From 3d2b22891fa8094520b1dad9e405f436a87da19d Mon Sep 17 00:00:00 2001
From: Yash Kuceriya <yashkuceriya@example.com>
Date: Mon, 23 Feb 2026 21:54:36 -0700
Subject: [PATCH] feat(agent): in-app AI Agent chat + LangSmith tracing

- Add /agent route and full-page chat UI (suggestions, messages, send)
- Add 'AI Agent' nav link in header (desktop + mobile) for users with readAiPrompt
- Use session JWT for agent API (no security token prompt when logged in)
- Add LangSmith tracing (wrapAISDK, createLangSmithProviderOptions) when LANGSMITH_API_KEY set
- Document LANGSMITH_* in ENV_KEYS and agent README
- Add TESTING.md for curl/browser agent testing
- Add langsmith dep; internal route agent in routes.ts

Co-authored-by: Cursor <cursoragent@cursor.com>
---
 .env.production.example                       |    2 +-
 ENV_KEYS.md                                   |    2 +
 apps/api/src/app/endpoints/agent/README.md    |    4 +
 apps/api/src/app/endpoints/agent/TESTING.md   |   55 +
 .../src/app/endpoints/agent/agent.service.ts  |   46 +-
 apps/client/src/app/app.routes.ts             |    9 +
 .../components/header/header.component.html   |   28 +
 .../app/components/header/header.component.ts |    7 +
 .../app/pages/agent/agent-page.component.html |   81 ++
 .../app/pages/agent/agent-page.component.ts   |  139 ++
 .../src/app/pages/agent/agent-page.scss       |  112 ++
 libs/common/src/lib/routes/routes.ts          |    6 +
 package-lock.json                             | 1135 +++++++----------
 package.json                                  |    1 +
 14 files changed, 962 insertions(+), 665 deletions(-)
 create mode 100644 apps/api/src/app/endpoints/agent/TESTING.md
 create mode 100644 apps/client/src/app/pages/agent/agent-page.component.html
 create mode 100644 apps/client/src/app/pages/agent/agent-page.component.ts
 create mode 100644 apps/client/src/app/pages/agent/agent-page.scss

diff --git a/.env.production.example b/.env.production.example
index 1968bfdaa..691fbf4c2 100644
--- a/.env.production.example
+++ b/.env.production.example
@@ -21,5 +21,5 @@ NODE_ENV=production
 PORT=3000
 
 # AGENT (OpenRouter)
-OPENROUTER_API_KEY=<your-openrouter-key-from-openrouter.ai>
+OPENROUTER_API_KEY=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
 OPENROUTER_MODEL=openai/gpt-4o-mini
diff --git a/ENV_KEYS.md b/ENV_KEYS.md
index be6a41bbb..f09ba4155 100644
--- a/ENV_KEYS.md
+++ b/ENV_KEYS.md
@@ -19,6 +19,7 @@ You **choose** the values; nothing is provided by a third party except OpenRoute
 | **JWT_SECRET_KEY** | Generate a random string (e.g. `openssl rand -hex 32`) | `agentforge-jwt-secret-2026` |
 | **OPENROUTER_API_KEY** | From [openrouter.ai](https://openrouter.ai) → Keys → Create Key | `sk-or-v1-...` |
 | **OPENROUTER_MODEL** | Your choice (optional; has default) | `openai/gpt-4o-mini` |
+| **LANGSMITH_API_KEY** (optional) | From [smith.langchain.com](https://smith.langchain.com) → Settings → API Key. For AI request tracing (like Collabboard). | `lsv2_pt_...` |
 
 **Setup:** Copy `.env.dev` to `.env`, then replace every `<INSERT_...>` with your chosen values. For a quick local dev setup you can use the examples in the table above.
 
@@ -40,6 +41,7 @@ Here, **Postgres and Redis are provided by Railway**; you only generate the two
 | **OPENROUTER_MODEL** | Your choice; e.g. `openai/gpt-4o-mini`. |
 | **NODE_ENV** | Set to `production`. |
 | **PORT** | **Required on Railway.** Set to `3000` so the app listens on the same port Railway routes to (target port 3000). The app default is 3333, so without this you get "Application failed to respond". |
+| **LANGSMITH_API_KEY** (optional) | From [smith.langchain.com](https://smith.langchain.com). Enables LangSmith tracing for agent runs (latency, tokens, runs in dashboard). |
 
 **Setup:** In your Railway project, open the **Ghostfolio** service (the one from GitHub) → **Variables** → add each variable. For Postgres and Redis, copy from the addon services. For `ACCESS_TOKEN_SALT` and `JWT_SECRET_KEY`, generate once and paste.
 
diff --git a/apps/api/src/app/endpoints/agent/README.md b/apps/api/src/app/endpoints/agent/README.md
index 98b618bc7..c42e83658 100644
--- a/apps/api/src/app/endpoints/agent/README.md
+++ b/apps/api/src/app/endpoints/agent/README.md
@@ -58,6 +58,10 @@ node scripts/agent-setup.mjs --openrouter-key=sk-or-YOUR_KEY
 
 This writes `API_KEY_OPENROUTER` and `OPENROUTER_MODEL` (default: `openai/gpt-4o-mini`) to the DB. Alternatively, set them in Ghostfolio Admin → Settings.
 
+## LangSmith tracing (optional)
+
+Same pattern as Collabboard. Set **`LANGSMITH_API_KEY`** (or `LANGCHAIN_API_KEY`) in env; the agent will wrap the Vercel AI SDK with LangSmith and send runs to [smith.langchain.com](https://smith.langchain.com). Optional: `LANGCHAIN_PROJECT=Ghostfolio` to set the project name. No code changes needed when the key is absent.
+
 ## Eval
 
 - **Test cases:** See `eval-cases.ts` (10 cases: 6 happy path, 2 edge, 1 adversarial, 1 multi-step).
diff --git a/apps/api/src/app/endpoints/agent/TESTING.md b/apps/api/src/app/endpoints/agent/TESTING.md
new file mode 100644
index 000000000..d7992f09d
--- /dev/null
+++ b/apps/api/src/app/endpoints/agent/TESTING.md
@@ -0,0 +1,55 @@
+# How to Test the Agent (Production / Railway)
+
+Base URL: `https://ghostfolio-production-1d0f.up.railway.app` (or your deployed URL)
+
+## 1. Health check
+
+```bash
+curl -s https://ghostfolio-production-1d0f.up.railway.app/api/v1/health
+# Expect: {"status":"OK"}
+```
+
+## 2. Get a JWT from your security token
+
+Use your Ghostfolio **security token** (Admin → your user → access token).
+
+```bash
+export BASE=https://ghostfolio-production-1d0f.up.railway.app
+export SECURITY_TOKEN="<paste your security token here>"
+
+curl -s -X POST "$BASE/api/v1/auth/anonymous" \
+  -H "Content-Type: application/json" \
+  -d "{\"accessToken\": \"$SECURITY_TOKEN\"}"
+# Expect: {"authToken":"eyJhbGc..."}  → save the authToken value
+```
+
+## 3. Chat with the agent (API)
+
+```bash
+export JWT="<paste the authToken from step 2>"
+
+curl -s -X POST "$BASE/api/v1/agent/chat" \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer $JWT" \
+  -d '{"messages":[{"role":"user","content":"What is my current portfolio allocation?"}]}'
+# Expect: {"message":{"role":"assistant","content":"..."},"verification":{...}}
+```
+
+## 4. Chat in the browser (easiest)
+
+1. Open: **https://ghostfolio-production-1d0f.up.railway.app/api/v1/agent/chat**
+2. When prompted, paste your **security token**.
+3. The page exchanges it for a JWT and then you can chat in the UI.
+
+## 5. Example test questions
+
+- "What is my portfolio allocation?"
+- "How did my portfolio perform this year?"
+- "List my recent transactions."
+- "What is the current price of AAPL?"
+
+## Troubleshooting
+
+- **403 on /auth/anonymous:** Security token is wrong or expired. Regenerate in Ghostfolio Admin.
+- **403 on /agent/chat:** JWT expired or missing. Get a fresh JWT from step 2.
+- **500 or empty response:** Check `OPENROUTER_API_KEY` and `OPENROUTER_MODEL` in Railway Variables.
diff --git a/apps/api/src/app/endpoints/agent/agent.service.ts b/apps/api/src/app/endpoints/agent/agent.service.ts
index 82629662c..16d34b890 100644
--- a/apps/api/src/app/endpoints/agent/agent.service.ts
+++ b/apps/api/src/app/endpoints/agent/agent.service.ts
@@ -11,12 +11,34 @@ import { DataSource } from '@prisma/client';
 
 import { Injectable, Logger } from '@nestjs/common';
 import { createOpenRouter } from '@openrouter/ai-sdk-provider';
+import * as ai from 'ai';
 import { generateText, tool } from 'ai';
+import { Client } from 'langsmith';
+import {
+  createLangSmithProviderOptions,
+  wrapAISDK
+} from 'langsmith/experimental/vercel';
 import { randomUUID } from 'crypto';
 import { z } from 'zod';
 
 import { AgentTraceService, ToolTrace } from './agent-trace.service';
 
+const LANGSMITH_ENDPOINT = 'https://api.smith.langchain.com';
+
+function ensureLangSmithEnv(): string | null {
+  const key =
+    process.env.LANGSMITH_API_KEY ?? process.env.LANGCHAIN_API_KEY;
+  if (!key) return null;
+  process.env.LANGCHAIN_API_KEY = process.env.LANGCHAIN_API_KEY ?? key;
+  process.env.LANGCHAIN_TRACING = 'true';
+  process.env.LANGSMITH_TRACING = 'true';
+  process.env.LANGCHAIN_ENDPOINT =
+    process.env.LANGCHAIN_ENDPOINT ?? LANGSMITH_ENDPOINT;
+  process.env.LANGSMITH_ENDPOINT =
+    process.env.LANGSMITH_ENDPOINT ?? LANGSMITH_ENDPOINT;
+  return key;
+}
+
 export interface AgentChatMessage {
   role: 'user' | 'assistant' | 'system';
   content: string;
@@ -280,14 +302,34 @@ export class AgentService {
         content: m.content
       }));
 
+      // Optional LangSmith tracing (same pattern as Collabboard)
+      const hasLangSmith = !!ensureLangSmithEnv();
+      const langsmithClient = hasLangSmith ? new Client() : null;
+      const tracedAi = langsmithClient
+        ? wrapAISDK(ai, { client: langsmithClient })
+        : null;
+      const generateTextFn = tracedAi?.generateText ?? generateText;
+
       const llmT0 = Date.now();
-      const { text, usage } = await generateText({
+      const { text, usage } = await generateTextFn({
         model: openRouter.chat(openRouterModel),
         system: systemPrompt,
         messages: coreMessages,
         tools,
-        maxSteps: 5
+        maxSteps: 5,
+        ...(langsmithClient && {
+          providerOptions: {
+            langsmith: createLangSmithProviderOptions({
+              name: 'Ghostfolio Agent',
+              tags: ['ghostfolio', 'agent'],
+              metadata: { traceId }
+            })
+          }
+        })
       });
+      if (langsmithClient) {
+        await langsmithClient.awaitPendingTraceBatches?.();
+      }
       const llmMs = Date.now() - llmT0;
 
       const { content, verification } = verifyAgentOutput(text);
diff --git a/apps/client/src/app/app.routes.ts b/apps/client/src/app/app.routes.ts
index 9588cee68..a10c2aa4e 100644
--- a/apps/client/src/app/app.routes.ts
+++ b/apps/client/src/app/app.routes.ts
@@ -27,6 +27,15 @@ export const routes: Routes = [
     loadChildren: () =>
       import('./pages/admin/admin-page.routes').then((m) => m.routes)
   },
+  {
+    canActivate: [AuthGuard],
+    loadComponent: () =>
+      import('./pages/agent/agent-page.component').then(
+        (c) => c.GfAgentPageComponent
+      ),
+    path: internalRoutes.agent.path,
+    title: internalRoutes.agent.title
+  },
   {
     canActivate: [AuthGuard],
     loadComponent: () =>
diff --git a/apps/client/src/app/components/header/header.component.html b/apps/client/src/app/components/header/header.component.html
index 501119b31..f0b88e0d4 100644
--- a/apps/client/src/app/components/header/header.component.html
+++ b/apps/client/src/app/components/header/header.component.html
@@ -88,6 +88,22 @@
           >Resources</a
         >
       </li>
+      @if (hasPermissionToAccessAgent) {
+        <li class="list-inline-item">
+          <a
+            class="d-none d-sm-block"
+            i18n
+            mat-flat-button
+            [ngClass]="{
+              'font-weight-bold': currentRoute === internalRoutes.agent.path,
+              'text-decoration-underline':
+                currentRoute === internalRoutes.agent.path
+            }"
+            [routerLink]="routerLinkAgent"
+            >AI Agent</a
+          >
+        </li>
+      }
       @if (
         hasPermissionForSubscription && user?.subscription?.type === 'Basic'
       ) {
@@ -289,6 +305,18 @@
               >Admin Control</a
             >
           }
+          @if (hasPermissionToAccessAgent) {
+            <a
+              class="d-flex d-sm-none"
+              i18n
+              mat-menu-item
+              [ngClass]="{
+                'font-weight-bold': currentRoute === internalRoutes.agent.path
+              }"
+              [routerLink]="routerLinkAgent"
+              >AI Agent</a
+            >
+          }
           <hr class="m-0" />
           <a
             class="d-flex d-sm-none"
diff --git a/apps/client/src/app/components/header/header.component.ts b/apps/client/src/app/components/header/header.component.ts
index 9b003a590..9e9687aed 100644
--- a/apps/client/src/app/components/header/header.component.ts
+++ b/apps/client/src/app/components/header/header.component.ts
@@ -109,6 +109,7 @@ export class GfHeaderComponent implements OnChanges {
   public hasPermissionForAuthToken: boolean;
   public hasPermissionForSubscription: boolean;
   public hasPermissionToAccessAdminControl: boolean;
+  public hasPermissionToAccessAgent: boolean;
   public hasPermissionToAccessAssistant: boolean;
   public hasPermissionToAccessFearAndGreedIndex: boolean;
   public hasPermissionToCreateUser: boolean;
@@ -124,6 +125,7 @@ export class GfHeaderComponent implements OnChanges {
   public routerLinkAccount = internalRoutes.account.routerLink;
   public routerLinkAccounts = internalRoutes.accounts.routerLink;
   public routerLinkAdminControl = internalRoutes.adminControl.routerLink;
+  public routerLinkAgent = internalRoutes.agent.routerLink;
   public routerLinkFeatures = publicRoutes.features.routerLink;
   public routerLinkMarkets = publicRoutes.markets.routerLink;
   public routerLinkPortfolio = internalRoutes.portfolio.routerLink;
@@ -196,6 +198,11 @@ export class GfHeaderComponent implements OnChanges {
       permissions.accessAssistant
     );
 
+    this.hasPermissionToAccessAgent = hasPermission(
+      this.user?.permissions,
+      permissions.readAiPrompt
+    );
+
     this.hasPermissionToAccessFearAndGreedIndex = hasPermission(
       this.info?.globalPermissions,
       permissions.enableFearAndGreedIndex
diff --git a/apps/client/src/app/pages/agent/agent-page.component.html b/apps/client/src/app/pages/agent/agent-page.component.html
new file mode 100644
index 000000000..9e55244d6
--- /dev/null
+++ b/apps/client/src/app/pages/agent/agent-page.component.html
@@ -0,0 +1,81 @@
+<div class="container h-100 d-flex flex-column agent-page">
+  <h1 class="h3 line-height-1 mb-3 mt-3">
+    <span i18n>AI Agent</span>
+    <small class="text-muted d-block mt-1" i18n>Ask questions about your portfolio in plain language.</small>
+  </h1>
+
+  @if (messages.length === 0 && !isLoading) {
+    <div class="suggestions mb-3">
+      <p class="text-muted mb-2" i18n>Try asking:</p>
+      <div class="d-flex flex-wrap gap-2">
+        @for (s of suggestions; track s) {
+          <button
+            class="suggestion-chip"
+            mat-stroked-button
+            (click)="onSuggestionClick(s)"
+          >
+            {{ s }}
+          </button>
+        }
+      </div>
+    </div>
+  }
+
+  <div
+    #messagesContainer
+    class="messages-container flex-grow-1 overflow-auto mb-2 p-2 rounded"
+  >
+    @for (msg of messages; track $index) {
+      <div
+        class="message-row d-flex gap-2 mb-3"
+        [class.user]="msg.role === 'user'"
+        [class.assistant]="msg.role === 'assistant'"
+      >
+        @if (msg.role === 'assistant') {
+          <div class="avatar assistant-avatar">G</div>
+        }
+        <div
+          class="message-bubble p-2 rounded"
+          [class.user-bubble]="msg.role === 'user'"
+          [class.assistant-bubble]="msg.role === 'assistant'"
+        >
+          <span class="message-content">{{ msg.content }}</span>
+        </div>
+        @if (msg.role === 'user') {
+          <div class="avatar user-avatar">U</div>
+        }
+      </div>
+    }
+    @if (isLoading) {
+      <div class="message-row d-flex gap-2 mb-3 assistant">
+        <div class="avatar assistant-avatar">G</div>
+        <div class="message-bubble assistant-bubble p-2 rounded typing">
+          <span class="typing-dots">
+            <span></span><span></span><span></span>
+          </span>
+        </div>
+      </div>
+    }
+  </div>
+
+  <div class="input-bar d-flex gap-2 align-items-end p-2 rounded">
+    <textarea
+      #inputEl
+      class="flex-grow-1 p-2 rounded border-0"
+      [placeholder]="'Ask about your portfolio...' | i18n"
+      [(ngModel)]="inputText"
+      [disabled]="isLoading"
+      rows="1"
+      (keydown.enter)="onInputKeydown($event)"
+    ></textarea>
+    <button
+      class="send-btn"
+      mat-flat-button
+      color="primary"
+      [disabled]="isLoading || !inputText?.trim()"
+      (click)="send()"
+    >
+      <span i18n>Send</span>
+    </button>
+  </div>
+</div>
diff --git a/apps/client/src/app/pages/agent/agent-page.component.ts b/apps/client/src/app/pages/agent/agent-page.component.ts
new file mode 100644
index 000000000..00122a7ba
--- /dev/null
+++ b/apps/client/src/app/pages/agent/agent-page.component.ts
@@ -0,0 +1,139 @@
+import { internalRoutes } from '@ghostfolio/common/routes/routes';
+import { NotificationService } from '@ghostfolio/ui/notifications';
+
+import { CommonModule } from '@angular/common';
+import {
+  ChangeDetectorRef,
+  Component,
+  ElementRef,
+  OnDestroy,
+  OnInit,
+  ViewChild
+} from '@angular/core';
+import { FormsModule } from '@angular/forms';
+import { HttpClient } from '@angular/common/http';
+import { MatButtonModule } from '@angular/material/button';
+import { RouterModule } from '@angular/router';
+import { Subject } from 'rxjs';
+import { takeUntil } from 'rxjs/operators';
+
+interface ChatMessage {
+  role: 'user' | 'assistant';
+  content: string;
+}
+
+interface AgentChatResponse {
+  message: { role: string; content: string };
+  verification?: { passed: boolean; type: string; message?: string };
+  error?: string;
+}
+
+@Component({
+  host: { class: 'page' },
+  imports: [
+    CommonModule,
+    FormsModule,
+    MatButtonModule,
+    RouterModule
+  ],
+  selector: 'gf-agent-page',
+  styleUrls: ['./agent-page.scss'],
+  templateUrl: './agent-page.html'
+})
+export class GfAgentPageComponent implements OnDestroy, OnInit {
+  @ViewChild('messagesContainer') messagesContainer: ElementRef<HTMLElement>;
+  @ViewChild('inputEl') inputEl: ElementRef<HTMLTextAreaElement>;
+
+  public inputText = '';
+  public isLoading = false;
+  public messages: ChatMessage[] = [];
+  public routerLinkPortfolio = internalRoutes.portfolio.routerLink;
+  public suggestions = [
+    $localize`What is my portfolio allocation?`,
+    $localize`How did my portfolio perform this year?`,
+    $localize`List my recent transactions.`,
+    $localize`What is the current price of AAPL?`
+  ];
+
+  private unsubscribeSubject = new Subject<void>();
+
+  public constructor(
+    private changeDetectorRef: ChangeDetectorRef,
+    private http: HttpClient,
+    private notificationService: NotificationService
+  ) {}
+
+  public ngOnInit() {
+    // No auth needed here - AuthGuard ensures user is logged in; interceptor adds JWT
+  }
+
+  public ngOnDestroy() {
+    this.unsubscribeSubject.next();
+    this.unsubscribeSubject.complete();
+  }
+
+  public onInputKeydown(event: KeyboardEvent) {
+    if (event.key !== 'Enter') return;
+    if (event.shiftKey) return; // allow newline with Shift+Enter
+    event.preventDefault();
+    this.send();
+  }
+
+  public onSuggestionClick(text: string) {
+    this.inputText = text;
+    this.send();
+  }
+
+  public send() {
+    const text = (this.inputText ?? '').trim();
+    if (!text || this.isLoading) return;
+
+    this.inputText = '';
+    this.messages.push({ role: 'user', content: text });
+    this.isLoading = true;
+    this.scrollToBottom();
+    this.changeDetectorRef.markForCheck();
+
+    const body = {
+      messages: this.messages.map((m) => ({ role: m.role, content: m.content }))
+    };
+
+    this.http
+      .post<AgentChatResponse>('/api/v1/agent/chat', body)
+      .pipe(takeUntil(this.unsubscribeSubject))
+      .subscribe({
+        next: (res) => {
+          this.messages.push({
+            role: 'assistant',
+            content: res.message?.content ?? $localize`No response.`
+          });
+          this.isLoading = false;
+          this.scrollToBottom();
+          this.changeDetectorRef.markForCheck();
+        },
+        error: (err) => {
+          const msg =
+            err?.error?.error ??
+            err?.message ??
+            $localize`Request failed. Check your connection and try again.`;
+          this.messages.push({
+            role: 'assistant',
+            content: $localize`Error: ${msg}`
+          });
+          this.isLoading = false;
+          this.scrollToBottom();
+          this.changeDetectorRef.markForCheck();
+          this.notificationService.alert({ title: $localize`Agent Error`, message: msg });
+        }
+      });
+  }
+
+  private scrollToBottom() {
+    setTimeout(() => {
+      const el = this.messagesContainer?.nativeElement;
+      if (el) {
+        el.scrollTop = el.scrollHeight;
+      }
+    }, 50);
+  }
+}
diff --git a/apps/client/src/app/pages/agent/agent-page.scss b/apps/client/src/app/pages/agent/agent-page.scss
new file mode 100644
index 000000000..27ce02cc7
--- /dev/null
+++ b/apps/client/src/app/pages/agent/agent-page.scss
@@ -0,0 +1,112 @@
+.agent-page {
+  max-width: 48rem;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.messages-container {
+  min-height: 12rem;
+  background: var(--mat-sys-surface-container-low, #f5f5f5);
+}
+
+:host-context(.dark-theme) .messages-container {
+  background: var(--mat-sys-surface-container-low, #1e1e1e);
+}
+
+.message-row {
+  max-width: 90%;
+  &.user {
+    flex-direction: row-reverse;
+    margin-left: auto;
+    .user-bubble {
+      background: var(--mat-sys-primary-container, #d0bcff);
+      color: var(--mat-sys-on-primary-container, #1d1b20);
+    }
+  }
+  &.assistant {
+    margin-right: auto;
+    .assistant-bubble {
+      background: var(--mat-sys-surface-container-high, #e6e0e9);
+      color: var(--mat-sys-on-surface, #1c1b1f);
+    }
+  }
+}
+
+:host-context(.dark-theme) .message-row.assistant .assistant-bubble {
+  background: var(--mat-sys-surface-container-high, #2d2a32);
+  color: var(--mat-sys-on-surface, #e6e1e5);
+}
+
+.message-bubble {
+  max-width: 100%;
+  word-break: break-word;
+  white-space: pre-wrap;
+}
+
+.avatar {
+  width: 2rem;
+  height: 2rem;
+  border-radius: 50%;
+  flex-shrink: 0;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  font-size: 0.75rem;
+  font-weight: 700;
+  &.user-avatar {
+    background: var(--mat-sys-primary, #6750a4);
+    color: white;
+  }
+  &.assistant-avatar {
+    background: var(--mat-sys-secondary-container, #e8def8);
+    color: var(--mat-sys-on-secondary-container, #1d1b20);
+  }
+}
+
+.typing-dots {
+  display: flex;
+  gap: 0.25rem;
+  span {
+    width: 0.5rem;
+    height: 0.5rem;
+    border-radius: 50%;
+    background: currentColor;
+    opacity: 0.5;
+    animation: typing-blink 1.4s ease-in-out infinite both;
+    &:nth-child(2) {
+      animation-delay: 0.2s;
+    }
+    &:nth-child(3) {
+      animation-delay: 0.4s;
+    }
+  }
+}
+
+@keyframes typing-blink {
+  0%,
+  80%,
+  100% {
+    opacity: 0.3;
+  }
+  40% {
+    opacity: 1;
+  }
+}
+
+.input-bar {
+  background: var(--mat-sys-surface-container, #f3edf7);
+  textarea {
+    min-height: 2.5rem;
+    resize: none;
+    font: inherit;
+    outline: none;
+  }
+}
+
+:host-context(.dark-theme) .input-bar {
+  background: var(--mat-sys-surface-container, #2d2a32);
+}
+
+.suggestion-chip {
+  font-size: 0.875rem;
+}
diff --git a/libs/common/src/lib/routes/routes.ts b/libs/common/src/lib/routes/routes.ts
index 53ecd104e..1ee7615f4 100644
--- a/libs/common/src/lib/routes/routes.ts
+++ b/libs/common/src/lib/routes/routes.ts
@@ -68,6 +68,12 @@ export const internalRoutes: Record<string, InternalRoute> = {
     routerLink: ['/accounts'],
     title: $localize`Accounts`
   },
+  agent: {
+    excludeFromAssistant: true,
+    path: 'agent',
+    routerLink: ['/agent'],
+    title: $localize`AI Agent`
+  },
   api: {
     excludeFromAssistant: true,
     path: 'api',
diff --git a/package-lock.json b/package-lock.json
index e12e84ff8..06cd4e567 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -69,6 +69,7 @@
         "http-status-codes": "2.3.0",
         "ionicons": "8.0.13",
         "jsonpath": "1.1.1",
+        "langsmith": "^0.5.6",
         "lodash": "4.17.23",
         "marked": "17.0.2",
         "ms": "3.0.0-canary.1",
@@ -161,13 +162,6 @@
         "node": ">=22.18.0"
       }
     },
-    "node_modules/@acemir/cssom": {
-      "version": "0.9.30",
-      "resolved": "https://registry.npmjs.org/@acemir/cssom/-/cssom-0.9.30.tgz",
-      "integrity": "sha512-9CnlMCI0LmCIq0olalQqdWrJHPzm0/tw3gzOA9zJSgvFX7Xau3D24mAGa4BtwxwY69nsuJW6kQqqCzf/mEcQgg==",
-      "dev": true,
-      "license": "MIT"
-    },
     "node_modules/@adobe/css-tools": {
       "version": "4.4.3",
       "resolved": "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.4.3.tgz",
@@ -458,6 +452,7 @@
       "version": "2.3.0",
       "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
       "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==",
+      "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
         "@jridgewell/gen-mapping": "^0.3.5",
@@ -500,7 +495,6 @@
       "integrity": "sha512-h882zE4NpfXQIzCKq6cXq4FBTd43rLCLX5RZL/sa38cFVNDp51HNn+rU9l4PeXQOKllq4CVmj9ePgVecyMpr2Q==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@ampproject/remapping": "2.3.0",
         "@angular-devkit/architect": "0.2101.1",
@@ -724,7 +718,6 @@
       "resolved": "https://registry.npmjs.org/@angular-devkit/core/-/core-21.1.1.tgz",
       "integrity": "sha512-rCwfBUemyRoAfrO4c85b49lkPiD5WljWE+IK7vjUNIFFf4TXOS4tg4zxqopUDVE4zEjXORa5oHCEc5HCerjn1g==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "ajv": "8.17.1",
         "ajv-formats": "3.0.1",
@@ -782,7 +775,6 @@
       "resolved": "https://registry.npmjs.org/@angular-devkit/schematics/-/schematics-21.1.1.tgz",
       "integrity": "sha512-3ptEOuALghEYEPVbhRa7g8a+YmvmHqHVNqF9XqCbG22nPGWkE58qfNNbXi3tF9iQxzKSGw5Iy5gYUvSvpsdcfw==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@angular-devkit/core": "21.1.1",
         "jsonc-parser": "3.3.1",
@@ -864,7 +856,6 @@
       "integrity": "sha512-PYVgNbjNtuD5/QOuS6cHR8A7bRqsVqxtUUXGqdv76FYMAajQcAvyfR0QxOkqf3NmYxgNgO3hlUHWq0ILjVbcow==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@angular-eslint/bundled-angular-compiler": "21.1.0",
         "eslint-scope": "^9.0.0"
@@ -911,7 +902,6 @@
       "resolved": "https://registry.npmjs.org/@angular/animations/-/animations-21.1.1.tgz",
       "integrity": "sha512-OQRyNbFBCkuihdCegrpN/Np5YQ7uV9if48LAoXxT68tYhK3S/Qbyx2MzJpOMFEFNfpjXRg1BZr8hVcZVFnArpg==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "tslib": "^2.3.0"
       },
@@ -926,8 +916,8 @@
       "version": "21.1.1",
       "resolved": "https://registry.npmjs.org/@angular/build/-/build-21.1.1.tgz",
       "integrity": "sha512-OqlfH7tkahw/lFT6ACU6mqt3AGgTxxT27JTqpzZOeGo1ferR9dq1O6/CT4GiNyr/Z1AMfs7rBWlQH68y1QZb2g==",
+      "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@ampproject/remapping": "2.3.0",
         "@angular-devkit/architect": "0.2101.1",
@@ -1026,6 +1016,7 @@
       "version": "6.2.2",
       "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-6.2.2.tgz",
       "integrity": "sha512-Bq3SmSpyFHaWjPk8If9yc6svM8c56dB5BAtW4Qbw5jHTwwXXcTLoRMkpDJp6VL0XzlWaCHTXrkFURMYmD0sLqg==",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=12"
@@ -1038,6 +1029,7 @@
       "version": "6.2.3",
       "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-6.2.3.tgz",
       "integrity": "sha512-4Dj6M28JB+oAH8kFkTLUo+a2jwOFkuqb3yucU0CANcRRUbxS0cP0nZYCGjcc3BNXwRIsUVmDGgzawme7zvJHvg==",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=12"
@@ -1050,18 +1042,21 @@
       "version": "10.6.0",
       "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-10.6.0.tgz",
       "integrity": "sha512-toUI84YS5YmxW219erniWD0CIVOo46xGKColeNQRgOzDorgBi1v4D71/OFzgD9GO2UGKIv1C3Sp8DAn0+j5w7A==",
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/@angular/build/node_modules/eventemitter3": {
       "version": "5.0.1",
       "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.1.tgz",
       "integrity": "sha512-GWkBvjiSZK87ELrYOSESUYeVIc9mvLLf/nXalMOS5dYrgZq9o5OVkbZAVM06CVxYsCwH9BDZFPlQTlPA1j4ahA==",
+      "dev": true,
       "license": "MIT"
     },
     "node_modules/@angular/build/node_modules/listr2": {
       "version": "9.0.5",
       "resolved": "https://registry.npmjs.org/listr2/-/listr2-9.0.5.tgz",
       "integrity": "sha512-ME4Fb83LgEgwNw96RKNvKV4VTLuXfoKudAmm2lP8Kk87KaMK0/Xrx/aAkMWmT8mDb+3MlFDspfbCs7adjRxA2g==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "cli-truncate": "^5.0.0",
@@ -1079,6 +1074,7 @@
       "version": "0.30.21",
       "resolved": "https://registry.npmjs.org/magic-string/-/magic-string-0.30.21.tgz",
       "integrity": "sha512-vd2F4YUyEXKGcLHoq+TEyCjxueSeHnFxyyjNp80yg0XV4vUhnDer/lvvlqM/arB5bXQN5K2/3oinyCRyx8T2CQ==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "@jridgewell/sourcemap-codec": "^1.5.5"
@@ -1088,6 +1084,7 @@
       "version": "4.0.3",
       "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-4.0.3.tgz",
       "integrity": "sha512-5gTmgEY/sqK6gFXLIsQNH19lWb4ebPDLA4SdLP7dsWkIXHWlG66oPuVvXSGFPppYZz8ZDZq0dYYrbHfBCVUb1Q==",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=12"
@@ -1100,6 +1097,7 @@
       "version": "7.2.0",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-7.2.0.tgz",
       "integrity": "sha512-tsaTIkKW9b4N+AEj+SVA+WhJzV7/zMhcSu78mLKWSk7cXMOSHsBKFWUs0fWwq8QyK3MgJBQRX6Gbi4kYbdvGkQ==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "emoji-regex": "^10.3.0",
@@ -1117,6 +1115,7 @@
       "version": "7.1.2",
       "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-7.1.2.tgz",
       "integrity": "sha512-gmBGslpoQJtgnMAvOVqGZpEz9dyoKTCzy2nfz/n8aIFhN/jCE/rCmcxabB6jOOHV+0WNnylOxaxBQPSvcWklhA==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "ansi-regex": "^6.0.1"
@@ -1132,6 +1131,7 @@
       "version": "7.18.2",
       "resolved": "https://registry.npmjs.org/undici/-/undici-7.18.2.tgz",
       "integrity": "sha512-y+8YjDFzWdQlSE9N5nzKMT3g4a5UBX1HKowfdXh0uvAnTaqqwqB92Jt4UXBAeKekDs5IaDKyJFR4X1gYVCgXcw==",
+      "dev": true,
       "license": "MIT",
       "engines": {
         "node": ">=20.18.1"
@@ -1141,6 +1141,7 @@
       "version": "9.0.2",
       "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-9.0.2.tgz",
       "integrity": "sha512-42AtmgqjV+X1VpdOfyTGOYRi0/zsoLqtXQckTmqTeybT+BDIbM/Guxo7x3pE2vtpr1ok6xRqM9OpBe+Jyoqyww==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
         "ansi-styles": "^6.2.1",
@@ -1159,7 +1160,6 @@
       "resolved": "https://registry.npmjs.org/@angular/cdk/-/cdk-21.1.1.tgz",
       "integrity": "sha512-lzscv+A6FCQdyWIr0t0QHXEgkLzS9wJwgeOOOhtxbixxxuk7xVXdcK/jnswE1Maugh1m696jUkOhZpffks3psA==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "parse5": "^8.0.0",
         "tslib": "^2.3.0"
@@ -1177,7 +1177,6 @@
       "integrity": "sha512-eXhHuYvruWHBn7lX3GuAyLq29+ELwPADOW8ShzZkWRPNlIDiFDsS5pXrxkM9ez+8f86kfDHh88Twevn4UBUqQg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@angular-devkit/architect": "0.2101.1",
         "@angular-devkit/core": "21.1.1",
@@ -1271,7 +1270,6 @@
       "integrity": "sha512-ME4Fb83LgEgwNw96RKNvKV4VTLuXfoKudAmm2lP8Kk87KaMK0/Xrx/aAkMWmT8mDb+3MlFDspfbCs7adjRxA2g==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "cli-truncate": "^5.0.0",
         "colorette": "^2.0.20",
@@ -1351,7 +1349,6 @@
       "resolved": "https://registry.npmjs.org/@angular/common/-/common-21.1.1.tgz",
       "integrity": "sha512-Di2I6TooHdKun3SqRr45o4LbWJq/ZdwUt3fg0X3obPYaP/f6TrFQ4TMjcl03EfPufPtoQx6O+d32rcWVLhDxyw==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
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       },
@@ -1368,7 +1365,6 @@
       "resolved": "https://registry.npmjs.org/@angular/compiler/-/compiler-21.1.1.tgz",
       "integrity": "sha512-Urd3bh0zv0MQ//S7RRTanIkOMAZH/A7vSMXUDJ3aflplNs7JNbVqBwDNj8NoX1V+os+fd8JRJOReCc1EpH4ZKQ==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "tslib": "^2.3.0"
       },
@@ -1380,8 +1376,8 @@
       "version": "21.1.1",
       "resolved": "https://registry.npmjs.org/@angular/compiler-cli/-/compiler-cli-21.1.1.tgz",
       "integrity": "sha512-CCB8SZS0BzqLOdOaMpPpOW256msuatYCFDRTaT+awYIY1vQp/eLXzkMTD2uqyHraQy8cReeH/P6optRP9A077Q==",
+      "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@babel/core": "7.28.5",
         "@jridgewell/sourcemap-codec": "^1.4.14",
@@ -1414,7 +1410,6 @@
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       "integrity": "sha512-KFRCEhsi02pY1EqJ5rnze4mzSaacqh14D8goDhtmARiUH0tefaHR+uKyu4bKSrWga2T/ExG0DJX52LhHRs2qSw==",
       "license": "MIT",
-      "peer": true,
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       },
@@ -1440,7 +1435,6 @@
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       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@standard-schema/spec": "^1.0.0",
         "tslib": "^2.3.0"
@@ -1469,9 +1463,8 @@
       "version": "21.1.1",
       "resolved": "https://registry.npmjs.org/@angular/localize/-/localize-21.1.1.tgz",
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-      "devOptional": true,
+      "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@babel/core": "7.28.5",
         "@types/babel__core": "7.20.5",
@@ -1513,7 +1506,6 @@
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       "license": "MIT",
-      "peer": true,
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@@ -1536,7 +1528,6 @@
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       "license": "MIT",
-      "peer": true,
       "dependencies": {
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       },
@@ -1580,7 +1571,6 @@
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       "license": "MIT",
-      "peer": true,
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       },
@@ -1599,7 +1589,6 @@
       "resolved": "https://registry.npmjs.org/@angular/service-worker/-/service-worker-21.1.1.tgz",
       "integrity": "sha512-ByVSU0j3CDcZwigyuGFgVts1mI6Y9LW3SMaNUszc3PFQSyvPtmFfYMYKkZ9ek1DXDaM7jbiJu8Jm1y8j4tqidA==",
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "tslib": "^2.3.0"
       },
@@ -1628,86 +1617,11 @@
         "url": "https://github.com/sponsors/antfu"
       }
     },
-    "node_modules/@asamuzakjp/css-color": {
-      "version": "4.1.1",
-      "resolved": "https://registry.npmjs.org/@asamuzakjp/css-color/-/css-color-4.1.1.tgz",
-      "integrity": "sha512-B0Hv6G3gWGMn0xKJ0txEi/jM5iFpT3MfDxmhZFb4W047GvytCf1DHQ1D69W3zHI4yWe2aTZAA0JnbMZ7Xc8DuQ==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "@csstools/css-calc": "^2.1.4",
-        "@csstools/css-color-parser": "^3.1.0",
-        "@csstools/css-parser-algorithms": "^3.0.5",
-        "@csstools/css-tokenizer": "^3.0.4",
-        "lru-cache": "^11.2.4"
-      }
-    },
-    "node_modules/@asamuzakjp/css-color/node_modules/lru-cache": {
-      "version": "11.2.4",
-      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-11.2.4.tgz",
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-      "license": "BlueOak-1.0.0",
-      "engines": {
-        "node": "20 || >=22"
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-    "node_modules/@asamuzakjp/dom-selector": {
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-      "peer": true,
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@@ -35479,6 +35281,7 @@
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@@ -35506,6 +35309,7 @@
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+      "dev": true,
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@@ -35518,6 +35322,7 @@
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@@ -35530,6 +35335,7 @@
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@@ -35544,12 +35350,14 @@
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+      "dev": true,
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@@ -35567,6 +35375,7 @@
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+      "dev": true,
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@@ -35582,6 +35391,7 @@
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+      "dev": true,
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@@ -35599,6 +35409,7 @@
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+      "dev": true,
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@@ -35643,6 +35454,7 @@
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+      "dev": true,
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@@ -35655,8 +35467,8 @@
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+      "dev": true,
       "license": "MIT",
-      "peer": true,
       "funding": {
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       }
@@ -35674,8 +35486,7 @@
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-      "license": "MIT",
-      "peer": true
+      "license": "MIT"
     }
   }
 }
diff --git a/package.json b/package.json
index ad615c3a0..00b82644e 100644
--- a/package.json
+++ b/package.json
@@ -114,6 +114,7 @@
     "http-status-codes": "2.3.0",
     "ionicons": "8.0.13",
     "jsonpath": "1.1.1",
+    "langsmith": "^0.5.6",
     "lodash": "4.17.23",
     "marked": "17.0.2",
     "ms": "3.0.0-canary.1",