitivePeerDependencies:
+      - supports-color
+
   rrweb-cssom@0.8.0: {}
 
   run-applescript@7.0.0: {}
@@ -15242,6 +15917,8 @@ snapshots:
 
   search-insights@2.17.3: {}
 
+  secure-json-parse@2.7.0: {}
+
   semver@5.7.2: {}
 
   semver@6.3.1: {}
@@ -15627,6 +16304,16 @@ snapshots:
       csso: 5.0.5
       picocolors: 1.1.1
 
+  swr@2.3.4(react@18.3.1):
+    dependencies:
+      dequal: 2.0.3
+      react: 18.3.1
+      use-sync-external-store: 1.5.0(react@18.3.1)
+
+  swrv@1.1.0(vue@3.5.17(typescript@5.8.3)):
+    dependencies:
+      vue: 3.5.17(typescript@5.8.3)
+
   symbol-tree@3.2.4: {}
 
   sync-child-process@1.0.2:
@@ -15741,6 +16428,8 @@ snapshots:
     dependencies:
       any-promise: 1.3.0
 
+  throttleit@2.1.0: {}
+
   tiny-invariant@1.3.3: {}
 
   tinybench@2.9.0: {}
@@ -15848,6 +16537,12 @@ snapshots:
       media-typer: 0.3.0
       mime-types: 2.1.35
 
+  type-is@2.0.1:
+    dependencies:
+      content-type: 1.0.5
+      media-typer: 1.1.0
+      mime-types: 3.0.1
+
   typed-array-buffer@1.0.3:
     dependencies:
       call-bound: 1.0.4
@@ -15881,6 +16576,11 @@ snapshots:
       possible-typed-array-names: 1.1.0
       reflect.getprototypeof: 1.0.10
 
+  types-json@4.0.1:
+    dependencies:
+      is-zod: 1.0.0
+      zod: 3.25.76
+
   typescript-eslint@8.34.1(eslint@9.29.0(jiti@2.4.2))(typescript@5.8.3):
     dependencies:
       '@typescript-eslint/eslint-plugin': 8.34.1(@typescript-eslint/parser@8.34.1(eslint@9.29.0(jiti@2.4.2))(typescript@5.8.3))(eslint@9.29.0(jiti@2.4.2))(typescript@5.8.3)
@@ -15994,6 +16694,8 @@ snapshots:
     dependencies:
       normalize-path: 2.1.1
 
+  unpipe@1.0.0: {}
+
   unplugin-utils@0.2.4:
     dependencies:
       pathe: 2.0.3
@@ -16073,7 +16775,7 @@ snapshots:
       '@unrs/resolver-binding-win32-ia32-msvc': 1.9.1
       '@unrs/resolver-binding-win32-x64-msvc': 1.9.1
 
-  unstorage@1.16.0(db0@0.3.2)(ioredis@5.6.1):
+  unstorage@1.16.0(aws4fetch@1.0.20)(db0@0.3.2)(ioredis@5.6.1):
     dependencies:
       anymatch: 3.1.3
       chokidar: 4.0.3
@@ -16084,6 +16786,7 @@ snapshots:
       ofetch: 1.4.1
       ufo: 1.6.1
     optionalDependencies:
+      aws4fetch: 1.0.20
       db0: 0.3.2
       ioredis: 5.6.1
 
@@ -16126,6 +16829,10 @@ snapshots:
 
   urlpattern-polyfill@8.0.2: {}
 
+  use-sync-external-store@1.5.0(react@18.3.1):
+    dependencies:
+      react: 18.3.1
+
   util-deprecate@1.0.2: {}
 
   util@0.12.5:
@@ -16721,7 +17428,11 @@ snapshots:
       compress-commons: 6.0.2
       readable-stream: 4.7.0
 
-  zod@3.25.67: {}
+  zod-to-json-schema@3.24.6(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
+
+  zod@3.25.76: {}
 
   zrender@5.6.1:
     dependencies:
diff --git a/frontend/server/api/chat.ts b/frontend/server/api/chat.ts
new file mode 100644
index 00000000..275d6684
--- /dev/null
+++ b/frontend/server/api/chat.ts
@@ -0,0 +1,35 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import { streamingAgentRequestHandler } from '../../lib/chat/data-copilot';
+
+export const maxDuration = 30;
+
+interface IStreamRequestBody { 
+    messages: any[];
+    segmentId?: string;
+    projectName?: string;
+    pipe: string;
+    parameters?: Record<string, any>;
+}
+
+export default defineEventHandler(async (event): Promise<any | Error> => {
+    try {
+    const { messages, segmentId, projectName, pipe, parameters } = await readBody<IStreamRequestBody>(event);
+
+    if (!pipe) {
+      return createError({statusCode: 400, statusMessage: 'Pipe is required'});
+    }
+    return await streamingAgentRequestHandler({
+      messages,
+      segmentId,
+      projectName,
+      pipe,
+      parameters,
+    });
+  } catch (error) {
+    return createError({statusCode: 500, statusMessage:  error instanceof Error ? error.message : 'An error occurred processing your request'});
+  }
+
+});
+
+
diff --git a/frontend/server/api/chat/chart.ts b/frontend/server/api/chat/chart.ts
new file mode 100644
index 00000000..8343a057
--- /dev/null
+++ b/frontend/server/api/chat/chart.ts
@@ -0,0 +1,61 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import {  generateChartConfig, modifyChartConfig  } from '../../../lib/chat/chart/generator';
+import {  Result, Config  } from '../../../lib/chat/chart/types';
+
+export const maxDuration = 30;
+
+interface IChartRequestBody { 
+    results: Result[];
+    userQuery?: string;
+    currentConfig?: Config;
+    instructions: string;
+}
+
+export default defineEventHandler(async (event): Promise<any | Error> => {
+try {
+    const { results, userQuery, currentConfig, instructions } = await readBody<IChartRequestBody>(event);
+
+    if (!results || !Array.isArray(results)) {
+      return createError({statusCode: 400, statusMessage: 'Results array is required'});
+
+    }
+
+    // If we have a current config and instructions, this is a modification request
+    if (currentConfig && instructions) {
+      const updatedConfig = await modifyChartConfig(
+        currentConfig as Config,
+        results as Result[],
+        instructions
+      );
+
+      return {
+        success: true,
+        config: updatedConfig,
+        isModification: true,
+      };
+    }
+
+    // Otherwise, generate a new chart config
+    if (!userQuery) {
+      return createError({statusCode: 400, statusMessage: 'User query is required for chart generation'});
+    }
+
+    const chartGeneration = await generateChartConfig(
+      results as Result[],
+      userQuery
+    );
+
+    return {
+      success: true,
+      isMetric: chartGeneration.isMetric,
+      config: chartGeneration.config,
+      isModification: false,
+    };
+  } catch (error: any) {
+    console.error("Chart generation/modification error:", error);
+      return createError({statusCode: 500, statusMessage: 'Failed to process chart request'});
+  }
+});
+
+
diff --git a/frontend/server/api/chat/stream.ts b/frontend/server/api/chat/stream.ts
new file mode 100644
index 00000000..764f5607
--- /dev/null
+++ b/frontend/server/api/chat/stream.ts
@@ -0,0 +1,37 @@
+// Copyright (c) 2025 The Linux Foundation and each contributor.
+// SPDX-License-Identifier: MIT
+import { streamingAgentRequestHandler } from '../../../lib/chat/data-copilot';
+
+export const maxDuration = 30;
+
+interface IStreamRequestBody { 
+    messages: any[];
+    segmentId?: string;
+    projectName?: string;
+    pipe: string;
+    parameters?: Record<string, any>;
+}
+
+export default defineEventHandler(async (event): Promise<any | Error> => {
+    try {
+    const { messages, segmentId, projectName, pipe, parameters } = await readBody<IStreamRequestBody>(event);
+
+
+    if (!pipe) {
+      return createError({statusCode: 400, statusMessage: 'Pipe is required'});
+    }
+
+    return await streamingAgentRequestHandler({
+      messages,
+      segmentId,
+      projectName,
+      pipe,
+      parameters,
+    });
+  } catch (error) {
+    return createError({statusCode: 500, statusMessage:  error instanceof Error ? error.message : 'An error occurred processing your request'});
+  }
+
+});
+
+
diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json
index 8355d81e..52622464 100644
--- a/frontend/tsconfig.json
+++ b/frontend/tsconfig.json
@@ -8,6 +8,7 @@
   "include": [
     "app/**/*.ts",
     "app/**/*.vue",
+    "lib/**/*.ts",
     "shims-vue.d.ts"
   ],
   "compilerOptions": {
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 605e0418..d16b513d 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -20,9 +20,15 @@ importers:
 
   frontend:
     dependencies:
+      '@ai-sdk/amazon-bedrock':
+        specifier: ^2.2.12
+        version: 2.2.12(zod@3.25.76)
       '@linuxfoundation/lfx-ui-core':
         specifier: ^0.0.18
         version: 0.0.18(prettier@3.6.0)
+      '@modelcontextprotocol/sdk':
+        specifier: ^1.16.0
+        version: 1.17.1
       '@nuxt/eslint':
         specifier: ^0.7.5
         version: 0.7.6(@typescript-eslint/utils@8.33.0(eslint@9.29.0(jiti@2.4.2))(typescript@5.8.3))(@vue/compiler-sfc@3.5.16)(eslint-import-resolver-node@0.3.9)(eslint-webpack-plugin@4.2.0(eslint@9.29.0(jiti@2.4.2))(webpack@5.99.9(esbuild@0.25.5)))(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))
@@ -50,6 +56,9 @@ importers:
       '@vuelidate/validators':
         specifier: ^2.0.4
         version: 2.0.4(vue@3.5.17(typescript@5.8.3))
+      ai:
+        specifier: ^4.3.19
+        version: 4.3.19(react@18.3.1)(zod@3.25.76)
       echarts:
         specifier: ^5.6.0
         version: 5.6.0
@@ -67,7 +76,7 @@ importers:
         version: 3.6.1
       nuxt:
         specifier: ^3.15.3
-        version: 3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0)
+        version: 3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0)
       nuxt-gtag:
         specifier: ^3.0.2
         version: 3.0.2(magicast@0.3.5)
@@ -98,6 +107,9 @@ importers:
       vue-router:
         specifier: latest
         version: 4.5.1(vue@3.5.17(typescript@5.8.3))
+      zod:
+        specifier: ^3.25.76
+        version: 3.25.76
     devDependencies:
       '@chromatic-com/storybook':
         specifier: ^3.2.4
@@ -122,7 +134,7 @@ importers:
         version: 4.1.0(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(webpack@5.99.9(esbuild@0.25.5))
       '@nuxtjs/storybook':
         specifier: 8.3.3
-        version: 8.3.3(@types/node@24.0.10)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0))(optionator@0.9.4)(prettier@3.6.0)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)
+        version: 8.3.3(@types/node@24.0.10)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0))(optionator@0.9.4)(prettier@3.6.0)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)
       '@nuxtjs/tailwindcss':
         specifier: ^6.13.1
         version: 6.14.0(magicast@0.3.5)
@@ -349,22 +361,6 @@ importers:
         specifier: ^5.6.3
         version: 5.8.3
 
-  submodules/crowd.dev/services/libs/audit-logs:
-    dependencies:
-      '@crowd/data-access-layer':
-        specifier: workspace:*
-        version: link:../data-access-layer
-      deep-object-diff:
-        specifier: ^1.1.9
-        version: 1.1.9
-    devDependencies:
-      '@types/node':
-        specifier: ^18.16.3
-        version: 18.19.110
-      typescript:
-        specifier: ^5.6.3
-        version: 5.8.3
-
   submodules/crowd.dev/services/libs/common:
     dependencies:
       '@crowd/types':
@@ -602,37 +598,6 @@ importers:
         specifier: ^5.6.3
         version: 5.8.3
 
-  submodules/crowd.dev/services/libs/nango:
-    dependencies:
-      '@crowd/common':
-        specifier: workspace:*
-        version: link:../common
-      '@crowd/logging':
-        specifier: workspace:*
-        version: link:../logging
-      '@crowd/types':
-        specifier: workspace:*
-        version: link:../types
-      '@nangohq/frontend':
-        specifier: ^0.52.4
-        version: 0.52.5
-      '@nangohq/node':
-        specifier: ^0.50.0
-        version: 0.50.0
-      '@nangohq/types':
-        specifier: ^0.50.0
-        version: 0.50.0
-      axios:
-        specifier: ^1.8.4
-        version: 1.9.0
-    devDependencies:
-      '@types/node':
-        specifier: ^18.16.3
-        version: 18.19.110
-      typescript:
-        specifier: ^5.6.3
-        version: 5.8.3
-
   submodules/crowd.dev/services/libs/opensearch:
     dependencies:
       '@crowd/common':
@@ -975,6 +940,38 @@ packages:
   '@adobe/css-tools@4.4.3':
     resolution: {integrity: sha512-VQKMkwriZbaOgVCby1UDY/LDk5fIjhQicCvVPFqfe+69fWaPWydbWJ3wRt59/YzIwda1I81loas3oCoHxnqvdA==}
 
+  '@ai-sdk/amazon-bedrock@2.2.12':
+    resolution: {integrity: sha512-m8gARnh45pr1s08Uu4J/Pm8913mwJPejPOm59b+kUqMsP9ilhUtH/bp8432Ra/v+vHuMoBrglG2ZvXtctAaH2g==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.0.0
+
+  '@ai-sdk/provider-utils@2.2.8':
+    resolution: {integrity: sha512-fqhG+4sCVv8x7nFzYnFo19ryhAa3w096Kmc3hWxMQfW/TubPOmt3A6tYZhl4mUfQWWQMsuSkLrtjlWuXBVSGQA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.23.8
+
+  '@ai-sdk/provider@1.1.3':
+    resolution: {integrity: sha512-qZMxYJ0qqX/RfnuIaab+zp8UAeJn/ygXXAffR5I4N0n1IrvA6qBsjc8hXLmBiMV2zoXlifkacF7sEFnYnjBcqg==}
+    engines: {node: '>=18'}
+
+  '@ai-sdk/react@1.2.12':
+    resolution: {integrity: sha512-jK1IZZ22evPZoQW3vlkZ7wvjYGYF+tRBKXtrcolduIkQ/m/sOAVcVeVDUDvh1T91xCnWCdUGCPZg2avZ90mv3g==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      zod: ^3.23.8
+    peerDependenciesMeta:
+      zod:
+        optional: true
+
+  '@ai-sdk/ui-utils@1.2.11':
+    resolution: {integrity: sha512-3zcwCc8ezzFlwp3ZD15wAPjf2Au4s3vAbKsXQVyhxODHcmu0iyPO2Eua6D/vicq/AUm/BAo60r97O6HU+EI0+w==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.23.8
+
   '@algolia/autocomplete-core@1.17.7':
     resolution: {integrity: sha512-BjiPOW6ks90UKl7TwMv7oNQMnzU+t/wk9mgIDi6b1tXpUek7MW0lbNOUHpvam9pe3lVCf4xPFT+lK7s+e+fs7Q==}
 
@@ -2527,15 +2524,9 @@ packages:
       '@types/react': '>=16'
       react: '>=16'
 
-  '@nangohq/frontend@0.52.5':
-    resolution: {integrity: sha512-KQ5Rc91AShd8pYHmHs+Egsroqei5qaX5z+/qAuBku7uQIr96bfkwtTaJkhYf8my7XyxcPExDq0HKXavrhoKOHA==}
-
-  '@nangohq/node@0.50.0':
-    resolution: {integrity: sha512-azQs+oc628q37DF26Y471YpKeL2xnP1R/4WhllpraaExpaanG2VP/xshVTsuVqsRpo4YykquJBZAh5w4bQtcZw==}
-    engines: {node: '>=18.0'}
-
-  '@nangohq/types@0.50.0':
-    resolution: {integrity: sha512-RgVFq37gW/EFRQi8zBjd2PbV7reYYmYNFrCgNrCrQg+QKIkDPwCocnp6qsa8Jv7R8meO9K6X7SFf8Y/oaMOr/w==}
+  '@modelcontextprotocol/sdk@1.17.1':
+    resolution: {integrity: sha512-CPle1OQehbWqd25La9Ack5B07StKIxh4+Bf19qnpZKJC1oI22Y0czZHbifjw1UoczIfKBwBDAp/dFxvHG13B5A==}
+    engines: {node: '>=18'}
 
   '@napi-rs/wasm-runtime@0.2.10':
     resolution: {integrity: sha512-bCsCyeZEwVErsGmyPNSzwfwFn4OdxBj0mmv6hOFucB/k81Ojdu68RbZdxYsRQUPc9l6SU5F/cG+bXgWs3oUgsQ==}
@@ -3963,6 +3954,9 @@ packages:
   '@types/deep-eql@4.0.2':
     resolution: {integrity: sha512-c9h9dVVMigMPc4bwTvC5dxqtqJZwQPePsWjPlpSOnojbor6pGqdk541lfA7AqFQr5pB1BRdq0juY9db81BwyFw==}
 
+  '@types/diff-match-patch@1.0.36':
+    resolution: {integrity: sha512-xFdR6tkm0MWvBfO8xXCSsinYxHcqkQUlcHeSpMC2ukzOb6lwQAfDmW+Qt0AvlGd8HpsS28qKsB+oPeJn9I39jg==}
+
   '@types/eslint-scope@3.7.7':
     resolution: {integrity: sha512-MzMFlSLBqNF2gcHWO0G1vP/YQyfvrxZ0bF+u7mzUdZ1/xK4A4sru+nraZz5i3iEIk1l1uyicaDVTB4QbbEkAYg==}
 
@@ -4788,6 +4782,10 @@ packages:
     resolution: {integrity: sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==}
     engines: {node: '>= 0.6'}
 
+  accepts@2.0.0:
+    resolution: {integrity: sha512-5cvg6CtKwfgdmVqY1WIiXKc3Q1bkRqGLi+2W/6ao+6Y7gu/RCwRuAhGEzh5B4KlszSuTLgZYuqFqo5bImjNKng==}
+    engines: {node: '>= 0.6'}
+
   acorn-import-attributes@1.9.5:
     resolution: {integrity: sha512-n02Vykv5uA3eHGM/Z2dQrcD56kL8TyDb2p1+0P83PClMnC/nc+anbQRhIOWnSq4Ke/KvDPrY3C9hDtC/A3eHnQ==}
     peerDependencies:
@@ -4821,6 +4819,16 @@ packages:
     resolution: {integrity: sha512-jRR5wdylq8CkOe6hei19GGZnxM6rBGwFl3Bg0YItGDimvjGtAvdZk4Pu6Cl4u4Igsws4a1fd1Vq3ezrhn4KmFw==}
     engines: {node: '>= 14'}
 
+  ai@4.3.19:
+    resolution: {integrity: sha512-dIE2bfNpqHN3r6IINp9znguYdhIOheKW2LDigAMrgt/upT3B8eBGPSCblENvaZGoq+hxaN9fSMzjWpbqloP+7Q==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      zod: ^3.23.8
+    peerDependenciesMeta:
+      react:
+        optional: true
+
   ajv-formats@2.1.1:
     resolution: {integrity: sha512-Wx0Kx52hxE7C18hkMEggYlEifqWZtYaRgouJor+WMdPnQyEK13vgEWyVNup7SoeeoLMsr4kf5h6dOW11I15MUA==}
     peerDependencies:
@@ -5023,6 +5031,9 @@ packages:
   aws4@1.13.2:
     resolution: {integrity: sha512-lHe62zvbTB5eEABUVi/AwVh0ZKY9rMMDhmm+eeyuuUQbQ3+J+fONVQOZyj+DdrvD4BY33uYniyRJ4UJIaSKAfw==}
 
+  aws4fetch@1.0.20:
+    resolution: {integrity: sha512-/djoAN709iY65ETD6LKCtyyEI04XIBP5xVvfmNxsEP0uJB5tyaGBztSryRr4HqMStr9R06PisQE7m9zDTXKu6g==}
+
   axios@1.9.0:
     resolution: {integrity: sha512-re4CqKTJaURpzbLHtIi6XpDv20/CnpXOtjRY5/CU32L8gU8ek9UIivcfvSWvmKEngmVbrUtPpdDwWDWL7DNHvg==}
 
@@ -5076,6 +5087,10 @@ packages:
   bn.js@5.2.2:
     resolution: {integrity: sha512-v2YAxEmKaBLahNwE1mjp4WON6huMNeuDvagFZW+ASCuA/ku0bXR9hSMw0XpiqMoA3+rmnyck/tPRSFQkoC9Cuw==}
 
+  body-parser@2.2.0:
+    resolution: {integrity: sha512-02qvAaxv8tp7fBa/mw1ga98OGm+eCbqzJOKoRt70sLmfEEi+jyBYVTDGfCL/k06/4EMk/z01gCe7HoCH/f2LTg==}
+    engines: {node: '>=18'}
+
   boolbase@1.0.0:
     resolution: {integrity: sha512-JZOSA7Mo9sNGB8+UjSgzdLtokWAky1zbztM3WRLCbZ70/3cTANmQmOdR7y2g+J0e2WXywy1yS468tY+IruqEww==}
 
@@ -5151,6 +5166,10 @@ packages:
     engines: {'0': node >=0.10.0}
     hasBin: true
 
+  bytes@3.1.2:
+    resolution: {integrity: sha512-/Nf7TyzTx6S3yRJObOAV7956r8cr2+Oj8AC5dt8wSP3BQAoeX58NoHyCU8P8zGkNXStjTSi6fzO6F0pBdcYbEg==}
+    engines: {node: '>= 0.8'}
+
   c12@3.0.4:
     resolution: {integrity: sha512-t5FaZTYbbCtvxuZq9xxIruYydrAGsJ+8UdP0pZzMiK2xl/gNiSOy0OxhLzHUEEb0m1QXYqfzfvyIFEmz/g9lqg==}
     peerDependencies:
@@ -5414,6 +5433,10 @@ packages:
     resolution: {integrity: sha512-FveZTNuGw04cxlAiWbzi6zTAL/lhehaWbTtgluJh4/E95DqMwTmha3KZN1aAWA8cFIhHzMZUvLevkw5Rqk+tSQ==}
     engines: {node: '>= 0.6'}
 
+  content-disposition@1.0.0:
+    resolution: {integrity: sha512-Au9nRL8VNUut/XSzbQA38+M78dzP4D+eqg3gfJHMIHHYa3bg067xj1KxMUWj+VULbiZMowKngFFbKczUrNJ1mg==}
+    engines: {node: '>= 0.6'}
+
   content-type@1.0.5:
     resolution: {integrity: sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA==}
     engines: {node: '>= 0.6'}
@@ -5440,6 +5463,14 @@ packages:
   cookie-es@2.0.0:
     resolution: {integrity: sha512-RAj4E421UYRgqokKUmotqAwuplYw15qtdXfY+hGzgCJ/MBjCVZcSoHK/kH9kocfjRjcDME7IiDWR/1WX1TM2Pg==}
 
+  cookie-signature@1.2.2:
+    resolution: {integrity: sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==}
+    engines: {node: '>=6.6.0'}
+
+  cookie@0.7.2:
+    resolution: {integrity: sha512-yki5XnKuf750l50uGTllt6kKILY4nQ1eNIQatoXEByZ5dWgnKqbnqmTrBE5B4N7lrMJKQ2ytWMiTO2o0v6Ew/w==}
+    engines: {node: '>= 0.6'}
+
   cookie@1.0.2:
     resolution: {integrity: sha512-9Kr/j4O16ISv8zBBhJoi4bXOYNTkFLOqSL3UDB0njXxCXNezjeyVrJyGOWtgfs/q2km1gwBcfH8q1yEGoMYunA==}
     engines: {node: '>=18'}
@@ -5462,6 +5493,10 @@ packages:
   core-util-is@1.0.3:
     resolution: {integrity: sha512-ZQBvi1DcpJ4GDqanjucZ2Hj3wEO5pZDS89BWbkcrvdxksJorwUDDZamX9ldFkp9aw2lmBDLgkObEA4DWNJ9FYQ==}
 
+  cors@2.8.5:
+    resolution: {integrity: sha512-KIHbLJqu73RGr/hnbrO9uBeixNGuvSQjul/jdFvS/KFSIH1hWVd1ng7zOHx+YrEfInLG7q4n6GHQ9cDtxv/P6g==}
+    engines: {node: '>= 0.10'}
+
   cosmiconfig-typescript-loader@6.1.0:
     resolution: {integrity: sha512-tJ1w35ZRUiM5FeTzT7DtYWAFFv37ZLqSRkGi2oeCK1gPhvaWjkAtfXvLmvE1pRfxxp9aQo6ba/Pvg1dKj05D4g==}
     engines: {node: '>=v18'}
@@ -5658,9 +5693,6 @@ packages:
   deep-is@0.1.4:
     resolution: {integrity: sha512-oIPzksmTg4/MriiaYGO+okXDT7ztn/w3Eptv/+gSIdMdKsJo0u4CfYNFJPy+4SKMuCqGw2wxnA+URMg3t8a/bQ==}
 
-  deep-object-diff@1.1.9:
-    resolution: {integrity: sha512-Rn+RuwkmkDwCi2/oXOFS9Gsr5lJZu/yTGpK7wAaAIE75CC+LCGEZHpY6VQJa/RoJcrmaA/docWJZvYohlNkWPA==}
-
   deepmerge@4.3.1:
     resolution: {integrity: sha512-3sUqbMEc77XqpdNO7FRyRog+eW3ph+GYCbj+rK+uYyRMuwsVy0rMiVtPn+QJlKFvWP/1PYpapqYn0Me2knFn+A==}
     engines: {node: '>=0.10.0'}
@@ -5794,6 +5826,9 @@ packages:
   didyoumean@1.2.2:
     resolution: {integrity: sha512-gxtyfqMg7GKyhQmb056K7M3xszy/myH8w+B4RT+QXBQsvAOdc3XymqDDPHx1BgPgsdAA5SIifona89YtRATDzw==}
 
+  diff-match-patch@1.0.5:
+    resolution: {integrity: sha512-IayShXAgj/QMXgB0IWmKx+rOPuGMhqm5w6jvFxmVenXKIzRqTAAsbBPT3kWQeGANj3jGgvcvv4yK6SxqYmikgw==}
+
   diff@7.0.0:
     resolution: {integrity: sha512-PJWHUb1RFevKCwaFA9RlG5tCd+FO5iRh9A8HEtkmBH2Li03iJriB6m6JIN4rGz3K3JLawI7/veA1xzRKP6ISBw==}
     engines: {node: '>=0.3.1'}
@@ -6363,6 +6398,14 @@ packages:
     resolution: {integrity: sha512-mQw+2fkQbALzQ7V0MY0IqdnXNOeTtP4r0lN9z7AAawCXgqea7bDii20AYrIBrFd/Hx0M2Ocz6S111CaFkUcb0Q==}
     engines: {node: '>=0.8.x'}
 
+  eventsource-parser@3.0.3:
+    resolution: {integrity: sha512-nVpZkTMM9rF6AQ9gPJpFsNAMt48wIzB5TQgiTLdHiuO8XEDhUgZEhqKlZWXbIzo9VmJ/HvysHqEaVeD5v9TPvA==}
+    engines: {node: '>=20.0.0'}
+
+  eventsource@3.0.7:
+    resolution: {integrity: sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==}
+    engines: {node: '>=18.0.0'}
+
   execa@7.2.0:
     resolution: {integrity: sha512-UduyVP7TLB5IcAQl+OzLyLcS/l32W/GLg+AhHJ+ow40FOk2U3SAllPwR44v4vmdFwIWqpdwxxpQbF1n5ta9seA==}
     engines: {node: ^14.18.0 || ^16.14.0 || >=18.0.0}
@@ -6379,6 +6422,16 @@ packages:
     resolution: {integrity: sha512-/kP8CAwxzLVEeFrMm4kMmy4CCDlpipyA7MYLVrdJIkV0fYF0UaigQHRsxHiuY/GEea+bh4KSv3TIlgr+2UL6bw==}
     engines: {node: '>=12.0.0'}
 
+  express-rate-limit@7.5.1:
+    resolution: {integrity: sha512-7iN8iPMDzOMHPUYllBEsQdWVB6fPDMPqwjBaFrgr4Jgr/+okjvzAy+UHlYYL/Vs0OsOrMkwS6PJDkFlJwoxUnw==}
+    engines: {node: '>= 16'}
+    peerDependencies:
+      express: '>= 4.11'
+
+  express@5.1.0:
+    resolution: {integrity: sha512-DT9ck5YIRU+8GYzzU5kT3eHGA5iL+1Zd0EutOmTE9Dtk+Tvuzd23VBU+ec7HPNSTxXYO55gPV/hq4pSBJDjFpA==}
+    engines: {node: '>= 18'}
+
   exsolve@1.0.5:
     resolution: {integrity: sha512-pz5dvkYYKQ1AHVrgOzBKWeP4u4FRb3a6DNK2ucr0OoNwYIU4QWsJ+NM36LLzORT+z845MzKHHhpXiUF5nvQoJg==}
 
@@ -6474,6 +6527,10 @@ packages:
     resolution: {integrity: sha512-xdMtCAODmPloU9qtmPcdBV9Kd27NtMse+4ayThxqIHUES5Z2S6bGpap5PpdmNM56ub7y3i1eyr+vJJIIgWGKmA==}
     engines: {node: '>=18'}
 
+  finalhandler@2.1.0:
+    resolution: {integrity: sha512-/t88Ty3d5JWQbWYgaOGCCYfXRwV1+be02WqYYlL6h0lEiUAMPM8o8qKGO01YIkOHzka2up08wvgYD0mDiI+q3Q==}
+    engines: {node: '>= 0.8'}
+
   find-package-json@1.2.0:
     resolution: {integrity: sha512-+SOGcLGYDJHtyqHd87ysBhmaeQ95oWspDKnMXBrnQ9Eq4OkLNqejgoaD8xVWu6GPa0B6roa6KinCMEMcVeqONw==}
 
@@ -6535,6 +6592,10 @@ packages:
     resolution: {integrity: sha512-buewHzMvYL29jdeQTVILecSaZKnt/RJWjoZCF5OW60Z67/GmSLBkOFM7qh1PI3zFNtJbaZL5eQu1vLfazOwj4g==}
     engines: {node: '>=12.20.0'}
 
+  forwarded@0.2.0:
+    resolution: {integrity: sha512-buRG0fpBtRHSTCOASe6hD258tEubFoRLb4ZNA6NxMVHNw2gOcwHo9wyablzMzOA5z9xA9L1KNjk/Nt6MT9aYow==}
+    engines: {node: '>= 0.6'}
+
   fraction.js@4.3.7:
     resolution: {integrity: sha512-ZsDfxO51wGAXREY55a7la9LScWpwv9RxIrYABrlvOFBlH/ShPnrtsXeuUIfXKKOVicNxQ+o8JTbJvjS4M89yew==}
 
@@ -6967,6 +7028,10 @@ packages:
     resolution: {integrity: sha512-UxC0Yv1Y4WRJiGQxQkP0hfdL0/5/6YvdfOOClRgJ0qppSarkhneSa6UvkMkms0AkdGimSH3Ikqm+6mkMmX7vGA==}
     engines: {node: '>=12.22.0'}
 
+  ipaddr.js@1.9.1:
+    resolution: {integrity: sha512-0KI/607xoxSToH7GjN1FfSbLoU0+btTicjsQSWQlh/hZykN8KpmMf7uYwPW3R+akZ6R/w18ZlXSHBYXiYUPO3g==}
+    engines: {node: '>= 0.10'}
+
   iron-webcrypto@1.2.1:
     resolution: {integrity: sha512-feOM6FaSr6rEABp/eDfVseKyTMDt+KGpeB35SkVn9Tyn0CqvVsY3EwI0v5i8nMHyJnzCIQf7nsy3p41TPkJZhg==}
 
@@ -7114,6 +7179,9 @@ packages:
   is-promise@2.2.2:
     resolution: {integrity: sha512-+lP4/6lKUBfQjZ2pdxThZvLUAafmZb8OAxFb8XXtiQmS35INgr85hdOGoEs124ez1FCnZJt6jau/T+alh58QFQ==}
 
+  is-promise@4.0.0:
+    resolution: {integrity: sha512-hvpoI6korhJMnej285dSg6nu1+e6uxs7zG3BYAm5byqDsgJNWwxzM6z6iZiAgQR4TJ30JmBTOwqZUw3WlyH3AQ==}
+
   is-reference@1.2.1:
     resolution: {integrity: sha512-U82MsXXiFIrjCK4otLT+o2NA2Cd2g5MLoOVXUZjIOhLurrRxpEXzI8O0KZHr3IjLvlAH1kTPYSuqer5T9ZVBKQ==}
 
@@ -7305,6 +7373,9 @@ packages:
   json-schema-traverse@1.0.0:
     resolution: {integrity: sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug==}
 
+  json-schema@0.4.0:
+    resolution: {integrity: sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA==}
+
   json-stable-stringify-without-jsonify@1.0.1:
     resolution: {integrity: sha512-Bdboy+l7tA3OGW6FjyFHWkP5LuByj1Tk33Ljyq0axyzdk9//JSi2u3fP1QSmd1KNwq6VOKYGlAu87CisVir6Pw==}
 
@@ -7325,6 +7396,11 @@ packages:
     engines: {node: '>=6'}
     hasBin: true
 
+  jsondiffpatch@0.6.0:
+    resolution: {integrity: sha512-3QItJOXp2AP1uv7waBkao5nCvhEv+QmJAd38Ybq7wNI74Q+BBmnLn4EDKz6yI9xGAIQoUF87qHt+kc1IVxB4zQ==}
+    engines: {node: ^18.0.0 || >=20.0.0}
+    hasBin: true
+
   jsonfile@6.1.0:
     resolution: {integrity: sha512-5dgndWOriYSm5cnYaJNhalLNDKOqFwyDB/rr1E9ZsGciGvKPs8R2xYGCacuf3z6K1YKDz182fd+fY3cn3pMqXQ==}
 
@@ -7649,6 +7725,10 @@ packages:
     resolution: {integrity: sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==}
     engines: {node: '>= 0.6'}
 
+  media-typer@1.1.0:
+    resolution: {integrity: sha512-aisnrDP4GNe06UcKFnV5bfMNPBUw4jsLGaWwWfnH3v02GnBuXX2MCVn5RbrWo0j3pczUilYblq7fQ7Nw2t5XKw==}
+    engines: {node: '>= 0.8'}
+
   memfs@4.17.2:
     resolution: {integrity: sha512-NgYhCOWgovOXSzvYgUW0LQ7Qy72rWQMGGFJDoWg4G30RHd3z77VbYdtJ4fembJXBy8pMIUA31XNAupobOQlwdg==}
     engines: {node: '>= 4.0.0'}
@@ -7660,6 +7740,10 @@ packages:
     resolution: {integrity: sha512-BhXM0Au22RwUneMPwSCnyhTOizdWoIEPU9sp0Aqa1PnDMR5Wv2FGXYDjuzJEIX+Eo2Rb8xuYe5jrnm5QowQFkw==}
     engines: {node: '>=16.10'}
 
+  merge-descriptors@2.0.0:
+    resolution: {integrity: sha512-Snk314V5ayFLhp3fkUREub6WtjBfPdCPY1Ln8/8munuLuiYhsABgBVWsozAG+MWMbVEvcdcpbi9R7ww22l9Q3g==}
+    engines: {node: '>=18'}
+
   merge-options@3.0.4:
     resolution: {integrity: sha512-2Sug1+knBjkaMsMgf1ctR1Ujx+Ayku4EdJN4Z+C2+JzoeF7A3OZ9KM2GY0CpQS51NR61LTurMJrRKPhSs3ZRTQ==}
     engines: {node: '>=10'}
@@ -7865,6 +7949,10 @@ packages:
     resolution: {integrity: sha512-+EUsqGPLsM+j/zdChZjsnX51g4XrHFOIXwfnCVPGlQk/k5giakcKsuxCObBRu6DSm9opw/O6slWbJdghQM4bBg==}
     engines: {node: '>= 0.6'}
 
+  negotiator@1.0.0:
+    resolution: {integrity: sha512-8Ofs/AUQh8MaEcrlq5xOX0CQ9ypTF5dl78mjlMNfOK08fzpgTHQRQPBxcPlEtIw0yRpws+Zo/3r+5WRby7u3Gg==}
+    engines: {node: '>= 0.6'}
+
   neo-async@2.6.2:
     resolution: {integrity: sha512-Yd3UES5mWCSqR+qNT93S3UoYUkqAZ9lLg8a7g9rimsWmYGK8cVToA4/sF3RrshdyV3sAGMXVUmpMYOw+dLpOuw==}
 
@@ -8243,6 +8331,10 @@ packages:
   path-to-regexp@6.3.0:
     resolution: {integrity: sha512-Yhpw4T9C6hPpgPeA28us07OJeqZ5EzQTkbfwuhsUg0c237RomFoETJgmp2sa3F/41gfLE6G5cqcYwznmeEeOlQ==}
 
+  path-to-regexp@8.2.0:
+    resolution: {integrity: sha512-TdrF7fW9Rphjq4RjrW0Kp2AW0Ahwu9sRGTkS6bvDi0SCwZlEZYmcfDbEsTz8RVk0EHIS/Vd1bv3JhG+1xZuAyQ==}
+    engines: {node: '>=16'}
+
   path-type@4.0.0:
     resolution: {integrity: sha512-gDKb8aZMDeD/tZWs9P6+q0J9Mwkdl6xMV8TjnGP3qJVJ06bdMgkbBlLU8IdfOsIsFz2BW1rNVT3XuNEl8zPAvw==}
     engines: {node: '>=8'}
@@ -8361,6 +8453,10 @@ packages:
     resolution: {integrity: sha512-TfySrs/5nm8fQJDcBDuUng3VOUKsd7S+zqvbOTiGXHfxX4wK31ard+hoNuvkicM/2YFzlpDgABOevKSsB4G/FA==}
     engines: {node: '>= 6'}
 
+  pkce-challenge@5.0.0:
+    resolution: {integrity: sha512-ueGLflrrnvwB3xuo/uGob5pd5FN7l0MsLf0Z87o/UQmRtwjvfylfc9MurIxRAWywCYTgrvpXBcqjV4OfCYGCIQ==}
+    engines: {node: '>=16.20.0'}
+
   pkg-types@1.3.1:
     resolution: {integrity: sha512-/Jm5M4RvtBFVkKWRu2BLUTNP8/M2a+UwuAX+ae4770q1qVGtfjG+WTCupoZixokjmHiry8uI+dlY8KXYV5HVVQ==}
 
@@ -8689,6 +8785,10 @@ packages:
   protocols@2.0.2:
     resolution: {integrity: sha512-hHVTzba3wboROl0/aWRRG9dMytgH6ow//STBZh43l/wQgmMhYhOFi0EHWAPtoCz9IAUymsyP0TSBHkhgMEGNnQ==}
 
+  proxy-addr@2.0.7:
+    resolution: {integrity: sha512-llQsMLSUDUPT44jdrU/O37qlnifitDP+ZwrmmZcoSKyLKvtZxpyV0n2/bD/N4tBAAZ/gJEdZU7KMraoK1+XYAg==}
+    engines: {node: '>= 0.10'}
+
   proxy-from-env@1.1.0:
     resolution: {integrity: sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==}
 
@@ -8767,6 +8867,10 @@ packages:
   rate-limiter-flexible@4.0.1:
     resolution: {integrity: sha512-2/dGHpDFpeA0+755oUkW+EKyklqLS9lu0go9pDsbhqQjZcxfRyJ6LA4JI0+HAdZ2bemD/oOjUeZQB2lCZqXQfQ==}
 
+  raw-body@3.0.0:
+    resolution: {integrity: sha512-RmkhL8CAyCRPXCE28MMH0z2PNWQBNk2Q09ZdxM9IOOXwxwZbN+qbWaatPkdkWIKL2ZVDImrN/pK5HTRz2PcS4g==}
+    engines: {node: '>= 0.8'}
+
   rc9@2.1.2:
     resolution: {integrity: sha512-btXCnMmRIBINM2LDZoEmOogIZU7Qe7zn4BpomSKZ/ykbLObuBdvG+mFq11DL6fjH1DRwHhrlgtYWG96bJiC7Cg==}
 
@@ -8987,6 +9091,10 @@ packages:
     engines: {node: '>=18.0.0', npm: '>=8.0.0'}
     hasBin: true
 
+  router@2.2.0:
+    resolution: {integrity: sha512-nLTrUKm2UyiL7rlhapu/Zl45FwNgkZGaCpZbIHajDYgwlJCOzLSk+cIPAnsEqV955GjILJnKbdQC1nVPz+gAYQ==}
+    engines: {node: '>= 18'}
+
   rrweb-cssom@0.8.0:
     resolution: {integrity: sha512-guoltQEx+9aMf2gDZ0s62EcV8lsXR+0w8915TC3ITdn2YueuNjdAYh/levpU9nFaoChh9RUS5ZdQMrKfVEN9tw==}
 
@@ -9571,6 +9679,11 @@ packages:
       '@swc/core': ^1.2.147
       webpack: '>=2'
 
+  swr@2.3.4:
+    resolution: {integrity: sha512-bYd2lrhc+VarcpkgWclcUi92wYCpOgMws9Sd1hG1ntAu0NEy+14CbotuFjshBU2kt9rYj9TSmDcybpxpeTU1fg==}
+    peerDependencies:
+      react: ^16.11.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+
   symbol-tree@3.2.4:
     resolution: {integrity: sha512-9QNk5KwDF+Bvz+PyObkmSYjI5ksVUYtjW7AU22r2NKcfLJcXp96hkDWU3+XndOsUb+AQ9QhfzfCT2O+CNWT5Tw==}
 
@@ -9670,6 +9783,10 @@ packages:
     peerDependencies:
       tslib: ^2
 
+  throttleit@2.1.0:
+    resolution: {integrity: sha512-nt6AMGKW1p/70DF/hGBdJB57B8Tspmbp5gfJ8ilhLnt7kkr2ye7hzD6NVG8GGErk2HWF34igrL2CXmNIkzKqKw==}
+    engines: {node: '>=18'}
+
   through@2.3.8:
     resolution: {integrity: sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==}
 
@@ -9859,6 +9976,10 @@ packages:
     resolution: {integrity: sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==}
     engines: {node: '>= 0.6'}
 
+  type-is@2.0.1:
+    resolution: {integrity: sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==}
+    engines: {node: '>= 0.6'}
+
   typed-array-buffer@1.0.3:
     resolution: {integrity: sha512-nAYYwfY3qnzX30IkA6AQZjVbtK6duGontcQm1WSG1MD94YLqK0515GNApXkoxKOWMusVssAHWLh9SeaoefYFGw==}
     engines: {node: '>= 0.4'}
@@ -9972,6 +10093,10 @@ packages:
     resolution: {integrity: sha512-6bc58dPYhCMHHuwxldQxO3RRNZ4eCogZ/st++0+fcC1nr0jiGUtAdBJ2qzmLQWSxbtz42pWt4QQMiZ9HvZf5cg==}
     engines: {node: '>=0.10.0'}
 
+  unpipe@1.0.0:
+    resolution: {integrity: sha512-pjy2bYhSsufwWlKwPc+l3cN7+wuJlK6uz0YdJEOlQDbl6jo/YlPi4mb8agUkVC8BF7V8NuzeyPNqRksA3hztKQ==}
+    engines: {node: '>= 0.8'}
+
   unplugin-utils@0.2.4:
     resolution: {integrity: sha512-8U/MtpkPkkk3Atewj1+RcKIjb5WBimZ/WSLhhR3w6SsIj8XJuKTacSP8g+2JhfSGw0Cb125Y+2zA/IzJZDVbhA==}
     engines: {node: '>=18.12.0'}
@@ -10099,6 +10224,11 @@ packages:
   urlpattern-polyfill@8.0.2:
     resolution: {integrity: sha512-Qp95D4TPJl1kC9SKigDcqgyM2VDVO4RiJc2d4qe5GrYm+zbIQCWWKAFaJNQ4BhdFeDGwBmAxqJBwWSJDb9T3BQ==}
 
+  use-sync-external-store@1.5.0:
+    resolution: {integrity: sha512-Rb46I4cGGVBmjamjphe8L/UnvJD+uPPtTkNvX5mZgqdbavhI4EbgIWJiIHXJ8bc/i9EQGPRh4DwEURJ552Do0A==}
+    peerDependencies:
+      react: ^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+
   util-deprecate@1.0.2:
     resolution: {integrity: sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==}
 
@@ -10349,8 +10479,8 @@ packages:
   vue-component-type-helpers@2.2.10:
     resolution: {integrity: sha512-iDUO7uQK+Sab2tYuiP9D1oLujCWlhHELHMgV/cB13cuGbG4qwkLHvtfWb6FzvxrIOPDnU0oHsz2MlQjhYDeaHA==}
 
-  vue-component-type-helpers@3.0.4:
-    resolution: {integrity: sha512-WtR3kPk8vqKYfCK/HGyT47lK/T3FaVyWxaCNuosaHYE8h9/k0lYRZ/PI/+T/z2wP+uuNKmL6z30rOcBboOu/YA==}
+  vue-component-type-helpers@3.0.5:
+    resolution: {integrity: sha512-uoNZaJ+a1/zppa/Vgmi8zIOP2PHXDN2rT8NyF+zQRK6ZG94lNB9prcV0GdLJbY9i9lrD47JOVIH92SaiA7oJ1A==}
 
   vue-demi@0.13.11:
     resolution: {integrity: sha512-IR8HoEEGM65YY3ZJYAjMlKygDQn25D5ajNFNoKh9RSDMQtlzCxtfQjdQgv9jjK+m3377SsJXY8ysq8kLCZL25A==}
@@ -10637,8 +10767,13 @@ packages:
     resolution: {integrity: sha512-zK7YHHz4ZXpW89AHXUPbQVGKI7uvkd3hzusTdotCg1UxyaVtg0zFJSTfW/Dq5f7OBBVnq6cZIaC8Ti4hb6dtCA==}
     engines: {node: '>= 14'}
 
-  zod@3.25.48:
-    resolution: {integrity: sha512-0X1mz8FtgEIvaxGjdIImYpZEaZMrund9pGXm3M6vM7Reba0e2eI71KPjSCGXBfwKDPwPoywf6waUKc3/tFvX2Q==}
+  zod-to-json-schema@3.24.6:
+    resolution: {integrity: sha512-h/z3PKvcTcTetyjl1fkj79MHNEjm+HpD6NXheWjzOekY7kV+lwDYnHw+ivHkijnCSMz1yJaWBD9vu/Fcmk+vEg==}
+    peerDependencies:
+      zod: ^3.24.1
+
+  zod@3.25.76:
+    resolution: {integrity: sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==}
 
   zrender@5.6.1:
     resolution: {integrity: sha512-OFXkDJKcrlx5su2XbzJvj/34Q3m6PvyCZkVPHGYpcCJ52ek4U/ymZyfuV1nKE23AyBJ51E/6Yr0mhZ7xGTO4ag==}
@@ -10650,6 +10785,43 @@ snapshots:
 
   '@adobe/css-tools@4.4.3': {}
 
+  '@ai-sdk/amazon-bedrock@2.2.12(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76)
+      '@smithy/eventstream-codec': 4.0.4
+      '@smithy/util-utf8': 4.0.0
+      aws4fetch: 1.0.20
+      zod: 3.25.76
+
+  '@ai-sdk/provider-utils@2.2.8(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      nanoid: 3.3.11
+      secure-json-parse: 2.7.0
+      zod: 3.25.76
+
+  '@ai-sdk/provider@1.1.3':
+    dependencies:
+      json-schema: 0.4.0
+
+  '@ai-sdk/react@1.2.12(react@18.3.1)(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76)
+      '@ai-sdk/ui-utils': 1.2.11(zod@3.25.76)
+      react: 18.3.1
+      swr: 2.3.4(react@18.3.1)
+      throttleit: 2.1.0
+    optionalDependencies:
+      zod: 3.25.76
+
+  '@ai-sdk/ui-utils@1.2.11(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76)
+      zod: 3.25.76
+      zod-to-json-schema: 3.24.6(zod@3.25.76)
+
   '@algolia/autocomplete-core@1.17.7(@algolia/client-search@5.25.0)(algoliasearch@5.25.0)(search-insights@2.17.3)':
     dependencies:
       '@algolia/autocomplete-plugin-algolia-insights': 1.17.7(@algolia/client-search@5.25.0)(algoliasearch@5.25.0)(search-insights@2.17.3)
@@ -12477,15 +12649,22 @@ snapshots:
       '@types/react': 18.3.23
       react: 18.3.1
 
-  '@nangohq/frontend@0.52.5': {}
-
-  '@nangohq/node@0.50.0':
+  '@modelcontextprotocol/sdk@1.17.1':
     dependencies:
-      axios: 1.9.0
+      ajv: 6.12.6
+      content-type: 1.0.5
+      cors: 2.8.5
+      cross-spawn: 7.0.6
+      eventsource: 3.0.7
+      eventsource-parser: 3.0.3
+      express: 5.1.0
+      express-rate-limit: 7.5.1(express@5.1.0)
+      pkce-challenge: 5.0.0
+      raw-body: 3.0.0
+      zod: 3.25.76
+      zod-to-json-schema: 3.24.6(zod@3.25.76)
     transitivePeerDependencies:
-      - debug
-
-  '@nangohq/types@0.50.0': {}
+      - supports-color
 
   '@napi-rs/wasm-runtime@0.2.10':
     dependencies:
@@ -12582,7 +12761,7 @@ snapshots:
       unixify: 1.0.0
       urlpattern-polyfill: 8.0.2
       yargs: 17.7.2
-      zod: 3.25.48
+      zod: 3.25.76
     transitivePeerDependencies:
       - encoding
       - rollup
@@ -13014,11 +13193,11 @@ snapshots:
       - magicast
       - vue
 
-  '@nuxtjs/storybook@8.3.3(@types/node@24.0.10)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0))(optionator@0.9.4)(prettier@3.6.0)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)':
+  '@nuxtjs/storybook@8.3.3(@types/node@24.0.10)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0))(optionator@0.9.4)(prettier@3.6.0)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)':
     dependencies:
       '@nuxt/devtools-kit': 1.7.0(magicast@0.3.5)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))
       '@nuxt/kit': 3.17.4(magicast@0.3.5)
-      '@storybook-vue/nuxt': 8.3.3(@types/node@24.0.10)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0))(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(storybook@8.4.7(prettier@3.6.0))(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)
+      '@storybook-vue/nuxt': 8.3.3(@types/node@24.0.10)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0))(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(storybook@8.4.7(prettier@3.6.0))(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)
       '@storybook/core-common': 8.4.7(storybook@8.4.7(prettier@3.6.0))
       '@storybook/core-server': 8.4.7(storybook@8.4.7(prettier@3.6.0))
       chalk: 5.4.1
@@ -13996,7 +14175,7 @@ snapshots:
 
   '@speed-highlight/core@1.2.7': {}
 
-  '@storybook-vue/nuxt@8.3.3(@types/node@24.0.10)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0))(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(storybook@8.4.7(prettier@3.6.0))(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)':
+  '@storybook-vue/nuxt@8.3.3(@types/node@24.0.10)(eslint@9.29.0(jiti@2.4.2))(magicast@0.3.5)(nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0))(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(storybook@8.4.7(prettier@3.6.0))(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))(yaml@2.8.0)':
     dependencies:
       '@nuxt/kit': 3.17.4(magicast@0.3.5)
       '@nuxt/schema': 3.17.4
@@ -14007,7 +14186,7 @@ snapshots:
       '@storybook/vue3-vite': 8.4.7(storybook@8.4.7(prettier@3.6.0))(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(vue@3.5.17(typescript@5.8.3))
       json-stable-stringify: 1.3.0
       mlly: 1.7.4
-      nuxt: 3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0)
+      nuxt: 3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0)
       ofetch: 1.4.1
       pathe: 1.1.2
       unctx: 2.4.1
@@ -14292,7 +14471,7 @@ snapshots:
       ts-dedent: 2.2.0
       type-fest: 2.19.0
       vue: 3.5.17(typescript@5.8.3)
-      vue-component-type-helpers: 3.0.4
+      vue-component-type-helpers: 3.0.5
 
   '@storybook/vue3@8.4.7(storybook@8.4.7(prettier@3.6.0))(vue@3.5.17(typescript@5.8.3))':
     dependencies:
@@ -14306,7 +14485,7 @@ snapshots:
       ts-dedent: 2.2.0
       type-fest: 2.19.0
       vue: 3.5.17(typescript@5.8.3)
-      vue-component-type-helpers: 3.0.4
+      vue-component-type-helpers: 3.0.5
 
   '@stylistic/eslint-plugin@3.1.0(eslint@9.29.0(jiti@2.4.2))(typescript@5.8.3)':
     dependencies:
@@ -14521,6 +14700,8 @@ snapshots:
 
   '@types/deep-eql@4.0.2': {}
 
+  '@types/diff-match-patch@1.0.36': {}
+
   '@types/eslint-scope@3.7.7':
     dependencies:
       '@types/eslint': 9.6.1
@@ -15540,6 +15721,11 @@ snapshots:
       mime-types: 2.1.35
       negotiator: 0.6.3
 
+  accepts@2.0.0:
+    dependencies:
+      mime-types: 3.0.1
+      negotiator: 1.0.0
+
   acorn-import-attributes@1.9.5(acorn@8.14.1):
     dependencies:
       acorn: 8.14.1
@@ -15566,6 +15752,18 @@ snapshots:
 
   agent-base@7.1.3: {}
 
+  ai@4.3.19(react@18.3.1)(zod@3.25.76):
+    dependencies:
+      '@ai-sdk/provider': 1.1.3
+      '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76)
+      '@ai-sdk/react': 1.2.12(react@18.3.1)(zod@3.25.76)
+      '@ai-sdk/ui-utils': 1.2.11(zod@3.25.76)
+      '@opentelemetry/api': 1.9.0
+      jsondiffpatch: 0.6.0
+      zod: 3.25.76
+    optionalDependencies:
+      react: 18.3.1
+
   ajv-formats@2.1.1(ajv@8.17.1):
     optionalDependencies:
       ajv: 8.17.1
@@ -15794,6 +15992,8 @@ snapshots:
 
   aws4@1.13.2: {}
 
+  aws4fetch@1.0.20: {}
+
   axios@1.9.0:
     dependencies:
       follow-redirects: 1.15.9
@@ -15839,6 +16039,20 @@ snapshots:
 
   bn.js@5.2.2: {}
 
+  body-parser@2.2.0:
+    dependencies:
+      bytes: 3.1.2
+      content-type: 1.0.5
+      debug: 4.4.1(supports-color@5.5.0)
+      http-errors: 2.0.0
+      iconv-lite: 0.6.3
+      on-finished: 2.4.1
+      qs: 6.14.0
+      raw-body: 3.0.0
+      type-is: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   boolbase@1.0.0: {}
 
   bowser@2.11.0: {}
@@ -15912,6 +16126,8 @@ snapshots:
       mv: 2.1.1
       safe-json-stringify: 1.2.0
 
+  bytes@3.1.2: {}
+
   c12@3.0.4(magicast@0.3.5):
     dependencies:
       chokidar: 4.0.3
@@ -16164,6 +16380,10 @@ snapshots:
     dependencies:
       safe-buffer: 5.2.1
 
+  content-disposition@1.0.0:
+    dependencies:
+      safe-buffer: 5.2.1
+
   content-type@1.0.5: {}
 
   conventional-changelog-angular@7.0.0:
@@ -16187,6 +16407,10 @@ snapshots:
 
   cookie-es@2.0.0: {}
 
+  cookie-signature@1.2.2: {}
+
+  cookie@0.7.2: {}
+
   cookie@1.0.2: {}
 
   cookies@0.9.1:
@@ -16209,6 +16433,11 @@ snapshots:
 
   core-util-is@1.0.3: {}
 
+  cors@2.8.5:
+    dependencies:
+      object-assign: 4.1.1
+      vary: 1.1.2
+
   cosmiconfig-typescript-loader@6.1.0(@types/node@24.0.10)(cosmiconfig@9.0.0(typescript@5.8.3))(typescript@5.8.3):
     dependencies:
       '@types/node': 24.0.10
@@ -16426,8 +16655,6 @@ snapshots:
 
   deep-is@0.1.4: {}
 
-  deep-object-diff@1.1.9: {}
-
   deepmerge@4.3.1: {}
 
   default-browser-id@5.0.0: {}
@@ -16545,6 +16772,8 @@ snapshots:
 
   didyoumean@1.2.2: {}
 
+  diff-match-patch@1.0.5: {}
+
   diff@7.0.0: {}
 
   dir-glob@3.0.1:
@@ -17376,6 +17605,12 @@ snapshots:
 
   events@3.3.0: {}
 
+  eventsource-parser@3.0.3: {}
+
+  eventsource@3.0.7:
+    dependencies:
+      eventsource-parser: 3.0.3
+
   execa@7.2.0:
     dependencies:
       cross-spawn: 7.0.6
@@ -17406,6 +17641,42 @@ snapshots:
 
   expect-type@1.2.1: {}
 
+  express-rate-limit@7.5.1(express@5.1.0):
+    dependencies:
+      express: 5.1.0
+
+  express@5.1.0:
+    dependencies:
+      accepts: 2.0.0
+      body-parser: 2.2.0
+      content-disposition: 1.0.0
+      content-type: 1.0.5
+      cookie: 0.7.2
+      cookie-signature: 1.2.2
+      debug: 4.4.1(supports-color@5.5.0)
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      finalhandler: 2.1.0
+      fresh: 2.0.0
+      http-errors: 2.0.0
+      merge-descriptors: 2.0.0
+      mime-types: 3.0.1
+      on-finished: 2.4.1
+      once: 1.4.0
+      parseurl: 1.3.3
+      proxy-addr: 2.0.7
+      qs: 6.14.0
+      range-parser: 1.2.1
+      router: 2.2.0
+      send: 1.2.0
+      serve-static: 2.2.0
+      statuses: 2.0.1
+      type-is: 2.0.1
+      vary: 1.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   exsolve@1.0.5: {}
 
   extend@3.0.2: {}
@@ -17494,6 +17765,17 @@ snapshots:
 
   filter-obj@6.1.0: {}
 
+  finalhandler@2.1.0:
+    dependencies:
+      debug: 4.4.1(supports-color@5.5.0)
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      statuses: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   find-package-json@1.2.0: {}
 
   find-up-simple@1.0.1: {}
@@ -17557,6 +17839,8 @@ snapshots:
     dependencies:
       fetch-blob: 3.2.0
 
+  forwarded@0.2.0: {}
+
   fraction.js@4.3.7: {}
 
   fresh@0.5.2: {}
@@ -18060,6 +18344,8 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  ipaddr.js@1.9.1: {}
+
   iron-webcrypto@1.2.1: {}
 
   is-arguments@1.2.0:
@@ -18191,6 +18477,8 @@ snapshots:
 
   is-promise@2.2.2: {}
 
+  is-promise@4.0.0: {}
+
   is-reference@1.2.1:
     dependencies:
       '@types/estree': 1.0.7
@@ -18392,6 +18680,8 @@ snapshots:
 
   json-schema-traverse@1.0.0: {}
 
+  json-schema@0.4.0: {}
+
   json-stable-stringify-without-jsonify@1.0.1: {}
 
   json-stable-stringify@1.3.0:
@@ -18410,6 +18700,12 @@ snapshots:
 
   json5@2.2.3: {}
 
+  jsondiffpatch@0.6.0:
+    dependencies:
+      '@types/diff-match-patch': 1.0.36
+      chalk: 5.4.1
+      diff-match-patch: 1.0.5
+
   jsonfile@6.1.0:
     dependencies:
       universalify: 2.0.1
@@ -18770,6 +19066,8 @@ snapshots:
 
   media-typer@0.3.0: {}
 
+  media-typer@1.1.0: {}
+
   memfs@4.17.2:
     dependencies:
       '@jsonjoy.com/json-pack': 1.2.0(tslib@2.8.1)
@@ -18783,6 +19081,8 @@ snapshots:
 
   meow@12.1.1: {}
 
+  merge-descriptors@2.0.0: {}
+
   merge-options@3.0.4:
     dependencies:
       is-plain-obj: 2.1.0
@@ -18947,6 +19247,8 @@ snapshots:
 
   negotiator@0.6.3: {}
 
+  negotiator@1.0.0: {}
+
   neo-async@2.6.2: {}
 
   netlify@13.3.5:
@@ -18958,7 +19260,7 @@ snapshots:
       p-wait-for: 5.0.2
       qs: 6.14.0
 
-  nitropack@2.11.12:
+  nitropack@2.11.12(aws4fetch@1.0.20):
     dependencies:
       '@cloudflare/kv-asset-handler': 0.4.0
       '@netlify/functions': 3.1.10(rollup@4.41.1)
@@ -19026,7 +19328,7 @@ snapshots:
       unenv: 2.0.0-rc.17
       unimport: 5.0.1
       unplugin-utils: 0.2.4
-      unstorage: 1.16.0(db0@0.3.2)(ioredis@5.6.1)
+      unstorage: 1.16.0(aws4fetch@1.0.20)(db0@0.3.2)(ioredis@5.6.1)
       untyped: 2.0.0
       unwasm: 0.3.9
       youch: 4.1.0-beta.8
@@ -19185,7 +19487,7 @@ snapshots:
       - magicast
       - vue
 
-  nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0):
+  nuxt@3.17.4(@parcel/watcher@2.5.1)(@types/node@24.0.10)(aws4fetch@1.0.20)(db0@0.3.2)(eslint@9.29.0(jiti@2.4.2))(ioredis@5.6.1)(magicast@0.3.5)(optionator@0.9.4)(rollup@4.41.1)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0)(tsx@4.20.3)(typescript@5.8.3)(vite@5.4.19(@types/node@24.0.10)(sass-embedded@1.89.1)(sass@1.89.1)(terser@5.40.0))(yaml@2.8.0):
     dependencies:
       '@nuxt/cli': 3.25.1(magicast@0.3.5)
       '@nuxt/devalue': 2.0.2
@@ -19221,7 +19523,7 @@ snapshots:
       mlly: 1.7.4
       mocked-exports: 0.1.1
       nanotar: 0.2.0
-      nitropack: 2.11.12
+      nitropack: 2.11.12(aws4fetch@1.0.20)
       nypm: 0.6.0
       ofetch: 1.4.1
       ohash: 2.0.11
@@ -19243,7 +19545,7 @@ snapshots:
       unimport: 5.0.1
       unplugin: 2.3.5
       unplugin-vue-router: 0.12.0(vue-router@4.5.1(vue@3.5.17(typescript@5.8.3)))(vue@3.5.17(typescript@5.8.3))
-      unstorage: 1.16.0(db0@0.3.2)(ioredis@5.6.1)
+      unstorage: 1.16.0(aws4fetch@1.0.20)(db0@0.3.2)(ioredis@5.6.1)
       untyped: 2.0.0
       vue: 3.5.17(typescript@5.8.3)
       vue-bundle-renderer: 2.1.1
@@ -19562,6 +19864,8 @@ snapshots:
 
   path-to-regexp@6.3.0: {}
 
+  path-to-regexp@8.2.0: {}
+
   path-type@4.0.0: {}
 
   path-type@6.0.0: {}
@@ -19655,6 +19959,8 @@ snapshots:
 
   pirates@4.0.7: {}
 
+  pkce-challenge@5.0.0: {}
+
   pkg-types@1.3.1:
     dependencies:
       confbox: 0.1.8
@@ -19991,6 +20297,11 @@ snapshots:
 
   protocols@2.0.2: {}
 
+  proxy-addr@2.0.7:
+    dependencies:
+      forwarded: 0.2.0
+      ipaddr.js: 1.9.1
+
   proxy-from-env@1.1.0: {}
 
   pstree.remy@1.1.8: {}
@@ -20093,6 +20404,13 @@ snapshots:
 
   rate-limiter-flexible@4.0.1: {}
 
+  raw-body@3.0.0:
+    dependencies:
+      bytes: 3.1.2
+      http-errors: 2.0.0
+      iconv-lite: 0.6.3
+      unpipe: 1.0.0
+
   rc9@2.1.2:
     dependencies:
       defu: 6.1.4
@@ -20365,6 +20683,16 @@ snapshots:
       '@rollup/rollup-win32-x64-msvc': 4.41.1
       fsevents: 2.3.3
 
+  router@2.2.0:
+    dependencies:
+      debug: 4.4.1(supports-color@5.5.0)
+      depd: 2.0.0
+      is-promise: 4.0.0
+      parseurl: 1.3.3
+      path-to-regexp: 8.2.0
+    transitivePeerDependencies:
+      - supports-color
+
   rrweb-cssom@0.8.0: {}
 
   run-applescript@7.0.0: {}
@@ -21022,6 +21350,12 @@ snapshots:
       '@swc/counter': 0.1.3
       webpack: 5.99.9(@swc/core@1.11.29)
 
+  swr@2.3.4(react@18.3.1):
+    dependencies:
+      dequal: 2.0.3
+      react: 18.3.1
+      use-sync-external-store: 1.5.0(react@18.3.1)
+
   symbol-tree@3.2.4: {}
 
   sync-child-process@1.0.2:
@@ -21164,6 +21498,8 @@ snapshots:
     dependencies:
       tslib: 2.8.1
 
+  throttleit@2.1.0: {}
+
   through@2.3.8: {}
 
   tiny-invariant@1.3.3: {}
@@ -21306,6 +21642,12 @@ snapshots:
       media-typer: 0.3.0
       mime-types: 2.1.35
 
+  type-is@2.0.1:
+    dependencies:
+      content-type: 1.0.5
+      media-typer: 1.1.0
+      mime-types: 3.0.1
+
   typed-array-buffer@1.0.3:
     dependencies:
       call-bound: 1.0.4
@@ -21471,6 +21813,8 @@ snapshots:
     dependencies:
       normalize-path: 2.1.1
 
+  unpipe@1.0.0: {}
+
   unplugin-utils@0.2.4:
     dependencies:
       pathe: 2.0.3
@@ -21572,7 +21916,7 @@ snapshots:
       '@unrs/resolver-binding-win32-ia32-msvc': 1.9.2
       '@unrs/resolver-binding-win32-x64-msvc': 1.9.2
 
-  unstorage@1.16.0(db0@0.3.2)(ioredis@5.6.1):
+  unstorage@1.16.0(aws4fetch@1.0.20)(db0@0.3.2)(ioredis@5.6.1):
     dependencies:
       anymatch: 3.1.3
       chokidar: 4.0.3
@@ -21583,6 +21927,7 @@ snapshots:
       ofetch: 1.4.1
       ufo: 1.6.1
     optionalDependencies:
+      aws4fetch: 1.0.20
       db0: 0.3.2
       ioredis: 5.6.1
 
@@ -21625,6 +21970,10 @@ snapshots:
 
   urlpattern-polyfill@8.0.2: {}
 
+  use-sync-external-store@1.5.0(react@18.3.1):
+    dependencies:
+      react: 18.3.1
+
   util-deprecate@1.0.2: {}
 
   util@0.12.5:
@@ -21921,7 +22270,7 @@ snapshots:
 
   vue-component-type-helpers@2.2.10: {}
 
-  vue-component-type-helpers@3.0.4: {}
+  vue-component-type-helpers@3.0.5: {}
 
   vue-demi@0.13.11(vue@3.5.17(typescript@5.8.3)):
     dependencies:
@@ -22283,7 +22632,11 @@ snapshots:
       compress-commons: 6.0.2
       readable-stream: 4.7.0
 
-  zod@3.25.48: {}
+  zod-to-json-schema@3.24.6(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
+
+  zod@3.25.76: {}
 
   zrender@5.6.1:
     dependencies: