chore(ci): Bump version to 2025.9.12

Co-authored-by: elisiariocouto <818914+elisiariocouto@users.noreply.github.com>

.gitignore

@@ -162,3 +162,5 @@ docker-compose.dev.yml
 nocodb/
 sql/
 leggen.db
+*.db
+config.toml

.pre-commit-config.yaml

@@ -15,8 +15,8 @@ repos:
     hooks:
       - id: mypy
         name: Static type check with mypy
-        entry: uv run mypy leggen leggend --check-untyped-defs
-        files: "^leggen(d)?/.*"
+        entry: uv run mypy leggen --check-untyped-defs
+        files: "^leggen/.*"
         language: "system"
         types: ["python"]
         always_run: true

AGENTS.md

@@ -1,5 +1,55 @@
 # Agent Guidelines for Leggen
 
+## Quick Setup for Development
+
+### Prerequisites
+- **uv** must be installed for Python dependency management (can be installed via `pip install uv`)
+- **Configuration file**: Copy `config.example.toml` to `config.toml` before running any commands:
+  ```bash
+  cp config.example.toml config.toml
+  ```
+
+### Generate Mock Database
+The leggen CLI provides a command to generate a mock database for testing:
+
+```bash
+# Generate sample database with default settings (3 accounts, 50 transactions each)
+uv run leggen --config config.toml generate_sample_db --database /path/to/test.db --force
+
+# Custom configuration
+uv run leggen --config config.toml generate_sample_db --database ./test-data.db --accounts 5 --transactions 100 --force
+```
+
+The command outputs instructions for setting the required environment variable to use the generated database.
+
+### Start the API Server
+1. Install uv if not already installed: `pip install uv`
+2. Set the database environment variable to point to your generated mock database:
+   ```bash
+   export LEGGEN_DATABASE_PATH=/path/to/your/generated/database.db
+   ```
+3. Ensure the API can find the configuration file (choose one):
+   ```bash
+   # Option 1: Copy config to the expected location
+   mkdir -p ~/.config/leggen && cp config.toml ~/.config/leggen/config.toml
+   
+   # Option 2: Set environment variable to current config file
+   export LEGGEN_CONFIG_FILE=./config.toml
+   ```
+4. Start the API server:
+   ```bash
+   uv run leggen server
+   ```
+   - For development mode with auto-reload: `uv run leggen server --reload`
+   - API will be available at `http://localhost:8000` with docs at `http://localhost:8000/docs`
+
+### Start the Frontend
+1. Navigate to the frontend directory: `cd frontend`
+2. Install npm dependencies: `npm install`
+3. Start the development server: `npm run dev`
+   - Frontend will be available at `http://localhost:3000`
+   - The frontend is configured to connect to the API at `http://localhost:8000/api/v1`
+
 ## Build/Lint/Test Commands
 
 ### Frontend (React/TypeScript)
@@ -10,7 +60,7 @@
 ### Backend (Python)
 - **Lint**: `uv run ruff check .`
 - **Format**: `uv run ruff format .`
-- **Type check**: `uv run mypy leggen leggend --check-untyped-defs`
+- **Type check**: `uv run mypy leggen --check-untyped-defs`
 - **All checks**: `uv run pre-commit run --all-files`
 - **Run all tests**: `uv run pytest`
 - **Run single test**: `uv run pytest tests/unit/test_api_accounts.py::TestAccountsAPI::test_get_all_accounts_success -v`
@@ -37,6 +87,20 @@
 
 ### General
 - **Formatting**: ruff for Python, ESLint for TypeScript
-- **Commits**: Use conventional commits, run pre-commit hooks before pushing
+- **Commits**: Use conventional commits with optional scopes, run pre-commit hooks before pushing
+  - Format: `type(scope): Description starting with uppercase and ending with period.`
+  - Scopes: `cli`, `api`, `frontend` (optional)
+  - Types: `feat`, `fix`, `refactor` (avoid too many different types)
+  - Examples:
+    - `feat(frontend): Add support for S3 backups.`
+    - `fix(api): Resolve authentication timeout issues.`
+    - `refactor(cli): Improve error handling for missing config.`
   - Avoid including specific numbers, counts, or data-dependent information that may become outdated
 - **Security**: Never log sensitive data, use environment variables for secrets
+
+## Contributing Guidelines
+
+This repository follows conventional changelog practices. Refer to `CONTRIBUTING.md` for detailed contribution guidelines including:
+- Commit message format and scoping
+- Release process using `scripts/release.sh`
+- Pre-commit hooks setup with `pre-commit install`

CHANGELOG.md

@@ -1,4 +1,98 @@
 
+## 2025.9.12 (2025/09/15)
+
+
+## 2025.9.12 (2025/09/15)
+
+
+## 2025.9.11 (2025/09/15)
+
+### Bug Fixes
+
+- **config:** Add Pydantic validation and fix telegram config field mappings. ([2c6e0995](https://github.com/elisiariocouto/leggen/commit/2c6e0995968c9c9917992fd15ec10a89933c0c21))
+- **config:** Fix example config file. ([d09cf6d0](https://github.com/elisiariocouto/leggen/commit/d09cf6d04ccb6233981f273cd88e0b8ffe074d71))
+- **docs:** Remove test files and update gitignore ([692bee57](https://github.com/elisiariocouto/leggen/commit/692bee574ee8de16496a3c733bad53be3b256990))
+- **frontend:** Align balance calculation between sidebar and Analytics page ([35b6d98e](https://github.com/elisiariocouto/leggen/commit/35b6d98e6a37b1e9caf8a232ffe66380e7203cad))
+- **frontend:** Add ignore rules for eslint on shadcn components. ([74a700ff](https://github.com/elisiariocouto/leggen/commit/74a700ff87b2504c3d394cddd9935c56c3c7a00d))
+-  Resolve all CI failures - linting, typing, and test issues ([c8f0a103](https://github.com/elisiariocouto/leggen/commit/c8f0a103c6ccdb722bbab1ac6973827b41fddc19))
+
+
+### Features
+
+- **analytics:** Fix transaction limits and improve chart legends ([e136fc4b](https://github.com/elisiariocouto/leggen/commit/e136fc4b75243b35a77bc0bf0260808006987d7a))
+- **docs:** Add comprehensive copilot agent setup instructions ([c6ac4455](https://github.com/elisiariocouto/leggen/commit/c6ac4455f848dd429100dd3fc6d43de8c4e5aa6b))
+- **docs:** Add configuration file setup to agent instructions ([482f16c7](https://github.com/elisiariocouto/leggen/commit/482f16c77eef1f477ba49475fe30f809de9a05d7))
+- **frontend:** Enhance transactions page with advanced filtering and UI improvements. ([969776fb](https://github.com/elisiariocouto/leggen/commit/969776fb53261acca2f77b0c761584e201fde118))
+- **frontend:** Replace heavy filter UI with modern shadcn/ui inline filter bar. ([eb27f191](https://github.com/elisiariocouto/leggen/commit/eb27f19196d92a6ae5220b81709fded499a12f4f))
+- **frontend:** Complete shadcn/ui migration with dark mode support and analytics updates. ([66db34c7](https://github.com/elisiariocouto/leggen/commit/66db34c712300ff4b5dbe7e06246f16d6f6a8469))
+
+
+### Miscellaneous Tasks
+
+-  Sort imports, fix deprecated pydantic option. ([2467cb2f](https://github.com/elisiariocouto/leggen/commit/2467cb2f5af07a7262b3221bf61b58ad4017659a))
+-  Check import order using ruff. ([da98b7b2](https://github.com/elisiariocouto/leggen/commit/da98b7b2b77c5b37792dedff11f8256da3b086f7))
+
+
+### Refactor
+
+- **analytics:** Simplify analytics endpoints and eliminate client-side processing. ([077e2bb1](https://github.com/elisiariocouto/leggen/commit/077e2bb1adbdb73ffde17635bd918cd40fe7fb5a))
+-  Unify leggen and leggend packages into single leggen package ([318ca517](https://github.com/elisiariocouto/leggen/commit/318ca517f7ea599b37a8deb47ad80218fbae008f))
+-  Consolidate database layer and eliminate wrapper complexity. ([5ae3a51d](https://github.com/elisiariocouto/leggen/commit/5ae3a51d8138b9aa28dbceabf575ab2577402e70))
+
+
+
+## 2025.9.11 (2025/09/15)
+
+### Bug Fixes
+
+- **config:** Add Pydantic validation and fix telegram config field mappings. ([2c6e0995](https://github.com/elisiariocouto/leggen/commit/2c6e0995968c9c9917992fd15ec10a89933c0c21))
+- **config:** Fix example config file. ([d09cf6d0](https://github.com/elisiariocouto/leggen/commit/d09cf6d04ccb6233981f273cd88e0b8ffe074d71))
+- **docs:** Remove test files and update gitignore ([692bee57](https://github.com/elisiariocouto/leggen/commit/692bee574ee8de16496a3c733bad53be3b256990))
+- **frontend:** Align balance calculation between sidebar and Analytics page ([35b6d98e](https://github.com/elisiariocouto/leggen/commit/35b6d98e6a37b1e9caf8a232ffe66380e7203cad))
+- **frontend:** Add ignore rules for eslint on shadcn components. ([74a700ff](https://github.com/elisiariocouto/leggen/commit/74a700ff87b2504c3d394cddd9935c56c3c7a00d))
+-  Resolve all CI failures - linting, typing, and test issues ([c8f0a103](https://github.com/elisiariocouto/leggen/commit/c8f0a103c6ccdb722bbab1ac6973827b41fddc19))
+
+
+### Features
+
+- **analytics:** Fix transaction limits and improve chart legends ([e136fc4b](https://github.com/elisiariocouto/leggen/commit/e136fc4b75243b35a77bc0bf0260808006987d7a))
+- **docs:** Add comprehensive copilot agent setup instructions ([c6ac4455](https://github.com/elisiariocouto/leggen/commit/c6ac4455f848dd429100dd3fc6d43de8c4e5aa6b))
+- **docs:** Add configuration file setup to agent instructions ([482f16c7](https://github.com/elisiariocouto/leggen/commit/482f16c77eef1f477ba49475fe30f809de9a05d7))
+- **frontend:** Enhance transactions page with advanced filtering and UI improvements. ([969776fb](https://github.com/elisiariocouto/leggen/commit/969776fb53261acca2f77b0c761584e201fde118))
+- **frontend:** Replace heavy filter UI with modern shadcn/ui inline filter bar. ([eb27f191](https://github.com/elisiariocouto/leggen/commit/eb27f19196d92a6ae5220b81709fded499a12f4f))
+- **frontend:** Complete shadcn/ui migration with dark mode support and analytics updates. ([66db34c7](https://github.com/elisiariocouto/leggen/commit/66db34c712300ff4b5dbe7e06246f16d6f6a8469))
+
+
+### Miscellaneous Tasks
+
+-  Sort imports, fix deprecated pydantic option. ([2467cb2f](https://github.com/elisiariocouto/leggen/commit/2467cb2f5af07a7262b3221bf61b58ad4017659a))
+-  Check import order using ruff. ([da98b7b2](https://github.com/elisiariocouto/leggen/commit/da98b7b2b77c5b37792dedff11f8256da3b086f7))
+
+
+### Refactor
+
+- **analytics:** Simplify analytics endpoints and eliminate client-side processing. ([077e2bb1](https://github.com/elisiariocouto/leggen/commit/077e2bb1adbdb73ffde17635bd918cd40fe7fb5a))
+-  Unify leggen and leggend packages into single leggen package ([318ca517](https://github.com/elisiariocouto/leggen/commit/318ca517f7ea599b37a8deb47ad80218fbae008f))
+-  Consolidate database layer and eliminate wrapper complexity. ([5ae3a51d](https://github.com/elisiariocouto/leggen/commit/5ae3a51d8138b9aa28dbceabf575ab2577402e70))
+
+
+
+## 2025.9.10 (2025/09/13)
+
+### Miscellaneous Tasks
+
+- **frontend:** Update dependencies. ([06cf02f4](https://github.com/elisiariocouto/leggen/commit/06cf02f43ff72e4e01692e3a94a06be48d9acb1f))
+
+
+
+## 2025.9.10 (2025/09/13)
+
+### Miscellaneous Tasks
+
+- **frontend:** Update dependencies. ([06cf02f4](https://github.com/elisiariocouto/leggen/commit/06cf02f43ff72e4e01692e3a94a06be48d9acb1f))
+
+
+
 ## 2025.9.9 (2025/09/11)
 
 ### Bug Fixes

CLAUDE.md

@@ -0,0 +1 @@
+AGENTS.md

Dockerfile

@@ -18,7 +18,7 @@ FROM python:3.13-alpine
 LABEL org.opencontainers.image.source="https://github.com/elisiariocouto/leggen"
 LABEL org.opencontainers.image.authors="Elisiário Couto <elisiario@couto.io>"
 LABEL org.opencontainers.image.licenses="MIT"
-LABEL org.opencontainers.image.title="Leggend API"
+LABEL org.opencontainers.image.title="Leggen API"
 LABEL org.opencontainers.image.description="Open Banking API for Leggen"
 LABEL org.opencontainers.image.url="https://github.com/elisiariocouto/leggen"
 
@@ -30,4 +30,4 @@ EXPOSE 8000
 
 HEALTHCHECK --interval=30s --timeout=5s --start-period=5s CMD wget -q --spider http://127.0.0.1:8000/api/v1/health || exit 1
 
-CMD ["/app/.venv/bin/leggend"]
+CMD ["/app/.venv/bin/leggen", "server"]

README.md

@@ -2,14 +2,14 @@
 
 An Open Banking CLI and API service for managing bank connections and transactions.
 
-This tool provides **FastAPI backend service** (`leggend`), a **React Web Interface** and a **command-line interface** (`leggen`) to connect to banks using the GoCardless Open Banking API.
+This tool provides a **unified command-line interface** (`leggen`) with both CLI commands and an integrated **FastAPI backend service**, plus a **React Web Interface** to connect to banks using the GoCardless Open Banking API.
 
 Having your bank data accessible through both CLI and REST API gives you the power to backup, analyze, create reports, and integrate with other applications.
 
 ## 🛠️ Technologies
 
   ### 🔌 API & Backend
-  - [FastAPI](https://fastapi.tiangolo.com/): High-performance async API backend (`leggend` service)
+  - [FastAPI](https://fastapi.tiangolo.com/): High-performance async API backend (integrated into `leggen server`)
   - [GoCardless Open Banking API](https://developer.gocardless.com/bank-account-data/overview): for connecting to banks
   - [APScheduler](https://apscheduler.readthedocs.io/): Background job scheduling with configurable cron
 
@@ -107,7 +107,7 @@ For development or local installation:
 uv sync  # or pip install -e .
 
 # Start the API service
-uv run leggend --reload  # Development mode with auto-reload
+uv run leggen server --reload  # Development mode with auto-reload
 
 # Use the CLI (in another terminal)
 uv run leggen --help
@@ -152,19 +152,19 @@ case-sensitive = ["SpecificStore"]
 
 ## 📖 Usage
 
-### API Service (`leggend`)
+### API Service (`leggen server`)
 
 Start the FastAPI backend service:
 
 ```bash
 # Production mode
-leggend
+leggen server
 
 # Development mode with auto-reload
-leggend --reload
+leggen server --reload
 
 # Custom host and port
-leggend --host 127.0.0.1 --port 8080
+leggen server --host 127.0.0.1 --port 8080
 ```
 
 **API Documentation**: Visit `http://localhost:8000/docs` for interactive API documentation.
@@ -207,7 +207,7 @@ leggen sync --force --wait
 leggen --api-url http://localhost:8080 status
 
 # Set via environment variable
-export LEGGEND_API_URL=http://localhost:8080
+export LEGGEN_API_URL=http://localhost:8080
 leggen status
 ```
 
@@ -223,7 +223,7 @@ docker compose -f compose.dev.yml ps
 
 # Check logs
 docker compose -f compose.dev.yml logs frontend
-docker compose -f compose.dev.yml logs leggend
+docker compose -f compose.dev.yml logs leggen-server
 
 # Stop development services
 docker compose -f compose.dev.yml down
@@ -239,7 +239,7 @@ docker compose ps
 
 # Check logs
 docker compose logs frontend
-docker compose logs leggend
+docker compose logs leggen-server
 
 # Access the web interface at http://localhost:3000
 # API documentation at http://localhost:8000/docs
@@ -290,7 +290,7 @@ cd leggen
 uv sync
 
 # Start API service with auto-reload
-uv run leggend --reload
+uv run leggen server --reload
 
 # Use CLI commands
 uv run leggen status
@@ -333,13 +333,10 @@ The test suite includes:
 leggen/              # CLI application
 ├── commands/        # CLI command implementations
 ├── utils/           # Shared utilities
-└── api_client.py    # API client for leggend service
-
-leggend/             # FastAPI backend service
-├── api/             # API routes and models
+├── api/             # FastAPI API routes and models
 ├── services/        # Business logic
 ├── background/      # Background job scheduler
-└── main.py          # FastAPI application
+└── api_client.py    # API client for server communication
 
 tests/               # Test suite
 ├── conftest.py      # Shared test fixtures

compose.dev.yml

@@ -8,13 +8,13 @@ services:
     ports:
       - "127.0.0.1:3000:80"
     environment:
-      - API_BACKEND_URL=${API_BACKEND_URL:-http://leggend:8000}
+      - API_BACKEND_URL=${API_BACKEND_URL:-http://leggen-server:8000}
     depends_on:
-      leggend:
+      leggen-server:
         condition: service_healthy
 
   # FastAPI backend service
-  leggend:
+  leggen-server:
     build:
       context: .
       dockerfile: Dockerfile

compose.yml

@@ -6,11 +6,11 @@ services:
     ports:
       - "127.0.0.1:3000:80"
     depends_on:
-      leggend:
+      leggen-server:
         condition: service_healthy
 
   # FastAPI backend service
-  leggend:
+  leggen-server:
     image: ghcr.io/elisiariocouto/leggen:latest
     restart: "unless-stopped"
     ports:

config.example.toml

@@ -20,8 +20,8 @@ enabled = true
 
 # Optional: Telegram notifications
 [notifications.telegram]
-token = "your-bot-token"
-chat_id = 12345
+api-key = "your-bot-token"
+chat-id = 12345
 enabled = true
 
 # Optional: Transaction filters for notifications

frontend/.claude/settings.local.json

@@ -0,0 +1,7 @@
+{
+  "permissions": {
+    "allow": ["Bash(find:*)"],
+    "deny": [],
+    "ask": []
+  }
+}

frontend/Dockerfile

@@ -25,7 +25,7 @@ COPY --from=builder /app/dist /usr/share/nginx/html
 COPY default.conf.template /etc/nginx/templates/default.conf.template
 
 # Set default API backend URL (can be overridden at runtime)
-ENV API_BACKEND_URL=http://leggend:8000
+ENV API_BACKEND_URL=http://leggen-server:8000
 
 # Expose port 80
 EXPOSE 80

frontend/README.md

@@ -93,7 +93,7 @@ The frontend supports configurable API URLs through environment variables:
 
 - Uses relative URLs (`/api/v1`) that nginx proxies to the backend
 - Configure nginx proxy target via `API_BACKEND_URL` environment variable
-- Default: `http://leggend:8000`
+- Default: `http://leggen-server:8000`
 
 **Docker Compose:**
 

frontend/components.json

@@ -0,0 +1,22 @@
+{
+  "$schema": "https://ui.shadcn.com/schema.json",
+  "style": "new-york",
+  "rsc": false,
+  "tsx": true,
+  "tailwind": {
+    "config": "tailwind.config.js",
+    "css": "src/index.css",
+    "baseColor": "slate",
+    "cssVariables": true,
+    "prefix": ""
+  },
+  "iconLibrary": "lucide",
+  "aliases": {
+    "components": "@/components",
+    "utils": "@/lib/utils",
+    "ui": "@/components/ui",
+    "lib": "@/lib",
+    "hooks": "@/hooks"
+  },
+  "registries": {}
+}

frontend/eslint.config.js

@@ -19,5 +19,17 @@ export default tseslint.config([
       ecmaVersion: 2020,
       globals: globals.browser,
     },
+    rules: {
+      "react-refresh/only-export-components": [
+        "warn",
+        { allowConstantExport: true },
+      ],
+    },
+  },
+  {
+    files: ["src/components/**/*.{ts,tsx}", "src/contexts/**/*.{ts,tsx}"],
+    rules: {
+      "react-refresh/only-export-components": "off",
+    },
   },
 ]);

frontend/package.json

@@ -10,6 +10,10 @@
     "preview": "vite preview"
   },
   "dependencies": {
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-popover": "^1.1.15",
+    "@radix-ui/react-select": "^2.2.6",
+    "@radix-ui/react-slot": "^1.2.3",
     "@tailwindcss/forms": "^0.5.10",
     "@tanstack/react-query": "^5.87.1",
     "@tanstack/react-router": "^1.131.36",
@@ -17,12 +21,19 @@
     "@tanstack/router-cli": "^1.131.36",
     "autoprefixer": "^10.4.21",
     "axios": "^1.11.0",
+    "class-variance-authority": "^0.7.1",
     "clsx": "^2.1.1",
+    "cmdk": "^1.1.1",
+    "date-fns": "^4.1.0",
     "lucide-react": "^0.542.0",
     "postcss": "^8.5.6",
     "react": "^19.1.1",
+    "react-day-picker": "^9.10.0",
     "react-dom": "^19.1.1",
-    "tailwindcss": "^3.4.17"
+    "recharts": "^3.2.0",
+    "tailwind-merge": "^3.3.1",
+    "tailwindcss": "^3.4.17",
+    "tailwindcss-animate": "^1.0.7"
   },
   "devDependencies": {
     "@eslint/js": "^9.33.0",

frontend/src/App.tsx

@@ -1,23 +0,0 @@
-import { QueryClient, QueryClientProvider } from "@tanstack/react-query";
-import Dashboard from "./components/Dashboard";
-
-const queryClient = new QueryClient({
-  defaultOptions: {
-    queries: {
-      refetchOnWindowFocus: false,
-      retry: 1,
-    },
-  },
-});
-
-function App() {
-  return (
-    <QueryClientProvider client={queryClient}>
-      <div className="min-h-screen bg-gray-50">
-        <Dashboard />
-      </div>
-    </QueryClientProvider>
-  );
-}
-
-export default App;

frontend/src/components/AccountsOverview.tsx

@@ -13,9 +13,52 @@ import {
 } from "lucide-react";
 import { apiClient } from "../lib/api";
 import { formatCurrency, formatDate } from "../lib/utils";
+import {
+  Card,
+  CardContent,
+  CardDescription,
+  CardHeader,
+  CardTitle,
+} from "./ui/card";
+import { Button } from "./ui/button";
+import { Alert, AlertDescription, AlertTitle } from "./ui/alert";
 import LoadingSpinner from "./LoadingSpinner";
 import type { Account, Balance } from "../types/api";
 
+// Helper function to get status indicator color and styles
+const getStatusIndicator = (status: string) => {
+  const statusLower = status.toLowerCase();
+
+  switch (statusLower) {
+    case "ready":
+      return {
+        color: "bg-green-500",
+        tooltip: "Ready",
+      };
+    case "pending":
+      return {
+        color: "bg-yellow-500",
+        tooltip: "Pending",
+      };
+    case "error":
+    case "failed":
+      return {
+        color: "bg-red-500",
+        tooltip: "Error",
+      };
+    case "inactive":
+      return {
+        color: "bg-gray-500",
+        tooltip: "Inactive",
+      };
+    default:
+      return {
+        color: "bg-blue-500",
+        tooltip: status,
+      };
+  }
+};
+
 export default function AccountsOverview() {
   const {
     data: accounts,
@@ -38,8 +81,8 @@ export default function AccountsOverview() {
   const queryClient = useQueryClient();
 
   const updateAccountMutation = useMutation({
-    mutationFn: ({ id, name }: { id: string; name: string }) =>
-      apiClient.updateAccount(id, { name }),
+    mutationFn: ({ id, display_name }: { id: string; display_name: string }) =>
+      apiClient.updateAccount(id, { display_name }),
     onSuccess: () => {
       queryClient.invalidateQueries({ queryKey: ["accounts"] });
       setEditingAccountId(null);
@@ -52,14 +95,15 @@ export default function AccountsOverview() {
 
   const handleEditStart = (account: Account) => {
     setEditingAccountId(account.id);
-    setEditingName(account.name || "");
+    // Use display_name if available, otherwise fall back to name
+    setEditingName(account.display_name || account.name || "");
   };
 
   const handleEditSave = () => {
     if (editingAccountId && editingName.trim()) {
       updateAccountMutation.mutate({
         id: editingAccountId,
-        name: editingName.trim(),
+        display_name: editingName.trim(),
       });
     }
   };
@@ -71,35 +115,28 @@ export default function AccountsOverview() {
 
   if (accountsLoading) {
     return (
-      <div className="bg-white rounded-lg shadow">
+      <Card>
         <LoadingSpinner message="Loading accounts..." />
-      </div>
+      </Card>
     );
   }
 
   if (accountsError) {
     return (
-      <div className="bg-white rounded-lg shadow p-6">
-        <div className="flex items-center justify-center text-center">
-          <div>
-            <AlertCircle className="h-12 w-12 text-red-400 mx-auto mb-4" />
-            <h3 className="text-lg font-medium text-gray-900 mb-2">
-              Failed to load accounts
-            </h3>
-            <p className="text-gray-600 mb-4">
-              Unable to connect to the Leggen API. Please check your
-              configuration and ensure the API server is running.
+      <Alert variant="destructive">
+        <AlertCircle className="h-4 w-4" />
+        <AlertTitle>Failed to load accounts</AlertTitle>
+        <AlertDescription className="space-y-3">
+          <p>
+            Unable to connect to the Leggen API. Please check your configuration
+            and ensure the API server is running.
           </p>
-            <button
-              onClick={() => refetchAccounts()}
-              className="inline-flex items-center px-4 py-2 bg-blue-600 text-white rounded-md hover:bg-blue-700 transition-colors"
-            >
+          <Button onClick={() => refetchAccounts()} variant="outline" size="sm">
             <RefreshCw className="h-4 w-4 mr-2" />
             Retry
-            </button>
-          </div>
-        </div>
-      </div>
+          </Button>
+        </AlertDescription>
+      </Alert>
     );
   }
 
@@ -117,72 +154,81 @@ export default function AccountsOverview() {
     <div className="space-y-6">
       {/* Summary Cards */}
       <div className="grid grid-cols-1 md:grid-cols-3 gap-6">
-        <div className="bg-white rounded-lg shadow p-6">
+        <Card>
+          <CardContent className="p-6">
             <div className="flex items-center justify-between">
               <div>
-              <p className="text-sm font-medium text-gray-600">Total Balance</p>
-              <p className="text-2xl font-bold text-gray-900">
+                <p className="text-sm font-medium text-muted-foreground">
+                  Total Balance
+                </p>
+                <p className="text-2xl font-bold text-foreground">
                   {formatCurrency(totalBalance)}
                 </p>
               </div>
-            <div className="p-3 bg-green-100 rounded-full">
+              <div className="p-3 bg-green-100 dark:bg-green-900/20 rounded-full">
                 <TrendingUp className="h-6 w-6 text-green-600" />
               </div>
             </div>
-        </div>
+          </CardContent>
+        </Card>
 
-        <div className="bg-white rounded-lg shadow p-6">
+        <Card>
+          <CardContent className="p-6">
             <div className="flex items-center justify-between">
               <div>
-              <p className="text-sm font-medium text-gray-600">
+                <p className="text-sm font-medium text-muted-foreground">
                   Total Accounts
                 </p>
-              <p className="text-2xl font-bold text-gray-900">
+                <p className="text-2xl font-bold text-foreground">
                   {totalAccounts}
                 </p>
               </div>
-            <div className="p-3 bg-blue-100 rounded-full">
+              <div className="p-3 bg-blue-100 dark:bg-blue-900/20 rounded-full">
                 <CreditCard className="h-6 w-6 text-blue-600" />
               </div>
             </div>
-        </div>
+          </CardContent>
+        </Card>
 
-        <div className="bg-white rounded-lg shadow p-6">
+        <Card>
+          <CardContent className="p-6">
             <div className="flex items-center justify-between">
               <div>
-              <p className="text-sm font-medium text-gray-600">
+                <p className="text-sm font-medium text-muted-foreground">
                   Connected Banks
                 </p>
-              <p className="text-2xl font-bold text-gray-900">{uniqueBanks}</p>
+                <p className="text-2xl font-bold text-foreground">
+                  {uniqueBanks}
+                </p>
               </div>
-            <div className="p-3 bg-purple-100 rounded-full">
+              <div className="p-3 bg-purple-100 dark:bg-purple-900/20 rounded-full">
                 <Building2 className="h-6 w-6 text-purple-600" />
               </div>
             </div>
-        </div>
+          </CardContent>
+        </Card>
       </div>
 
       {/* Accounts List */}
-      <div className="bg-white rounded-lg shadow">
-        <div className="px-6 py-4 border-b border-gray-200">
-          <h3 className="text-lg font-medium text-gray-900">Bank Accounts</h3>
-          <p className="text-sm text-gray-600">
-            Manage your connected bank accounts
-          </p>
-        </div>
+      <Card>
+        <CardHeader>
+          <CardTitle>Bank Accounts</CardTitle>
+          <CardDescription>Manage your connected bank accounts</CardDescription>
+        </CardHeader>
 
         {!accounts || accounts.length === 0 ? (
-          <div className="p-6 text-center">
-            <CreditCard className="h-12 w-12 text-gray-400 mx-auto mb-4" />
-            <h3 className="text-lg font-medium text-gray-900 mb-2">
+          <CardContent className="p-6 text-center">
+            <CreditCard className="h-12 w-12 text-muted-foreground mx-auto mb-4" />
+            <h3 className="text-lg font-medium text-foreground mb-2">
               No accounts found
             </h3>
-            <p className="text-gray-600">
+            <p className="text-muted-foreground">
               Connect your first bank account to get started with Leggen.
             </p>
-          </div>
+          </CardContent>
         ) : (
-          <div className="divide-y divide-gray-200">
+          <CardContent className="p-0">
+            <div className="divide-y divide-border">
               {accounts.map((account) => {
                 // Get balance from account's balances array or fallback to balances query
                 const accountBalance = account.balances?.[0];
@@ -190,7 +236,9 @@ export default function AccountsOverview() {
                   (b) => b.account_id === account.id,
                 );
                 const balance =
-                accountBalance?.amount || fallbackBalance?.balance_amount || 0;
+                  accountBalance?.amount ||
+                  fallbackBalance?.balance_amount ||
+                  0;
                 const currency =
                   accountBalance?.currency ||
                   fallbackBalance?.currency ||
@@ -201,23 +249,26 @@ export default function AccountsOverview() {
                 return (
                   <div
                     key={account.id}
-                  className="p-6 hover:bg-gray-50 transition-colors"
+                    className="p-4 sm:p-6 hover:bg-accent transition-colors"
                   >
-                  <div className="flex items-center justify-between">
-                    <div className="flex items-center space-x-4">
-                      <div className="p-3 bg-gray-100 rounded-full">
-                        <Building2 className="h-6 w-6 text-gray-600" />
+                    {/* Mobile layout - stack vertically */}
+                    <div className="flex flex-col sm:flex-row sm:items-center sm:justify-between gap-3 sm:gap-4">
+                      <div className="flex items-start sm:items-center space-x-3 sm:space-x-4 min-w-0 flex-1">
+                        <div className="flex-shrink-0 p-2 sm:p-3 bg-muted rounded-full">
+                          <Building2 className="h-5 w-5 sm:h-6 sm:w-6 text-muted-foreground" />
                         </div>
-                      <div className="flex-1">
+                        <div className="flex-1 min-w-0">
                           {editingAccountId === account.id ? (
                             <div className="space-y-2">
                               <div className="flex items-center space-x-2">
                                 <input
                                   type="text"
                                   value={editingName}
-                                onChange={(e) => setEditingName(e.target.value)}
-                                className="flex-1 px-3 py-1 text-lg font-medium border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                                placeholder="Account name"
+                                  onChange={(e) =>
+                                    setEditingName(e.target.value)
+                                  }
+                                  className="flex-1 px-3 py-1 text-base sm:text-lg font-medium border border-input rounded-md bg-background focus:outline-none focus:ring-2 focus:ring-ring focus:border-ring"
+                                  placeholder="Custom account name"
                                   name="search"
                                   autoComplete="off"
                                   onKeyDown={(e) => {
@@ -245,29 +296,29 @@ export default function AccountsOverview() {
                                   <X className="h-4 w-4" />
                                 </button>
                               </div>
-                            <p className="text-sm text-gray-600">
-                              {account.institution_id} • {account.status}
+                              <p className="text-sm text-muted-foreground truncate">
+                                {account.institution_id}
                               </p>
                             </div>
                           ) : (
                             <div>
-                            <div className="flex items-center space-x-2">
-                              <h4 className="text-lg font-medium text-gray-900">
-                                {account.name || "Unnamed Account"}
+                              <div className="flex items-center space-x-2 min-w-0">
+                                <h4 className="text-base sm:text-lg font-medium text-foreground truncate">
+                                  {account.display_name || account.name || "Unnamed Account"}
                                 </h4>
                                 <button
                                   onClick={() => handleEditStart(account)}
-                                className="p-1 text-gray-400 hover:text-gray-600 transition-colors"
+                                  className="flex-shrink-0 p-1 text-muted-foreground hover:text-foreground transition-colors"
                                   title="Edit account name"
                                 >
                                   <Edit2 className="h-4 w-4" />
                                 </button>
                               </div>
-                            <p className="text-sm text-gray-600">
-                              {account.institution_id} • {account.status}
+                              <p className="text-sm text-muted-foreground truncate">
+                                {account.institution_id}
                               </p>
                               {account.iban && (
-                              <p className="text-xs text-gray-500 mt-1">
+                                <p className="text-xs text-muted-foreground mt-1 font-mono break-all sm:break-normal">
                                   IBAN: {account.iban}
                                 </p>
                               )}
@@ -276,33 +327,56 @@ export default function AccountsOverview() {
                         </div>
                       </div>
 
-                    <div className="text-right">
-                      <div className="flex items-center space-x-2">
+                      {/* Balance and date section */}
+                      <div className="flex items-center justify-between sm:flex-col sm:items-end sm:text-right flex-shrink-0">
+                        {/* Mobile: date/status on left, balance on right */}
+                        {/* Desktop: balance on top, date/status on bottom */}
+
+                        {/* Date and status indicator - left on mobile, bottom on desktop */}
+                        <div className="flex items-center space-x-2 order-1 sm:order-2">
+                          <div
+                            className={`w-3 h-3 rounded-full ${getStatusIndicator(account.status).color} relative group cursor-help`}
+                            role="img"
+                            aria-label={`Account status: ${getStatusIndicator(account.status).tooltip}`}
+                          >
+                            {/* Tooltip */}
+                            <div className="absolute bottom-full left-1/2 transform -translate-x-1/2 mb-2 hidden group-hover:block bg-gray-900 text-white text-xs rounded py-1 px-2 whitespace-nowrap z-10">
+                              {getStatusIndicator(account.status).tooltip}
+                              <div className="absolute top-full left-1/2 transform -translate-x-1/2 border-2 border-transparent border-t-gray-900"></div>
+                            </div>
+                          </div>
+                          <p className="text-xs sm:text-sm text-muted-foreground whitespace-nowrap">
+                            Updated{" "}
+                            {formatDate(
+                              account.last_accessed || account.created,
+                            )}
+                          </p>
+                        </div>
+
+                        {/* Balance - right on mobile, top on desktop */}
+                        <div className="flex items-center space-x-2 order-2 sm:order-1">
                           {isPositive ? (
                             <TrendingUp className="h-4 w-4 text-green-500" />
                           ) : (
                             <TrendingDown className="h-4 w-4 text-red-500" />
                           )}
                           <p
-                          className={`text-lg font-semibold ${
+                            className={`text-base sm:text-lg font-semibold ${
                               isPositive ? "text-green-600" : "text-red-600"
                             }`}
                           >
                             {formatCurrency(balance, currency)}
                           </p>
                         </div>
-                      <p className="text-sm text-gray-500">
-                        Updated{" "}
-                        {formatDate(account.last_accessed || account.created)}
-                      </p>
                       </div>
                     </div>
                   </div>
                 );
               })}
             </div>
+          </CardContent>
         )}
-      </div>
+      </Card>
     </div>
   );
 }

frontend/src/components/Dashboard.tsx

@@ -1,197 +0,0 @@
-import { useState } from "react";
-import { useQuery } from "@tanstack/react-query";
-import {
-  CreditCard,
-  TrendingUp,
-  Activity,
-  Menu,
-  X,
-  Home,
-  List,
-  BarChart3,
-  Wifi,
-  WifiOff,
-  Bell,
-} from "lucide-react";
-import { apiClient } from "../lib/api";
-import AccountsOverview from "./AccountsOverview";
-import TransactionsList from "./TransactionsList";
-import Notifications from "./Notifications";
-import ErrorBoundary from "./ErrorBoundary";
-import { cn } from "../lib/utils";
-import type { Account } from "../types/api";
-
-type TabType = "overview" | "transactions" | "analytics" | "notifications";
-
-export default function Dashboard() {
-  const [activeTab, setActiveTab] = useState<TabType>("overview");
-  const [sidebarOpen, setSidebarOpen] = useState(false);
-
-  const { data: accounts } = useQuery<Account[]>({
-    queryKey: ["accounts"],
-    queryFn: apiClient.getAccounts,
-  });
-
-  const {
-    data: healthStatus,
-    isLoading: healthLoading,
-    isError: healthError,
-  } = useQuery({
-    queryKey: ["health"],
-    queryFn: async () => {
-      return await apiClient.getHealth();
-    },
-    refetchInterval: 30000, // Check every 30 seconds
-    retry: 3,
-  });
-
-  const navigation = [
-    { name: "Overview", icon: Home, id: "overview" as TabType },
-    { name: "Transactions", icon: List, id: "transactions" as TabType },
-    { name: "Analytics", icon: BarChart3, id: "analytics" as TabType },
-    { name: "Notifications", icon: Bell, id: "notifications" as TabType },
-  ];
-
-  const totalBalance =
-    accounts?.reduce((sum, account) => {
-      // Get the first available balance from the balances array
-      const primaryBalance = account.balances?.[0]?.amount || 0;
-      return sum + primaryBalance;
-    }, 0) || 0;
-
-  return (
-    <div className="flex h-screen bg-gray-100">
-      {/* Sidebar */}
-      <div
-        className={cn(
-          "fixed inset-y-0 left-0 z-50 w-64 bg-white shadow-lg transform transition-transform duration-300 ease-in-out lg:translate-x-0 lg:static lg:inset-0",
-          sidebarOpen ? "translate-x-0" : "-translate-x-full",
-        )}
-      >
-        <div className="flex items-center justify-between h-16 px-6 border-b border-gray-200">
-          <div className="flex items-center space-x-2">
-            <CreditCard className="h-8 w-8 text-blue-600" />
-            <h1 className="text-xl font-bold text-gray-900">Leggen</h1>
-          </div>
-          <button
-            onClick={() => setSidebarOpen(false)}
-            className="lg:hidden p-1 rounded-md text-gray-400 hover:text-gray-500"
-          >
-            <X className="h-6 w-6" />
-          </button>
-        </div>
-
-        <nav className="px-6 py-4">
-          <div className="space-y-1">
-            {navigation.map((item) => (
-              <button
-                key={item.id}
-                onClick={() => {
-                  setActiveTab(item.id);
-                  setSidebarOpen(false);
-                }}
-                className={cn(
-                  "flex items-center w-full px-3 py-2 text-sm font-medium rounded-md transition-colors",
-                  activeTab === item.id
-                    ? "bg-blue-100 text-blue-700"
-                    : "text-gray-700 hover:text-gray-900 hover:bg-gray-100",
-                )}
-              >
-                <item.icon className="mr-3 h-5 w-5" />
-                {item.name}
-              </button>
-            ))}
-          </div>
-        </nav>
-
-        {/* Account Summary in Sidebar */}
-        <div className="px-6 py-4 border-t border-gray-200 mt-auto">
-          <div className="bg-gray-50 rounded-lg p-4">
-            <div className="flex items-center justify-between">
-              <span className="text-sm font-medium text-gray-600">
-                Total Balance
-              </span>
-              <TrendingUp className="h-4 w-4 text-green-500" />
-            </div>
-            <p className="text-2xl font-bold text-gray-900 mt-1">
-              {new Intl.NumberFormat("en-US", {
-                style: "currency",
-                currency: "EUR",
-              }).format(totalBalance)}
-            </p>
-            <p className="text-sm text-gray-500 mt-1">
-              {accounts?.length || 0} accounts
-            </p>
-          </div>
-        </div>
-      </div>
-
-      {/* Overlay for mobile */}
-      {sidebarOpen && (
-        <div
-          className="fixed inset-0 z-40 bg-gray-600 bg-opacity-75 lg:hidden"
-          onClick={() => setSidebarOpen(false)}
-        />
-      )}
-
-      {/* Main content */}
-      <div className="flex flex-col flex-1 overflow-hidden">
-        {/* Header */}
-        <header className="bg-white shadow-sm border-b border-gray-200">
-          <div className="flex items-center justify-between h-16 px-6">
-            <div className="flex items-center">
-              <button
-                onClick={() => setSidebarOpen(true)}
-                className="lg:hidden p-1 rounded-md text-gray-400 hover:text-gray-500"
-              >
-                <Menu className="h-6 w-6" />
-              </button>
-              <h2 className="text-lg font-semibold text-gray-900 lg:ml-0 ml-4">
-                {navigation.find((item) => item.id === activeTab)?.name}
-              </h2>
-            </div>
-            <div className="flex items-center space-x-2">
-              <div className="flex items-center space-x-1">
-                {healthLoading ? (
-                  <>
-                    <Activity className="h-4 w-4 text-yellow-500 animate-pulse" />
-                    <span className="text-sm text-gray-600">Checking...</span>
-                  </>
-                ) : healthError || healthStatus?.status !== "healthy" ? (
-                  <>
-                    <WifiOff className="h-4 w-4 text-red-500" />
-                    <span className="text-sm text-red-500">Disconnected</span>
-                  </>
-                ) : (
-                  <>
-                    <Wifi className="h-4 w-4 text-green-500" />
-                    <span className="text-sm text-gray-600">Connected</span>
-                  </>
-                )}
-              </div>
-            </div>
-          </div>
-        </header>
-
-        {/* Main content area */}
-        <main className="flex-1 overflow-y-auto p-6">
-          <ErrorBoundary>
-            {activeTab === "overview" && <AccountsOverview />}
-            {activeTab === "transactions" && <TransactionsList />}
-            {activeTab === "analytics" && (
-              <div className="bg-white rounded-lg shadow p-6">
-                <h3 className="text-lg font-medium text-gray-900 mb-4">
-                  Analytics
-                </h3>
-                <p className="text-gray-600">
-                  Analytics dashboard coming soon...
-                </p>
-              </div>
-            )}
-            {activeTab === "notifications" && <Notifications />}
-          </ErrorBoundary>
-        </main>
-      </div>
-    </div>
-  );
-}

frontend/src/components/FiltersSkeleton.tsx

@@ -0,0 +1,70 @@
+export default function FiltersSkeleton() {
+  return (
+    <div className="bg-white rounded-lg shadow animate-pulse">
+      <div className="px-6 py-4 border-b border-gray-200">
+        <div className="flex items-center justify-between">
+          <div className="h-6 bg-gray-200 rounded w-32"></div>
+          <div className="flex items-center space-x-2">
+            <div className="h-8 bg-gray-200 rounded w-24"></div>
+            <div className="h-8 bg-gray-200 rounded w-20"></div>
+          </div>
+        </div>
+      </div>
+
+      <div className="px-6 py-4 border-b border-gray-200 bg-gray-50">
+        {/* Quick Date Filters Skeleton */}
+        <div className="mb-6">
+          <div className="h-4 bg-gray-200 rounded w-32 mb-3"></div>
+          <div className="space-y-2">
+            <div className="flex flex-wrap gap-2">
+              <div className="h-10 bg-gray-200 rounded-lg w-24"></div>
+              <div className="h-10 bg-gray-200 rounded-lg w-20"></div>
+              <div className="h-10 bg-gray-200 rounded-lg w-28"></div>
+            </div>
+            <div className="flex flex-wrap gap-2">
+              <div className="h-10 bg-gray-200 rounded-lg w-24"></div>
+              <div className="h-10 bg-gray-200 rounded-lg w-20"></div>
+            </div>
+          </div>
+        </div>
+
+        {/* Filter Fields Skeleton */}
+        <div className="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-4 gap-4">
+          <div className="sm:col-span-2 lg:col-span-1">
+            <div className="h-4 bg-gray-200 rounded w-16 mb-1"></div>
+            <div className="h-10 bg-gray-200 rounded"></div>
+          </div>
+          <div>
+            <div className="h-4 bg-gray-200 rounded w-16 mb-1"></div>
+            <div className="h-10 bg-gray-200 rounded"></div>
+          </div>
+          <div>
+            <div className="h-4 bg-gray-200 rounded w-20 mb-1"></div>
+            <div className="h-10 bg-gray-200 rounded"></div>
+          </div>
+          <div>
+            <div className="h-4 bg-gray-200 rounded w-16 mb-1"></div>
+            <div className="h-10 bg-gray-200 rounded"></div>
+          </div>
+        </div>
+
+        {/* Amount Range Filters Skeleton */}
+        <div className="grid grid-cols-1 sm:grid-cols-2 gap-4 mt-4">
+          <div>
+            <div className="h-4 bg-gray-200 rounded w-20 mb-1"></div>
+            <div className="h-10 bg-gray-200 rounded"></div>
+          </div>
+          <div>
+            <div className="h-4 bg-gray-200 rounded w-20 mb-1"></div>
+            <div className="h-10 bg-gray-200 rounded"></div>
+          </div>
+        </div>
+      </div>
+
+      {/* Results Summary Skeleton */}
+      <div className="px-6 py-3 bg-gray-50 border-b border-gray-200">
+        <div className="h-4 bg-gray-200 rounded w-48"></div>
+      </div>
+    </div>
+  );
+}

frontend/src/components/Header.tsx

@@ -2,6 +2,7 @@ import { useLocation } from "@tanstack/react-router";
 import { Menu, Activity, Wifi, WifiOff } from "lucide-react";
 import { useQuery } from "@tanstack/react-query";
 import { apiClient } from "../lib/api";
+import { ThemeToggle } from "./ui/theme-toggle";
 
 const navigation = [
   { name: "Overview", to: "/" },
@@ -31,25 +32,27 @@ export default function Header({ setSidebarOpen }: HeaderProps) {
   });
 
   return (
-    <header className="bg-white shadow-sm border-b border-gray-200">
+    <header className="bg-card shadow-sm border-b border-border">
       <div className="flex items-center justify-between h-16 px-6">
         <div className="flex items-center">
           <button
             onClick={() => setSidebarOpen(true)}
-            className="lg:hidden p-1 rounded-md text-gray-400 hover:text-gray-500"
+            className="lg:hidden p-1 rounded-md text-muted-foreground hover:text-foreground"
           >
             <Menu className="h-6 w-6" />
           </button>
-          <h2 className="text-lg font-semibold text-gray-900 lg:ml-0 ml-4">
+          <h2 className="text-lg font-semibold text-card-foreground lg:ml-0 ml-4">
             {currentPage}
           </h2>
         </div>
-        <div className="flex items-center space-x-2">
+        <div className="flex items-center space-x-3">
           <div className="flex items-center space-x-1">
             {healthLoading ? (
               <>
                 <Activity className="h-4 w-4 text-yellow-500 animate-pulse" />
-                <span className="text-sm text-gray-600">Checking...</span>
+                <span className="text-sm text-muted-foreground">
+                  Checking...
+                </span>
               </>
             ) : healthError || healthStatus?.status !== "healthy" ? (
               <>
@@ -59,10 +62,11 @@ export default function Header({ setSidebarOpen }: HeaderProps) {
             ) : (
               <>
                 <Wifi className="h-4 w-4 text-green-500" />
-                <span className="text-sm text-gray-600">Connected</span>
+                <span className="text-sm text-muted-foreground">Connected</span>
               </>
             )}
           </div>
+          <ThemeToggle />
         </div>
       </div>
     </header>

frontend/src/components/Notifications.tsx

@@ -13,6 +13,24 @@ import {
 } from "lucide-react";
 import { apiClient } from "../lib/api";
 import LoadingSpinner from "./LoadingSpinner";
+import {
+  Card,
+  CardContent,
+  CardDescription,
+  CardHeader,
+  CardTitle,
+} from "./ui/card";
+import { Alert, AlertDescription, AlertTitle } from "./ui/alert";
+import { Button } from "./ui/button";
+import { Input } from "./ui/input";
+import { Label } from "./ui/label";
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "./ui/select";
 import type { NotificationSettings, NotificationService } from "../types/api";
 
 export default function Notifications() {
@@ -63,38 +81,35 @@ export default function Notifications() {
 
   if (settingsLoading || servicesLoading) {
     return (
-      <div className="bg-white rounded-lg shadow">
+      <Card>
         <LoadingSpinner message="Loading notifications..." />
-      </div>
+      </Card>
     );
   }
 
   if (settingsError || servicesError) {
     return (
-      <div className="bg-white rounded-lg shadow p-6">
-        <div className="flex items-center justify-center text-center">
-          <div>
-            <AlertCircle className="h-12 w-12 text-red-400 mx-auto mb-4" />
-            <h3 className="text-lg font-medium text-gray-900 mb-2">
-              Failed to load notifications
-            </h3>
-            <p className="text-gray-600 mb-4">
-              Unable to connect to the Leggen API. Please check your
-              configuration and ensure the API server is running.
+      <Alert variant="destructive">
+        <AlertCircle className="h-4 w-4" />
+        <AlertTitle>Failed to load notifications</AlertTitle>
+        <AlertDescription className="space-y-3">
+          <p>
+            Unable to connect to the Leggen API. Please check your configuration
+            and ensure the API server is running.
           </p>
-            <button
+          <Button
             onClick={() => {
               refetchSettings();
               refetchServices();
             }}
-              className="inline-flex items-center px-4 py-2 bg-blue-600 text-white rounded-md hover:bg-blue-700 transition-colors"
+            variant="outline"
+            size="sm"
           >
             <RefreshCw className="h-4 w-4 mr-2" />
             Retry
-            </button>
-          </div>
-        </div>
-      </div>
+          </Button>
+        </AlertDescription>
+      </Alert>
     );
   }
 
@@ -120,103 +135,101 @@ export default function Notifications() {
   return (
     <div className="space-y-6">
       {/* Test Notification Section */}
-      <div className="bg-white rounded-lg shadow p-6">
-        <div className="flex items-center space-x-2 mb-4">
-          <TestTube className="h-5 w-5 text-blue-600" />
-          <h3 className="text-lg font-medium text-gray-900">
-            Test Notifications
-          </h3>
-        </div>
-
+      <Card>
+        <CardHeader>
+          <CardTitle className="flex items-center space-x-2">
+            <TestTube className="h-5 w-5 text-primary" />
+            <span>Test Notifications</span>
+          </CardTitle>
+        </CardHeader>
+        <CardContent>
           <div className="grid grid-cols-1 md:grid-cols-2 gap-4">
             <div>
-            <label className="block text-sm font-medium text-gray-700 mb-2">
+              <Label htmlFor="service" className="text-foreground">
                 Service
-            </label>
-            <select
-              value={testService}
-              onChange={(e) => setTestService(e.target.value)}
-              className="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
-            >
-              <option value="">Select a service...</option>
+              </Label>
+              <Select value={testService} onValueChange={setTestService}>
+                <SelectTrigger>
+                  <SelectValue placeholder="Select a service..." />
+                </SelectTrigger>
+                <SelectContent>
                   {services?.map((service) => (
-                <option key={service.name} value={service.name}>
-                  {service.name} {service.enabled ? "(Enabled)" : "(Disabled)"}
-                </option>
+                    <SelectItem key={service.name} value={service.name}>
+                      {service.name}{" "}
+                      {service.enabled ? "(Enabled)" : "(Disabled)"}
+                    </SelectItem>
                   ))}
-            </select>
+                </SelectContent>
+              </Select>
             </div>
 
             <div>
-            <label className="block text-sm font-medium text-gray-700 mb-2">
+              <Label htmlFor="message" className="text-foreground">
                 Message
-            </label>
-            <input
+              </Label>
+              <Input
+                id="message"
                 type="text"
                 value={testMessage}
                 onChange={(e) => setTestMessage(e.target.value)}
-              className="w-full px-3 py-2 border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500"
                 placeholder="Test message..."
               />
             </div>
           </div>
 
           <div className="mt-4">
-          <button
+            <Button
               onClick={handleTestNotification}
               disabled={!testService || testMutation.isPending}
-            className="inline-flex items-center px-4 py-2 bg-blue-600 text-white rounded-md hover:bg-blue-700 disabled:opacity-50 disabled:cursor-not-allowed transition-colors"
             >
               <Send className="h-4 w-4 mr-2" />
               {testMutation.isPending ? "Sending..." : "Send Test Notification"}
-          </button>
-        </div>
+            </Button>
           </div>
+        </CardContent>
+      </Card>
 
       {/* Notification Services */}
-      <div className="bg-white rounded-lg shadow">
-        <div className="px-6 py-4 border-b border-gray-200">
-          <div className="flex items-center space-x-2">
-            <Bell className="h-5 w-5 text-blue-600" />
-            <h3 className="text-lg font-medium text-gray-900">
-              Notification Services
-            </h3>
-          </div>
-          <p className="text-sm text-gray-600 mt-1">
-            Manage your notification services
-          </p>
-        </div>
+      <Card>
+        <CardHeader>
+          <CardTitle className="flex items-center space-x-2">
+            <Bell className="h-5 w-5 text-primary" />
+            <span>Notification Services</span>
+          </CardTitle>
+          <CardDescription>Manage your notification services</CardDescription>
+        </CardHeader>
 
         {!services || services.length === 0 ? (
-          <div className="p-6 text-center">
-            <Bell className="h-12 w-12 text-gray-400 mx-auto mb-4" />
-            <h3 className="text-lg font-medium text-gray-900 mb-2">
+          <CardContent className="text-center">
+            <Bell className="h-12 w-12 text-muted-foreground mx-auto mb-4" />
+            <h3 className="text-lg font-medium text-foreground mb-2">
               No notification services configured
             </h3>
-            <p className="text-gray-600">
+            <p className="text-muted-foreground">
               Configure notification services in your backend to receive alerts.
             </p>
-          </div>
+          </CardContent>
         ) : (
-          <div className="divide-y divide-gray-200">
+          <CardContent className="p-0">
+            <div className="divide-y divide-border">
               {services.map((service) => (
                 <div
                   key={service.name}
-                className="p-6 hover:bg-gray-50 transition-colors"
+                  className="p-6 hover:bg-accent transition-colors"
                 >
                   <div className="flex items-center justify-between">
                     <div className="flex items-center space-x-4">
-                    <div className="p-3 bg-gray-100 rounded-full">
+                      <div className="p-3 bg-muted rounded-full">
                         {service.name.toLowerCase().includes("discord") ? (
-                        <MessageSquare className="h-6 w-6 text-gray-600" />
+                          <MessageSquare className="h-6 w-6 text-muted-foreground" />
                         ) : service.name.toLowerCase().includes("telegram") ? (
-                        <Send className="h-6 w-6 text-gray-600" />
+                          <Send className="h-6 w-6 text-muted-foreground" />
                         ) : (
-                        <Bell className="h-6 w-6 text-gray-600" />
+                          <Bell className="h-6 w-6 text-muted-foreground" />
                         )}
                       </div>
                       <div>
-                      <h4 className="text-lg font-medium text-gray-900 capitalize">
+                        <h4 className="text-lg font-medium text-foreground capitalize">
                           {service.name}
                         </h4>
                         <div className="flex items-center space-x-2 mt-1">
@@ -241,61 +254,63 @@ export default function Notifications() {
                                 : "bg-yellow-100 text-yellow-800"
                             }`}
                           >
-                          {service.configured ? "Configured" : "Not Configured"}
+                            {service.configured
+                              ? "Configured"
+                              : "Not Configured"}
                           </span>
                         </div>
                       </div>
                     </div>
 
-                  <div className="flex items-center space-x-2">
-                    <button
+                    <Button
                       onClick={() => handleDeleteService(service.name)}
                       disabled={deleteServiceMutation.isPending}
-                      className="p-2 text-red-600 hover:text-red-800 hover:bg-red-50 rounded-md transition-colors"
-                      title={`Delete ${service.name} service`}
+                      variant="ghost"
+                      size="sm"
+                      className="text-destructive hover:text-destructive hover:bg-destructive/10"
                     >
                       <Trash2 className="h-4 w-4" />
-                    </button>
-                  </div>
+                    </Button>
                   </div>
                 </div>
               ))}
             </div>
+          </CardContent>
         )}
-      </div>
+      </Card>
 
       {/* Notification Settings */}
-      <div className="bg-white rounded-lg shadow p-6">
-        <div className="flex items-center space-x-2 mb-4">
-          <Settings className="h-5 w-5 text-blue-600" />
-          <h3 className="text-lg font-medium text-gray-900">
-            Notification Settings
-          </h3>
-        </div>
-
+      <Card>
+        <CardHeader>
+          <CardTitle className="flex items-center space-x-2">
+            <Settings className="h-5 w-5 text-primary" />
+            <span>Notification Settings</span>
+          </CardTitle>
+        </CardHeader>
+        <CardContent>
           {settings && (
             <div className="space-y-4">
               <div>
-              <h4 className="text-sm font-medium text-gray-700 mb-2">
+                <h4 className="text-sm font-medium text-foreground mb-2">
                   Filters
                 </h4>
-              <div className="bg-gray-50 rounded-md p-4">
+                <div className="bg-muted rounded-md p-4">
                   <div className="grid grid-cols-1 sm:grid-cols-2 gap-4">
                     <div>
-                    <label className="block text-xs font-medium text-gray-600 mb-1">
+                      <Label className="text-xs font-medium text-muted-foreground mb-1 block">
                         Case Insensitive Filters
-                    </label>
-                    <p className="text-sm text-gray-900">
+                      </Label>
+                      <p className="text-sm text-foreground">
                         {settings.filters.case_insensitive.length > 0
                           ? settings.filters.case_insensitive.join(", ")
                           : "None"}
                       </p>
                     </div>
                     <div>
-                    <label className="block text-xs font-medium text-gray-600 mb-1">
+                      <Label className="text-xs font-medium text-muted-foreground mb-1 block">
                         Case Sensitive Filters
-                    </label>
-                    <p className="text-sm text-gray-900">
+                      </Label>
+                      <p className="text-sm text-foreground">
                         {settings.filters.case_sensitive &&
                         settings.filters.case_sensitive.length > 0
                           ? settings.filters.case_sensitive.join(", ")
@@ -306,7 +321,7 @@ export default function Notifications() {
                 </div>
               </div>
 
-            <div className="text-sm text-gray-600">
+              <div className="text-sm text-muted-foreground">
                 <p>
                   Configure notification settings through your backend API to
                   customize filters and service configurations.
@@ -314,7 +329,8 @@ export default function Notifications() {
               </div>
             </div>
           )}
-      </div>
+        </CardContent>
+      </Card>
     </div>
   );
 }

frontend/src/components/RawTransactionModal.tsx

@@ -1,5 +1,6 @@
 import { X, Copy, Check } from "lucide-react";
 import { useState } from "react";
+import { Button } from "./ui/button";
 import type { RawTransactionData } from "../types/api";
 
 interface RawTransactionModalProps {
@@ -38,26 +39,27 @@ export default function RawTransactionModal({
       <div className="flex items-center justify-center min-h-screen px-4 pt-4 pb-20 text-center sm:block sm:p-0">
         {/* Background overlay */}
         <div
-          className="fixed inset-0 bg-gray-500 bg-opacity-75 transition-opacity"
+          className="fixed inset-0 bg-background/80 backdrop-blur-sm transition-opacity"
           onClick={onClose}
         />
 
         {/* Modal panel */}
-        <div className="inline-block align-bottom bg-white rounded-lg text-left overflow-hidden shadow-xl transform transition-all sm:my-8 sm:align-middle sm:max-w-4xl sm:w-full">
-          <div className="bg-white px-4 pt-5 pb-4 sm:p-6 sm:pb-4">
+        <div className="inline-block align-bottom bg-card rounded-lg text-left overflow-hidden shadow-xl transform transition-all sm:my-8 sm:align-middle sm:max-w-4xl sm:w-full border">
+          <div className="bg-card px-4 pt-5 pb-4 sm:p-6 sm:pb-4">
             <div className="flex items-center justify-between mb-4">
-              <h3 className="text-lg font-medium text-gray-900">
+              <h3 className="text-lg font-medium text-foreground">
                 Raw Transaction Data
               </h3>
               <div className="flex items-center space-x-2">
-                <button
+                <Button
                   onClick={handleCopy}
                   disabled={!rawTransaction}
-                  className="inline-flex items-center px-3 py-1 text-sm bg-gray-100 text-gray-700 rounded-md hover:bg-gray-200 transition-colors disabled:opacity-50 disabled:cursor-not-allowed"
+                  variant="outline"
+                  size="sm"
                 >
                   {copied ? (
                     <>
-                      <Check className="h-4 w-4 mr-1 text-green-600" />
+                      <Check className="h-4 w-4 mr-1 text-green-600 dark:text-green-400" />
                       Copied!
                     </>
                   ) : (
@@ -66,37 +68,34 @@ export default function RawTransactionModal({
                       Copy JSON
                     </>
                   )}
-                </button>
-                <button
-                  onClick={onClose}
-                  className="inline-flex items-center p-1 text-gray-400 hover:text-gray-600 transition-colors"
-                >
+                </Button>
+                <Button onClick={onClose} variant="ghost" size="sm">
                   <X className="h-5 w-5" />
-                </button>
+                </Button>
               </div>
             </div>
 
             <div className="mb-4">
-              <p className="text-sm text-gray-600">
+              <p className="text-sm text-muted-foreground">
                 Transaction ID:{" "}
-                <code className="bg-gray-100 px-2 py-1 rounded text-xs">
+                <code className="bg-muted px-2 py-1 rounded text-xs text-foreground">
                   {transactionId}
                 </code>
               </p>
             </div>
 
             {rawTransaction ? (
-              <div className="bg-gray-50 rounded-lg p-4 overflow-auto max-h-96">
-                <pre className="text-sm text-gray-800 whitespace-pre-wrap">
+              <div className="bg-muted rounded-lg p-4 overflow-auto max-h-96">
+                <pre className="text-sm text-foreground whitespace-pre-wrap">
                   {JSON.stringify(rawTransaction, null, 2)}
                 </pre>
               </div>
             ) : (
-              <div className="bg-gray-50 rounded-lg p-8 text-center">
-                <p className="text-gray-600">
+              <div className="bg-muted rounded-lg p-8 text-center">
+                <p className="text-foreground">
                   Raw transaction data is not available for this transaction.
                 </p>
-                <p className="text-sm text-gray-500 mt-2">
+                <p className="text-sm text-muted-foreground mt-2">
                   Try refreshing the page or check if the transaction was
                   fetched with summary_only=false.
                 </p>
@@ -104,14 +103,14 @@ export default function RawTransactionModal({
             )}
           </div>
 
-          <div className="bg-gray-50 px-4 py-3 sm:px-6 sm:flex sm:flex-row-reverse">
-            <button
+          <div className="bg-muted/50 px-4 py-3 sm:px-6 sm:flex sm:flex-row-reverse">
+            <Button
               type="button"
               onClick={onClose}
-              className="w-full inline-flex justify-center rounded-md border border-transparent shadow-sm px-4 py-2 bg-blue-600 text-base font-medium text-white hover:bg-blue-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-blue-500 sm:ml-3 sm:w-auto sm:text-sm"
+              className="w-full sm:ml-3 sm:w-auto"
             >
               Close
-            </button>
+            </Button>
           </div>
         </div>
       </div>

frontend/src/components/Sidebar.tsx

@@ -43,22 +43,22 @@ export default function Sidebar({ sidebarOpen, setSidebarOpen }: SidebarProps) {
   return (
     <div
       className={cn(
-        "fixed inset-y-0 left-0 z-50 w-64 bg-white shadow-lg transform transition-transform duration-300 ease-in-out lg:translate-x-0 lg:static lg:inset-0",
+        "fixed inset-y-0 left-0 z-50 w-64 bg-card shadow-lg transform transition-transform duration-300 ease-in-out lg:translate-x-0 lg:static lg:inset-0",
         sidebarOpen ? "translate-x-0" : "-translate-x-full",
       )}
     >
-      <div className="flex items-center justify-between h-16 px-6 border-b border-gray-200">
+      <div className="flex items-center justify-between h-16 px-6 border-b border-border">
         <Link
           to="/"
           onClick={() => setSidebarOpen(false)}
           className="flex items-center space-x-2 hover:opacity-80 transition-opacity"
         >
-          <CreditCard className="h-8 w-8 text-blue-600" />
-          <h1 className="text-xl font-bold text-gray-900">Leggen</h1>
+          <CreditCard className="h-8 w-8 text-primary" />
+          <h1 className="text-xl font-bold text-card-foreground">Leggen</h1>
         </Link>
         <button
           onClick={() => setSidebarOpen(false)}
-          className="lg:hidden p-1 rounded-md text-gray-400 hover:text-gray-500"
+          className="lg:hidden p-1 rounded-md text-muted-foreground hover:text-foreground"
         >
           <X className="h-6 w-6" />
         </button>
@@ -71,11 +71,12 @@ export default function Sidebar({ sidebarOpen, setSidebarOpen }: SidebarProps) {
               key={item.to}
               to={item.to}
               onClick={() => setSidebarOpen(false)}
-              className={`flex items-center w-full px-3 py-2 text-sm font-medium rounded-md transition-colors ${
+              className={cn(
+                "flex items-center w-full px-3 py-2 text-sm font-medium rounded-md transition-colors",
                 location.pathname === item.to
-                  ? "bg-blue-100 text-blue-700"
-                  : "text-gray-700 hover:text-gray-900 hover:bg-gray-100"
-              }`}
+                  ? "bg-primary text-primary-foreground"
+                  : "text-card-foreground hover:text-card-foreground hover:bg-accent",
+              )}
             >
               <item.icon className="mr-3 h-5 w-5" />
               {item.name}
@@ -85,18 +86,18 @@ export default function Sidebar({ sidebarOpen, setSidebarOpen }: SidebarProps) {
       </nav>
 
       {/* Account Summary in Sidebar */}
-      <div className="px-6 py-4 border-t border-gray-200 mt-auto">
-        <div className="bg-gray-50 rounded-lg p-4">
+      <div className="px-6 py-4 border-t border-border mt-auto">
+        <div className="bg-muted rounded-lg p-4">
           <div className="flex items-center justify-between">
-            <span className="text-sm font-medium text-gray-600">
+            <span className="text-sm font-medium text-muted-foreground">
               Total Balance
             </span>
             <TrendingUp className="h-4 w-4 text-green-500" />
           </div>
-          <p className="text-2xl font-bold text-gray-900 mt-1">
+          <p className="text-2xl font-bold text-foreground mt-1">
             {formatCurrency(totalBalance)}
           </p>
-          <p className="text-sm text-gray-500 mt-1">
+          <p className="text-sm text-muted-foreground mt-1">
             {accounts?.length || 0} accounts
           </p>
         </div>

frontend/src/components/TransactionSkeleton.tsx

@@ -0,0 +1,103 @@
+interface TransactionSkeletonProps {
+  rows?: number;
+  view?: "table" | "mobile";
+}
+
+export default function TransactionSkeleton({
+  rows = 5,
+  view = "table",
+}: TransactionSkeletonProps) {
+  const skeletonRows = Array.from({ length: rows }, (_, index) => index);
+
+  if (view === "mobile") {
+    return (
+      <div className="bg-white rounded-lg shadow divide-y divide-gray-200">
+        {skeletonRows.map((_, index) => (
+          <div key={index} className="p-4 animate-pulse">
+            <div className="flex items-start justify-between">
+              <div className="flex-1">
+                <div className="flex items-start space-x-3">
+                  <div className="p-2 rounded-full bg-gray-200 flex-shrink-0">
+                    <div className="h-4 w-4 bg-gray-300 rounded"></div>
+                  </div>
+                  <div className="flex-1 min-w-0 space-y-2">
+                    <div className="h-4 bg-gray-200 rounded w-3/4"></div>
+                    <div className="space-y-1">
+                      <div className="h-3 bg-gray-200 rounded w-1/2"></div>
+                      <div className="h-3 bg-gray-200 rounded w-2/3"></div>
+                      <div className="h-3 bg-gray-200 rounded w-1/3"></div>
+                    </div>
+                  </div>
+                </div>
+              </div>
+              <div className="text-right ml-3 flex-shrink-0 space-y-2">
+                <div className="h-6 bg-gray-200 rounded w-20"></div>
+                <div className="h-4 bg-gray-200 rounded w-16 ml-auto"></div>
+                <div className="h-6 bg-gray-200 rounded w-12 ml-auto"></div>
+              </div>
+            </div>
+          </div>
+        ))}
+      </div>
+    );
+  }
+
+  return (
+    <div className="bg-white rounded-lg shadow overflow-hidden">
+      <div className="overflow-x-auto">
+        <table className="min-w-full divide-y divide-gray-200">
+          <thead className="bg-gray-50">
+            <tr>
+              <th className="px-6 py-3 text-left">
+                <div className="h-4 bg-gray-200 rounded w-20 animate-pulse"></div>
+              </th>
+              <th className="px-6 py-3 text-left">
+                <div className="h-4 bg-gray-200 rounded w-16 animate-pulse"></div>
+              </th>
+              <th className="px-6 py-3 text-left">
+                <div className="h-4 bg-gray-200 rounded w-12 animate-pulse"></div>
+              </th>
+              <th className="px-6 py-3 text-left">
+                <div className="h-4 bg-gray-200 rounded w-8 animate-pulse"></div>
+              </th>
+            </tr>
+          </thead>
+          <tbody className="bg-white divide-y divide-gray-200">
+            {skeletonRows.map((_, index) => (
+              <tr key={index} className="animate-pulse">
+                <td className="px-6 py-4">
+                  <div className="flex items-start space-x-3">
+                    <div className="p-2 rounded-full bg-gray-200 flex-shrink-0">
+                      <div className="h-4 w-4 bg-gray-300 rounded"></div>
+                    </div>
+                    <div className="flex-1 space-y-2">
+                      <div className="h-4 bg-gray-200 rounded w-3/4"></div>
+                      <div className="space-y-1">
+                        <div className="h-3 bg-gray-200 rounded w-1/2"></div>
+                        <div className="h-3 bg-gray-200 rounded w-2/3"></div>
+                      </div>
+                    </div>
+                  </div>
+                </td>
+                <td className="px-6 py-4">
+                  <div className="text-right">
+                    <div className="h-6 bg-gray-200 rounded w-24 ml-auto mb-1"></div>
+                  </div>
+                </td>
+                <td className="px-6 py-4">
+                  <div className="space-y-1">
+                    <div className="h-4 bg-gray-200 rounded w-20"></div>
+                    <div className="h-3 bg-gray-200 rounded w-16"></div>
+                  </div>
+                </td>
+                <td className="px-6 py-4">
+                  <div className="h-6 bg-gray-200 rounded w-12"></div>
+                </td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+      </div>
+    </div>
+  );
+}

frontend/src/components/TransactionsList.tsx

@@ -1,378 +0,0 @@
-import { useState } from "react";
-import { useQuery } from "@tanstack/react-query";
-import {
-  Filter,
-  Search,
-  TrendingUp,
-  TrendingDown,
-  Calendar,
-  RefreshCw,
-  AlertCircle,
-  X,
-  Eye,
-} from "lucide-react";
-import { apiClient } from "../lib/api";
-import { formatCurrency, formatDate } from "../lib/utils";
-import LoadingSpinner from "./LoadingSpinner";
-import RawTransactionModal from "./RawTransactionModal";
-import type { Account, Transaction, ApiResponse } from "../types/api";
-
-export default function TransactionsList() {
-  const [searchTerm, setSearchTerm] = useState("");
-  const [selectedAccount, setSelectedAccount] = useState<string>("");
-  const [startDate, setStartDate] = useState("");
-  const [endDate, setEndDate] = useState("");
-  const [showFilters, setShowFilters] = useState(false);
-  const [showRawModal, setShowRawModal] = useState(false);
-  const [selectedTransaction, setSelectedTransaction] =
-    useState<Transaction | null>(null);
-
-  const { data: accounts } = useQuery<Account[]>({
-    queryKey: ["accounts"],
-    queryFn: apiClient.getAccounts,
-  });
-
-  const {
-    data: transactionsResponse,
-    isLoading: transactionsLoading,
-    error: transactionsError,
-    refetch: refetchTransactions,
-  } = useQuery<ApiResponse<Transaction[]>>({
-    queryKey: ["transactions", selectedAccount, startDate, endDate],
-    queryFn: () =>
-      apiClient.getTransactions({
-        accountId: selectedAccount || undefined,
-        startDate: startDate || undefined,
-        endDate: endDate || undefined,
-        summaryOnly: false, // Always fetch raw transaction data
-      }),
-  });
-
-  const transactions = transactionsResponse?.data || [];
-
-  const filteredTransactions = (transactions || []).filter(
-    (transaction: Transaction) => {
-      // Additional validation (API client should have already filtered out invalid ones)
-      if (!transaction || !transaction.account_id) {
-        console.warn(
-          "Invalid transaction found after API filtering:",
-          transaction,
-        );
-        return false;
-      }
-
-      const description = transaction.description || "";
-      const creditorName = transaction.creditor_name || "";
-      const debtorName = transaction.debtor_name || "";
-      const reference = transaction.reference || "";
-
-      const matchesSearch =
-        searchTerm === "" ||
-        description.toLowerCase().includes(searchTerm.toLowerCase()) ||
-        creditorName.toLowerCase().includes(searchTerm.toLowerCase()) ||
-        debtorName.toLowerCase().includes(searchTerm.toLowerCase()) ||
-        reference.toLowerCase().includes(searchTerm.toLowerCase());
-
-      return matchesSearch;
-    },
-  );
-
-  const clearFilters = () => {
-    setSearchTerm("");
-    setSelectedAccount("");
-    setStartDate("");
-    setEndDate("");
-  };
-
-  const handleViewRaw = (transaction: Transaction) => {
-    setSelectedTransaction(transaction);
-    setShowRawModal(true);
-  };
-
-  const handleCloseModal = () => {
-    setShowRawModal(false);
-    setSelectedTransaction(null);
-  };
-
-  const hasActiveFilters =
-    searchTerm || selectedAccount || startDate || endDate;
-
-  if (transactionsLoading) {
-    return (
-      <div className="bg-white rounded-lg shadow">
-        <LoadingSpinner message="Loading transactions..." />
-      </div>
-    );
-  }
-
-  if (transactionsError) {
-    return (
-      <div className="bg-white rounded-lg shadow p-6">
-        <div className="flex items-center justify-center text-center">
-          <div>
-            <AlertCircle className="h-12 w-12 text-red-400 mx-auto mb-4" />
-            <h3 className="text-lg font-medium text-gray-900 mb-2">
-              Failed to load transactions
-            </h3>
-            <p className="text-gray-600 mb-4">
-              Unable to fetch transactions from the Leggen API.
-            </p>
-            <button
-              onClick={() => refetchTransactions()}
-              className="inline-flex items-center px-4 py-2 bg-blue-600 text-white rounded-md hover:bg-blue-700 transition-colors"
-            >
-              <RefreshCw className="h-4 w-4 mr-2" />
-              Retry
-            </button>
-          </div>
-        </div>
-      </div>
-    );
-  }
-
-  return (
-    <div className="space-y-6">
-      {/* Filters */}
-      <div className="bg-white rounded-lg shadow">
-        <div className="px-6 py-4 border-b border-gray-200">
-          <div className="flex items-center justify-between">
-            <h3 className="text-lg font-medium text-gray-900">Transactions</h3>
-            <div className="flex items-center space-x-2">
-              {hasActiveFilters && (
-                <button
-                  onClick={clearFilters}
-                  className="inline-flex items-center px-3 py-1 text-sm bg-gray-100 text-gray-700 rounded-full hover:bg-gray-200 transition-colors"
-                >
-                  <X className="h-3 w-3 mr-1" />
-                  Clear filters
-                </button>
-              )}
-              <button
-                onClick={() => setShowFilters(!showFilters)}
-                className="inline-flex items-center px-3 py-2 bg-blue-100 text-blue-700 rounded-md hover:bg-blue-200 transition-colors"
-              >
-                <Filter className="h-4 w-4 mr-2" />
-                Filters
-              </button>
-            </div>
-          </div>
-        </div>
-
-        {showFilters && (
-          <div className="px-6 py-4 border-b border-gray-200 bg-gray-50">
-            <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
-              {/* Search */}
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  Search
-                </label>
-                <div className="relative">
-                  <Search className="absolute left-3 top-1/2 transform -translate-y-1/2 h-4 w-4 text-gray-400" />
-                  <input
-                    type="text"
-                    value={searchTerm}
-                    onChange={(e) => setSearchTerm(e.target.value)}
-                    placeholder="Description, name, reference..."
-                    className="pl-10 pr-3 py-2 w-full border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                  />
-                </div>
-              </div>
-
-              {/* Account Filter */}
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  Account
-                </label>
-                <select
-                  value={selectedAccount}
-                  onChange={(e) => setSelectedAccount(e.target.value)}
-                  className="w-full border border-gray-300 rounded-md px-3 py-2 focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                >
-                  <option value="">All accounts</option>
-                  {accounts?.map((account) => (
-                    <option key={account.id} value={account.id}>
-                      {account.name || "Unnamed Account"} (
-                      {account.institution_id})
-                    </option>
-                  ))}
-                </select>
-              </div>
-
-              {/* Start Date */}
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  Start Date
-                </label>
-                <div className="relative">
-                  <Calendar className="absolute left-3 top-1/2 transform -translate-y-1/2 h-4 w-4 text-gray-400" />
-                  <input
-                    type="date"
-                    value={startDate}
-                    onChange={(e) => setStartDate(e.target.value)}
-                    className="pl-10 pr-3 py-2 w-full border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                  />
-                </div>
-              </div>
-
-              {/* End Date */}
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  End Date
-                </label>
-                <div className="relative">
-                  <Calendar className="absolute left-3 top-1/2 transform -translate-y-1/2 h-4 w-4 text-gray-400" />
-                  <input
-                    type="date"
-                    value={endDate}
-                    onChange={(e) => setEndDate(e.target.value)}
-                    className="pl-10 pr-3 py-2 w-full border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                  />
-                </div>
-              </div>
-            </div>
-          </div>
-        )}
-
-        {/* Results Summary */}
-        <div className="px-6 py-3 bg-gray-50 border-b border-gray-200">
-          <p className="text-sm text-gray-600">
-            Showing {filteredTransactions.length} transaction
-            {filteredTransactions.length !== 1 ? "s" : ""}
-            {selectedAccount && accounts && (
-              <span className="ml-1">
-                for {accounts.find((acc) => acc.id === selectedAccount)?.name}
-              </span>
-            )}
-          </p>
-        </div>
-      </div>
-
-      {/* Transactions List */}
-      {filteredTransactions.length === 0 ? (
-        <div className="bg-white rounded-lg shadow p-6 text-center">
-          <div className="text-gray-400 mb-4">
-            <TrendingUp className="h-12 w-12 mx-auto" />
-          </div>
-          <h3 className="text-lg font-medium text-gray-900 mb-2">
-            No transactions found
-          </h3>
-          <p className="text-gray-600">
-            {hasActiveFilters
-              ? "Try adjusting your filters to see more results."
-              : "No transactions are available for the selected criteria."}
-          </p>
-        </div>
-      ) : (
-        <div className="bg-white rounded-lg shadow divide-y divide-gray-200">
-          {filteredTransactions.map((transaction: Transaction) => {
-            const account = accounts?.find(
-              (acc) => acc.id === transaction.account_id,
-            );
-            const isPositive = transaction.transaction_value > 0;
-
-            return (
-              <div
-                key={`${transaction.account_id}-${transaction.transaction_id}`}
-                className="p-6 hover:bg-gray-50 transition-colors"
-              >
-                <div className="flex items-start justify-between">
-                  <div className="flex-1">
-                    <div className="flex items-start space-x-3">
-                      <div
-                        className={`p-2 rounded-full ${
-                          isPositive ? "bg-green-100" : "bg-red-100"
-                        }`}
-                      >
-                        {isPositive ? (
-                          <TrendingUp className="h-4 w-4 text-green-600" />
-                        ) : (
-                          <TrendingDown className="h-4 w-4 text-red-600" />
-                        )}
-                      </div>
-
-                      <div className="flex-1">
-                        <h4 className="text-sm font-medium text-gray-900 mb-1">
-                          {transaction.description}
-                        </h4>
-
-                        <div className="text-xs text-gray-500 space-y-1">
-                          {account && (
-                            <p>
-                              {account.name || "Unnamed Account"} •{" "}
-                              {account.institution_id}
-                            </p>
-                          )}
-
-                          {(transaction.creditor_name ||
-                            transaction.debtor_name) && (
-                            <p>
-                              {isPositive ? "From: " : "To: "}
-                              {transaction.creditor_name ||
-                                transaction.debtor_name}
-                            </p>
-                          )}
-
-                          {transaction.reference && (
-                            <p>Ref: {transaction.reference}</p>
-                          )}
-
-                          {transaction.internal_transaction_id && (
-                            <p>ID: {transaction.internal_transaction_id}</p>
-                          )}
-                        </div>
-                      </div>
-                    </div>
-                  </div>
-
-                  <div className="text-right ml-4">
-                    <div className="flex items-center justify-end space-x-2 mb-2">
-                      <button
-                        onClick={() => handleViewRaw(transaction)}
-                        className="inline-flex items-center px-2 py-1 text-xs bg-gray-100 text-gray-700 rounded hover:bg-gray-200 transition-colors"
-                        title="View raw transaction data"
-                      >
-                        <Eye className="h-3 w-3 mr-1" />
-                        Raw
-                      </button>
-                    </div>
-                    <p
-                      className={`text-lg font-semibold ${
-                        isPositive ? "text-green-600" : "text-red-600"
-                      }`}
-                    >
-                      {isPositive ? "+" : ""}
-                      {formatCurrency(
-                        transaction.transaction_value,
-                        transaction.transaction_currency,
-                      )}
-                    </p>
-                    <p className="text-sm text-gray-500">
-                      {transaction.transaction_date
-                        ? formatDate(transaction.transaction_date)
-                        : "No date"}
-                    </p>
-                    {transaction.booking_date &&
-                      transaction.booking_date !==
-                        transaction.transaction_date && (
-                        <p className="text-xs text-gray-400">
-                          Booked: {formatDate(transaction.booking_date)}
-                        </p>
-                      )}
-                  </div>
-                </div>
-              </div>
-            );
-          })}
-        </div>
-      )}
-
-      {/* Raw Transaction Modal */}
-      <RawTransactionModal
-        isOpen={showRawModal}
-        onClose={handleCloseModal}
-        rawTransaction={selectedTransaction?.raw_transaction}
-        transactionId={selectedTransaction?.transaction_id || "unknown"}
-      />
-    </div>
-  );
-}

frontend/src/components/TransactionsTable.tsx

@@ -13,68 +13,101 @@ import type {
   ColumnFiltersState,
 } from "@tanstack/react-table";
 import {
-  Filter,
-  Search,
   TrendingUp,
   TrendingDown,
-  Calendar,
   RefreshCw,
   AlertCircle,
-  X,
   Eye,
   ChevronUp,
   ChevronDown,
 } from "lucide-react";
 import { apiClient } from "../lib/api";
 import { formatCurrency, formatDate } from "../lib/utils";
-import LoadingSpinner from "./LoadingSpinner";
+import TransactionSkeleton from "./TransactionSkeleton";
+import FiltersSkeleton from "./FiltersSkeleton";
 import RawTransactionModal from "./RawTransactionModal";
-import type { Account, Transaction, ApiResponse } from "../types/api";
+import { FilterBar, type FilterState } from "./filters";
+import { DataTablePagination } from "./ui/data-table-pagination";
+import { Card, CardContent } from "./ui/card";
+import { Alert, AlertDescription, AlertTitle } from "./ui/alert";
+import { Button } from "./ui/button";
+import type { Account, Transaction, ApiResponse, Balance } from "../types/api";
 
 export default function TransactionsTable() {
-  const [searchTerm, setSearchTerm] = useState("");
-  const [selectedAccount, setSelectedAccount] = useState<string>("");
-  const [startDate, setStartDate] = useState("");
-  const [endDate, setEndDate] = useState("");
-  const [minAmount, setMinAmount] = useState("");
-  const [maxAmount, setMaxAmount] = useState("");
-  const [showFilters, setShowFilters] = useState(false);
+  // Filter state consolidated into a single object
+  const [filterState, setFilterState] = useState<FilterState>({
+    searchTerm: "",
+    selectedAccount: "",
+    startDate: "",
+    endDate: "",
+    minAmount: "",
+    maxAmount: "",
+  });
+
   const [showRawModal, setShowRawModal] = useState(false);
   const [selectedTransaction, setSelectedTransaction] =
     useState<Transaction | null>(null);
+  const [showRunningBalance, setShowRunningBalance] = useState(true);
 
   // Pagination state
   const [currentPage, setCurrentPage] = useState(1);
   const [perPage, setPerPage] = useState(50);
 
   // Debounced search state
-  const [debouncedSearchTerm, setDebouncedSearchTerm] = useState(searchTerm);
+  const [debouncedSearchTerm, setDebouncedSearchTerm] = useState(
+    filterState.searchTerm,
+  );
 
   // Table state (remove pagination from table)
   const [sorting, setSorting] = useState<SortingState>([]);
   const [columnFilters, setColumnFilters] = useState<ColumnFiltersState>([]);
 
+  // Helper function to update filter state
+  const handleFilterChange = (key: keyof FilterState, value: string) => {
+    setFilterState((prev) => ({ ...prev, [key]: value }));
+  };
+
+  // Helper function to clear all filters
+  const handleClearFilters = () => {
+    setFilterState({
+      searchTerm: "",
+      selectedAccount: "",
+      startDate: "",
+      endDate: "",
+      minAmount: "",
+      maxAmount: "",
+    });
+    setColumnFilters([]);
+    setCurrentPage(1);
+  };
+
   // Debounce search term to prevent excessive API calls
   useEffect(() => {
     const timer = setTimeout(() => {
-      setDebouncedSearchTerm(searchTerm);
+      setDebouncedSearchTerm(filterState.searchTerm);
     }, 300); // 300ms delay
 
     return () => clearTimeout(timer);
-  }, [searchTerm]);
+  }, [filterState.searchTerm]);
 
   // Reset pagination when search term changes
   useEffect(() => {
-    if (debouncedSearchTerm !== searchTerm) {
+    if (debouncedSearchTerm !== filterState.searchTerm) {
       setCurrentPage(1);
     }
-  }, [debouncedSearchTerm, searchTerm]);
+  }, [debouncedSearchTerm, filterState.searchTerm]);
 
   const { data: accounts } = useQuery<Account[]>({
     queryKey: ["accounts"],
     queryFn: apiClient.getAccounts,
   });
 
+  const { data: balances } = useQuery<Balance[]>({
+    queryKey: ["balances"],
+    queryFn: apiClient.getBalances,
+    enabled: showRunningBalance,
+  });
+
   const {
     data: transactionsResponse,
     isLoading: transactionsLoading,
@@ -83,22 +116,30 @@ export default function TransactionsTable() {
   } = useQuery<ApiResponse<Transaction[]>>({
     queryKey: [
       "transactions",
-      selectedAccount,
-      startDate,
-      endDate,
+      filterState.selectedAccount,
+      filterState.startDate,
+      filterState.endDate,
       currentPage,
       perPage,
       debouncedSearchTerm,
+      filterState.minAmount,
+      filterState.maxAmount,
     ],
     queryFn: () =>
       apiClient.getTransactions({
-        accountId: selectedAccount || undefined,
-        startDate: startDate || undefined,
-        endDate: endDate || undefined,
+        accountId: filterState.selectedAccount || undefined,
+        startDate: filterState.startDate || undefined,
+        endDate: filterState.endDate || undefined,
         page: currentPage,
         perPage: perPage,
         search: debouncedSearchTerm || undefined,
         summaryOnly: false,
+        minAmount: filterState.minAmount
+          ? parseFloat(filterState.minAmount)
+          : undefined,
+        maxAmount: filterState.maxAmount
+          ? parseFloat(filterState.maxAmount)
+          : undefined,
       }),
   });
 
@@ -106,7 +147,7 @@ export default function TransactionsTable() {
   const pagination = transactionsResponse?.pagination;
 
   // Check if search is currently debouncing
-  const isSearchLoading = searchTerm !== debouncedSearchTerm;
+  const isSearchLoading = filterState.searchTerm !== debouncedSearchTerm;
 
   // Reset pagination when total becomes 0 (no results)
   useEffect(() => {
@@ -115,46 +156,16 @@ export default function TransactionsTable() {
     }
   }, [pagination, currentPage]);
 
-  const clearFilters = () => {
-    setSearchTerm("");
-    setSelectedAccount("");
-    setStartDate("");
-    setEndDate("");
-    setMinAmount("");
-    setMaxAmount("");
-    setColumnFilters([]);
-    setCurrentPage(1); // Reset to first page when clearing filters
-  };
-
-  const setQuickDateFilter = (days: number) => {
-    const endDate = new Date();
-    const startDate = new Date();
-    startDate.setDate(endDate.getDate() - days);
-
-    setStartDate(startDate.toISOString().split("T")[0]);
-    setEndDate(endDate.toISOString().split("T")[0]);
-    setCurrentPage(1); // Reset to first page when changing date filters
-  };
-
-  const setThisMonthFilter = () => {
-    const now = new Date();
-    const startOfMonth = new Date(now.getFullYear(), now.getMonth(), 1);
-    const endOfMonth = new Date(now.getFullYear(), now.getMonth() + 1, 0);
-
-    setStartDate(startOfMonth.toISOString().split("T")[0]);
-    setEndDate(endOfMonth.toISOString().split("T")[0]);
-    setCurrentPage(1); // Reset to first page when changing date filters
-  };
-
-  // Reset pagination when account filter changes
+  // Reset pagination when filters change
   useEffect(() => {
     setCurrentPage(1);
-  }, [selectedAccount]);
-
-  // Reset pagination when date filters change
-  useEffect(() => {
-    setCurrentPage(1);
-  }, [startDate, endDate]);
+  }, [
+    filterState.selectedAccount,
+    filterState.startDate,
+    filterState.endDate,
+    filterState.minAmount,
+    filterState.maxAmount,
+  ]);
 
   const handleViewRaw = (transaction: Transaction) => {
     setSelectedTransaction(transaction);
@@ -167,12 +178,60 @@ export default function TransactionsTable() {
   };
 
   const hasActiveFilters =
-    searchTerm ||
-    selectedAccount ||
-    startDate ||
-    endDate ||
-    minAmount ||
-    maxAmount;
+    filterState.searchTerm ||
+    filterState.selectedAccount ||
+    filterState.startDate ||
+    filterState.endDate ||
+    filterState.minAmount ||
+    filterState.maxAmount;
+
+  // Calculate running balances
+  const calculateRunningBalances = (transactions: Transaction[]) => {
+    if (!balances || !showRunningBalance) return {};
+
+    const runningBalances: { [key: string]: number } = {};
+    const accountBalanceMap = new Map<string, number>();
+
+    // Create a map of account current balances
+    balances.forEach((balance) => {
+      if (balance.balance_type === "expected") {
+        accountBalanceMap.set(balance.account_id, balance.balance_amount);
+      }
+    });
+
+    // Group transactions by account
+    const transactionsByAccount = new Map<string, Transaction[]>();
+    transactions.forEach((txn) => {
+      if (!transactionsByAccount.has(txn.account_id)) {
+        transactionsByAccount.set(txn.account_id, []);
+      }
+      transactionsByAccount.get(txn.account_id)!.push(txn);
+    });
+
+    // Calculate running balance for each account
+    transactionsByAccount.forEach((accountTransactions, accountId) => {
+      const currentBalance = accountBalanceMap.get(accountId) || 0;
+      let runningBalance = currentBalance;
+
+      // Sort transactions by date (newest first) to work backwards
+      const sortedTransactions = [...accountTransactions].sort(
+        (a, b) =>
+          new Date(b.transaction_date).getTime() -
+          new Date(a.transaction_date).getTime(),
+      );
+
+      // Calculate running balance by working backwards from current balance
+      sortedTransactions.forEach((txn) => {
+        runningBalances[`${txn.account_id}-${txn.transaction_id}`] =
+          runningBalance;
+        runningBalance -= txn.transaction_value;
+      });
+    });
+
+    return runningBalances;
+  };
+
+  const runningBalances = calculateRunningBalances(transactions);
 
   // Define columns
   const columns: ColumnDef<Transaction>[] = [
@@ -200,10 +259,10 @@ export default function TransactionsTable() {
               )}
             </div>
             <div className="flex-1 min-w-0">
-              <h4 className="text-sm font-medium text-gray-900 truncate">
+              <h4 className="text-sm font-medium text-foreground truncate">
                 {transaction.description}
               </h4>
-              <div className="text-xs text-gray-500 space-y-1">
+              <div className="text-xs text-muted-foreground space-y-1">
                 {account && (
                   <p className="truncate">
                     {account.name || "Unnamed Account"} •{" "}
@@ -249,19 +308,42 @@ export default function TransactionsTable() {
       },
       sortingFn: "basic",
     },
+    ...(showRunningBalance
+      ? [
+          {
+            id: "running_balance",
+            header: "Running Balance",
+            cell: ({ row }: { row: { original: Transaction } }) => {
+              const transaction = row.original;
+              const balanceKey = `${transaction.account_id}-${transaction.transaction_id}`;
+              const balance = runningBalances[balanceKey];
+
+              if (balance === undefined) return null;
+
+              return (
+                <div className="text-right">
+                  <p className="text-sm font-medium text-foreground">
+                    {formatCurrency(balance, transaction.transaction_currency)}
+                  </p>
+                </div>
+              );
+            },
+          },
+        ]
+      : []),
     {
       accessorKey: "transaction_date",
       header: "Date",
       cell: ({ row }) => {
         const transaction = row.original;
         return (
-          <div className="text-sm text-gray-900">
+          <div className="text-sm text-foreground">
             {transaction.transaction_date
               ? formatDate(transaction.transaction_date)
               : "No date"}
             {transaction.booking_date &&
               transaction.booking_date !== transaction.transaction_date && (
-                <p className="text-xs text-gray-400">
+                <p className="text-xs text-muted-foreground">
                   Booked: {formatDate(transaction.booking_date)}
                 </p>
               )}
@@ -278,7 +360,7 @@ export default function TransactionsTable() {
         return (
           <button
             onClick={() => handleViewRaw(transaction)}
-            className="inline-flex items-center px-2 py-1 text-xs bg-gray-100 text-gray-700 rounded hover:bg-gray-200 transition-colors"
+            className="inline-flex items-center px-2 py-1 text-xs bg-muted text-muted-foreground rounded hover:bg-accent transition-colors"
             title="View raw transaction data"
           >
             <Eye className="h-3 w-3 mr-1" />
@@ -300,9 +382,10 @@ export default function TransactionsTable() {
     state: {
       sorting,
       columnFilters,
-      globalFilter: searchTerm,
+      globalFilter: filterState.searchTerm,
     },
-    onGlobalFilterChange: setSearchTerm,
+    onGlobalFilterChange: (value: string) =>
+      handleFilterChange("searchTerm", value),
     globalFilterFn: (row, _columnId, filterValue) => {
       // Custom global filter that searches multiple fields
       const transaction = row.original;
@@ -324,204 +407,55 @@ export default function TransactionsTable() {
 
   if (transactionsLoading) {
     return (
-      <div className="bg-white rounded-lg shadow">
-        <LoadingSpinner message="Loading transactions..." />
+      <div className="space-y-6">
+        <FiltersSkeleton />
+        <TransactionSkeleton rows={10} view="table" />
+        <div className="md:hidden">
+          <TransactionSkeleton rows={10} view="mobile" />
+        </div>
       </div>
     );
   }
 
   if (transactionsError) {
     return (
-      <div className="bg-white rounded-lg shadow p-6">
-        <div className="flex items-center justify-center text-center">
-          <div>
-            <AlertCircle className="h-12 w-12 text-red-400 mx-auto mb-4" />
-            <h3 className="text-lg font-medium text-gray-900 mb-2">
-              Failed to load transactions
-            </h3>
-            <p className="text-gray-600 mb-4">
-              Unable to fetch transactions from the Leggen API.
-            </p>
-            <button
+      <Alert variant="destructive">
+        <AlertCircle className="h-4 w-4" />
+        <AlertTitle>Failed to load transactions</AlertTitle>
+        <AlertDescription className="space-y-3">
+          <p>Unable to fetch transactions from the Leggen API.</p>
+          <Button
             onClick={() => refetchTransactions()}
-              className="inline-flex items-center px-4 py-2 bg-blue-600 text-white rounded-md hover:bg-blue-700 transition-colors"
+            variant="outline"
+            size="sm"
           >
             <RefreshCw className="h-4 w-4 mr-2" />
             Retry
-            </button>
-          </div>
-        </div>
-      </div>
+          </Button>
+        </AlertDescription>
+      </Alert>
     );
   }
 
   return (
     <div className="space-y-6">
-      {/* Filters */}
-      <div className="bg-white rounded-lg shadow">
-        <div className="px-6 py-4 border-b border-gray-200">
-          <div className="flex items-center justify-between">
-            <h3 className="text-lg font-medium text-gray-900">Transactions</h3>
-            <div className="flex items-center space-x-2">
-              {hasActiveFilters && (
-                <button
-                  onClick={clearFilters}
-                  className="inline-flex items-center px-3 py-1 text-sm bg-gray-100 text-gray-700 rounded-full hover:bg-gray-200 transition-colors"
-                >
-                  <X className="h-3 w-3 mr-1" />
-                  Clear filters
-                </button>
-              )}
-              <button
-                onClick={() => setShowFilters(!showFilters)}
-                className="inline-flex items-center px-3 py-2 bg-blue-100 text-blue-700 rounded-md hover:bg-blue-200 transition-colors"
-              >
-                <Filter className="h-4 w-4 mr-2" />
-                Filters
-              </button>
-            </div>
-          </div>
-        </div>
-
-        {showFilters && (
-          <div className="px-6 py-4 border-b border-gray-200 bg-gray-50">
-            {/* Quick Date Filters */}
-            <div className="mb-4">
-              <label className="block text-sm font-medium text-gray-700 mb-2">
-                Quick Filters
-              </label>
-              <div className="flex flex-wrap gap-2">
-                <button
-                  onClick={() => setQuickDateFilter(7)}
-                  className="px-3 py-1 text-sm bg-blue-100 text-blue-700 rounded-full hover:bg-blue-200 transition-colors"
-                >
-                  Last 7 days
-                </button>
-                <button
-                  onClick={() => setQuickDateFilter(30)}
-                  className="px-3 py-1 text-sm bg-blue-100 text-blue-700 rounded-full hover:bg-blue-200 transition-colors"
-                >
-                  Last 30 days
-                </button>
-                <button
-                  onClick={setThisMonthFilter}
-                  className="px-3 py-1 text-sm bg-blue-100 text-blue-700 rounded-full hover:bg-blue-200 transition-colors"
-                >
-                  This month
-                </button>
-              </div>
-            </div>
-
-            <div className="grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-4 gap-4">
-              {/* Search */}
-              <div className="sm:col-span-2 lg:col-span-1">
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  Search
-                </label>
-                <div className="relative">
-                  <Search className="absolute left-3 top-1/2 transform -translate-y-1/2 h-4 w-4 text-gray-400" />
-                  <input
-                    type="text"
-                    value={searchTerm}
-                    onChange={(e) => setSearchTerm(e.target.value)}
-                    placeholder="Description, name, reference..."
-                    className="pl-10 pr-3 py-2 w-full border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
+      {/* New FilterBar */}
+      <FilterBar
+        filterState={filterState}
+        onFilterChange={handleFilterChange}
+        onClearFilters={handleClearFilters}
+        accounts={accounts}
+        isSearchLoading={isSearchLoading}
+        showRunningBalance={showRunningBalance}
+        onToggleRunningBalance={() =>
+          setShowRunningBalance(!showRunningBalance)
+        }
       />
-                  {isSearchLoading && (
-                    <div className="absolute right-3 top-1/2 transform -translate-y-1/2">
-                      <div className="animate-spin h-4 w-4 border-2 border-gray-300 border-t-blue-500 rounded-full"></div>
-                    </div>
-                  )}
-                </div>
-              </div>
-
-              {/* Account Filter */}
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  Account
-                </label>
-                <select
-                  value={selectedAccount}
-                  onChange={(e) => setSelectedAccount(e.target.value)}
-                  className="w-full border border-gray-300 rounded-md px-3 py-2 focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                >
-                  <option value="">All accounts</option>
-                  {accounts?.map((account) => (
-                    <option key={account.id} value={account.id}>
-                      {account.name || "Unnamed Account"} ({account.institution_id})
-                    </option>
-                  ))}
-                </select>
-              </div>
-
-              {/* Start Date */}
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  Start Date
-                </label>
-                <div className="relative">
-                  <Calendar className="absolute left-3 top-1/2 transform -translate-y-1/2 h-4 w-4 text-gray-400" />
-                  <input
-                    type="date"
-                    value={startDate}
-                    onChange={(e) => setStartDate(e.target.value)}
-                    className="pl-10 pr-3 py-2 w-full border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                  />
-                </div>
-              </div>
-
-              {/* End Date */}
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  End Date
-                </label>
-                <div className="relative">
-                  <Calendar className="absolute left-3 top-1/2 transform -translate-y-1/2 h-4 w-4 text-gray-400" />
-                  <input
-                    type="date"
-                    value={endDate}
-                    onChange={(e) => setEndDate(e.target.value)}
-                    className="pl-10 pr-3 py-2 w-full border border-gray-300 rounded-md focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                  />
-                </div>
-              </div>
-            </div>
-
-            {/* Amount Range Filters */}
-            <div className="grid grid-cols-1 sm:grid-cols-2 gap-4 mt-4">
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  Min Amount
-                </label>
-                <input
-                  type="number"
-                  value={minAmount}
-                  onChange={(e) => setMinAmount(e.target.value)}
-                  placeholder="0.00"
-                  step="0.01"
-                  className="w-full border border-gray-300 rounded-md px-3 py-2 focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                />
-              </div>
-              <div>
-                <label className="block text-sm font-medium text-gray-700 mb-1">
-                  Max Amount
-                </label>
-                <input
-                  type="number"
-                  value={maxAmount}
-                  onChange={(e) => setMaxAmount(e.target.value)}
-                  placeholder="1000.00"
-                  step="0.01"
-                  className="w-full border border-gray-300 rounded-md px-3 py-2 focus:outline-none focus:ring-2 focus:ring-blue-500 focus:border-blue-500"
-                />
-              </div>
-            </div>
-          </div>
-        )}
 
       {/* Results Summary */}
-        <div className="px-6 py-3 bg-gray-50 border-b border-gray-200">
-          <p className="text-sm text-gray-600">
+      <Card>
+        <CardContent className="px-6 py-3 bg-muted/30 border-b border-border">
+          <p className="text-sm text-muted-foreground">
             Showing {transactions.length} transaction
             {transactions.length !== 1 ? "s" : ""} (
             {pagination ? (
@@ -537,28 +471,32 @@ export default function TransactionsTable() {
               "loading..."
             )}
             )
-            {selectedAccount && accounts && (
+            {filterState.selectedAccount && accounts && (
               <span className="ml-1">
-                for {accounts.find((acc) => acc.id === selectedAccount)?.name}
+                for{" "}
+                {
+                  accounts.find((acc) => acc.id === filterState.selectedAccount)
+                    ?.name
+                }
               </span>
             )}
           </p>
-        </div>
-      </div>
+        </CardContent>
+      </Card>
 
       {/* Responsive Table/Cards */}
-      <div className="bg-white rounded-lg shadow overflow-hidden">
+      <Card className="overflow-hidden">
         {/* Desktop Table View (hidden on mobile) */}
         <div className="hidden md:block">
           <div className="overflow-x-auto">
-            <table className="min-w-full divide-y divide-gray-200">
-              <thead className="bg-gray-50">
+            <table className="min-w-full divide-y divide-border">
+              <thead className="bg-muted/50">
                 {table.getHeaderGroups().map((headerGroup) => (
                   <tr key={headerGroup.id}>
                     {headerGroup.headers.map((header) => (
                       <th
                         key={header.id}
-                        className="px-6 py-3 text-left text-xs font-medium text-gray-500 uppercase tracking-wider cursor-pointer hover:bg-gray-100"
+                        className="px-6 py-3 text-left text-xs font-medium text-muted-foreground uppercase tracking-wider cursor-pointer hover:bg-muted"
                         onClick={header.column.getToggleSortingHandler()}
                       >
                         <div className="flex items-center space-x-1">
@@ -575,15 +513,15 @@ export default function TransactionsTable() {
                               <ChevronUp
                                 className={`h-3 w-3 ${
                                   header.column.getIsSorted() === "asc"
-                                    ? "text-blue-600"
-                                    : "text-gray-400"
+                                    ? "text-primary"
+                                    : "text-muted-foreground"
                                 }`}
                               />
                               <ChevronDown
                                 className={`h-3 w-3 -mt-1 ${
                                   header.column.getIsSorted() === "desc"
-                                    ? "text-blue-600"
-                                    : "text-gray-400"
+                                    ? "text-primary"
+                                    : "text-muted-foreground"
                                 }`}
                               />
                             </div>
@@ -594,20 +532,20 @@ export default function TransactionsTable() {
                   </tr>
                 ))}
               </thead>
-              <tbody className="bg-white divide-y divide-gray-200">
+              <tbody className="bg-card divide-y divide-border">
                 {table.getRowModel().rows.length === 0 ? (
                   <tr>
                     <td
                       colSpan={columns.length}
                       className="px-6 py-12 text-center"
                     >
-                      <div className="text-gray-400 mb-4">
+                      <div className="text-muted-foreground mb-4">
                         <TrendingUp className="h-12 w-12 mx-auto" />
                       </div>
-                      <h3 className="text-lg font-medium text-gray-900 mb-2">
+                      <h3 className="text-lg font-medium text-foreground mb-2">
                         No transactions found
                       </h3>
-                      <p className="text-gray-600">
+                      <p className="text-muted-foreground">
                         {hasActiveFilters
                           ? "Try adjusting your filters to see more results."
                           : "No transactions are available for the selected criteria."}
@@ -616,9 +554,12 @@ export default function TransactionsTable() {
                   </tr>
                 ) : (
                   table.getRowModel().rows.map((row) => (
-                    <tr key={row.id} className="hover:bg-gray-50">
+                    <tr key={row.id} className="hover:bg-muted/50">
                       {row.getVisibleCells().map((cell) => (
-                        <td key={cell.id} className="px-6 py-4 whitespace-nowrap">
+                        <td
+                          key={cell.id}
+                          className="px-6 py-4 whitespace-nowrap"
+                        >
                           {flexRender(
                             cell.column.columnDef.cell,
                             cell.getContext(),
@@ -637,20 +578,20 @@ export default function TransactionsTable() {
         <div className="md:hidden">
           {table.getRowModel().rows.length === 0 ? (
             <div className="px-6 py-12 text-center">
-              <div className="text-gray-400 mb-4">
+              <div className="text-muted-foreground mb-4">
                 <TrendingUp className="h-12 w-12 mx-auto" />
               </div>
-              <h3 className="text-lg font-medium text-gray-900 mb-2">
+              <h3 className="text-lg font-medium text-foreground mb-2">
                 No transactions found
               </h3>
-              <p className="text-gray-600">
+              <p className="text-muted-foreground">
                 {hasActiveFilters
                   ? "Try adjusting your filters to see more results."
                   : "No transactions are available for the selected criteria."}
               </p>
             </div>
           ) : (
-            <div className="divide-y divide-gray-200">
+            <div className="divide-y divide-border">
               {table.getRowModel().rows.map((row) => {
                 const transaction = row.original;
                 const account = accounts?.find(
@@ -661,7 +602,7 @@ export default function TransactionsTable() {
                 return (
                   <div
                     key={row.id}
-                    className="p-4 hover:bg-gray-50 transition-colors"
+                    className="p-4 hover:bg-muted/50 transition-colors"
                   >
                     <div className="flex items-start justify-between">
                       <div className="flex-1 min-w-0">
@@ -678,33 +619,39 @@ export default function TransactionsTable() {
                             )}
                           </div>
                           <div className="flex-1 min-w-0">
-                            <h4 className="text-sm font-medium text-gray-900 break-words">
+                            <h4 className="text-sm font-medium text-foreground break-words">
                               {transaction.description}
                             </h4>
-                            <div className="text-xs text-gray-500 space-y-1 mt-1">
+                            <div className="text-xs text-muted-foreground space-y-1 mt-1">
                               {account && (
                                 <p className="break-words">
                                   {account.name || "Unnamed Account"} •{" "}
                                   {account.institution_id}
                                 </p>
                               )}
-                              {(transaction.creditor_name || transaction.debtor_name) && (
+                              {(transaction.creditor_name ||
+                                transaction.debtor_name) && (
                                 <p className="break-words">
                                   {isPositive ? "From: " : "To: "}
-                                  {transaction.creditor_name || transaction.debtor_name}
+                                  {transaction.creditor_name ||
+                                    transaction.debtor_name}
                                 </p>
                               )}
                               {transaction.reference && (
-                                <p className="break-words">Ref: {transaction.reference}</p>
+                                <p className="break-words">
+                                  Ref: {transaction.reference}
+                                </p>
                               )}
-                              <p className="text-gray-400">
+                              <p className="text-muted-foreground">
                                 {transaction.transaction_date
                                   ? formatDate(transaction.transaction_date)
                                   : "No date"}
                                 {transaction.booking_date &&
-                                  transaction.booking_date !== transaction.transaction_date && (
+                                  transaction.booking_date !==
+                                    transaction.transaction_date && (
                                     <span className="ml-2">
-                                      (Booked: {formatDate(transaction.booking_date)})
+                                      (Booked:{" "}
+                                      {formatDate(transaction.booking_date)})
                                     </span>
                                   )}
                               </p>
@@ -724,9 +671,20 @@ export default function TransactionsTable() {
                             transaction.transaction_currency,
                           )}
                         </p>
+                        {showRunningBalance && (
+                          <p className="text-xs text-muted-foreground mb-1">
+                            Balance:{" "}
+                            {formatCurrency(
+                              runningBalances[
+                                `${transaction.account_id}-${transaction.transaction_id}`
+                              ] || 0,
+                              transaction.transaction_currency,
+                            )}
+                          </p>
+                        )}
                         <button
                           onClick={() => handleViewRaw(transaction)}
-                          className="inline-flex items-center px-2 py-1 text-xs bg-gray-100 text-gray-700 rounded hover:bg-gray-200 transition-colors"
+                          className="inline-flex items-center px-2 py-1 text-xs bg-muted text-muted-foreground rounded hover:bg-accent transition-colors"
                           title="View raw transaction data"
                         >
                           <Eye className="h-3 w-3 mr-1" />
@@ -743,141 +701,18 @@ export default function TransactionsTable() {
 
         {/* Pagination */}
         {pagination && (
-          <div className="bg-white px-4 py-3 flex flex-col sm:flex-row items-center justify-between border-t border-gray-200 space-y-3 sm:space-y-0">
-            {/* Mobile pagination controls */}
-            <div className="flex justify-between w-full sm:hidden">
-              <div className="flex space-x-2">
-                <button
-                  onClick={() => setCurrentPage(1)}
-                  disabled={pagination.page === 1}
-                  className="relative inline-flex items-center px-3 py-2 text-sm font-medium text-gray-700 bg-white border border-gray-300 rounded-md hover:bg-gray-50 disabled:opacity-50 disabled:cursor-not-allowed"
-                >
-                  First
-                </button>
-                <button
-                  onClick={() =>
-                    setCurrentPage((prev) => Math.max(1, prev - 1))
-                  }
-                  disabled={!pagination.has_prev}
-                  className="relative inline-flex items-center px-3 py-2 text-sm font-medium text-gray-700 bg-white border border-gray-300 rounded-md hover:bg-gray-50 disabled:opacity-50 disabled:cursor-not-allowed"
-                >
-                  Previous
-                </button>
-              </div>
-              <div className="flex space-x-2">
-                <button
-                  onClick={() => setCurrentPage((prev) => prev + 1)}
-                  disabled={!pagination.has_next}
-                  className="relative inline-flex items-center px-3 py-2 text-sm font-medium text-gray-700 bg-white border border-gray-300 rounded-md hover:bg-gray-50 disabled:opacity-50 disabled:cursor-not-allowed"
-                >
-                  Next
-                </button>
-                <button
-                  onClick={() => setCurrentPage(pagination.total_pages)}
-                  disabled={pagination.page === pagination.total_pages}
-                  className="relative inline-flex items-center px-3 py-2 text-sm font-medium text-gray-700 bg-white border border-gray-300 rounded-md hover:bg-gray-50 disabled:opacity-50 disabled:cursor-not-allowed"
-                >
-                  Last
-                </button>
-              </div>
-            </div>
-            
-            {/* Mobile pagination info */}
-            <div className="text-center w-full sm:hidden">
-              <p className="text-sm text-gray-700">
-                Page <span className="font-medium">{pagination.page}</span> of{" "}
-                <span className="font-medium">{pagination.total_pages}</span>
-                <br />
-                <span className="text-xs text-gray-500">
-                  Showing {(pagination.page - 1) * pagination.per_page + 1}-
-                  {Math.min(pagination.page * pagination.per_page, pagination.total)} of {pagination.total}
-                </span>
-              </p>
-            </div>
-
-            {/* Desktop pagination */}
-            <div className="hidden sm:flex sm:flex-1 sm:items-center sm:justify-between">
-              <div className="flex items-center space-x-2">
-                <p className="text-sm text-gray-700">
-                  Showing{" "}
-                  <span className="font-medium">
-                    {(pagination.page - 1) * pagination.per_page + 1}
-                  </span>{" "}
-                  to{" "}
-                  <span className="font-medium">
-                    {Math.min(
-                      pagination.page * pagination.per_page,
-                      pagination.total,
+          <DataTablePagination
+            currentPage={pagination.page}
+            totalPages={pagination.total_pages}
+            pageSize={pagination.per_page}
+            total={pagination.total}
+            hasNext={pagination.has_next}
+            hasPrev={pagination.has_prev}
+            onPageChange={setCurrentPage}
+            onPageSizeChange={setPerPage}
+          />
         )}
-                  </span>{" "}
-                  of <span className="font-medium">{pagination.total}</span>{" "}
-                  results
-                </p>
-              </div>
-              <div className="flex items-center space-x-4">
-                <div className="flex items-center space-x-2">
-                  <label className="text-sm text-gray-700">
-                    Rows per page:
-                  </label>
-                  <select
-                    value={perPage}
-                    onChange={(e) => {
-                      setPerPage(Number(e.target.value));
-                      setCurrentPage(1); // Reset to first page when changing page size
-                    }}
-                    className="border border-gray-300 rounded px-2 py-1 text-sm"
-                  >
-                    {[10, 25, 50, 100].map((pageSize) => (
-                      <option key={pageSize} value={pageSize}>
-                        {pageSize}
-                      </option>
-                    ))}
-                  </select>
-                </div>
-                <div className="flex items-center space-x-2">
-                  <button
-                    onClick={() => setCurrentPage(1)}
-                    disabled={pagination.page === 1}
-                    className="relative inline-flex items-center px-2 py-2 text-sm font-medium text-gray-500 bg-white border border-gray-300 rounded-md hover:bg-gray-50 disabled:opacity-50 disabled:cursor-not-allowed"
-                  >
-                    First
-                  </button>
-                  <button
-                    onClick={() =>
-                      setCurrentPage((prev) => Math.max(1, prev - 1))
-                    }
-                    disabled={!pagination.has_prev}
-                    className="relative inline-flex items-center px-2 py-2 text-sm font-medium text-gray-500 bg-white border border-gray-300 rounded-md hover:bg-gray-50 disabled:opacity-50 disabled:cursor-not-allowed"
-                  >
-                    Previous
-                  </button>
-                  <span className="text-sm text-gray-700">
-                    Page <span className="font-medium">{pagination.page}</span>{" "}
-                    of{" "}
-                    <span className="font-medium">
-                      {pagination.total_pages}
-                    </span>
-                  </span>
-                  <button
-                    onClick={() => setCurrentPage((prev) => prev + 1)}
-                    disabled={!pagination.has_next}
-                    className="relative inline-flex items-center px-2 py-2 text-sm font-medium text-gray-500 bg-white border border-gray-300 rounded-md hover:bg-gray-50 disabled:opacity-50 disabled:cursor-not-allowed"
-                  >
-                    Next
-                  </button>
-                  <button
-                    onClick={() => setCurrentPage(pagination.total_pages)}
-                    disabled={pagination.page === pagination.total_pages}
-                    className="relative inline-flex items-center px-2 py-2 text-sm font-medium text-gray-500 bg-white border border-gray-300 rounded-md hover:bg-gray-50 disabled:opacity-50 disabled:cursor-not-allowed"
-                  >
-                    Last
-                  </button>
-                </div>
-              </div>
-            </div>
-          </div>
-        )}
-      </div>
+      </Card>
 
       {/* Raw Transaction Modal */}
       <RawTransactionModal

frontend/src/components/analytics/BalanceChart.tsx

@@ -0,0 +1,191 @@
+import {
+  AreaChart,
+  Area,
+  XAxis,
+  YAxis,
+  CartesianGrid,
+  Tooltip,
+  ResponsiveContainer,
+  Legend,
+} from "recharts";
+import type { Balance, Account } from "../../types/api";
+
+interface BalanceChartProps {
+  data: Balance[];
+  accounts: Account[];
+  className?: string;
+}
+
+interface ChartDataPoint {
+  date: string;
+  balance: number;
+  account_id: string;
+}
+
+interface AggregatedDataPoint {
+  date: string;
+  [key: string]: string | number;
+}
+
+interface TooltipProps {
+  active?: boolean;
+  payload?: Array<{
+    name: string;
+    value: number;
+    color: string;
+  }>;
+  label?: string;
+}
+
+export default function BalanceChart({
+  data,
+  accounts,
+  className,
+}: BalanceChartProps) {
+  // Create a lookup map for account info
+  const accountMap = accounts.reduce(
+    (map, account) => {
+      map[account.id] = account;
+      return map;
+    },
+    {} as Record<string, Account>,
+  );
+
+  // Helper function to get bank name from institution_id
+  const getBankName = (institutionId: string): string => {
+    const bankMapping: Record<string, string> = {
+      REVOLUT_REVOLT21: "Revolut",
+      NUBANK_NUPBBR25: "Nu Pagamentos",
+      BANCOBPI_BBPIPTPL: "Banco BPI",
+      // Add more mappings as needed
+    };
+    return bankMapping[institutionId] || institutionId.split("_")[0];
+  };
+
+  // Helper function to create display name for account
+  const getAccountDisplayName = (accountId: string): string => {
+    const account = accountMap[accountId];
+    if (account) {
+      const bankName = getBankName(account.institution_id);
+      const accountName = account.name || `Account ${accountId.split("-")[1]}`;
+      return `${bankName} - ${accountName}`;
+    }
+    return `Account ${accountId.split("-")[1]}`;
+  };
+  // Process balance data for the chart
+  const chartData = data
+    .filter((balance) => balance.balance_type === "closingBooked")
+    .map((balance) => ({
+      date: new Date(balance.reference_date).toLocaleDateString("en-GB"), // DD/MM/YYYY format
+      balance: balance.balance_amount,
+      account_id: balance.account_id,
+    }))
+    .sort(
+      (a, b) =>
+        new Date(a.date.split("/").reverse().join("/")).getTime() -
+        new Date(b.date.split("/").reverse().join("/")).getTime(),
+    );
+
+  // Group by account and aggregate
+  const accountBalances: { [key: string]: ChartDataPoint[] } = {};
+  chartData.forEach((item) => {
+    if (!accountBalances[item.account_id]) {
+      accountBalances[item.account_id] = [];
+    }
+    accountBalances[item.account_id].push(item);
+  });
+
+  // Create aggregated data points
+  const aggregatedData: { [key: string]: AggregatedDataPoint } = {};
+  Object.entries(accountBalances).forEach(([accountId, balances]) => {
+    balances.forEach((balance) => {
+      if (!aggregatedData[balance.date]) {
+        aggregatedData[balance.date] = { date: balance.date };
+      }
+      aggregatedData[balance.date][accountId] = balance.balance;
+    });
+  });
+
+  const finalData = Object.values(aggregatedData).sort(
+    (a, b) =>
+      new Date(a.date.split("/").reverse().join("/")).getTime() -
+      new Date(b.date.split("/").reverse().join("/")).getTime(),
+  );
+
+  const colors = ["#3B82F6", "#10B981", "#F59E0B", "#EF4444", "#8B5CF6"];
+
+  const CustomTooltip = ({ active, payload, label }: TooltipProps) => {
+    if (active && payload && payload.length) {
+      return (
+        <div className="bg-card p-3 border rounded shadow-lg">
+          <p className="font-medium text-foreground">Date: {label}</p>
+          {payload.map((entry, index) => (
+            <p key={index} style={{ color: entry.color }}>
+              {getAccountDisplayName(entry.name)}: €
+              {entry.value.toLocaleString()}
+            </p>
+          ))}
+        </div>
+      );
+    }
+    return null;
+  };
+
+  if (finalData.length === 0) {
+    return (
+      <div className={className}>
+        <h3 className="text-lg font-medium text-foreground mb-4">
+          Balance Progress
+        </h3>
+        <div className="h-80 flex items-center justify-center text-muted-foreground">
+          No balance data available
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <div className={className}>
+      <h3 className="text-lg font-medium text-foreground mb-4">
+        Balance Progress Over Time
+      </h3>
+      <div className="h-80">
+        <ResponsiveContainer width="100%" height="100%">
+          <AreaChart data={finalData}>
+            <CartesianGrid strokeDasharray="3 3" />
+            <XAxis
+              dataKey="date"
+              tick={{ fontSize: 12 }}
+              tickFormatter={(value) => {
+                // Convert DD/MM/YYYY back to a proper date for formatting
+                const [day, month, year] = value.split("/");
+                const date = new Date(year, month - 1, day);
+                return date.toLocaleDateString("en-GB", {
+                  month: "short",
+                  day: "numeric",
+                });
+              }}
+            />
+            <YAxis
+              tick={{ fontSize: 12 }}
+              tickFormatter={(value) => `€${value.toLocaleString()}`}
+            />
+            <Tooltip content={<CustomTooltip />} />
+            <Legend />
+            {Object.keys(accountBalances).map((accountId, index) => (
+              <Area
+                key={accountId}
+                type="monotone"
+                dataKey={accountId}
+                stackId="1"
+                fill={colors[index % colors.length]}
+                stroke={colors[index % colors.length]}
+                name={getAccountDisplayName(accountId)}
+              />
+            ))}
+          </AreaChart>
+        </ResponsiveContainer>
+      </div>
+    </div>
+  );
+}

frontend/src/components/analytics/MonthlyTrends.tsx

@@ -0,0 +1,142 @@
+import {
+  BarChart,
+  Bar,
+  XAxis,
+  YAxis,
+  CartesianGrid,
+  Tooltip,
+  ResponsiveContainer,
+} from "recharts";
+import { useQuery } from "@tanstack/react-query";
+import apiClient from "../../lib/api";
+
+interface MonthlyTrendsProps {
+  className?: string;
+  days?: number;
+}
+
+interface TooltipProps {
+  active?: boolean;
+  payload?: Array<{
+    name: string;
+    value: number;
+    color: string;
+  }>;
+  label?: string;
+}
+
+export default function MonthlyTrends({
+  className,
+  days = 365,
+}: MonthlyTrendsProps) {
+  // Get pre-calculated monthly stats from the new endpoint
+  const { data: monthlyData, isLoading } = useQuery({
+    queryKey: ["monthly-stats", days],
+    queryFn: async () => {
+      return await apiClient.getMonthlyTransactionStats(days);
+    },
+  });
+
+  // Calculate number of months to display based on days filter
+  const getMonthsToDisplay = (days: number): number => {
+    if (days <= 30) return 1;
+    if (days <= 180) return 6;
+    if (days <= 365) return 12;
+    return Math.ceil(days / 30);
+  };
+
+  const monthsToDisplay = getMonthsToDisplay(days);
+  const displayData = monthlyData ? monthlyData.slice(-monthsToDisplay) : [];
+
+  if (isLoading) {
+    return (
+      <div className={className}>
+        <h3 className="text-lg font-medium text-foreground mb-4">
+          Monthly Spending Trends
+        </h3>
+        <div className="h-80 flex items-center justify-center">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-primary"></div>
+        </div>
+      </div>
+    );
+  }
+
+  if (displayData.length === 0) {
+    return (
+      <div className={className}>
+        <h3 className="text-lg font-medium text-foreground mb-4">
+          Monthly Spending Trends
+        </h3>
+        <div className="h-80 flex items-center justify-center text-muted-foreground">
+          No transaction data available
+        </div>
+      </div>
+    );
+  }
+
+  const CustomTooltip = ({ active, payload, label }: TooltipProps) => {
+    if (active && payload && payload.length) {
+      return (
+        <div className="bg-card p-3 border rounded shadow-lg">
+          <p className="font-medium text-foreground">{label}</p>
+          {payload.map((entry, index) => (
+            <p key={index} style={{ color: entry.color }}>
+              {entry.name}: €{Math.abs(entry.value).toLocaleString()}
+            </p>
+          ))}
+        </div>
+      );
+    }
+    return null;
+  };
+
+  // Generate dynamic title based on time period
+  const getTitle = (days: number): string => {
+    if (days <= 30) return "Monthly Spending Trends (Last 30 Days)";
+    if (days <= 180) return "Monthly Spending Trends (Last 6 Months)";
+    if (days <= 365) return "Monthly Spending Trends (Last 12 Months)";
+    return `Monthly Spending Trends (Last ${Math.ceil(days / 30)} Months)`;
+  };
+
+  return (
+    <div className={className}>
+      <h3 className="text-lg font-medium text-foreground mb-4">
+        {getTitle(days)}
+      </h3>
+      <div className="h-80">
+        <ResponsiveContainer width="100%" height="100%">
+          <BarChart
+            data={displayData}
+            margin={{ top: 20, right: 30, left: 20, bottom: 5 }}
+          >
+            <CartesianGrid strokeDasharray="3 3" />
+            <XAxis
+              dataKey="month"
+              tick={{ fontSize: 12 }}
+              angle={-45}
+              textAnchor="end"
+              height={60}
+            />
+            <YAxis
+              tick={{ fontSize: 12 }}
+              tickFormatter={(value) => `€${value.toLocaleString()}`}
+            />
+            <Tooltip content={<CustomTooltip />} />
+            <Bar dataKey="income" fill="#10B981" name="Income" />
+            <Bar dataKey="expenses" fill="#EF4444" name="Expenses" />
+          </BarChart>
+        </ResponsiveContainer>
+      </div>
+      <div className="mt-4 flex justify-center space-x-6 text-sm text-foreground">
+        <div className="flex items-center">
+          <div className="w-3 h-3 bg-green-500 rounded mr-2" />
+          <span>Income</span>
+        </div>
+        <div className="flex items-center">
+          <div className="w-3 h-3 bg-red-500 rounded mr-2" />
+          <span>Expenses</span>
+        </div>
+      </div>
+    </div>
+  );
+}

frontend/src/components/analytics/StatCard.tsx

@@ -0,0 +1,66 @@
+import type { LucideIcon } from "lucide-react";
+import { Card, CardContent } from "../ui/card";
+import { cn } from "../../lib/utils";
+
+interface StatCardProps {
+  title: string;
+  value: string | number;
+  subtitle?: string;
+  icon: LucideIcon;
+  trend?: {
+    value: number;
+    isPositive: boolean;
+  };
+  className?: string;
+}
+
+export default function StatCard({
+  title,
+  value,
+  subtitle,
+  icon: Icon,
+  trend,
+  className,
+}: StatCardProps) {
+  return (
+    <Card className={cn(className)}>
+      <CardContent className="p-6">
+        <div className="flex items-center">
+          <div className="flex-shrink-0">
+            <Icon className="h-8 w-8 text-primary" />
+          </div>
+          <div className="ml-5 w-0 flex-1">
+            <dl>
+              <dt className="text-sm font-medium text-muted-foreground truncate">
+                {title}
+              </dt>
+              <dd className="flex items-baseline">
+                <div className="text-2xl font-semibold text-foreground">
+                  {value}
+                </div>
+                {trend && (
+                  <div
+                    className={cn(
+                      "ml-2 flex items-baseline text-sm font-semibold",
+                      trend.isPositive
+                        ? "text-green-600 dark:text-green-400"
+                        : "text-red-600 dark:text-red-400",
+                    )}
+                  >
+                    {trend.isPositive ? "+" : ""}
+                    {trend.value}%
+                  </div>
+                )}
+              </dd>
+              {subtitle && (
+                <dd className="text-sm text-muted-foreground mt-1">
+                  {subtitle}
+                </dd>
+              )}
+            </dl>
+          </div>
+        </div>
+      </CardContent>
+    </Card>
+  );
+}

frontend/src/components/analytics/TimePeriodFilter.tsx

@@ -0,0 +1,39 @@
+import { Calendar } from "lucide-react";
+import { Button } from "../ui/button";
+import type { TimePeriod } from "../../lib/timePeriods";
+import { TIME_PERIODS } from "../../lib/timePeriods";
+
+interface TimePeriodFilterProps {
+  selectedPeriod: TimePeriod;
+  onPeriodChange: (period: TimePeriod) => void;
+  className?: string;
+}
+
+export default function TimePeriodFilter({
+  selectedPeriod,
+  onPeriodChange,
+  className = "",
+}: TimePeriodFilterProps) {
+  return (
+    <div className={`flex items-center gap-4 ${className}`}>
+      <div className="flex items-center gap-2 text-foreground">
+        <Calendar size={20} />
+        <span className="font-medium">Time Period:</span>
+      </div>
+      <div className="flex gap-2">
+        {TIME_PERIODS.map((period) => (
+          <Button
+            key={period.value}
+            onClick={() => onPeriodChange(period)}
+            variant={
+              selectedPeriod.value === period.value ? "default" : "outline"
+            }
+            size="sm"
+          >
+            {period.label}
+          </Button>
+        ))}
+      </div>
+    </div>
+  );
+}

frontend/src/components/analytics/TransactionDistribution.tsx

@@ -0,0 +1,147 @@
+import {
+  PieChart,
+  Pie,
+  Cell,
+  ResponsiveContainer,
+  Tooltip,
+  Legend,
+} from "recharts";
+import type { Account } from "../../types/api";
+
+interface TransactionDistributionProps {
+  accounts: Account[];
+  className?: string;
+}
+
+interface PieDataPoint {
+  name: string;
+  value: number;
+  color: string;
+}
+
+interface TooltipProps {
+  active?: boolean;
+  payload?: Array<{
+    payload: PieDataPoint;
+  }>;
+}
+
+export default function TransactionDistribution({
+  accounts,
+  className,
+}: TransactionDistributionProps) {
+  // Helper function to get bank name from institution_id
+  const getBankName = (institutionId: string): string => {
+    const bankMapping: Record<string, string> = {
+      REVOLUT_REVOLT21: "Revolut",
+      NUBANK_NUPBBR25: "Nu Pagamentos",
+      BANCOBPI_BBPIPTPL: "Banco BPI",
+      // TODO: Add more bank mappings as needed
+    };
+    return bankMapping[institutionId] || institutionId.split("_")[0];
+  };
+
+  // Helper function to create display name for account
+  const getAccountDisplayName = (account: Account): string => {
+    const bankName = getBankName(account.institution_id);
+    const accountName = account.name || `Account ${account.id.split("-")[1]}`;
+    return `${bankName} - ${accountName}`;
+  };
+
+  // Create pie chart data from account balances
+  const pieData: PieDataPoint[] = accounts.map((account, index) => {
+    const primaryBalance = account.balances?.[0]?.amount || 0;
+
+    const colors = ["#3B82F6", "#10B981", "#F59E0B", "#EF4444", "#8B5CF6"];
+
+    return {
+      name: getAccountDisplayName(account),
+      value: primaryBalance,
+      color: colors[index % colors.length],
+    };
+  });
+
+  const totalBalance = pieData.reduce((sum, item) => sum + item.value, 0);
+
+  if (pieData.length === 0 || totalBalance === 0) {
+    return (
+      <div className={className}>
+        <h3 className="text-lg font-medium text-foreground mb-4">
+          Account Distribution
+        </h3>
+        <div className="h-80 flex items-center justify-center text-muted-foreground">
+          No account data available
+        </div>
+      </div>
+    );
+  }
+
+  const CustomTooltip = ({ active, payload }: TooltipProps) => {
+    if (active && payload && payload.length) {
+      const data = payload[0].payload;
+      const percentage = ((data.value / totalBalance) * 100).toFixed(1);
+      return (
+        <div className="bg-card p-3 border rounded shadow-lg">
+          <p className="font-medium text-foreground">{data.name}</p>
+          <p className="text-primary">
+            Balance: €{data.value.toLocaleString()}
+          </p>
+          <p className="text-muted-foreground">{percentage}% of total</p>
+        </div>
+      );
+    }
+    return null;
+  };
+
+  return (
+    <div className={className}>
+      <h3 className="text-lg font-medium text-foreground mb-4">
+        Account Balance Distribution
+      </h3>
+      <div className="h-80">
+        <ResponsiveContainer width="100%" height="100%">
+          <PieChart>
+            <Pie
+              data={pieData}
+              cx="50%"
+              cy="50%"
+              outerRadius={100}
+              innerRadius={40}
+              paddingAngle={2}
+              dataKey="value"
+            >
+              {pieData.map((entry, index) => (
+                <Cell key={`cell-${index}`} fill={entry.color} />
+              ))}
+            </Pie>
+            <Tooltip content={<CustomTooltip />} />
+            <Legend
+              formatter={(value, entry: { color?: string }) => (
+                <span style={{ color: entry.color }}>{value}</span>
+              )}
+            />
+          </PieChart>
+        </ResponsiveContainer>
+      </div>
+      <div className="mt-4 grid grid-cols-1 gap-2">
+        {pieData.map((item, index) => (
+          <div
+            key={index}
+            className="flex items-center justify-between text-sm"
+          >
+            <div className="flex items-center">
+              <div
+                className="w-3 h-3 rounded-full mr-2"
+                style={{ backgroundColor: item.color }}
+              />
+              <span className="text-foreground">{item.name}</span>
+            </div>
+            <span className="font-medium text-foreground">
+              €{item.value.toLocaleString()}
+            </span>
+          </div>
+        ))}
+      </div>
+    </div>
+  );
+}

frontend/src/components/filters/AccountCombobox.tsx

@@ -0,0 +1,124 @@
+import { useState } from "react";
+import { Check, ChevronDown, Building2 } from "lucide-react";
+
+import { cn } from "@/lib/utils";
+import { Button } from "@/components/ui/button";
+import {
+  Command,
+  CommandEmpty,
+  CommandGroup,
+  CommandInput,
+  CommandItem,
+  CommandList,
+} from "@/components/ui/command";
+import {
+  Popover,
+  PopoverContent,
+  PopoverTrigger,
+} from "@/components/ui/popover";
+import type { Account } from "../../types/api";
+
+export interface AccountComboboxProps {
+  accounts?: Account[];
+  selectedAccount: string;
+  onAccountChange: (accountId: string) => void;
+  className?: string;
+}
+
+export function AccountCombobox({
+  accounts = [],
+  selectedAccount,
+  onAccountChange,
+  className,
+}: AccountComboboxProps) {
+  const [open, setOpen] = useState(false);
+
+  const selectedAccountData = accounts.find(
+    (account) => account.id === selectedAccount,
+  );
+
+  const formatAccountName = (account: Account) => {
+    const displayName = account.display_name || account.name || "Unnamed Account";
+    return `${displayName} (${account.institution_id})`;
+  };
+
+  return (
+    <div className={className}>
+      <Popover open={open} onOpenChange={setOpen}>
+        <PopoverTrigger asChild>
+          <Button
+            variant="outline"
+            role="combobox"
+            aria-expanded={open}
+            className="justify-between"
+          >
+            <div className="flex items-center">
+              <Building2 className="mr-2 h-4 w-4" />
+              {selectedAccountData
+                ? formatAccountName(selectedAccountData)
+                : "All accounts"}
+            </div>
+            <ChevronDown className="ml-2 h-4 w-4 shrink-0 opacity-50" />
+          </Button>
+        </PopoverTrigger>
+        <PopoverContent className="w-[300px] p-0">
+          <Command>
+            <CommandInput placeholder="Search accounts..." className="h-9" />
+            <CommandList>
+              <CommandEmpty>No accounts found.</CommandEmpty>
+              <CommandGroup>
+                {/* All accounts option */}
+                <CommandItem
+                  value="all-accounts"
+                  onSelect={() => {
+                    onAccountChange("");
+                    setOpen(false);
+                  }}
+                >
+                  <Check
+                    className={cn(
+                      "mr-2 h-4 w-4",
+                      selectedAccount === "" ? "opacity-100" : "opacity-0",
+                    )}
+                  />
+                  <Building2 className="mr-2 h-4 w-4 text-gray-400" />
+                  All accounts
+                </CommandItem>
+
+                {/* Individual accounts */}
+                {accounts.map((account) => (
+                  <CommandItem
+                    key={account.id}
+                    value={`${account.display_name || account.name} ${account.institution_id}`}
+                    onSelect={() => {
+                      onAccountChange(account.id);
+                      setOpen(false);
+                    }}
+                  >
+                    <Check
+                      className={cn(
+                        "mr-2 h-4 w-4",
+                        selectedAccount === account.id
+                          ? "opacity-100"
+                          : "opacity-0",
+                      )}
+                    />
+                    <div className="flex flex-col">
+                      <span className="font-medium">
+                        {account.display_name || account.name || "Unnamed Account"}
+                      </span>
+                      <span className="text-xs text-gray-500">
+                        {account.institution_id}
+                        {account.iban && ` • ${account.iban.slice(-4)}`}
+                      </span>
+                    </div>
+                  </CommandItem>
+                ))}
+              </CommandGroup>
+            </CommandList>
+          </Command>
+        </PopoverContent>
+      </Popover>
+    </div>
+  );
+}

frontend/src/components/filters/ActiveFilterChips.tsx

@@ -0,0 +1,140 @@
+import { X } from "lucide-react";
+import { Badge } from "@/components/ui/badge";
+import { Button } from "@/components/ui/button";
+import { formatDate } from "@/lib/utils";
+import type { FilterState } from "./FilterBar";
+import type { Account } from "../../types/api";
+
+export interface ActiveFilterChipsProps {
+  filterState: FilterState;
+  onFilterChange: (key: keyof FilterState, value: string) => void;
+  accounts?: Account[];
+}
+
+export function ActiveFilterChips({
+  filterState,
+  onFilterChange,
+  accounts = [],
+}: ActiveFilterChipsProps) {
+  const chips: Array<{
+    key: keyof FilterState;
+    label: string;
+    value: string;
+  }> = [];
+
+  // Search term chip
+  if (filterState.searchTerm) {
+    chips.push({
+      key: "searchTerm",
+      label: `Search: "${filterState.searchTerm}"`,
+      value: filterState.searchTerm,
+    });
+  }
+
+  // Account chip
+  if (filterState.selectedAccount) {
+    const account = accounts.find(
+      (acc) => acc.id === filterState.selectedAccount,
+    );
+    const accountName = account
+      ? `${account.name || "Unnamed Account"} (${account.institution_id})`
+      : "Unknown Account";
+    chips.push({
+      key: "selectedAccount",
+      label: accountName,
+      value: filterState.selectedAccount,
+    });
+  }
+
+  // Date range chip
+  if (filterState.startDate || filterState.endDate) {
+    let dateLabel = "Date: ";
+    if (filterState.startDate && filterState.endDate) {
+      if (filterState.startDate === filterState.endDate) {
+        dateLabel += formatDate(filterState.startDate);
+      } else {
+        dateLabel += `${formatDate(filterState.startDate)} - ${formatDate(filterState.endDate)}`;
+      }
+    } else if (filterState.startDate) {
+      dateLabel += `From ${formatDate(filterState.startDate)}`;
+    } else if (filterState.endDate) {
+      dateLabel += `Until ${formatDate(filterState.endDate)}`;
+    }
+
+    chips.push({
+      key: "startDate", // We'll clear both start and end date when removing this chip
+      label: dateLabel,
+      value: `${filterState.startDate}-${filterState.endDate}`,
+    });
+  }
+
+  // Amount range chips
+  if (filterState.minAmount || filterState.maxAmount) {
+    let amountLabel = "Amount: ";
+    const minAmount = filterState.minAmount
+      ? parseFloat(filterState.minAmount)
+      : null;
+    const maxAmount = filterState.maxAmount
+      ? parseFloat(filterState.maxAmount)
+      : null;
+
+    if (minAmount && maxAmount) {
+      amountLabel += `€${minAmount} - €${maxAmount}`;
+    } else if (minAmount) {
+      amountLabel += `≥ €${minAmount}`;
+    } else if (maxAmount) {
+      amountLabel += `≤ €${maxAmount}`;
+    }
+
+    chips.push({
+      key: "minAmount", // We'll clear both min and max when removing this chip
+      label: amountLabel,
+      value: `${filterState.minAmount}-${filterState.maxAmount}`,
+    });
+  }
+
+  const handleRemoveChip = (key: keyof FilterState) => {
+    switch (key) {
+      case "startDate":
+        // Clear both start and end date
+        onFilterChange("startDate", "");
+        onFilterChange("endDate", "");
+        break;
+      case "minAmount":
+        // Clear both min and max amount
+        onFilterChange("minAmount", "");
+        onFilterChange("maxAmount", "");
+        break;
+      default:
+        onFilterChange(key, "");
+    }
+  };
+
+  if (chips.length === 0) {
+    return null;
+  }
+
+  return (
+    <div className="flex flex-wrap items-center gap-2">
+      <span className="text-sm text-gray-600 font-medium">Active filters:</span>
+      {chips.map((chip) => (
+        <Badge
+          key={`${chip.key}-${chip.value}`}
+          variant="secondary"
+          className="pl-3 pr-1 py-1 bg-blue-50 text-blue-700 border-blue-200 hover:bg-blue-100"
+        >
+          <span className="mr-1 text-xs">{chip.label}</span>
+          <Button
+            variant="ghost"
+            size="sm"
+            className="h-4 w-4 p-0 hover:bg-blue-200/50"
+            onClick={() => handleRemoveChip(chip.key)}
+          >
+            <X className="h-3 w-3" />
+            <span className="sr-only">Remove {chip.label} filter</span>
+          </Button>
+        </Badge>
+      ))}
+    </div>
+  );
+}

frontend/src/components/filters/AdvancedFiltersPopover.tsx

@@ -0,0 +1,127 @@
+import { useState } from "react";
+import { MoreHorizontal, Euro } from "lucide-react";
+import { Button } from "@/components/ui/button";
+import { Input } from "@/components/ui/input";
+import {
+  Popover,
+  PopoverContent,
+  PopoverTrigger,
+} from "@/components/ui/popover";
+
+export interface AdvancedFiltersPopoverProps {
+  minAmount: string;
+  maxAmount: string;
+  onMinAmountChange: (value: string) => void;
+  onMaxAmountChange: (value: string) => void;
+}
+
+export function AdvancedFiltersPopover({
+  minAmount,
+  maxAmount,
+  onMinAmountChange,
+  onMaxAmountChange,
+}: AdvancedFiltersPopoverProps) {
+  const [open, setOpen] = useState(false);
+
+  const hasAdvancedFilters = minAmount || maxAmount;
+
+  return (
+    <Popover open={open} onOpenChange={setOpen}>
+      <PopoverTrigger asChild>
+        <Button
+          variant={hasAdvancedFilters ? "default" : "outline"}
+          size="default"
+          className="relative"
+        >
+          <MoreHorizontal className="h-4 w-4 mr-2" />
+          More
+          {hasAdvancedFilters && (
+            <div className="absolute -top-1 -right-1 h-2 w-2 bg-blue-600 rounded-full" />
+          )}
+        </Button>
+      </PopoverTrigger>
+      <PopoverContent className="w-80" align="end">
+        <div className="space-y-4">
+          <div className="space-y-2">
+            <h4 className="font-medium leading-none">Advanced Filters</h4>
+            <p className="text-sm text-muted-foreground">
+              Additional filters for more precise results
+            </p>
+          </div>
+
+          <div className="space-y-4">
+            <div className="space-y-2">
+              <label className="text-sm font-medium leading-none peer-disabled:cursor-not-allowed peer-disabled:opacity-70">
+                Amount Range
+              </label>
+              <div className="grid grid-cols-2 gap-3">
+                <div className="space-y-1">
+                  <label className="text-xs text-muted-foreground">
+                    Minimum
+                  </label>
+                  <div className="relative">
+                    <Euro className="absolute left-2 top-1/2 transform -translate-y-1/2 h-4 w-4 text-gray-400" />
+                    <Input
+                      type="number"
+                      placeholder="0.00"
+                      value={minAmount}
+                      onChange={(e) => onMinAmountChange(e.target.value)}
+                      className="pl-8"
+                      step="0.01"
+                      min="0"
+                    />
+                  </div>
+                </div>
+                <div className="space-y-1">
+                  <label className="text-xs text-muted-foreground">
+                    Maximum
+                  </label>
+                  <div className="relative">
+                    <Euro className="absolute left-2 top-1/2 transform -translate-y-1/2 h-4 w-4 text-gray-400" />
+                    <Input
+                      type="number"
+                      placeholder="1000.00"
+                      value={maxAmount}
+                      onChange={(e) => onMaxAmountChange(e.target.value)}
+                      className="pl-8"
+                      step="0.01"
+                      min="0"
+                    />
+                  </div>
+                </div>
+              </div>
+              <p className="text-xs text-muted-foreground">
+                Leave empty for no limit
+              </p>
+            </div>
+
+            {/* Future: Add transaction status filter */}
+            <div className="pt-2 border-t">
+              <div className="text-xs text-muted-foreground">
+                More filters coming soon: transaction status, categories, and
+                more.
+              </div>
+            </div>
+
+            {/* Clear advanced filters */}
+            {hasAdvancedFilters && (
+              <div className="pt-2">
+                <Button
+                  variant="outline"
+                  size="sm"
+                  onClick={() => {
+                    onMinAmountChange("");
+                    onMaxAmountChange("");
+                  }}
+                  className="w-full"
+                >
+                  Clear Advanced Filters
+                </Button>
+              </div>
+            )}
+          </div>
+        </div>
+      </PopoverContent>
+    </Popover>
+  );
+}

frontend/src/components/filters/DateRangePicker.tsx

@@ -0,0 +1,213 @@
+import { useState } from "react";
+import { format } from "date-fns";
+import { Calendar as CalendarIcon, ChevronDown } from "lucide-react";
+import type { DateRange } from "react-day-picker";
+
+import { cn } from "@/lib/utils";
+import { Button } from "@/components/ui/button";
+import { Calendar } from "@/components/ui/calendar";
+import {
+  Popover,
+  PopoverContent,
+  PopoverTrigger,
+} from "@/components/ui/popover";
+
+export interface DateRangePickerProps {
+  startDate: string;
+  endDate: string;
+  onDateRangeChange: (startDate: string, endDate: string) => void;
+  className?: string;
+}
+
+interface DatePreset {
+  label: string;
+  getValue: () => { startDate: string; endDate: string };
+}
+
+const datePresets: DatePreset[] = [
+  {
+    label: "Last 7 days",
+    getValue: () => {
+      const endDate = new Date();
+      const startDate = new Date();
+      startDate.setDate(endDate.getDate() - 7);
+      return {
+        startDate: startDate.toISOString().split("T")[0],
+        endDate: endDate.toISOString().split("T")[0],
+      };
+    },
+  },
+  {
+    label: "This week",
+    getValue: () => {
+      const now = new Date();
+      const dayOfWeek = now.getDay();
+      const startOfWeek = new Date(now);
+      startOfWeek.setDate(
+        now.getDate() - dayOfWeek + (dayOfWeek === 0 ? -6 : 1),
+      ); // Monday as start
+
+      const endOfWeek = new Date(startOfWeek);
+      endOfWeek.setDate(startOfWeek.getDate() + 6);
+
+      return {
+        startDate: startOfWeek.toISOString().split("T")[0],
+        endDate: endOfWeek.toISOString().split("T")[0],
+      };
+    },
+  },
+  {
+    label: "Last 30 days",
+    getValue: () => {
+      const endDate = new Date();
+      const startDate = new Date();
+      startDate.setDate(endDate.getDate() - 30);
+      return {
+        startDate: startDate.toISOString().split("T")[0],
+        endDate: endDate.toISOString().split("T")[0],
+      };
+    },
+  },
+  {
+    label: "This month",
+    getValue: () => {
+      const now = new Date();
+      const startOfMonth = new Date(now.getFullYear(), now.getMonth(), 1);
+      const endOfMonth = new Date(now.getFullYear(), now.getMonth() + 1, 0);
+
+      return {
+        startDate: startOfMonth.toISOString().split("T")[0],
+        endDate: endOfMonth.toISOString().split("T")[0],
+      };
+    },
+  },
+  {
+    label: "This year",
+    getValue: () => {
+      const now = new Date();
+      const startOfYear = new Date(now.getFullYear(), 0, 1);
+      const endOfYear = new Date(now.getFullYear(), 11, 31);
+
+      return {
+        startDate: startOfYear.toISOString().split("T")[0],
+        endDate: endOfYear.toISOString().split("T")[0],
+      };
+    },
+  },
+];
+
+export function DateRangePicker({
+  startDate,
+  endDate,
+  onDateRangeChange,
+  className,
+}: DateRangePickerProps) {
+  const [open, setOpen] = useState(false);
+
+  // Convert string dates to Date objects for the calendar
+  const dateRange: DateRange | undefined =
+    startDate && endDate
+      ? {
+          from: new Date(startDate),
+          to: new Date(endDate),
+        }
+      : undefined;
+
+  const handleDateRangeSelect = (range: DateRange | undefined) => {
+    if (range?.from && range?.to) {
+      onDateRangeChange(
+        range.from.toISOString().split("T")[0],
+        range.to.toISOString().split("T")[0],
+      );
+    } else if (range?.from && !range?.to) {
+      onDateRangeChange(
+        range.from.toISOString().split("T")[0],
+        range.from.toISOString().split("T")[0],
+      );
+    }
+  };
+
+  const handlePresetClick = (preset: DatePreset) => {
+    const { startDate: presetStart, endDate: presetEnd } = preset.getValue();
+    onDateRangeChange(presetStart, presetEnd);
+    setOpen(false);
+  };
+
+  const formatDateRange = () => {
+    if (!startDate || !endDate) {
+      return "Select date range";
+    }
+
+    const start = new Date(startDate);
+    const end = new Date(endDate);
+
+    // Check if it matches a preset
+    const matchingPreset = datePresets.find((preset) => {
+      const { startDate: presetStart, endDate: presetEnd } = preset.getValue();
+      return presetStart === startDate && presetEnd === endDate;
+    });
+
+    if (matchingPreset) {
+      return matchingPreset.label;
+    }
+
+    // Format custom range
+    if (startDate === endDate) {
+      return format(start, "MMM d, yyyy");
+    }
+
+    return `${format(start, "MMM d")} - ${format(end, "MMM d, yyyy")}`;
+  };
+
+  return (
+    <div className={cn("grid gap-2", className)}>
+      <Popover open={open} onOpenChange={setOpen}>
+        <PopoverTrigger asChild>
+          <Button
+            variant="outline"
+            className={cn(
+              "justify-between text-left font-normal",
+              !dateRange && "text-muted-foreground",
+            )}
+          >
+            <div className="flex items-center">
+              <CalendarIcon className="mr-2 h-4 w-4" />
+              {formatDateRange()}
+            </div>
+            <ChevronDown className="h-4 w-4 opacity-50" />
+          </Button>
+        </PopoverTrigger>
+        <PopoverContent className="w-auto p-0" align="start">
+          <div className="flex">
+            {/* Presets */}
+            <div className="border-r p-3 space-y-1">
+              <div className="text-sm font-medium text-gray-700 mb-2">
+                Quick select
+              </div>
+              {datePresets.map((preset) => (
+                <Button
+                  key={preset.label}
+                  variant="ghost"
+                  size="sm"
+                  className="w-full justify-start text-sm"
+                  onClick={() => handlePresetClick(preset)}
+                >
+                  {preset.label}
+                </Button>
+              ))}
+            </div>
+            {/* Calendar */}
+            <Calendar
+              initialFocus
+              mode="range"
+              defaultMonth={dateRange?.from}
+              selected={dateRange}
+              onSelect={handleDateRangeSelect}
+              numberOfMonths={2}
+            />
+          </div>
+        </PopoverContent>
+      </Popover>
+    </div>
+  );
+}

frontend/src/components/filters/FilterBar.tsx

@@ -0,0 +1,140 @@
+import { Search, X } from "lucide-react";
+import { Button } from "@/components/ui/button";
+import { Input } from "@/components/ui/input";
+import { cn } from "@/lib/utils";
+import { DateRangePicker } from "./DateRangePicker";
+import { AccountCombobox } from "./AccountCombobox";
+import { ActiveFilterChips } from "./ActiveFilterChips";
+import { AdvancedFiltersPopover } from "./AdvancedFiltersPopover";
+import type { Account } from "../../types/api";
+
+export interface FilterState {
+  searchTerm: string;
+  selectedAccount: string;
+  startDate: string;
+  endDate: string;
+  minAmount: string;
+  maxAmount: string;
+}
+
+export interface FilterBarProps {
+  filterState: FilterState;
+  onFilterChange: (key: keyof FilterState, value: string) => void;
+  onClearFilters: () => void;
+  accounts?: Account[];
+  isSearchLoading?: boolean;
+  showRunningBalance: boolean;
+  onToggleRunningBalance: () => void;
+  className?: string;
+}
+
+export function FilterBar({
+  filterState,
+  onFilterChange,
+  onClearFilters,
+  accounts,
+  isSearchLoading = false,
+  showRunningBalance,
+  onToggleRunningBalance,
+  className,
+}: FilterBarProps) {
+  const hasActiveFilters =
+    filterState.searchTerm ||
+    filterState.selectedAccount ||
+    filterState.startDate ||
+    filterState.endDate ||
+    filterState.minAmount ||
+    filterState.maxAmount;
+
+  const handleDateRangeChange = (startDate: string, endDate: string) => {
+    onFilterChange("startDate", startDate);
+    onFilterChange("endDate", endDate);
+  };
+
+  return (
+    <div className={cn("bg-card rounded-lg shadow border", className)}>
+      {/* Main Filter Bar */}
+      <div className="px-6 py-4">
+        <div className="flex items-center justify-between mb-4">
+          <h3 className="text-lg font-semibold text-card-foreground">
+            Transactions
+          </h3>
+          <Button
+            onClick={onToggleRunningBalance}
+            variant={showRunningBalance ? "default" : "outline"}
+            size="sm"
+          >
+            Balance
+          </Button>
+        </div>
+
+        {/* Primary Filters Row */}
+        <div className="flex flex-wrap items-center gap-3 mb-4">
+          {/* Search Input */}
+          <div className="relative flex-1 min-w-[240px]">
+            <Search className="absolute left-3 top-1/2 transform -translate-y-1/2 h-4 w-4 text-muted-foreground" />
+            <Input
+              placeholder="Search transactions..."
+              value={filterState.searchTerm}
+              onChange={(e) => onFilterChange("searchTerm", e.target.value)}
+              className="pl-9 pr-8 bg-background"
+            />
+            {isSearchLoading && (
+              <div className="absolute right-3 top-1/2 transform -translate-y-1/2">
+                <div className="animate-spin h-4 w-4 border-2 border-border border-t-primary rounded-full"></div>
+              </div>
+            )}
+          </div>
+
+          {/* Account Selection */}
+          <AccountCombobox
+            accounts={accounts}
+            selectedAccount={filterState.selectedAccount}
+            onAccountChange={(accountId) =>
+              onFilterChange("selectedAccount", accountId)
+            }
+            className="w-[200px]"
+          />
+
+          {/* Date Range Picker */}
+          <DateRangePicker
+            startDate={filterState.startDate}
+            endDate={filterState.endDate}
+            onDateRangeChange={handleDateRangeChange}
+            className="w-[240px]"
+          />
+
+          {/* Advanced Filters Button */}
+          <AdvancedFiltersPopover
+            minAmount={filterState.minAmount}
+            maxAmount={filterState.maxAmount}
+            onMinAmountChange={(value) => onFilterChange("minAmount", value)}
+            onMaxAmountChange={(value) => onFilterChange("maxAmount", value)}
+          />
+
+          {/* Clear Filters Button */}
+          {hasActiveFilters && (
+            <Button
+              onClick={onClearFilters}
+              variant="outline"
+              size="sm"
+              className="text-muted-foreground"
+            >
+              <X className="h-4 w-4 mr-1" />
+              Clear All
+            </Button>
+          )}
+        </div>
+
+        {/* Active Filter Chips */}
+        {hasActiveFilters && (
+          <ActiveFilterChips
+            filterState={filterState}
+            onFilterChange={onFilterChange}
+            accounts={accounts}
+          />
+        )}
+      </div>
+    </div>
+  );
+}

frontend/src/components/filters/index.ts

@@ -0,0 +1,6 @@
+export { FilterBar } from "./FilterBar";
+export { DateRangePicker } from "./DateRangePicker";
+export { AccountCombobox } from "./AccountCombobox";
+export { ActiveFilterChips } from "./ActiveFilterChips";
+export { AdvancedFiltersPopover } from "./AdvancedFiltersPopover";
+export type { FilterState, FilterBarProps } from "./FilterBar";

frontend/src/components/ui/alert.tsx

@@ -0,0 +1,59 @@
+import * as React from "react";
+import { cva, type VariantProps } from "class-variance-authority";
+
+import { cn } from "@/lib/utils";
+
+const alertVariants = cva(
+  "relative w-full rounded-lg border p-4 [&>svg~*]:pl-7 [&>svg+div]:translate-y-[-3px] [&>svg]:absolute [&>svg]:left-4 [&>svg]:top-4 [&>svg]:text-foreground",
+  {
+    variants: {
+      variant: {
+        default: "bg-background text-foreground",
+        destructive:
+          "border-destructive/50 text-destructive dark:border-destructive [&>svg]:text-destructive",
+      },
+    },
+    defaultVariants: {
+      variant: "default",
+    },
+  },
+);
+
+const Alert = React.forwardRef<
+  HTMLDivElement,
+  React.HTMLAttributes<HTMLDivElement> & VariantProps<typeof alertVariants>
+>(({ className, variant, ...props }, ref) => (
+  <div
+    ref={ref}
+    role="alert"
+    className={cn(alertVariants({ variant }), className)}
+    {...props}
+  />
+));
+Alert.displayName = "Alert";
+
+const AlertTitle = React.forwardRef<
+  HTMLParagraphElement,
+  React.HTMLAttributes<HTMLHeadingElement>
+>(({ className, ...props }, ref) => (
+  <h5
+    ref={ref}
+    className={cn("mb-1 font-medium leading-none tracking-tight", className)}
+    {...props}
+  />
+));
+AlertTitle.displayName = "AlertTitle";
+
+const AlertDescription = React.forwardRef<
+  HTMLParagraphElement,
+  React.HTMLAttributes<HTMLParagraphElement>
+>(({ className, ...props }, ref) => (
+  <div
+    ref={ref}
+    className={cn("text-sm [&_p]:leading-relaxed", className)}
+    {...props}
+  />
+));
+AlertDescription.displayName = "AlertDescription";
+
+export { Alert, AlertTitle, AlertDescription };

frontend/src/components/ui/badge.tsx

@@ -0,0 +1,36 @@
+import * as React from "react";
+import { cva, type VariantProps } from "class-variance-authority";
+
+import { cn } from "@/lib/utils";
+
+const badgeVariants = cva(
+  "inline-flex items-center rounded-md border px-2.5 py-0.5 text-xs font-semibold transition-colors focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2",
+  {
+    variants: {
+      variant: {
+        default:
+          "border-transparent bg-primary text-primary-foreground shadow hover:bg-primary/80",
+        secondary:
+          "border-transparent bg-secondary text-secondary-foreground hover:bg-secondary/80",
+        destructive:
+          "border-transparent bg-destructive text-destructive-foreground shadow hover:bg-destructive/80",
+        outline: "text-foreground",
+      },
+    },
+    defaultVariants: {
+      variant: "default",
+    },
+  },
+);
+
+export interface BadgeProps
+  extends React.HTMLAttributes<HTMLDivElement>,
+    VariantProps<typeof badgeVariants> {}
+
+function Badge({ className, variant, ...props }: BadgeProps) {
+  return (
+    <div className={cn(badgeVariants({ variant }), className)} {...props} />
+  );
+}
+
+export { Badge, badgeVariants };

frontend/src/components/ui/button.tsx

@@ -0,0 +1,57 @@
+import * as React from "react";
+import { Slot } from "@radix-ui/react-slot";
+import { cva, type VariantProps } from "class-variance-authority";
+
+import { cn } from "@/lib/utils";
+
+const buttonVariants = cva(
+  "inline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50 [&_svg]:pointer-events-none [&_svg]:size-4 [&_svg]:shrink-0",
+  {
+    variants: {
+      variant: {
+        default:
+          "bg-primary text-primary-foreground shadow hover:bg-primary/90",
+        destructive:
+          "bg-destructive text-destructive-foreground shadow-sm hover:bg-destructive/90",
+        outline:
+          "border border-input bg-background shadow-sm hover:bg-accent hover:text-accent-foreground",
+        secondary:
+          "bg-secondary text-secondary-foreground shadow-sm hover:bg-secondary/80",
+        ghost: "hover:bg-accent hover:text-accent-foreground",
+        link: "text-primary underline-offset-4 hover:underline",
+      },
+      size: {
+        default: "h-9 px-4 py-2",
+        sm: "h-8 rounded-md px-3 text-xs",
+        lg: "h-10 rounded-md px-8",
+        icon: "h-9 w-9",
+      },
+    },
+    defaultVariants: {
+      variant: "default",
+      size: "default",
+    },
+  },
+);
+
+export interface ButtonProps
+  extends React.ButtonHTMLAttributes<HTMLButtonElement>,
+    VariantProps<typeof buttonVariants> {
+  asChild?: boolean;
+}
+
+const Button = React.forwardRef<HTMLButtonElement, ButtonProps>(
+  ({ className, variant, size, asChild = false, ...props }, ref) => {
+    const Comp = asChild ? Slot : "button";
+    return (
+      <Comp
+        className={cn(buttonVariants({ variant, size, className }))}
+        ref={ref}
+        {...props}
+      />
+    );
+  },
+);
+Button.displayName = "Button";
+
+export { Button, buttonVariants };

frontend/src/components/ui/calendar.tsx

@@ -0,0 +1,211 @@
+import * as React from "react";
+import {
+  ChevronDownIcon,
+  ChevronLeftIcon,
+  ChevronRightIcon,
+} from "lucide-react";
+import { DayButton, DayPicker, getDefaultClassNames } from "react-day-picker";
+
+import { cn } from "@/lib/utils";
+import { Button, buttonVariants } from "@/components/ui/button";
+
+function Calendar({
+  className,
+  classNames,
+  showOutsideDays = true,
+  captionLayout = "label",
+  buttonVariant = "ghost",
+  formatters,
+  components,
+  ...props
+}: React.ComponentProps<typeof DayPicker> & {
+  buttonVariant?: React.ComponentProps<typeof Button>["variant"];
+}) {
+  const defaultClassNames = getDefaultClassNames();
+
+  return (
+    <DayPicker
+      showOutsideDays={showOutsideDays}
+      className={cn(
+        "bg-background group/calendar p-3 [--cell-size:2rem] [[data-slot=card-content]_&]:bg-transparent [[data-slot=popover-content]_&]:bg-transparent",
+        String.raw`rtl:**:[.rdp-button\_next>svg]:rotate-180`,
+        String.raw`rtl:**:[.rdp-button\_previous>svg]:rotate-180`,
+        className,
+      )}
+      captionLayout={captionLayout}
+      formatters={{
+        formatMonthDropdown: (date) =>
+          date.toLocaleString("default", { month: "short" }),
+        ...formatters,
+      }}
+      classNames={{
+        root: cn("w-fit", defaultClassNames.root),
+        months: cn(
+          "relative flex flex-col gap-4 md:flex-row",
+          defaultClassNames.months,
+        ),
+        month: cn("flex w-full flex-col gap-4", defaultClassNames.month),
+        nav: cn(
+          "absolute inset-x-0 top-0 flex w-full items-center justify-between gap-1",
+          defaultClassNames.nav,
+        ),
+        button_previous: cn(
+          buttonVariants({ variant: buttonVariant }),
+          "h-[--cell-size] w-[--cell-size] select-none p-0 aria-disabled:opacity-50",
+          defaultClassNames.button_previous,
+        ),
+        button_next: cn(
+          buttonVariants({ variant: buttonVariant }),
+          "h-[--cell-size] w-[--cell-size] select-none p-0 aria-disabled:opacity-50",
+          defaultClassNames.button_next,
+        ),
+        month_caption: cn(
+          "flex h-[--cell-size] w-full items-center justify-center px-[--cell-size]",
+          defaultClassNames.month_caption,
+        ),
+        dropdowns: cn(
+          "flex h-[--cell-size] w-full items-center justify-center gap-1.5 text-sm font-medium",
+          defaultClassNames.dropdowns,
+        ),
+        dropdown_root: cn(
+          "has-focus:border-ring border-input shadow-xs has-focus:ring-ring/50 has-focus:ring-[3px] relative rounded-md border",
+          defaultClassNames.dropdown_root,
+        ),
+        dropdown: cn(
+          "bg-popover absolute inset-0 opacity-0",
+          defaultClassNames.dropdown,
+        ),
+        caption_label: cn(
+          "select-none font-medium",
+          captionLayout === "label"
+            ? "text-sm"
+            : "[&>svg]:text-muted-foreground flex h-8 items-center gap-1 rounded-md pl-2 pr-1 text-sm [&>svg]:size-3.5",
+          defaultClassNames.caption_label,
+        ),
+        table: "w-full border-collapse",
+        weekdays: cn("flex", defaultClassNames.weekdays),
+        weekday: cn(
+          "text-muted-foreground flex-1 select-none rounded-md text-[0.8rem] font-normal",
+          defaultClassNames.weekday,
+        ),
+        week: cn("mt-2 flex w-full", defaultClassNames.week),
+        week_number_header: cn(
+          "w-[--cell-size] select-none",
+          defaultClassNames.week_number_header,
+        ),
+        week_number: cn(
+          "text-muted-foreground select-none text-[0.8rem]",
+          defaultClassNames.week_number,
+        ),
+        day: cn(
+          "group/day relative aspect-square h-full w-full select-none p-0 text-center [&:first-child[data-selected=true]_button]:rounded-l-md [&:last-child[data-selected=true]_button]:rounded-r-md",
+          defaultClassNames.day,
+        ),
+        range_start: cn(
+          "bg-accent rounded-l-md",
+          defaultClassNames.range_start,
+        ),
+        range_middle: cn("rounded-none", defaultClassNames.range_middle),
+        range_end: cn("bg-accent rounded-r-md", defaultClassNames.range_end),
+        today: cn(
+          "bg-accent text-accent-foreground rounded-md data-[selected=true]:rounded-none",
+          defaultClassNames.today,
+        ),
+        outside: cn(
+          "text-muted-foreground aria-selected:text-muted-foreground",
+          defaultClassNames.outside,
+        ),
+        disabled: cn(
+          "text-muted-foreground opacity-50",
+          defaultClassNames.disabled,
+        ),
+        hidden: cn("invisible", defaultClassNames.hidden),
+        ...classNames,
+      }}
+      components={{
+        Root: ({ className, rootRef, ...props }) => {
+          return (
+            <div
+              data-slot="calendar"
+              ref={rootRef}
+              className={cn(className)}
+              {...props}
+            />
+          );
+        },
+        Chevron: ({ className, orientation, ...props }) => {
+          if (orientation === "left") {
+            return (
+              <ChevronLeftIcon className={cn("size-4", className)} {...props} />
+            );
+          }
+
+          if (orientation === "right") {
+            return (
+              <ChevronRightIcon
+                className={cn("size-4", className)}
+                {...props}
+              />
+            );
+          }
+
+          return (
+            <ChevronDownIcon className={cn("size-4", className)} {...props} />
+          );
+        },
+        DayButton: CalendarDayButton,
+        WeekNumber: ({ children, ...props }) => {
+          return (
+            <td {...props}>
+              <div className="flex size-[--cell-size] items-center justify-center text-center">
+                {children}
+              </div>
+            </td>
+          );
+        },
+        ...components,
+      }}
+      {...props}
+    />
+  );
+}
+
+function CalendarDayButton({
+  className,
+  day,
+  modifiers,
+  ...props
+}: React.ComponentProps<typeof DayButton>) {
+  const defaultClassNames = getDefaultClassNames();
+
+  const ref = React.useRef<HTMLButtonElement>(null);
+  React.useEffect(() => {
+    if (modifiers.focused) ref.current?.focus();
+  }, [modifiers.focused]);
+
+  return (
+    <Button
+      ref={ref}
+      variant="ghost"
+      size="icon"
+      data-day={day.date.toLocaleDateString()}
+      data-selected-single={
+        modifiers.selected &&
+        !modifiers.range_start &&
+        !modifiers.range_end &&
+        !modifiers.range_middle
+      }
+      data-range-start={modifiers.range_start}
+      data-range-end={modifiers.range_end}
+      data-range-middle={modifiers.range_middle}
+      className={cn(
+        "data-[selected-single=true]:bg-primary data-[selected-single=true]:text-primary-foreground data-[range-middle=true]:bg-accent data-[range-middle=true]:text-accent-foreground data-[range-start=true]:bg-primary data-[range-start=true]:text-primary-foreground data-[range-end=true]:bg-primary data-[range-end=true]:text-primary-foreground group-data-[focused=true]/day:border-ring group-data-[focused=true]/day:ring-ring/50 flex aspect-square h-auto w-full min-w-[--cell-size] flex-col gap-1 font-normal leading-none data-[range-end=true]:rounded-md data-[range-middle=true]:rounded-none data-[range-start=true]:rounded-md group-data-[focused=true]/day:relative group-data-[focused=true]/day:z-10 group-data-[focused=true]/day:ring-[3px] [&>span]:text-xs [&>span]:opacity-70",
+        defaultClassNames.day,
+        className,
+      )}
+      {...props}
+    />
+  );
+}
+
+export { Calendar, CalendarDayButton };

frontend/src/components/ui/card.tsx

@@ -0,0 +1,86 @@
+import * as React from "react";
+
+import { cn } from "@/lib/utils";
+
+const Card = React.forwardRef<
+  HTMLDivElement,
+  React.HTMLAttributes<HTMLDivElement>
+>(({ className, ...props }, ref) => (
+  <div
+    ref={ref}
+    className={cn(
+      "rounded-lg border bg-card text-card-foreground shadow-sm",
+      className,
+    )}
+    {...props}
+  />
+));
+Card.displayName = "Card";
+
+const CardHeader = React.forwardRef<
+  HTMLDivElement,
+  React.HTMLAttributes<HTMLDivElement>
+>(({ className, ...props }, ref) => (
+  <div
+    ref={ref}
+    className={cn("flex flex-col space-y-1.5 p-6", className)}
+    {...props}
+  />
+));
+CardHeader.displayName = "CardHeader";
+
+const CardTitle = React.forwardRef<
+  HTMLParagraphElement,
+  React.HTMLAttributes<HTMLHeadingElement>
+>(({ className, ...props }, ref) => (
+  <h3
+    ref={ref}
+    className={cn(
+      "text-2xl font-semibold leading-none tracking-tight",
+      className,
+    )}
+    {...props}
+  />
+));
+CardTitle.displayName = "CardTitle";
+
+const CardDescription = React.forwardRef<
+  HTMLParagraphElement,
+  React.HTMLAttributes<HTMLParagraphElement>
+>(({ className, ...props }, ref) => (
+  <p
+    ref={ref}
+    className={cn("text-sm text-muted-foreground", className)}
+    {...props}
+  />
+));
+CardDescription.displayName = "CardDescription";
+
+const CardContent = React.forwardRef<
+  HTMLDivElement,
+  React.HTMLAttributes<HTMLDivElement>
+>(({ className, ...props }, ref) => (
+  <div ref={ref} className={cn("p-6 pt-0", className)} {...props} />
+));
+CardContent.displayName = "CardContent";
+
+const CardFooter = React.forwardRef<
+  HTMLDivElement,
+  React.HTMLAttributes<HTMLDivElement>
+>(({ className, ...props }, ref) => (
+  <div
+    ref={ref}
+    className={cn("flex items-center p-6 pt-0", className)}
+    {...props}
+  />
+));
+CardFooter.displayName = "CardFooter";
+
+export {
+  Card,
+  CardHeader,
+  CardFooter,
+  CardTitle,
+  CardDescription,
+  CardContent,
+};

frontend/src/components/ui/command.tsx

@@ -0,0 +1,153 @@
+"use client";
+
+import * as React from "react";
+import { type DialogProps } from "@radix-ui/react-dialog";
+import { Command as CommandPrimitive } from "cmdk";
+import { Search } from "lucide-react";
+
+import { cn } from "@/lib/utils";
+import { Dialog, DialogContent } from "@/components/ui/dialog";
+
+const Command = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive
+    ref={ref}
+    className={cn(
+      "flex h-full w-full flex-col overflow-hidden rounded-md bg-popover text-popover-foreground",
+      className,
+    )}
+    {...props}
+  />
+));
+Command.displayName = CommandPrimitive.displayName;
+
+const CommandDialog = ({ children, ...props }: DialogProps) => {
+  return (
+    <Dialog {...props}>
+      <DialogContent className="overflow-hidden p-0">
+        <Command className="[&_[cmdk-group-heading]]:px-2 [&_[cmdk-group-heading]]:font-medium [&_[cmdk-group-heading]]:text-muted-foreground [&_[cmdk-group]:not([hidden])_~[cmdk-group]]:pt-0 [&_[cmdk-group]]:px-2 [&_[cmdk-input-wrapper]_svg]:h-5 [&_[cmdk-input-wrapper]_svg]:w-5 [&_[cmdk-input]]:h-12 [&_[cmdk-item]]:px-2 [&_[cmdk-item]]:py-3 [&_[cmdk-item]_svg]:h-5 [&_[cmdk-item]_svg]:w-5">
+          {children}
+        </Command>
+      </DialogContent>
+    </Dialog>
+  );
+};
+
+const CommandInput = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Input>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Input>
+>(({ className, ...props }, ref) => (
+  <div className="flex items-center border-b px-3" cmdk-input-wrapper="">
+    <Search className="mr-2 h-4 w-4 shrink-0 opacity-50" />
+    <CommandPrimitive.Input
+      ref={ref}
+      className={cn(
+        "flex h-10 w-full rounded-md bg-transparent py-3 text-sm outline-none placeholder:text-muted-foreground disabled:cursor-not-allowed disabled:opacity-50",
+        className,
+      )}
+      {...props}
+    />
+  </div>
+));
+
+CommandInput.displayName = CommandPrimitive.Input.displayName;
+
+const CommandList = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.List>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.List>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive.List
+    ref={ref}
+    className={cn("max-h-[300px] overflow-y-auto overflow-x-hidden", className)}
+    {...props}
+  />
+));
+
+CommandList.displayName = CommandPrimitive.List.displayName;
+
+const CommandEmpty = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Empty>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Empty>
+>((props, ref) => (
+  <CommandPrimitive.Empty
+    ref={ref}
+    className="py-6 text-center text-sm"
+    {...props}
+  />
+));
+
+CommandEmpty.displayName = CommandPrimitive.Empty.displayName;
+
+const CommandGroup = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Group>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Group>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive.Group
+    ref={ref}
+    className={cn(
+      "overflow-hidden p-1 text-foreground [&_[cmdk-group-heading]]:px-2 [&_[cmdk-group-heading]]:py-1.5 [&_[cmdk-group-heading]]:text-xs [&_[cmdk-group-heading]]:font-medium [&_[cmdk-group-heading]]:text-muted-foreground",
+      className,
+    )}
+    {...props}
+  />
+));
+
+CommandGroup.displayName = CommandPrimitive.Group.displayName;
+
+const CommandSeparator = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Separator>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Separator>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive.Separator
+    ref={ref}
+    className={cn("-mx-1 h-px bg-border", className)}
+    {...props}
+  />
+));
+CommandSeparator.displayName = CommandPrimitive.Separator.displayName;
+
+const CommandItem = React.forwardRef<
+  React.ElementRef<typeof CommandPrimitive.Item>,
+  React.ComponentPropsWithoutRef<typeof CommandPrimitive.Item>
+>(({ className, ...props }, ref) => (
+  <CommandPrimitive.Item
+    ref={ref}
+    className={cn(
+      "relative flex cursor-default gap-2 select-none items-center rounded-sm px-2 py-1.5 text-sm outline-none data-[disabled=true]:pointer-events-none data-[selected=true]:bg-accent data-[selected=true]:text-accent-foreground data-[disabled=true]:opacity-50 [&_svg]:pointer-events-none [&_svg]:size-4 [&_svg]:shrink-0",
+      className,
+    )}
+    {...props}
+  />
+));
+
+CommandItem.displayName = CommandPrimitive.Item.displayName;
+
+const CommandShortcut = ({
+  className,
+  ...props
+}: React.HTMLAttributes<HTMLSpanElement>) => {
+  return (
+    <span
+      className={cn(
+        "ml-auto text-xs tracking-widest text-muted-foreground",
+        className,
+      )}
+      {...props}
+    />
+  );
+};
+CommandShortcut.displayName = "CommandShortcut";
+
+export {
+  Command,
+  CommandDialog,
+  CommandInput,
+  CommandList,
+  CommandEmpty,
+  CommandGroup,
+  CommandItem,
+  CommandShortcut,
+  CommandSeparator,
+};

frontend/src/components/ui/data-table-pagination.tsx

@@ -0,0 +1,137 @@
+import {
+  ChevronLeft,
+  ChevronRight,
+  ChevronsLeft,
+  ChevronsRight,
+} from "lucide-react";
+
+import { Button } from "@/components/ui/button";
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "@/components/ui/select";
+
+interface DataTablePaginationProps {
+  currentPage: number;
+  totalPages: number;
+  pageSize: number;
+  total: number;
+  hasNext: boolean;
+  hasPrev: boolean;
+  onPageChange: (page: number) => void;
+  onPageSizeChange: (pageSize: number) => void;
+}
+
+export function DataTablePagination({
+  currentPage,
+  totalPages,
+  pageSize,
+  total,
+  hasNext,
+  hasPrev,
+  onPageChange,
+  onPageSizeChange,
+}: DataTablePaginationProps) {
+  return (
+    <div className="flex items-center justify-between px-2 py-4">
+      <div className="hidden sm:flex sm:flex-1 sm:items-center sm:justify-between">
+        <div className="flex items-center space-x-6 lg:space-x-8">
+          <div className="flex items-center space-x-2">
+            <p className="text-sm font-medium text-foreground">Rows per page</p>
+            <Select
+              value={`${pageSize}`}
+              onValueChange={(value) => {
+                onPageSizeChange(Number(value));
+                onPageChange(1); // Reset to first page when changing page size
+              }}
+            >
+              <SelectTrigger className="h-8 w-[70px]">
+                <SelectValue placeholder={pageSize} />
+              </SelectTrigger>
+              <SelectContent side="top">
+                {[10, 25, 50, 100].map((pageSize) => (
+                  <SelectItem key={pageSize} value={`${pageSize}`}>
+                    {pageSize}
+                  </SelectItem>
+                ))}
+              </SelectContent>
+            </Select>
+          </div>
+          <div className="flex w-[100px] items-center justify-center text-sm font-medium text-foreground">
+            Page {currentPage} of {totalPages}
+          </div>
+          <div className="flex items-center space-x-2">
+            <Button
+              variant="outline"
+              className="hidden h-8 w-8 p-0 lg:flex"
+              onClick={() => onPageChange(1)}
+              disabled={currentPage === 1}
+            >
+              <span className="sr-only">Go to first page</span>
+              <ChevronsLeft className="h-4 w-4" />
+            </Button>
+            <Button
+              variant="outline"
+              className="h-8 w-8 p-0"
+              onClick={() => onPageChange(currentPage - 1)}
+              disabled={!hasPrev}
+            >
+              <span className="sr-only">Go to previous page</span>
+              <ChevronLeft className="h-4 w-4" />
+            </Button>
+            <Button
+              variant="outline"
+              className="h-8 w-8 p-0"
+              onClick={() => onPageChange(currentPage + 1)}
+              disabled={!hasNext}
+            >
+              <span className="sr-only">Go to next page</span>
+              <ChevronRight className="h-4 w-4" />
+            </Button>
+            <Button
+              variant="outline"
+              className="hidden h-8 w-8 p-0 lg:flex"
+              onClick={() => onPageChange(totalPages)}
+              disabled={currentPage === totalPages}
+            >
+              <span className="sr-only">Go to last page</span>
+              <ChevronsRight className="h-4 w-4" />
+            </Button>
+          </div>
+        </div>
+        <div className="text-sm text-muted-foreground">
+          Showing {(currentPage - 1) * pageSize + 1} to{" "}
+          {Math.min(currentPage * pageSize, total)} of {total} entries
+        </div>
+      </div>
+
+      {/* Mobile view */}
+      <div className="flex w-full items-center justify-between space-x-4 sm:hidden">
+        <div className="text-sm text-muted-foreground">
+          Page {currentPage} of {totalPages}
+        </div>
+        <div className="flex items-center space-x-2">
+          <Button
+            variant="outline"
+            size="sm"
+            onClick={() => onPageChange(currentPage - 1)}
+            disabled={!hasPrev}
+          >
+            Previous
+          </Button>
+          <Button
+            variant="outline"
+            size="sm"
+            onClick={() => onPageChange(currentPage + 1)}
+            disabled={!hasNext}
+          >
+            Next
+          </Button>
+        </div>
+      </div>
+    </div>
+  );
+}

frontend/src/components/ui/dialog.tsx

@@ -0,0 +1,120 @@
+import * as React from "react";
+import * as DialogPrimitive from "@radix-ui/react-dialog";
+import { X } from "lucide-react";
+
+import { cn } from "@/lib/utils";
+
+const Dialog = DialogPrimitive.Root;
+
+const DialogTrigger = DialogPrimitive.Trigger;
+
+const DialogPortal = DialogPrimitive.Portal;
+
+const DialogClose = DialogPrimitive.Close;
+
+const DialogOverlay = React.forwardRef<
+  React.ElementRef<typeof DialogPrimitive.Overlay>,
+  React.ComponentPropsWithoutRef<typeof DialogPrimitive.Overlay>
+>(({ className, ...props }, ref) => (
+  <DialogPrimitive.Overlay
+    ref={ref}
+    className={cn(
+      "fixed inset-0 z-50 bg-black/80  data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0",
+      className,
+    )}
+    {...props}
+  />
+));
+DialogOverlay.displayName = DialogPrimitive.Overlay.displayName;
+
+const DialogContent = React.forwardRef<
+  React.ElementRef<typeof DialogPrimitive.Content>,
+  React.ComponentPropsWithoutRef<typeof DialogPrimitive.Content>
+>(({ className, children, ...props }, ref) => (
+  <DialogPortal>
+    <DialogOverlay />
+    <DialogPrimitive.Content
+      ref={ref}
+      className={cn(
+        "fixed left-[50%] top-[50%] z-50 grid w-full max-w-lg translate-x-[-50%] translate-y-[-50%] gap-4 border bg-background p-6 shadow-lg duration-200 data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[state=closed]:slide-out-to-left-1/2 data-[state=closed]:slide-out-to-top-[48%] data-[state=open]:slide-in-from-left-1/2 data-[state=open]:slide-in-from-top-[48%] sm:rounded-lg",
+        className,
+      )}
+      {...props}
+    >
+      {children}
+      <DialogPrimitive.Close className="absolute right-4 top-4 rounded-sm opacity-70 ring-offset-background transition-opacity hover:opacity-100 focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 disabled:pointer-events-none data-[state=open]:bg-accent data-[state=open]:text-muted-foreground">
+        <X className="h-4 w-4" />
+        <span className="sr-only">Close</span>
+      </DialogPrimitive.Close>
+    </DialogPrimitive.Content>
+  </DialogPortal>
+));
+DialogContent.displayName = DialogPrimitive.Content.displayName;
+
+const DialogHeader = ({
+  className,
+  ...props
+}: React.HTMLAttributes<HTMLDivElement>) => (
+  <div
+    className={cn(
+      "flex flex-col space-y-1.5 text-center sm:text-left",
+      className,
+    )}
+    {...props}
+  />
+);
+DialogHeader.displayName = "DialogHeader";
+
+const DialogFooter = ({
+  className,
+  ...props
+}: React.HTMLAttributes<HTMLDivElement>) => (
+  <div
+    className={cn(
+      "flex flex-col-reverse sm:flex-row sm:justify-end sm:space-x-2",
+      className,
+    )}
+    {...props}
+  />
+);
+DialogFooter.displayName = "DialogFooter";
+
+const DialogTitle = React.forwardRef<
+  React.ElementRef<typeof DialogPrimitive.Title>,
+  React.ComponentPropsWithoutRef<typeof DialogPrimitive.Title>
+>(({ className, ...props }, ref) => (
+  <DialogPrimitive.Title
+    ref={ref}
+    className={cn(
+      "text-lg font-semibold leading-none tracking-tight",
+      className,
+    )}
+    {...props}
+  />
+));
+DialogTitle.displayName = DialogPrimitive.Title.displayName;
+
+const DialogDescription = React.forwardRef<
+  React.ElementRef<typeof DialogPrimitive.Description>,
+  React.ComponentPropsWithoutRef<typeof DialogPrimitive.Description>
+>(({ className, ...props }, ref) => (
+  <DialogPrimitive.Description
+    ref={ref}
+    className={cn("text-sm text-muted-foreground", className)}
+    {...props}
+  />
+));
+DialogDescription.displayName = DialogPrimitive.Description.displayName;
+
+export {
+  Dialog,
+  DialogPortal,
+  DialogOverlay,
+  DialogTrigger,
+  DialogClose,
+  DialogContent,
+  DialogHeader,
+  DialogFooter,
+  DialogTitle,
+  DialogDescription,
+};

frontend/src/components/ui/input.tsx

@@ -0,0 +1,22 @@
+import * as React from "react";
+
+import { cn } from "@/lib/utils";
+
+const Input = React.forwardRef<HTMLInputElement, React.ComponentProps<"input">>(
+  ({ className, type, ...props }, ref) => {
+    return (
+      <input
+        type={type}
+        className={cn(
+          "flex h-9 w-full rounded-md border border-input bg-transparent px-3 py-1 text-base shadow-sm transition-colors file:border-0 file:bg-transparent file:text-sm file:font-medium file:text-foreground placeholder:text-muted-foreground focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:cursor-not-allowed disabled:opacity-50 md:text-sm",
+          className,
+        )}
+        ref={ref}
+        {...props}
+      />
+    );
+  },
+);
+Input.displayName = "Input";
+
+export { Input };

frontend/src/components/ui/label.tsx

@@ -0,0 +1,19 @@
+import * as React from "react";
+import { cn } from "@/lib/utils";
+
+const Label = React.forwardRef<
+  HTMLLabelElement,
+  React.LabelHTMLAttributes<HTMLLabelElement>
+>(({ className, ...props }, ref) => (
+  <label
+    ref={ref}
+    className={cn(
+      "text-sm font-medium leading-none peer-disabled:cursor-not-allowed peer-disabled:opacity-70",
+      className,
+    )}
+    {...props}
+  />
+));
+Label.displayName = "Label";
+
+export { Label };

frontend/src/components/ui/pagination.tsx

@@ -0,0 +1,118 @@
+import * as React from "react";
+import { ChevronLeft, ChevronRight, MoreHorizontal } from "lucide-react";
+
+import { cn } from "@/lib/utils";
+import { buttonVariants } from "@/components/ui/button";
+import type { ButtonProps } from "@/components/ui/button";
+
+const Pagination = ({ className, ...props }: React.ComponentProps<"nav">) => (
+  <nav
+    role="navigation"
+    aria-label="pagination"
+    className={cn("mx-auto flex w-full justify-center", className)}
+    {...props}
+  />
+);
+Pagination.displayName = "Pagination";
+
+const PaginationContent = React.forwardRef<
+  HTMLUListElement,
+  React.ComponentProps<"ul">
+>(({ className, ...props }, ref) => (
+  <ul
+    ref={ref}
+    className={cn("flex flex-row items-center gap-1", className)}
+    {...props}
+  />
+));
+PaginationContent.displayName = "PaginationContent";
+
+const PaginationItem = React.forwardRef<
+  HTMLLIElement,
+  React.ComponentProps<"li">
+>(({ className, ...props }, ref) => (
+  <li ref={ref} className={cn("", className)} {...props} />
+));
+PaginationItem.displayName = "PaginationItem";
+
+type PaginationLinkProps = {
+  isActive?: boolean;
+} & Pick<ButtonProps, "size"> &
+  React.ComponentProps<"a">;
+
+const PaginationLink = ({
+  className,
+  isActive,
+  size = "icon",
+  ...props
+}: PaginationLinkProps) => (
+  <a
+    aria-current={isActive ? "page" : undefined}
+    className={cn(
+      buttonVariants({
+        variant: isActive ? "outline" : "ghost",
+        size,
+      }),
+      className,
+    )}
+    {...props}
+  />
+);
+PaginationLink.displayName = "PaginationLink";
+
+const PaginationPrevious = ({
+  className,
+  ...props
+}: React.ComponentProps<typeof PaginationLink>) => (
+  <PaginationLink
+    aria-label="Go to previous page"
+    size="default"
+    className={cn("gap-1 pl-2.5", className)}
+    {...props}
+  >
+    <ChevronLeft className="h-4 w-4" />
+    <span>Previous</span>
+  </PaginationLink>
+);
+PaginationPrevious.displayName = "PaginationPrevious";
+
+const PaginationNext = ({
+  className,
+  ...props
+}: React.ComponentProps<typeof PaginationLink>) => (
+  <PaginationLink
+    aria-label="Go to next page"
+    size="default"
+    className={cn("gap-1 pr-2.5", className)}
+    {...props}
+  >
+    <span>Next</span>
+    <ChevronRight className="h-4 w-4" />
+  </PaginationLink>
+);
+PaginationNext.displayName = "PaginationNext";
+
+const PaginationEllipsis = ({
+  className,
+  ...props
+}: React.ComponentProps<"span">) => (
+  <span
+    aria-hidden
+    className={cn("flex h-9 w-9 items-center justify-center", className)}
+    {...props}
+  >
+    <MoreHorizontal className="h-4 w-4" />
+    <span className="sr-only">More pages</span>
+  </span>
+);
+PaginationEllipsis.displayName = "PaginationEllipsis";
+
+export {
+  Pagination,
+  PaginationContent,
+  PaginationEllipsis,
+  PaginationItem,
+  PaginationLink,
+  PaginationNext,
+  PaginationPrevious,
+};

frontend/src/components/ui/popover.tsx

@@ -0,0 +1,31 @@
+import * as React from "react";
+import * as PopoverPrimitive from "@radix-ui/react-popover";
+
+import { cn } from "@/lib/utils";
+
+const Popover = PopoverPrimitive.Root;
+
+const PopoverTrigger = PopoverPrimitive.Trigger;
+
+const PopoverAnchor = PopoverPrimitive.Anchor;
+
+const PopoverContent = React.forwardRef<
+  React.ElementRef<typeof PopoverPrimitive.Content>,
+  React.ComponentPropsWithoutRef<typeof PopoverPrimitive.Content>
+>(({ className, align = "center", sideOffset = 4, ...props }, ref) => (
+  <PopoverPrimitive.Portal>
+    <PopoverPrimitive.Content
+      ref={ref}
+      align={align}
+      sideOffset={sideOffset}
+      className={cn(
+        "z-50 w-72 rounded-md border bg-popover p-4 text-popover-foreground shadow-md outline-none data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[side=bottom]:slide-in-from-top-2 data-[side=left]:slide-in-from-right-2 data-[side=right]:slide-in-from-left-2 data-[side=top]:slide-in-from-bottom-2 origin-[--radix-popover-content-transform-origin]",
+        className,
+      )}
+      {...props}
+    />
+  </PopoverPrimitive.Portal>
+));
+PopoverContent.displayName = PopoverPrimitive.Content.displayName;
+
+export { Popover, PopoverTrigger, PopoverContent, PopoverAnchor };

frontend/src/components/ui/select.tsx

@@ -0,0 +1,157 @@
+import * as React from "react";
+import * as SelectPrimitive from "@radix-ui/react-select";
+import { Check, ChevronDown, ChevronUp } from "lucide-react";
+
+import { cn } from "@/lib/utils";
+
+const Select = SelectPrimitive.Root;
+
+const SelectGroup = SelectPrimitive.Group;
+
+const SelectValue = SelectPrimitive.Value;
+
+const SelectTrigger = React.forwardRef<
+  React.ElementRef<typeof SelectPrimitive.Trigger>,
+  React.ComponentPropsWithoutRef<typeof SelectPrimitive.Trigger>
+>(({ className, children, ...props }, ref) => (
+  <SelectPrimitive.Trigger
+    ref={ref}
+    className={cn(
+      "flex h-9 w-full items-center justify-between whitespace-nowrap rounded-md border border-input bg-transparent px-3 py-2 text-sm shadow-sm ring-offset-background data-[placeholder]:text-muted-foreground focus:outline-none focus:ring-1 focus:ring-ring disabled:cursor-not-allowed disabled:opacity-50 [&>span]:line-clamp-1",
+      className,
+    )}
+    {...props}
+  >
+    {children}
+    <SelectPrimitive.Icon asChild>
+      <ChevronDown className="h-4 w-4 opacity-50" />
+    </SelectPrimitive.Icon>
+  </SelectPrimitive.Trigger>
+));
+SelectTrigger.displayName = SelectPrimitive.Trigger.displayName;
+
+const SelectScrollUpButton = React.forwardRef<
+  React.ElementRef<typeof SelectPrimitive.ScrollUpButton>,
+  React.ComponentPropsWithoutRef<typeof SelectPrimitive.ScrollUpButton>
+>(({ className, ...props }, ref) => (
+  <SelectPrimitive.ScrollUpButton
+    ref={ref}
+    className={cn(
+      "flex cursor-default items-center justify-center py-1",
+      className,
+    )}
+    {...props}
+  >
+    <ChevronUp className="h-4 w-4" />
+  </SelectPrimitive.ScrollUpButton>
+));
+SelectScrollUpButton.displayName = SelectPrimitive.ScrollUpButton.displayName;
+
+const SelectScrollDownButton = React.forwardRef<
+  React.ElementRef<typeof SelectPrimitive.ScrollDownButton>,
+  React.ComponentPropsWithoutRef<typeof SelectPrimitive.ScrollDownButton>
+>(({ className, ...props }, ref) => (
+  <SelectPrimitive.ScrollDownButton
+    ref={ref}
+    className={cn(
+      "flex cursor-default items-center justify-center py-1",
+      className,
+    )}
+    {...props}
+  >
+    <ChevronDown className="h-4 w-4" />
+  </SelectPrimitive.ScrollDownButton>
+));
+SelectScrollDownButton.displayName =
+  SelectPrimitive.ScrollDownButton.displayName;
+
+const SelectContent = React.forwardRef<
+  React.ElementRef<typeof SelectPrimitive.Content>,
+  React.ComponentPropsWithoutRef<typeof SelectPrimitive.Content>
+>(({ className, children, position = "popper", ...props }, ref) => (
+  <SelectPrimitive.Portal>
+    <SelectPrimitive.Content
+      ref={ref}
+      className={cn(
+        "relative z-50 max-h-[--radix-select-content-available-height] min-w-[8rem] overflow-y-auto overflow-x-hidden rounded-md border bg-popover text-popover-foreground shadow-md data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[side=bottom]:slide-in-from-top-2 data-[side=left]:slide-in-from-right-2 data-[side=right]:slide-in-from-left-2 data-[side=top]:slide-in-from-bottom-2 origin-[--radix-select-content-transform-origin]",
+        position === "popper" &&
+          "data-[side=bottom]:translate-y-1 data-[side=left]:-translate-x-1 data-[side=right]:translate-x-1 data-[side=top]:-translate-y-1",
+        className,
+      )}
+      position={position}
+      {...props}
+    >
+      <SelectScrollUpButton />
+      <SelectPrimitive.Viewport
+        className={cn(
+          "p-1",
+          position === "popper" &&
+            "h-[var(--radix-select-trigger-height)] w-full min-w-[var(--radix-select-trigger-width)]",
+        )}
+      >
+        {children}
+      </SelectPrimitive.Viewport>
+      <SelectScrollDownButton />
+    </SelectPrimitive.Content>
+  </SelectPrimitive.Portal>
+));
+SelectContent.displayName = SelectPrimitive.Content.displayName;
+
+const SelectLabel = React.forwardRef<
+  React.ElementRef<typeof SelectPrimitive.Label>,
+  React.ComponentPropsWithoutRef<typeof SelectPrimitive.Label>
+>(({ className, ...props }, ref) => (
+  <SelectPrimitive.Label
+    ref={ref}
+    className={cn("px-2 py-1.5 text-sm font-semibold", className)}
+    {...props}
+  />
+));
+SelectLabel.displayName = SelectPrimitive.Label.displayName;
+
+const SelectItem = React.forwardRef<
+  React.ElementRef<typeof SelectPrimitive.Item>,
+  React.ComponentPropsWithoutRef<typeof SelectPrimitive.Item>
+>(({ className, children, ...props }, ref) => (
+  <SelectPrimitive.Item
+    ref={ref}
+    className={cn(
+      "relative flex w-full cursor-default select-none items-center rounded-sm py-1.5 pl-2 pr-8 text-sm outline-none focus:bg-accent focus:text-accent-foreground data-[disabled]:pointer-events-none data-[disabled]:opacity-50",
+      className,
+    )}
+    {...props}
+  >
+    <span className="absolute right-2 flex h-3.5 w-3.5 items-center justify-center">
+      <SelectPrimitive.ItemIndicator>
+        <Check className="h-4 w-4" />
+      </SelectPrimitive.ItemIndicator>
+    </span>
+    <SelectPrimitive.ItemText>{children}</SelectPrimitive.ItemText>
+  </SelectPrimitive.Item>
+));
+SelectItem.displayName = SelectPrimitive.Item.displayName;
+
+const SelectSeparator = React.forwardRef<
+  React.ElementRef<typeof SelectPrimitive.Separator>,
+  React.ComponentPropsWithoutRef<typeof SelectPrimitive.Separator>
+>(({ className, ...props }, ref) => (
+  <SelectPrimitive.Separator
+    ref={ref}
+    className={cn("-mx-1 my-1 h-px bg-muted", className)}
+    {...props}
+  />
+));
+SelectSeparator.displayName = SelectPrimitive.Separator.displayName;
+
+export {
+  Select,
+  SelectGroup,
+  SelectValue,
+  SelectTrigger,
+  SelectContent,
+  SelectLabel,
+  SelectItem,
+  SelectSeparator,
+  SelectScrollUpButton,
+  SelectScrollDownButton,
+};

frontend/src/components/ui/table.tsx

@@ -0,0 +1,117 @@
+import * as React from "react";
+
+import { cn } from "@/lib/utils";
+
+const Table = React.forwardRef<
+  HTMLTableElement,
+  React.HTMLAttributes<HTMLTableElement>
+>(({ className, ...props }, ref) => (
+  <div className="relative w-full overflow-auto">
+    <table
+      ref={ref}
+      className={cn("w-full caption-bottom text-sm", className)}
+      {...props}
+    />
+  </div>
+));
+Table.displayName = "Table";
+
+const TableHeader = React.forwardRef<
+  HTMLTableSectionElement,
+  React.HTMLAttributes<HTMLTableSectionElement>
+>(({ className, ...props }, ref) => (
+  <thead ref={ref} className={cn("[&_tr]:border-b", className)} {...props} />
+));
+TableHeader.displayName = "TableHeader";
+
+const TableBody = React.forwardRef<
+  HTMLTableSectionElement,
+  React.HTMLAttributes<HTMLTableSectionElement>
+>(({ className, ...props }, ref) => (
+  <tbody
+    ref={ref}
+    className={cn("[&_tr:last-child]:border-0", className)}
+    {...props}
+  />
+));
+TableBody.displayName = "TableBody";
+
+const TableFooter = React.forwardRef<
+  HTMLTableSectionElement,
+  React.HTMLAttributes<HTMLTableSectionElement>
+>(({ className, ...props }, ref) => (
+  <tfoot
+    ref={ref}
+    className={cn(
+      "border-t bg-muted/50 font-medium [&>tr]:last:border-b-0",
+      className,
+    )}
+    {...props}
+  />
+));
+TableFooter.displayName = "TableFooter";
+
+const TableRow = React.forwardRef<
+  HTMLTableRowElement,
+  React.HTMLAttributes<HTMLTableRowElement>
+>(({ className, ...props }, ref) => (
+  <tr
+    ref={ref}
+    className={cn(
+      "border-b transition-colors hover:bg-muted/50 data-[state=selected]:bg-muted",
+      className,
+    )}
+    {...props}
+  />
+));
+TableRow.displayName = "TableRow";
+
+const TableHead = React.forwardRef<
+  HTMLTableCellElement,
+  React.ThHTMLAttributes<HTMLTableCellElement>
+>(({ className, ...props }, ref) => (
+  <th
+    ref={ref}
+    className={cn(
+      "h-12 px-4 text-left align-middle font-medium text-muted-foreground [&:has([role=checkbox])]:pr-0",
+      className,
+    )}
+    {...props}
+  />
+));
+TableHead.displayName = "TableHead";
+
+const TableCell = React.forwardRef<
+  HTMLTableCellElement,
+  React.TdHTMLAttributes<HTMLTableCellElement>
+>(({ className, ...props }, ref) => (
+  <td
+    ref={ref}
+    className={cn("p-4 align-middle [&:has([role=checkbox])]:pr-0", className)}
+    {...props}
+  />
+));
+TableCell.displayName = "TableCell";
+
+const TableCaption = React.forwardRef<
+  HTMLTableCaptionElement,
+  React.HTMLAttributes<HTMLTableCaptionElement>
+>(({ className, ...props }, ref) => (
+  <caption
+    ref={ref}
+    className={cn("mt-4 text-sm text-muted-foreground", className)}
+    {...props}
+  />
+));
+TableCaption.displayName = "TableCaption";
+
+export {
+  Table,
+  TableHeader,
+  TableBody,
+  TableFooter,
+  TableHead,
+  TableRow,
+  TableCell,
+  TableCaption,
+};

frontend/src/components/ui/theme-toggle.tsx

@@ -0,0 +1,52 @@
+import { Monitor, Moon, Sun } from "lucide-react";
+import { Button } from "./button";
+import { useTheme } from "../../contexts/ThemeContext";
+
+export function ThemeToggle() {
+  const { theme, setTheme } = useTheme();
+
+  const cycleTheme = () => {
+    if (theme === "light") {
+      setTheme("dark");
+    } else if (theme === "dark") {
+      setTheme("system");
+    } else {
+      setTheme("light");
+    }
+  };
+
+  const getIcon = () => {
+    switch (theme) {
+      case "light":
+        return <Sun className="h-4 w-4" />;
+      case "dark":
+        return <Moon className="h-4 w-4" />;
+      case "system":
+        return <Monitor className="h-4 w-4" />;
+    }
+  };
+
+  const getLabel = () => {
+    switch (theme) {
+      case "light":
+        return "Switch to dark mode";
+      case "dark":
+        return "Switch to system mode";
+      case "system":
+        return "Switch to light mode";
+    }
+  };
+
+  return (
+    <Button
+      variant="outline"
+      size="icon"
+      onClick={cycleTheme}
+      className="h-8 w-8"
+      title={getLabel()}
+    >
+      {getIcon()}
+      <span className="sr-only">{getLabel()}</span>
+    </Button>
+  );
+}

frontend/src/contexts/ThemeContext.tsx

@@ -0,0 +1,76 @@
+import React, { createContext, useContext, useEffect, useState } from "react";
+
+type Theme = "light" | "dark" | "system";
+
+interface ThemeContextType {
+  theme: Theme;
+  setTheme: (theme: Theme) => void;
+  actualTheme: "light" | "dark";
+}
+
+const ThemeContext = createContext<ThemeContextType | undefined>(undefined);
+
+export function ThemeProvider({ children }: { children: React.ReactNode }) {
+  const [theme, setTheme] = useState<Theme>(() => {
+    const stored = localStorage.getItem("theme") as Theme;
+    return stored || "system";
+  });
+
+  const [actualTheme, setActualTheme] = useState<"light" | "dark">("light");
+
+  useEffect(() => {
+    const root = window.document.documentElement;
+
+    const updateActualTheme = () => {
+      let resolvedTheme: "light" | "dark";
+
+      if (theme === "system") {
+        resolvedTheme = window.matchMedia("(prefers-color-scheme: dark)")
+          .matches
+          ? "dark"
+          : "light";
+      } else {
+        resolvedTheme = theme;
+      }
+
+      setActualTheme(resolvedTheme);
+
+      // Remove previous theme classes
+      root.classList.remove("light", "dark");
+
+      // Add resolved theme class
+      root.classList.add(resolvedTheme);
+    };
+
+    updateActualTheme();
+
+    // Listen for system theme changes
+    const mediaQuery = window.matchMedia("(prefers-color-scheme: dark)");
+    const handleChange = () => {
+      if (theme === "system") {
+        updateActualTheme();
+      }
+    };
+
+    mediaQuery.addEventListener("change", handleChange);
+
+    // Store theme preference
+    localStorage.setItem("theme", theme);
+
+    return () => mediaQuery.removeEventListener("change", handleChange);
+  }, [theme]);
+
+  return (
+    <ThemeContext.Provider value={{ theme, setTheme, actualTheme }}>
+      {children}
+    </ThemeContext.Provider>
+  );
+}
+
+export function useTheme() {
+  const context = useContext(ThemeContext);
+  if (context === undefined) {
+    throw new Error("useTheme must be used within a ThemeProvider");
+  }
+  return context;
+}

frontend/src/index.css

@@ -1,3 +1,68 @@
 @tailwind base;
 @tailwind components;
 @tailwind utilities;
+
+@layer base {
+  :root {
+    --background: 0 0% 100%;
+    --foreground: 222.2 84% 4.9%;
+    --card: 0 0% 100%;
+    --card-foreground: 222.2 84% 4.9%;
+    --popover: 0 0% 100%;
+    --popover-foreground: 222.2 84% 4.9%;
+    --primary: 222.2 47.4% 11.2%;
+    --primary-foreground: 210 40% 98%;
+    --secondary: 210 40% 96.1%;
+    --secondary-foreground: 222.2 47.4% 11.2%;
+    --muted: 210 40% 96.1%;
+    --muted-foreground: 215.4 16.3% 46.9%;
+    --accent: 210 40% 96.1%;
+    --accent-foreground: 222.2 47.4% 11.2%;
+    --destructive: 0 84.2% 60.2%;
+    --destructive-foreground: 210 40% 98%;
+    --border: 214.3 31.8% 91.4%;
+    --input: 214.3 31.8% 91.4%;
+    --ring: 222.2 84% 4.9%;
+    --chart-1: 12 76% 61%;
+    --chart-2: 173 58% 39%;
+    --chart-3: 197 37% 24%;
+    --chart-4: 43 74% 66%;
+    --chart-5: 27 87% 67%;
+    --radius: 0.5rem;
+  }
+  .dark {
+    --background: 222.2 84% 4.9%;
+    --foreground: 210 40% 98%;
+    --card: 222.2 84% 4.9%;
+    --card-foreground: 210 40% 98%;
+    --popover: 222.2 84% 4.9%;
+    --popover-foreground: 210 40% 98%;
+    --primary: 210 40% 98%;
+    --primary-foreground: 222.2 47.4% 11.2%;
+    --secondary: 217.2 32.6% 17.5%;
+    --secondary-foreground: 210 40% 98%;
+    --muted: 217.2 32.6% 17.5%;
+    --muted-foreground: 215 20.2% 65.1%;
+    --accent: 217.2 32.6% 17.5%;
+    --accent-foreground: 210 40% 98%;
+    --destructive: 0 62.8% 30.6%;
+    --destructive-foreground: 210 40% 98%;
+    --border: 217.2 32.6% 17.5%;
+    --input: 217.2 32.6% 17.5%;
+    --ring: 212.7 26.8% 83.9%;
+    --chart-1: 220 70% 50%;
+    --chart-2: 160 60% 45%;
+    --chart-3: 30 80% 55%;
+    --chart-4: 280 65% 60%;
+    --chart-5: 340 75% 55%;
+  }
+}
+
+@layer base {
+  * {
+    @apply border-border;
+  }
+  body {
+    @apply bg-background text-foreground;
+  }
+}

frontend/src/lib/api.ts

@@ -2,6 +2,7 @@ import axios from "axios";
 import type {
   Account,
   Transaction,
+  AnalyticsTransaction,
   Balance,
   ApiResponse,
   NotificationSettings,
@@ -10,6 +11,7 @@ import type {
   NotificationServicesResponse,
   HealthData,
   AccountUpdate,
+  TransactionStats,
 } from "../types/api";
 
 // Use VITE_API_URL for development, relative URLs for production
@@ -39,8 +41,8 @@ export const apiClient = {
   updateAccount: async (
     id: string,
     updates: AccountUpdate,
-  ): Promise<{ id: string; name?: string }> => {
-    const response = await api.put<ApiResponse<{ id: string; name?: string }>>(
+  ): Promise<{ id: string; display_name?: string }> => {
+    const response = await api.put<ApiResponse<{ id: string; display_name?: string }>>(
       `/accounts/${id}`,
       updates,
     );
@@ -53,6 +55,21 @@ export const apiClient = {
     return response.data.data;
   },
 
+  // Get historical balances for balance progression chart
+  getHistoricalBalances: async (
+    days?: number,
+    accountId?: string,
+  ): Promise<Balance[]> => {
+    const queryParams = new URLSearchParams();
+    if (days) queryParams.append("days", days.toString());
+    if (accountId) queryParams.append("account_id", accountId);
+
+    const response = await api.get<ApiResponse<Balance[]>>(
+      `/balances/history?${queryParams.toString()}`,
+    );
+    return response.data.data;
+  },
+
   // Get balances for specific account
   getAccountBalances: async (accountId: string): Promise<Balance[]> => {
     const response = await api.get<ApiResponse<Balance[]>>(
@@ -70,6 +87,8 @@ export const apiClient = {
     perPage?: number;
     search?: string;
     summaryOnly?: boolean;
+    minAmount?: number;
+    maxAmount?: number;
   }): Promise<ApiResponse<Transaction[]>> => {
     const queryParams = new URLSearchParams();
 
@@ -83,6 +102,12 @@ export const apiClient = {
     if (params?.summaryOnly !== undefined) {
       queryParams.append("summary_only", params.summaryOnly.toString());
     }
+    if (params?.minAmount !== undefined) {
+      queryParams.append("min_amount", params.minAmount.toString());
+    }
+    if (params?.maxAmount !== undefined) {
+      queryParams.append("max_amount", params.maxAmount.toString());
+    }
 
     const response = await api.get<ApiResponse<Transaction[]>>(
       `/transactions?${queryParams.toString()}`,
@@ -142,6 +167,57 @@ export const apiClient = {
     const response = await api.get<ApiResponse<HealthData>>("/health");
     return response.data.data;
   },
+
+  // Analytics endpoints
+  getTransactionStats: async (days?: number): Promise<TransactionStats> => {
+    const queryParams = new URLSearchParams();
+    if (days) queryParams.append("days", days.toString());
+
+    const response = await api.get<ApiResponse<TransactionStats>>(
+      `/transactions/stats?${queryParams.toString()}`,
+    );
+    return response.data.data;
+  },
+
+  // Get all transactions for analytics (no pagination)
+  getTransactionsForAnalytics: async (
+    days?: number,
+  ): Promise<AnalyticsTransaction[]> => {
+    const queryParams = new URLSearchParams();
+    if (days) queryParams.append("days", days.toString());
+
+    const response = await api.get<ApiResponse<AnalyticsTransaction[]>>(
+      `/transactions/analytics?${queryParams.toString()}`,
+    );
+    return response.data.data;
+  },
+
+  // Get monthly transaction statistics (pre-calculated)
+  getMonthlyTransactionStats: async (
+    days?: number,
+  ): Promise<
+    Array<{
+      month: string;
+      income: number;
+      expenses: number;
+      net: number;
+    }>
+  > => {
+    const queryParams = new URLSearchParams();
+    if (days) queryParams.append("days", days.toString());
+
+    const response = await api.get<
+      ApiResponse<
+        Array<{
+          month: string;
+          income: number;
+          expenses: number;
+          net: number;
+        }>
+      >
+    >(`/transactions/monthly-stats?${queryParams.toString()}`);
+    return response.data.data;
+  },
 };
 
 export default apiClient;

frontend/src/lib/timePeriods.ts

@@ -0,0 +1,19 @@
+export type TimePeriod = {
+  label: string;
+  days: number;
+  value: string;
+};
+
+function getDaysFromYearStart(): number {
+  const now = new Date();
+  const yearStart = new Date(now.getFullYear(), 0, 1);
+  const diffTime = now.getTime() - yearStart.getTime();
+  return Math.ceil(diffTime / (1000 * 60 * 60 * 24));
+}
+
+export const TIME_PERIODS: TimePeriod[] = [
+  { label: "Last 30 days", days: 30, value: "30d" },
+  { label: "Last 6 months", days: 180, value: "6m" },
+  { label: "Year to Date", days: getDaysFromYearStart(), value: "ytd" },
+  { label: "Last 365 days", days: 365, value: "365d" },
+];

frontend/src/lib/utils.ts

@@ -1,62 +1,25 @@
 import { clsx, type ClassValue } from "clsx";
+import { twMerge } from "tailwind-merge";
 
 export function cn(...inputs: ClassValue[]) {
-  return clsx(inputs);
+  return twMerge(clsx(inputs));
 }
 
 export function formatCurrency(
   amount: number,
   currency: string = "EUR",
 ): string {
-  // Validate currency code - must be 3 letters and a valid ISO 4217 code
-  const validCurrency =
-    currency && /^[A-Z]{3}$/.test(currency) ? currency : "EUR";
-
-  try {
   return new Intl.NumberFormat("en-US", {
     style: "currency",
-      currency: validCurrency,
+    currency,
   }).format(amount);
-  } catch {
-    // Fallback if currency is still invalid
-    console.warn(`Invalid currency code: ${currency}, falling back to EUR`);
-    return new Intl.NumberFormat("en-US", {
-      style: "currency",
-      currency: "EUR",
-    }).format(amount);
-  }
 }
 
-export function formatDate(date: string): string {
-  if (!date) return "No date";
-
-  const parsedDate = new Date(date);
-  if (isNaN(parsedDate.getTime())) {
-    console.warn("Invalid date string:", date);
-    return "Invalid date";
-  }
-
-  return new Intl.DateTimeFormat("en-US", {
+export function formatDate(dateString: string): string {
+  const date = new Date(dateString);
+  return date.toLocaleDateString("en-US", {
     year: "numeric",
     month: "short",
     day: "numeric",
-  }).format(parsedDate);
-}
-
-export function formatDateTime(date: string): string {
-  if (!date) return "No date";
-
-  const parsedDate = new Date(date);
-  if (isNaN(parsedDate.getTime())) {
-    console.warn("Invalid date string:", date);
-    return "Invalid date";
-  }
-
-  return new Intl.DateTimeFormat("en-US", {
-    year: "numeric",
-    month: "short",
-    day: "numeric",
-    hour: "2-digit",
-    minute: "2-digit",
-  }).format(parsedDate);
+  });
 }

frontend/src/main.tsx

@@ -2,6 +2,7 @@ import { StrictMode } from "react";
 import { createRoot } from "react-dom/client";
 import { createRouter, RouterProvider } from "@tanstack/react-router";
 import { QueryClient, QueryClientProvider } from "@tanstack/react-query";
+import { ThemeProvider } from "./contexts/ThemeContext";
 import "./index.css";
 import { routeTree } from "./routeTree.gen";
 
@@ -19,7 +20,9 @@ const queryClient = new QueryClient({
 createRoot(document.getElementById("root")!).render(
   <StrictMode>
     <QueryClientProvider client={queryClient}>
+      <ThemeProvider>
         <RouterProvider router={router} />
+      </ThemeProvider>
     </QueryClientProvider>
   </StrictMode>,
 );

frontend/src/routes/__root.tsx

@@ -7,13 +7,13 @@ function RootLayout() {
   const [sidebarOpen, setSidebarOpen] = useState(false);
 
   return (
-    <div className="flex h-screen bg-gray-100">
+    <div className="flex h-screen bg-background">
       <Sidebar sidebarOpen={sidebarOpen} setSidebarOpen={setSidebarOpen} />
 
       {/* Mobile overlay */}
       {sidebarOpen && (
         <div
-          className="fixed inset-0 z-40 bg-gray-600 bg-opacity-75 lg:hidden"
+          className="fixed inset-0 z-40 bg-black/50 lg:hidden"
           onClick={() => setSidebarOpen(false)}
         />
       )}

frontend/src/routes/analytics.tsx

@@ -1,10 +1,153 @@
 import { createFileRoute } from "@tanstack/react-router";
+import { useQuery } from "@tanstack/react-query";
+import { useState } from "react";
+import {
+  CreditCard,
+  TrendingUp,
+  TrendingDown,
+  Activity,
+  Users,
+} from "lucide-react";
+import apiClient from "../lib/api";
+import StatCard from "../components/analytics/StatCard";
+import BalanceChart from "../components/analytics/BalanceChart";
+import TransactionDistribution from "../components/analytics/TransactionDistribution";
+import MonthlyTrends from "../components/analytics/MonthlyTrends";
+import TimePeriodFilter from "../components/analytics/TimePeriodFilter";
+import { Card, CardContent } from "../components/ui/card";
+import type { TimePeriod } from "../lib/timePeriods";
+import { TIME_PERIODS } from "../lib/timePeriods";
+
+function AnalyticsDashboard() {
+  // Default to Last 365 days
+  const [selectedPeriod, setSelectedPeriod] = useState<TimePeriod>(
+    TIME_PERIODS.find((p) => p.value === "365d") || TIME_PERIODS[3],
+  );
+
+  // Fetch analytics data
+  const { data: stats, isLoading: statsLoading } = useQuery({
+    queryKey: ["transaction-stats", selectedPeriod.days],
+    queryFn: () => apiClient.getTransactionStats(selectedPeriod.days),
+  });
+
+  const { data: accounts, isLoading: accountsLoading } = useQuery({
+    queryKey: ["accounts"],
+    queryFn: () => apiClient.getAccounts(),
+  });
+
+  const { data: balances, isLoading: balancesLoading } = useQuery({
+    queryKey: ["historical-balances", selectedPeriod.days],
+    queryFn: () => apiClient.getHistoricalBalances(selectedPeriod.days),
+  });
+
+  const isLoading = statsLoading || accountsLoading || balancesLoading;
+
+  if (isLoading) {
+    return (
+      <div className="p-6">
+        <div className="animate-pulse">
+          <div className="h-8 bg-muted rounded w-48 mb-6"></div>
+          <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6 mb-8">
+            {[...Array(3)].map((_, i) => (
+              <div key={i} className="h-32 bg-muted rounded"></div>
+            ))}
+          </div>
+          <div className="grid grid-cols-1 lg:grid-cols-2 gap-8">
+            <div className="h-96 bg-muted rounded"></div>
+            <div className="h-96 bg-muted rounded"></div>
+          </div>
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <div className="p-6 space-y-8">
+      {/* Time Period Filter */}
+      <Card>
+        <CardContent className="p-4">
+          <TimePeriodFilter
+            selectedPeriod={selectedPeriod}
+            onPeriodChange={setSelectedPeriod}
+          />
+        </CardContent>
+      </Card>
+
+      {/* Stats Cards */}
+      <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6">
+        <StatCard
+          title="Total Transactions"
+          value={stats?.total_transactions || 0}
+          subtitle={`Last ${stats?.period_days || 0} days`}
+          icon={Activity}
+        />
+        <StatCard
+          title="Total Income"
+          value={`€${(stats?.total_income || 0).toLocaleString()}`}
+          subtitle="Inflows this period"
+          icon={TrendingUp}
+          className="border-green-200"
+        />
+        <StatCard
+          title="Total Expenses"
+          value={`€${(stats?.total_expenses || 0).toLocaleString()}`}
+          subtitle="Outflows this period"
+          icon={TrendingDown}
+          className="border-red-200"
+        />
+      </div>
+
+      {/* Additional Stats */}
+      <div className="grid grid-cols-1 md:grid-cols-3 gap-6">
+        <StatCard
+          title="Net Change"
+          value={`€${(stats?.net_change || 0).toLocaleString()}`}
+          subtitle="Income minus expenses"
+          icon={CreditCard}
+          className={
+            (stats?.net_change || 0) >= 0
+              ? "border-green-200"
+              : "border-red-200"
+          }
+        />
+        <StatCard
+          title="Average Transaction"
+          value={`€${Math.abs(stats?.average_transaction || 0).toLocaleString()}`}
+          subtitle="Per transaction"
+          icon={Activity}
+        />
+        <StatCard
+          title="Active Accounts"
+          value={stats?.accounts_included || 0}
+          subtitle="With recent activity"
+          icon={Users}
+        />
+      </div>
+
+      {/* Charts */}
+      <div className="grid grid-cols-1 lg:grid-cols-2 gap-8">
+        <Card>
+          <CardContent className="p-6">
+            <BalanceChart data={balances || []} accounts={accounts || []} />
+          </CardContent>
+        </Card>
+        <Card>
+          <CardContent className="p-6">
+            <TransactionDistribution accounts={accounts || []} />
+          </CardContent>
+        </Card>
+      </div>
+
+      {/* Monthly Trends */}
+      <Card>
+        <CardContent className="p-6">
+          <MonthlyTrends days={selectedPeriod.days} />
+        </CardContent>
+      </Card>
+    </div>
+  );
+}
 
 export const Route = createFileRoute("/analytics")({
-  component: () => (
-    <div className="bg-white rounded-lg shadow p-6">
-      <h3 className="text-lg font-medium text-gray-900 mb-4">Analytics</h3>
-      <p className="text-gray-600">Analytics dashboard coming soon...</p>
-    </div>
-  ),
+  component: AnalyticsDashboard,
 });

frontend/src/types/api.ts

@@ -11,6 +11,7 @@ export interface Account {
   status: string;
   iban?: string;
   name?: string;
+  display_name?: string;
   currency?: string;
   created: string;
   last_accessed?: string;
@@ -18,7 +19,7 @@ export interface Account {
 }
 
 export interface AccountUpdate {
-  name?: string;
+  display_name?: string;
 }
 
 export interface RawTransactionData {
@@ -59,6 +60,17 @@ export interface RawTransactionData {
   [key: string]: unknown; // Allow additional fields
 }
 
+// Type for analytics transaction data
+export interface AnalyticsTransaction {
+  transaction_id: string;
+  date: string;
+  description: string;
+  amount: number;
+  currency: string;
+  status: string;
+  account_id: string;
+}
+
 export interface Transaction {
   transaction_id: string; // NEW: stable bank-provided transaction ID
   internal_transaction_id: string | null; // OLD: unstable GoCardless ID
@@ -188,3 +200,16 @@ export interface HealthData {
   message?: string;
   error?: string;
 }
+
+// Analytics data types
+export interface TransactionStats {
+  period_days: number;
+  total_transactions: number;
+  booked_transactions: number;
+  pending_transactions: number;
+  total_income: number;
+  total_expenses: number;
+  net_change: number;
+  average_transaction: number;
+  accounts_included: number;
+}

frontend/tailwind.config.js

@@ -1,8 +1,57 @@
 /** @type {import('tailwindcss').Config} */
 export default {
+  darkMode: ["class"],
   content: ["./index.html", "./src/**/*.{js,ts,jsx,tsx}"],
   theme: {
-    extend: {},
+    extend: {
+      borderRadius: {
+        lg: "var(--radius)",
+        md: "calc(var(--radius) - 2px)",
+        sm: "calc(var(--radius) - 4px)",
       },
-  plugins: [require("@tailwindcss/forms")],
+      colors: {
+        background: "hsl(var(--background))",
+        foreground: "hsl(var(--foreground))",
+        card: {
+          DEFAULT: "hsl(var(--card))",
+          foreground: "hsl(var(--card-foreground))",
+        },
+        popover: {
+          DEFAULT: "hsl(var(--popover))",
+          foreground: "hsl(var(--popover-foreground))",
+        },
+        primary: {
+          DEFAULT: "hsl(var(--primary))",
+          foreground: "hsl(var(--primary-foreground))",
+        },
+        secondary: {
+          DEFAULT: "hsl(var(--secondary))",
+          foreground: "hsl(var(--secondary-foreground))",
+        },
+        muted: {
+          DEFAULT: "hsl(var(--muted))",
+          foreground: "hsl(var(--muted-foreground))",
+        },
+        accent: {
+          DEFAULT: "hsl(var(--accent))",
+          foreground: "hsl(var(--accent-foreground))",
+        },
+        destructive: {
+          DEFAULT: "hsl(var(--destructive))",
+          foreground: "hsl(var(--destructive-foreground))",
+        },
+        border: "hsl(var(--border))",
+        input: "hsl(var(--input))",
+        ring: "hsl(var(--ring))",
+        chart: {
+          1: "hsl(var(--chart-1))",
+          2: "hsl(var(--chart-2))",
+          3: "hsl(var(--chart-3))",
+          4: "hsl(var(--chart-4))",
+          5: "hsl(var(--chart-5))",
+        },
+      },
+    },
+  },
+  plugins: [require("@tailwindcss/forms"), require("tailwindcss-animate")],
 };

frontend/tsconfig.app.json

@@ -15,6 +15,12 @@
     "noEmit": true,
     "jsx": "react-jsx",
 
+    /* Path mapping */
+    "baseUrl": ".",
+    "paths": {
+      "@/*": ["./src/*"]
+    },
+
     /* Linting */
     "strict": true,
     "noUnusedLocals": true,

frontend/tsconfig.json

@@ -3,5 +3,11 @@
   "references": [
     { "path": "./tsconfig.app.json" },
     { "path": "./tsconfig.node.json" }
-  ]
+  ],
+  "compilerOptions": {
+    "baseUrl": ".",
+    "paths": {
+      "@/*": ["./src/*"]
+    }
+  }
 }

frontend/vite.config.ts

@@ -5,4 +5,9 @@ import { TanStackRouterVite } from "@tanstack/router-vite-plugin";
 // https://vite.dev/config/
 export default defineConfig({
   plugins: [TanStackRouterVite(), react()],
+  resolve: {
+    alias: {
+      "@": "/src",
+    },
+  },
 });

leggen/api/models/accounts.py

@@ -1,5 +1,5 @@
 from datetime import datetime
-from typing import List, Optional, Dict, Any
+from typing import Any, Dict, List, Optional
 
 from pydantic import BaseModel
 
@@ -24,6 +24,7 @@ class AccountDetails(BaseModel):
     status: str
     iban: Optional[str] = None
     name: Optional[str] = None
+    display_name: Optional[str] = None
     currency: Optional[str] = None
     created: datetime
     last_accessed: Optional[datetime] = None
@@ -36,7 +37,7 @@ class AccountDetails(BaseModel):
 class AccountUpdate(BaseModel):
     """Account update model"""
 
-    name: Optional[str] = None
+    display_name: Optional[str] = None
 
     class Config:
         json_encoders = {datetime: lambda v: v.isoformat() if v else None}

leggen/api/models/notifications.py

@@ -1,4 +1,4 @@
-from typing import Optional, List
+from typing import List, Optional
 
 from pydantic import BaseModel
 

leggen/api/routes/accounts.py

@@ -1,16 +1,17 @@
-from typing import Optional, List, Union
+from typing import List, Optional, Union
+
 from fastapi import APIRouter, HTTPException, Query
 from loguru import logger
 
-from leggend.api.models.common import APIResponse
-from leggend.api.models.accounts import (
-    AccountDetails,
+from leggen.api.models.accounts import (
     AccountBalance,
+    AccountDetails,
+    AccountUpdate,
     Transaction,
     TransactionSummary,
-    AccountUpdate,
 )
-from leggend.services.database_service import DatabaseService
+from leggen.api.models.common import APIResponse
+from leggen.services.database_service import DatabaseService
 
 router = APIRouter()
 database_service = DatabaseService()
@@ -52,6 +53,7 @@ async def get_all_accounts() -> APIResponse:
                         status=db_account["status"],
                         iban=db_account.get("iban"),
                         name=db_account.get("name"),
+                        display_name=db_account.get("display_name"),
                         currency=db_account.get("currency"),
                         created=db_account["created"],
                         last_accessed=db_account.get("last_accessed"),
@@ -111,6 +113,7 @@ async def get_account_details(account_id: str) -> APIResponse:
             status=db_account["status"],
             iban=db_account.get("iban"),
             name=db_account.get("name"),
+            display_name=db_account.get("display_name"),
             currency=db_account.get("currency"),
             created=db_account["created"],
             last_accessed=db_account.get("last_accessed"),
@@ -215,6 +218,35 @@ async def get_all_balances() -> APIResponse:
         ) from e
 
 
+@router.get("/balances/history", response_model=APIResponse)
+async def get_historical_balances(
+    days: Optional[int] = Query(
+        default=365, le=1095, ge=1, description="Number of days of history to retrieve"
+    ),
+    account_id: Optional[str] = Query(
+        default=None, description="Filter by specific account ID"
+    ),
+) -> APIResponse:
+    """Get historical balance progression calculated from transaction history"""
+    try:
+        # Get historical balances from database
+        historical_balances = await database_service.get_historical_balances_from_db(
+            account_id=account_id, days=days or 365
+        )
+
+        return APIResponse(
+            success=True,
+            data=historical_balances,
+            message=f"Retrieved {len(historical_balances)} historical balance points over {days} days",
+        )
+
+    except Exception as e:
+        logger.error(f"Failed to get historical balances: {e}")
+        raise HTTPException(
+            status_code=500, detail=f"Failed to get historical balances: {str(e)}"
+        ) from e
+
+
 @router.get("/accounts/{account_id}/transactions", response_model=APIResponse)
 async def get_account_transactions(
     account_id: str,
@@ -294,7 +326,7 @@ async def get_account_transactions(
 async def update_account_details(
     account_id: str, update_data: AccountUpdate
 ) -> APIResponse:
-    """Update account details (currently only name)"""
+    """Update account details (currently only display_name)"""
     try:
         # Get current account details
         current_account = await database_service.get_account_details_from_db(account_id)
@@ -306,16 +338,16 @@ async def update_account_details(
 
         # Prepare updated account data
         updated_account_data = current_account.copy()
-        if update_data.name is not None:
-            updated_account_data["name"] = update_data.name
+        if update_data.display_name is not None:
+            updated_account_data["display_name"] = update_data.display_name
 
         # Persist updated account details
         await database_service.persist_account_details(updated_account_data)
 
         return APIResponse(
             success=True,
-            data={"id": account_id, "name": update_data.name},
-            message=f"Account {account_id} name updated successfully",
+            data={"id": account_id, "display_name": update_data.display_name},
+            message=f"Account {account_id} display name updated successfully",
         )
 
     except HTTPException:

leggen/api/routes/banks.py

@@ -1,15 +1,15 @@
 from fastapi import APIRouter, HTTPException, Query
 from loguru import logger
 
-from leggend.api.models.common import APIResponse
-from leggend.api.models.banks import (
-    BankInstitution,
+from leggen.api.models.banks import (
     BankConnectionRequest,
-    BankRequisition,
     BankConnectionStatus,
+    BankInstitution,
+    BankRequisition,
 )
-from leggend.services.gocardless_service import GoCardlessService
-from leggend.utils.gocardless import REQUISITION_STATUS
+from leggen.api.models.common import APIResponse
+from leggen.services.gocardless_service import GoCardlessService
+from leggen.utils.gocardless import REQUISITION_STATUS
 
 router = APIRouter()
 gocardless_service = GoCardlessService()

leggen/api/routes/notifications.py

@@ -1,17 +1,18 @@
-from typing import Dict, Any
+from typing import Any, Dict
+
 from fastapi import APIRouter, HTTPException
 from loguru import logger
 
-from leggend.api.models.common import APIResponse
-from leggend.api.models.notifications import (
+from leggen.api.models.common import APIResponse
+from leggen.api.models.notifications import (
+    DiscordConfig,
+    NotificationFilters,
     NotificationSettings,
     NotificationTest,
-    DiscordConfig,
     TelegramConfig,
-    NotificationFilters,
 )
-from leggend.services.notification_service import NotificationService
-from leggend.config import config
+from leggen.services.notification_service import NotificationService
+from leggen.utils.config import config
 
 router = APIRouter()
 notification_service = NotificationService()

leggen/api/routes/sync.py

@@ -1,12 +1,13 @@
 from typing import Optional
-from fastapi import APIRouter, HTTPException, BackgroundTasks
+
+from fastapi import APIRouter, BackgroundTasks, HTTPException
 from loguru import logger
 
-from leggend.api.models.common import APIResponse
-from leggend.api.models.sync import SyncRequest, SchedulerConfig
-from leggend.services.sync_service import SyncService
-from leggend.background.scheduler import scheduler
-from leggend.config import config
+from leggen.api.models.common import APIResponse
+from leggen.api.models.sync import SchedulerConfig, SyncRequest
+from leggen.background.scheduler import scheduler
+from leggen.services.sync_service import SyncService
+from leggen.utils.config import config
 
 router = APIRouter()
 sync_service = SyncService()

leggen/api/routes/transactions.py

@@ -1,11 +1,12 @@
-from typing import Optional, List, Union
 from datetime import datetime, timedelta
+from typing import List, Optional, Union
+
 from fastapi import APIRouter, HTTPException, Query
 from loguru import logger
 
-from leggend.api.models.common import APIResponse, PaginatedResponse
-from leggend.api.models.accounts import Transaction, TransactionSummary
-from leggend.services.database_service import DatabaseService
+from leggen.api.models.accounts import Transaction, TransactionSummary
+from leggen.api.models.common import APIResponse, PaginatedResponse
+from leggen.services.database_service import DatabaseService
 
 router = APIRouter()
 database_service = DatabaseService()
@@ -202,3 +203,88 @@ async def get_transaction_stats(
         raise HTTPException(
             status_code=500, detail=f"Failed to get transaction stats: {str(e)}"
         ) from e
+
+
+@router.get("/transactions/analytics", response_model=APIResponse)
+async def get_transactions_for_analytics(
+    days: int = Query(default=365, description="Number of days to include"),
+    account_id: Optional[str] = Query(default=None, description="Filter by account ID"),
+) -> APIResponse:
+    """Get all transactions for analytics (no pagination) for the last N days"""
+    try:
+        # Date range for analytics
+        end_date = datetime.now()
+        start_date = end_date - timedelta(days=days)
+
+        # Format dates for database query
+        date_from = start_date.isoformat()
+        date_to = end_date.isoformat()
+
+        # Get ALL transactions from database (no limit for analytics)
+        transactions = await database_service.get_transactions_from_db(
+            account_id=account_id,
+            date_from=date_from,
+            date_to=date_to,
+            limit=None,  # No limit - get all transactions
+        )
+
+        # Transform for frontend (summary format)
+        transaction_summaries = [
+            {
+                "transaction_id": txn["transactionId"],
+                "date": txn["transactionDate"],
+                "description": txn["description"],
+                "amount": txn["transactionValue"],
+                "currency": txn["transactionCurrency"],
+                "status": txn["transactionStatus"],
+                "account_id": txn["accountId"],
+            }
+            for txn in transactions
+        ]
+
+        return APIResponse(
+            success=True,
+            data=transaction_summaries,
+            message=f"Retrieved {len(transaction_summaries)} transactions for analytics",
+        )
+
+    except Exception as e:
+        logger.error(f"Failed to get transactions for analytics: {e}")
+        raise HTTPException(
+            status_code=500, detail=f"Failed to get analytics transactions: {str(e)}"
+        ) from e
+
+
+@router.get("/transactions/monthly-stats", response_model=APIResponse)
+async def get_monthly_transaction_stats(
+    days: int = Query(default=365, description="Number of days to include"),
+    account_id: Optional[str] = Query(default=None, description="Filter by account ID"),
+) -> APIResponse:
+    """Get monthly transaction statistics aggregated by the database"""
+    try:
+        # Date range for monthly stats
+        end_date = datetime.now()
+        start_date = end_date - timedelta(days=days)
+
+        # Format dates for database query
+        date_from = start_date.isoformat()
+        date_to = end_date.isoformat()
+
+        # Get monthly aggregated stats from database
+        monthly_stats = await database_service.get_monthly_transaction_stats_from_db(
+            account_id=account_id,
+            date_from=date_from,
+            date_to=date_to,
+        )
+
+        return APIResponse(
+            success=True,
+            data=monthly_stats,
+            message=f"Retrieved monthly stats for last {days} days",
+        )
+
+    except Exception as e:
+        logger.error(f"Failed to get monthly transaction stats: {e}")
+        raise HTTPException(
+            status_code=500, detail=f"Failed to get monthly stats: {str(e)}"
+        ) from e

leggen/api_client.py

@@ -1,20 +1,21 @@
 import os
-import requests
-from typing import Dict, Any, Optional, List, Union
+from typing import Any, Dict, List, Optional, Union
 from urllib.parse import urljoin
 
+import requests
+
 from leggen.utils.text import error
 
 
-class LeggendAPIClient:
-    """Client for communicating with the leggend FastAPI service"""
+class LeggenAPIClient:
+    """Client for communicating with the leggen FastAPI service"""
 
     base_url: str
 
     def __init__(self, base_url: Optional[str] = None):
         self.base_url = (
             base_url
-            or os.environ.get("LEGGEND_API_URL", "http://localhost:8000")
+            or os.environ.get("LEGGEN_API_URL", "http://localhost:8000")
             or "http://localhost:8000"
         )
         self.session = requests.Session()
@@ -31,7 +32,7 @@ class LeggendAPIClient:
             response.raise_for_status()
             return response.json()
         except requests.exceptions.ConnectionError:
-            error("Could not connect to leggend service. Is it running?")
+            error("Could not connect to leggen server. Is it running?")
             error(f"Trying to connect to: {self.base_url}")
             raise
         except requests.exceptions.HTTPError as e:
@@ -48,7 +49,7 @@ class LeggendAPIClient:
             raise
 
     def health_check(self) -> bool:
-        """Check if the leggend service is healthy"""
+        """Check if the leggen server is healthy"""
         try:
             response = self._make_request("GET", "/health")
             return response.get("status") == "healthy"

leggen/background/scheduler.py

@@ -2,9 +2,9 @@ from apscheduler.schedulers.asyncio import AsyncIOScheduler
 from apscheduler.triggers.cron import CronTrigger
 from loguru import logger
 
-from leggend.config import config
-from leggend.services.sync_service import SyncService
-from leggend.services.notification_service import NotificationService
+from leggen.services.notification_service import NotificationService
+from leggen.services.sync_service import SyncService
+from leggen.utils.config import config
 
 
 class BackgroundScheduler:

leggen/commands/balances.py

@@ -1,7 +1,7 @@
 import click
 
+from leggen.api_client import LeggenAPIClient
 from leggen.main import cli
-from leggen.api_client import LeggendAPIClient
 from leggen.utils.text import datefmt, print_table
 
 
@@ -11,12 +11,12 @@ def balances(ctx: click.Context):
     """
     List balances of all connected accounts
     """
-    api_client = LeggendAPIClient(ctx.obj.get("api_url"))
+    api_client = LeggenAPIClient(ctx.obj.get("api_url"))
 
-    # Check if leggend service is available
+    # Check if leggen server is available
     if not api_client.health_check():
         click.echo(
-            "Error: Cannot connect to leggend service. Please ensure it's running."
+            "Error: Cannot connect to leggen server. Please ensure it's running."
         )
         return
 

leggen/commands/bank/add.py

@@ -1,9 +1,9 @@
 import click
 
+from leggen.api_client import LeggenAPIClient
 from leggen.main import cli
-from leggen.api_client import LeggendAPIClient
 from leggen.utils.disk import save_file
-from leggen.utils.text import info, print_table, warning, success
+from leggen.utils.text import info, print_table, success, warning
 
 
 @cli.command()
@@ -12,12 +12,12 @@ def add(ctx):
     """
     Connect to a bank
     """
-    api_client = LeggendAPIClient(ctx.obj.get("api_url"))
+    api_client = LeggenAPIClient(ctx.obj.get("api_url"))
 
-    # Check if leggend service is available
+    # Check if leggen server is available
     if not api_client.health_check():
         click.echo(
-            "Error: Cannot connect to leggend service. Please ensure it's running."
+            "Error: Cannot connect to leggen server. Please ensure it's running."
         )
         return
 

leggen/commands/generate_sample_db.py

@@ -1,9 +1,8 @@
 """Generate sample database command."""
 
-import click
 from pathlib import Path
 
-from leggen.utils.paths import path_manager
+import click
 
 
 @click.command()
@@ -30,16 +29,20 @@ from leggen.utils.paths import path_manager
     help="Overwrite existing database without confirmation",
 )
 @click.pass_context
-def generate_sample_db(ctx: click.Context, database: Path, accounts: int, transactions: int, force: bool):
+def generate_sample_db(
+    ctx: click.Context, database: Path, accounts: int, transactions: int, force: bool
+):
     """Generate a sample database with realistic financial data for testing."""
 
     # Import here to avoid circular imports
-    import sys
     import subprocess
+    import sys
     from pathlib import Path as PathlibPath
 
     # Get the script path
-    script_path = PathlibPath(__file__).parent.parent.parent / "scripts" / "generate_sample_db.py"
+    script_path = (
+        PathlibPath(__file__).parent.parent.parent / "scripts" / "generate_sample_db.py"
+    )
 
     # Build command arguments
     cmd = [sys.executable, str(script_path)]

leggen/commands/server.py

@@ -1,20 +1,22 @@
 from contextlib import asynccontextmanager
 from importlib import metadata
 
+import click
 import uvicorn
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
 from loguru import logger
 
-from leggend.api.routes import banks, accounts, sync, notifications, transactions
-from leggend.background.scheduler import scheduler
-from leggend.config import config
+from leggen.api.routes import accounts, banks, notifications, sync, transactions
+from leggen.background.scheduler import scheduler
+from leggen.utils.config import config
+from leggen.utils.paths import path_manager
 
 
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     # Startup
-    logger.info("Starting leggend service...")
+    logger.info("Starting leggen server...")
 
     # Load configuration
     try:
@@ -26,7 +28,7 @@ async def lifespan(app: FastAPI):
 
     # Run database migrations
     try:
-        from leggend.services.database_service import DatabaseService
+        from leggen.services.database_service import DatabaseService
 
         db_service = DatabaseService()
         await db_service.run_migrations_if_needed()
@@ -42,7 +44,7 @@ async def lifespan(app: FastAPI):
     yield
 
     # Shutdown
-    logger.info("Shutting down leggend service...")
+    logger.info("Shutting down leggen server...")
     scheduler.shutdown()
 
 
@@ -54,7 +56,7 @@ def create_app() -> FastAPI:
         version = "unknown"
 
     app = FastAPI(
-        title="Leggend API",
+        title="Leggen API",
         description="Open Banking API for Leggen",
         version=version,
         lifespan=lifespan,
@@ -87,13 +89,13 @@ def create_app() -> FastAPI:
             version = metadata.version("leggen")
         except metadata.PackageNotFoundError:
             version = "unknown"
-        return {"message": "Leggend API is running", "version": version}
+        return {"message": "Leggen API is running", "version": version}
 
     @app.get("/api/v1/health")
     async def health():
         """Health check endpoint for API connectivity"""
         try:
-            from leggend.api.models.common import APIResponse
+            from leggen.api.models.common import APIResponse
 
             config_loaded = config._config is not None
 
@@ -108,7 +110,7 @@ def create_app() -> FastAPI:
             )
         except Exception as e:
             logger.error(f"Health check failed: {e}")
-            from leggend.api.models.common import APIResponse
+            from leggen.api.models.common import APIResponse
 
             return APIResponse(
                 success=False,
@@ -119,61 +121,58 @@ def create_app() -> FastAPI:
     return app
 
 
-def main():
-    import argparse
-    from pathlib import Path
-    from leggen.utils.paths import path_manager
+@click.command()
+@click.option(
+    "--reload",
+    is_flag=True,
+    help="Enable auto-reload for development",
+)
+@click.option(
+    "--host",
+    default="0.0.0.0",
+    help="Host to bind to (default: 0.0.0.0)",
+)
+@click.option(
+    "--port",
+    type=int,
+    default=8000,
+    help="Port to bind to (default: 8000)",
+)
+@click.pass_context
+def server(ctx: click.Context, reload: bool, host: str, port: int):
+    """Start the Leggen API server"""
 
-    parser = argparse.ArgumentParser(description="Start the Leggend API service")
-    parser.add_argument(
-        "--reload", action="store_true", help="Enable auto-reload for development"
-    )
-    parser.add_argument(
-        "--host", default="0.0.0.0", help="Host to bind to (default: 0.0.0.0)"
-    )
-    parser.add_argument(
-        "--port", type=int, default=8000, help="Port to bind to (default: 8000)"
-    )
-    parser.add_argument(
-        "--config-dir",
-        type=Path,
-        help="Directory containing configuration files (default: ~/.config/leggen)",
-    )
-    parser.add_argument(
-        "--database",
-        type=Path,
-        help="Path to SQLite database file (default: <config-dir>/leggen.db)",
-    )
-    args = parser.parse_args()
+    # Get config_dir and database from main CLI context
+    config_dir = None
+    database = None
+    if ctx.parent:
+        config_dir = ctx.parent.params.get("config_dir")
+        database = ctx.parent.params.get("database")
 
     # Set up path manager with user-provided paths
-    if args.config_dir:
-        path_manager.set_config_dir(args.config_dir)
-    if args.database:
-        path_manager.set_database_path(args.database)
+    if config_dir:
+        path_manager.set_config_dir(config_dir)
+    if database:
+        path_manager.set_database_path(database)
 
-    if args.reload:
+    if reload:
         # Use string import for reload to work properly
         uvicorn.run(
-            "leggend.main:create_app",
+            "leggen.commands.server:create_app",
             factory=True,
-            host=args.host,
-            port=args.port,
+            host=host,
+            port=port,
             log_level="info",
             access_log=True,
             reload=True,
-            reload_dirs=["leggend", "leggen"],  # Watch both directories
+            reload_dirs=["leggen"],  # Watch leggen directory
         )
     else:
         app = create_app()
         uvicorn.run(
             app,
-            host=args.host,
-            port=args.port,
+            host=host,
+            port=port,
             log_level="info",
             access_log=True,
         )
-
-
-if __name__ == "__main__":
-    main()

leggen/commands/status.py

@@ -1,7 +1,7 @@
 import click
 
+from leggen.api_client import LeggenAPIClient
 from leggen.main import cli
-from leggen.api_client import LeggendAPIClient
 from leggen.utils.text import datefmt, echo, info, print_table
 
 
@@ -11,12 +11,12 @@ def status(ctx: click.Context):
     """
     List all connected banks and their status
     """
-    api_client = LeggendAPIClient(ctx.obj.get("api_url"))
+    api_client = LeggenAPIClient(ctx.obj.get("api_url"))
 
-    # Check if leggend service is available
+    # Check if leggen server is available
     if not api_client.health_check():
         click.echo(
-            "Error: Cannot connect to leggend service. Please ensure it's running."
+            "Error: Cannot connect to leggen server. Please ensure it's running."
         )
         return
 

leggen/commands/sync.py

@@ -1,7 +1,7 @@
 import click
 
+from leggen.api_client import LeggenAPIClient
 from leggen.main import cli
-from leggen.api_client import LeggendAPIClient
 from leggen.utils.text import error, info, success
 
 
@@ -13,11 +13,11 @@ def sync(ctx: click.Context, wait: bool, force: bool):
     """
     Sync all transactions with database
     """
-    api_client = LeggendAPIClient(ctx.obj.get("api_url"))
+    api_client = LeggenAPIClient(ctx.obj.get("api_url"))
 
-    # Check if leggend service is available
+    # Check if leggen server is available
     if not api_client.health_check():
-        error("Cannot connect to leggend service. Please ensure it's running.")
+        error("Cannot connect to leggen server. Please ensure it's running.")
         return
 
     try:

leggen/commands/transactions.py

@@ -1,7 +1,7 @@
 import click
 
+from leggen.api_client import LeggenAPIClient
 from leggen.main import cli
-from leggen.api_client import LeggendAPIClient
 from leggen.utils.text import datefmt, info, print_table
 
 
@@ -20,12 +20,12 @@ def transactions(ctx: click.Context, account: str, limit: int, full: bool):
 
     If the --account option is used, it will only list transactions for that account.
     """
-    api_client = LeggendAPIClient(ctx.obj.get("api_url"))
+    api_client = LeggenAPIClient(ctx.obj.get("api_url"))
 
-    # Check if leggend service is available
+    # Check if leggen server is available
     if not api_client.health_check():
         click.echo(
-            "Error: Cannot connect to leggend service. Please ensure it's running."
+            "Error: Cannot connect to leggen server. Please ensure it's running."
         )
         return
 

leggen/database/sqlite.py

@@ -1,522 +0,0 @@
-import json
-import sqlite3
-from sqlite3 import IntegrityError
-
-import click
-
-from leggen.utils.text import success, warning
-from leggen.utils.paths import path_manager
-
-
-def persist_balances(ctx: click.Context, balance: dict):
-    # Connect to SQLite database
-    db_path = path_manager.get_database_path()
-    conn = sqlite3.connect(str(db_path))
-    cursor = conn.cursor()
-
-    # Create the accounts table if it doesn't exist
-    cursor.execute(
-        """CREATE TABLE IF NOT EXISTS accounts (
-        id TEXT PRIMARY KEY,
-        institution_id TEXT,
-        status TEXT,
-        iban TEXT,
-        name TEXT,
-        currency TEXT,
-        created DATETIME,
-        last_accessed DATETIME,
-        last_updated DATETIME
-    )"""
-    )
-
-    # Create indexes for accounts table
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_accounts_institution_id
-           ON accounts(institution_id)"""
-    )
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_accounts_status
-           ON accounts(status)"""
-    )
-
-    # Create the balances table if it doesn't exist
-    cursor.execute(
-        """CREATE TABLE IF NOT EXISTS balances (
-        id INTEGER PRIMARY KEY AUTOINCREMENT,
-        account_id TEXT,
-        bank TEXT,
-        status TEXT,
-        iban TEXT,
-        amount REAL,
-        currency TEXT,
-        type TEXT,
-        timestamp DATETIME
-    )"""
-    )
-
-    # Create indexes for better performance
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_balances_account_id
-           ON balances(account_id)"""
-    )
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_balances_timestamp
-           ON balances(timestamp)"""
-    )
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_balances_account_type_timestamp
-           ON balances(account_id, type, timestamp)"""
-    )
-
-    # Insert balance into SQLite database
-    try:
-        cursor.execute(
-            """INSERT INTO balances (
-            account_id,
-            bank,
-            status,
-            iban,
-            amount,
-            currency,
-            type,
-            timestamp
-        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?)""",
-            (
-                balance["account_id"],
-                balance["bank"],
-                balance["status"],
-                balance["iban"],
-                balance["amount"],
-                balance["currency"],
-                balance["type"],
-                balance["timestamp"],
-            ),
-        )
-    except IntegrityError:
-        warning(f"[{balance['account_id']}] Skipped duplicate balance")
-
-    # Commit changes and close the connection
-    conn.commit()
-    conn.close()
-
-    success(f"[{balance['account_id']}] Inserted balance of type {balance['type']}")
-
-    return balance
-
-
-def persist_transactions(ctx: click.Context, account: str, transactions: list) -> list:
-    # Connect to SQLite database
-    db_path = path_manager.get_database_path()
-    conn = sqlite3.connect(str(db_path))
-    cursor = conn.cursor()
-
-    # Create the transactions table if it doesn't exist
-    cursor.execute(
-        """CREATE TABLE IF NOT EXISTS transactions (
-        accountId TEXT NOT NULL,
-        transactionId TEXT NOT NULL,
-        internalTransactionId TEXT,
-        institutionId TEXT,
-        iban TEXT,
-        transactionDate DATETIME,
-        description TEXT,
-        transactionValue REAL,
-        transactionCurrency TEXT,
-        transactionStatus TEXT,
-        rawTransaction JSON,
-        PRIMARY KEY (accountId, transactionId)
-    )"""
-    )
-
-    # Create indexes for better performance
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_transactions_internal_id
-           ON transactions(internalTransactionId)"""
-    )
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_transactions_date
-           ON transactions(transactionDate)"""
-    )
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_transactions_account_date
-           ON transactions(accountId, transactionDate)"""
-    )
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_transactions_amount
-           ON transactions(transactionValue)"""
-    )
-
-    # Insert transactions into SQLite database
-    duplicates_count = 0
-
-    # Prepare an SQL statement for inserting data
-    insert_sql = """INSERT OR REPLACE INTO transactions (
-        accountId,
-        transactionId,
-        internalTransactionId,
-        institutionId,
-        iban,
-        transactionDate,
-        description,
-        transactionValue,
-        transactionCurrency,
-        transactionStatus,
-        rawTransaction
-    ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)"""
-
-    new_transactions = []
-
-    for transaction in transactions:
-        try:
-            cursor.execute(
-                insert_sql,
-                (
-                    transaction["accountId"],
-                    transaction["transactionId"],
-                    transaction.get("internalTransactionId"),
-                    transaction["institutionId"],
-                    transaction["iban"],
-                    transaction["transactionDate"],
-                    transaction["description"],
-                    transaction["transactionValue"],
-                    transaction["transactionCurrency"],
-                    transaction["transactionStatus"],
-                    json.dumps(transaction["rawTransaction"]),
-                ),
-            )
-            new_transactions.append(transaction)
-        except IntegrityError:
-            # A transaction with the same ID already exists, indicating a duplicate
-            duplicates_count += 1
-
-    # Commit changes and close the connection
-    conn.commit()
-    conn.close()
-
-    success(f"[{account}] Inserted {len(new_transactions)} new transactions")
-    if duplicates_count:
-        warning(f"[{account}] Skipped {duplicates_count} duplicate transactions")
-
-    return new_transactions
-
-
-def get_transactions(
-    account_id=None,
-    limit=100,
-    offset=0,
-    date_from=None,
-    date_to=None,
-    min_amount=None,
-    max_amount=None,
-    search=None,
-):
-    """Get transactions from SQLite database with optional filtering"""
-    db_path = path_manager.get_database_path()
-    if not db_path.exists():
-        return []
-    conn = sqlite3.connect(str(db_path))
-    conn.row_factory = sqlite3.Row  # Enable dict-like access
-    cursor = conn.cursor()
-
-    # Build query with filters
-    query = "SELECT * FROM transactions WHERE 1=1"
-    params = []
-
-    if account_id:
-        query += " AND accountId = ?"
-        params.append(account_id)
-
-    if date_from:
-        query += " AND transactionDate >= ?"
-        params.append(date_from)
-
-    if date_to:
-        query += " AND transactionDate <= ?"
-        params.append(date_to)
-
-    if min_amount is not None:
-        query += " AND transactionValue >= ?"
-        params.append(min_amount)
-
-    if max_amount is not None:
-        query += " AND transactionValue <= ?"
-        params.append(max_amount)
-
-    if search:
-        query += " AND description LIKE ?"
-        params.append(f"%{search}%")
-
-    # Add ordering and pagination
-    query += " ORDER BY transactionDate DESC"
-
-    if limit:
-        query += " LIMIT ?"
-        params.append(limit)
-
-    if offset:
-        query += " OFFSET ?"
-        params.append(offset)
-
-    try:
-        cursor.execute(query, params)
-        rows = cursor.fetchall()
-
-        # Convert to list of dicts and parse JSON fields
-        transactions = []
-        for row in rows:
-            transaction = dict(row)
-            if transaction["rawTransaction"]:
-                transaction["rawTransaction"] = json.loads(
-                    transaction["rawTransaction"]
-                )
-            transactions.append(transaction)
-
-        conn.close()
-        return transactions
-
-    except Exception as e:
-        conn.close()
-        raise e
-
-
-def get_balances(account_id=None):
-    """Get latest balances from SQLite database"""
-    db_path = path_manager.get_database_path()
-    if not db_path.exists():
-        return []
-    conn = sqlite3.connect(str(db_path))
-    conn.row_factory = sqlite3.Row
-    cursor = conn.cursor()
-
-    # Get latest balance for each account_id and type combination
-    query = """
-        SELECT * FROM balances b1
-        WHERE b1.timestamp = (
-            SELECT MAX(b2.timestamp)
-            FROM balances b2
-            WHERE b2.account_id = b1.account_id AND b2.type = b1.type
-        )
-    """
-    params = []
-
-    if account_id:
-        query += " AND b1.account_id = ?"
-        params.append(account_id)
-
-    query += " ORDER BY b1.account_id, b1.type"
-
-    try:
-        cursor.execute(query, params)
-        rows = cursor.fetchall()
-
-        balances = [dict(row) for row in rows]
-        conn.close()
-        return balances
-
-    except Exception as e:
-        conn.close()
-        raise e
-
-
-def get_account_summary(account_id):
-    """Get basic account info from transactions table (avoids GoCardless API call)"""
-    db_path = path_manager.get_database_path()
-    if not db_path.exists():
-        return None
-    conn = sqlite3.connect(str(db_path))
-    conn.row_factory = sqlite3.Row
-    cursor = conn.cursor()
-
-    try:
-        # Get account info from most recent transaction
-        cursor.execute(
-            """
-            SELECT DISTINCT accountId, institutionId, iban
-            FROM transactions
-            WHERE accountId = ?
-            ORDER BY transactionDate DESC
-            LIMIT 1
-        """,
-            (account_id,),
-        )
-
-        row = cursor.fetchone()
-        conn.close()
-
-        if row:
-            return dict(row)
-        return None
-
-    except Exception as e:
-        conn.close()
-        raise e
-
-
-def get_transaction_count(account_id=None, **filters):
-    """Get total count of transactions matching filters"""
-    db_path = path_manager.get_database_path()
-    if not db_path.exists():
-        return 0
-    conn = sqlite3.connect(str(db_path))
-    cursor = conn.cursor()
-
-    query = "SELECT COUNT(*) FROM transactions WHERE 1=1"
-    params = []
-
-    if account_id:
-        query += " AND accountId = ?"
-        params.append(account_id)
-
-    # Add same filters as get_transactions
-    if filters.get("date_from"):
-        query += " AND transactionDate >= ?"
-        params.append(filters["date_from"])
-
-    if filters.get("date_to"):
-        query += " AND transactionDate <= ?"
-        params.append(filters["date_to"])
-
-    if filters.get("min_amount") is not None:
-        query += " AND transactionValue >= ?"
-        params.append(filters["min_amount"])
-
-    if filters.get("max_amount") is not None:
-        query += " AND transactionValue <= ?"
-        params.append(filters["max_amount"])
-
-    if filters.get("search"):
-        query += " AND description LIKE ?"
-        params.append(f"%{filters['search']}%")
-
-    try:
-        cursor.execute(query, params)
-        count = cursor.fetchone()[0]
-        conn.close()
-        return count
-
-    except Exception as e:
-        conn.close()
-        raise e
-
-
-def persist_account(account_data: dict):
-    """Persist account details to SQLite database"""
-    db_path = path_manager.get_database_path()
-    conn = sqlite3.connect(str(db_path))
-    cursor = conn.cursor()
-
-    # Create the accounts table if it doesn't exist
-    cursor.execute(
-        """CREATE TABLE IF NOT EXISTS accounts (
-        id TEXT PRIMARY KEY,
-        institution_id TEXT,
-        status TEXT,
-        iban TEXT,
-        name TEXT,
-        currency TEXT,
-        created DATETIME,
-        last_accessed DATETIME,
-        last_updated DATETIME
-    )"""
-    )
-
-    # Create indexes for accounts table
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_accounts_institution_id
-           ON accounts(institution_id)"""
-    )
-    cursor.execute(
-        """CREATE INDEX IF NOT EXISTS idx_accounts_status
-           ON accounts(status)"""
-    )
-
-    try:
-        # Insert or replace account data
-        cursor.execute(
-            """INSERT OR REPLACE INTO accounts (
-            id,
-            institution_id,
-            status,
-            iban,
-            name,
-            currency,
-            created,
-            last_accessed,
-            last_updated
-        ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)""",
-            (
-                account_data["id"],
-                account_data["institution_id"],
-                account_data["status"],
-                account_data.get("iban"),
-                account_data.get("name"),
-                account_data.get("currency"),
-                account_data["created"],
-                account_data.get("last_accessed"),
-                account_data.get("last_updated", account_data["created"]),
-            ),
-        )
-        conn.commit()
-        conn.close()
-
-        success(f"[{account_data['id']}] Account details persisted to database")
-        return account_data
-
-    except Exception as e:
-        conn.close()
-        raise e
-
-
-def get_accounts(account_ids=None):
-    """Get account details from SQLite database"""
-    db_path = path_manager.get_database_path()
-    if not db_path.exists():
-        return []
-    conn = sqlite3.connect(str(db_path))
-    conn.row_factory = sqlite3.Row
-    cursor = conn.cursor()
-
-    query = "SELECT * FROM accounts"
-    params = []
-
-    if account_ids:
-        placeholders = ",".join("?" * len(account_ids))
-        query += f" WHERE id IN ({placeholders})"
-        params.extend(account_ids)
-
-    query += " ORDER BY created DESC"
-
-    try:
-        cursor.execute(query, params)
-        rows = cursor.fetchall()
-
-        accounts = [dict(row) for row in rows]
-        conn.close()
-        return accounts
-
-    except Exception as e:
-        conn.close()
-        raise e
-
-
-def get_account(account_id: str):
-    """Get specific account details from SQLite database"""
-    db_path = path_manager.get_database_path()
-    if not db_path.exists():
-        return None
-    conn = sqlite3.connect(str(db_path))
-    conn.row_factory = sqlite3.Row
-    cursor = conn.cursor()
-
-    try:
-        cursor.execute("SELECT * FROM accounts WHERE id = ?", (account_id,))
-        row = cursor.fetchone()
-        conn.close()
-
-        if row:
-            return dict(row)
-        return None
-
-    except Exception as e:
-        conn.close()
-        raise e

leggen/main.py

@@ -6,8 +6,8 @@ from pathlib import Path
 import click
 
 from leggen.utils.config import load_config
-from leggen.utils.text import error
 from leggen.utils.paths import path_manager
+from leggen.utils.text import error
 
 cmd_folder = os.path.abspath(os.path.join(os.path.dirname(__file__), "commands"))
 
@@ -105,9 +105,9 @@ class Group(click.Group):
     "--api-url",
     type=str,
     default="http://localhost:8000",
-    envvar="LEGGEND_API_URL",
+    envvar="LEGGEN_API_URL",
     show_envvar=True,
-    help="URL of the leggend API service",
+    help="URL of the leggen API service",
 )
 @click.group(
     cls=Group,

leggen/models/config.py

@@ -0,0 +1,65 @@
+from typing import List, Optional
+
+from pydantic import BaseModel, Field
+
+
+class GoCardlessConfig(BaseModel):
+    key: str = Field(..., description="GoCardless API key")
+    secret: str = Field(..., description="GoCardless API secret")
+    url: str = Field(
+        default="https://bankaccountdata.gocardless.com/api/v2",
+        description="GoCardless API URL",
+    )
+
+
+class DatabaseConfig(BaseModel):
+    sqlite: bool = Field(default=True, description="Enable SQLite database")
+
+
+class DiscordNotificationConfig(BaseModel):
+    webhook: str = Field(..., description="Discord webhook URL")
+    enabled: bool = Field(default=True, description="Enable Discord notifications")
+
+
+class TelegramNotificationConfig(BaseModel):
+    token: str = Field(..., alias="api-key", description="Telegram bot token")
+    chat_id: int = Field(..., alias="chat-id", description="Telegram chat ID")
+    enabled: bool = Field(default=True, description="Enable Telegram notifications")
+
+
+class NotificationConfig(BaseModel):
+    discord: Optional[DiscordNotificationConfig] = None
+    telegram: Optional[TelegramNotificationConfig] = None
+
+
+class FilterConfig(BaseModel):
+    case_insensitive: Optional[List[str]] = Field(
+        default_factory=list, alias="case-insensitive"
+    )
+    case_sensitive: Optional[List[str]] = Field(
+        default_factory=list, alias="case-sensitive"
+    )
+
+
+class SyncScheduleConfig(BaseModel):
+    enabled: bool = Field(default=True, description="Enable sync scheduling")
+    hour: int = Field(default=3, ge=0, le=23, description="Hour to run sync (0-23)")
+    minute: int = Field(default=0, ge=0, le=59, description="Minute to run sync (0-59)")
+    cron: Optional[str] = Field(
+        default=None, description="Custom cron expression (overrides hour/minute)"
+    )
+
+
+class SchedulerConfig(BaseModel):
+    sync: SyncScheduleConfig = Field(default_factory=SyncScheduleConfig)
+
+
+class Config(BaseModel):
+    gocardless: GoCardlessConfig
+    database: DatabaseConfig = Field(default_factory=DatabaseConfig)
+    notifications: Optional[NotificationConfig] = None
+    filters: Optional[FilterConfig] = None
+    scheduler: SchedulerConfig = Field(default_factory=SchedulerConfig)
+
+    class Config:
+        validate_by_name = True

leggen/services/database_service.py

@@ -1,11 +1,12 @@
-from datetime import datetime
-from typing import List, Dict, Any, Optional
+import json
 import sqlite3
+from datetime import datetime, timedelta
+from typing import Any, Dict, List, Optional
 
 from loguru import logger
 
-from leggend.config import config
-import leggen.database.sqlite as sqlite_db
+from leggen.services.transaction_processor import TransactionProcessor
+from leggen.utils.config import config
 from leggen.utils.paths import path_manager
 
 
@@ -13,6 +14,7 @@ class DatabaseService:
     def __init__(self):
         self.db_config = config.database_config
         self.sqlite_enabled = self.db_config.get("sqlite", True)
+        self.transaction_processor = TransactionProcessor()
 
     async def persist_balance(
         self, account_id: str, balance_data: Dict[str, Any]
@@ -41,84 +43,14 @@ class DatabaseService:
         transaction_data: Dict[str, Any],
     ) -> List[Dict[str, Any]]:
         """Process raw transaction data into standardized format"""
-        transactions = []
-
-        # Process booked transactions
-        for transaction in transaction_data.get("transactions", {}).get("booked", []):
-            processed = self._process_single_transaction(
-                account_id, account_info, transaction, "booked"
+        return self.transaction_processor.process_transactions(
+            account_id, account_info, transaction_data
         )
-            transactions.append(processed)
-
-        # Process pending transactions
-        for transaction in transaction_data.get("transactions", {}).get("pending", []):
-            processed = self._process_single_transaction(
-                account_id, account_info, transaction, "pending"
-            )
-            transactions.append(processed)
-
-        return transactions
-
-    def _process_single_transaction(
-        self,
-        account_id: str,
-        account_info: Dict[str, Any],
-        transaction: Dict[str, Any],
-        status: str,
-    ) -> Dict[str, Any]:
-        """Process a single transaction into standardized format"""
-        # Extract dates
-        booked_date = transaction.get("bookingDateTime") or transaction.get(
-            "bookingDate"
-        )
-        value_date = transaction.get("valueDateTime") or transaction.get("valueDate")
-
-        if booked_date and value_date:
-            min_date = min(
-                datetime.fromisoformat(booked_date), datetime.fromisoformat(value_date)
-            )
-        else:
-            date_str = booked_date or value_date
-            if not date_str:
-                raise ValueError("No valid date found in transaction")
-            min_date = datetime.fromisoformat(date_str)
-
-        # Extract amount and currency
-        transaction_amount = transaction.get("transactionAmount", {})
-        amount = float(transaction_amount.get("amount", 0))
-        currency = transaction_amount.get("currency", "")
-
-        # Extract description
-        description = transaction.get(
-            "remittanceInformationUnstructured",
-            ",".join(transaction.get("remittanceInformationUnstructuredArray", [])),
-        )
-
-        # Extract transaction IDs - transactionId is now primary, internalTransactionId is reference
-        transaction_id = transaction.get("transactionId")
-        internal_transaction_id = transaction.get("internalTransactionId")
-
-        if not transaction_id:
-            raise ValueError("Transaction missing required transactionId field")
-
-        return {
-            "accountId": account_id,
-            "transactionId": transaction_id,
-            "internalTransactionId": internal_transaction_id,
-            "institutionId": account_info["institution_id"],
-            "iban": account_info.get("iban", "N/A"),
-            "transactionDate": min_date,
-            "description": description,
-            "transactionValue": amount,
-            "transactionCurrency": currency,
-            "transactionStatus": status,
-            "rawTransaction": transaction,
-        }
 
     async def get_transactions_from_db(
         self,
         account_id: Optional[str] = None,
-        limit: Optional[int] = 100,
+        limit: Optional[int] = None,  # None means no limit, used for stats
         offset: Optional[int] = 0,
         date_from: Optional[str] = None,
         date_to: Optional[str] = None,
@@ -132,9 +64,9 @@ class DatabaseService:
             return []
 
         try:
-            transactions = sqlite_db.get_transactions(
+            transactions = self._get_transactions(
                 account_id=account_id,
-                limit=limit or 100,
+                limit=limit,  # Pass limit as-is, None means no limit
                 offset=offset or 0,
                 date_from=date_from,
                 date_to=date_to,
@@ -172,7 +104,7 @@ class DatabaseService:
             # Remove None values
             filters = {k: v for k, v in filters.items() if v is not None}
 
-            count = sqlite_db.get_transaction_count(account_id=account_id, **filters)
+            count = self._get_transaction_count(account_id=account_id, **filters)
             logger.debug(f"Total transaction count: {count}")
             return count
         except Exception as e:
@@ -188,13 +120,31 @@ class DatabaseService:
             return []
 
         try:
-            balances = sqlite_db.get_balances(account_id=account_id)
+            balances = self._get_balances(account_id=account_id)
             logger.debug(f"Retrieved {len(balances)} balances from database")
             return balances
         except Exception as e:
             logger.error(f"Failed to get balances from database: {e}")
             return []
 
+    async def get_historical_balances_from_db(
+        self, account_id: Optional[str] = None, days: int = 365
+    ) -> List[Dict[str, Any]]:
+        """Get historical balance progression from SQLite database"""
+        if not self.sqlite_enabled:
+            logger.warning("SQLite database disabled, cannot read historical balances")
+            return []
+
+        try:
+            balances = self._get_historical_balances(account_id=account_id, days=days)
+            logger.debug(
+                f"Retrieved {len(balances)} historical balance points from database"
+            )
+            return balances
+        except Exception as e:
+            logger.error(f"Failed to get historical balances from database: {e}")
+            return []
+
     async def get_account_summary_from_db(
         self, account_id: str
     ) -> Optional[Dict[str, Any]]:
@@ -203,7 +153,7 @@ class DatabaseService:
             return None
 
         try:
-            summary = sqlite_db.get_account_summary(account_id)
+            summary = self._get_account_summary(account_id)
             if summary:
                 logger.debug(
                     f"Retrieved account summary from database for {account_id}"
@@ -230,7 +180,7 @@ class DatabaseService:
             return []
 
         try:
-            accounts = sqlite_db.get_accounts(account_ids=account_ids)
+            accounts = self._get_accounts(account_ids=account_ids)
             logger.debug(f"Retrieved {len(accounts)} accounts from database")
             return accounts
         except Exception as e:
@@ -246,7 +196,7 @@ class DatabaseService:
             return None
 
         try:
-            account = sqlite_db.get_account(account_id)
+            account = self._get_account(account_id)
             if account:
                 logger.debug(
                     f"Retrieved account details from database for {account_id}"
@@ -265,6 +215,7 @@ class DatabaseService:
         await self._migrate_balance_timestamps_if_needed()
         await self._migrate_null_transaction_ids_if_needed()
         await self._migrate_to_composite_key_if_needed()
+        await self._migrate_add_display_name_if_needed()
 
     async def _migrate_balance_timestamps_if_needed(self):
         """Check and migrate balance timestamps if needed"""
@@ -682,6 +633,79 @@ class DatabaseService:
             logger.error(f"Composite key migration failed: {e}")
             raise
 
+    async def _migrate_add_display_name_if_needed(self):
+        """Check and add display_name column to accounts table if needed"""
+        try:
+            if await self._check_display_name_migration_needed():
+                logger.info("Display name column migration needed, starting...")
+                await self._migrate_add_display_name()
+                logger.info("Display name column migration completed")
+            else:
+                logger.info("Display name column already exists")
+        except Exception as e:
+            logger.error(f"Display name column migration failed: {e}")
+            raise
+
+    async def _check_display_name_migration_needed(self) -> bool:
+        """Check if display_name column needs to be added to accounts table"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return False
+
+        try:
+            conn = sqlite3.connect(str(db_path))
+            cursor = conn.cursor()
+
+            # Check if accounts table exists
+            cursor.execute(
+                "SELECT name FROM sqlite_master WHERE type='table' AND name='accounts'"
+            )
+            if not cursor.fetchone():
+                conn.close()
+                return False
+
+            # Check if display_name column exists
+            cursor.execute("PRAGMA table_info(accounts)")
+            columns = cursor.fetchall()
+
+            # Check if display_name column exists
+            has_display_name = any(col[1] == "display_name" for col in columns)
+
+            conn.close()
+            return not has_display_name
+
+        except Exception as e:
+            logger.error(f"Failed to check display_name migration status: {e}")
+            return False
+
+    async def _migrate_add_display_name(self):
+        """Add display_name column to accounts table"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            logger.warning("Database file not found, skipping migration")
+            return
+
+        try:
+            conn = sqlite3.connect(str(db_path))
+            cursor = conn.cursor()
+
+            logger.info("Adding display_name column to accounts table...")
+
+            # Add the display_name column
+            cursor.execute("""
+                ALTER TABLE accounts 
+                ADD COLUMN display_name TEXT
+            """)
+
+            conn.commit()
+            conn.close()
+
+            logger.info("Display name column migration completed successfully")
+
+        except Exception as e:
+            logger.error(f"Display name column migration failed: {e}")
+            raise
+
     def _unix_to_datetime_string(self, unix_timestamp: float) -> str:
         """Convert Unix timestamp to datetime string"""
         dt = datetime.fromtimestamp(unix_timestamp)
@@ -770,8 +794,8 @@ class DatabaseService:
     ) -> List[Dict[str, Any]]:
         """Persist transactions to SQLite"""
         try:
-            import sqlite3
             import json
+            import sqlite3
 
             db_path = path_manager.get_database_path()
             conn = sqlite3.connect(str(db_path))
@@ -873,7 +897,7 @@ class DatabaseService:
         """Persist account details to SQLite"""
         try:
             # Use the sqlite_db module function
-            sqlite_db.persist_account(account_data)
+            self._persist_account(account_data)
 
             logger.info(
                 f"Persisted account details to SQLite for account {account_data['id']}"
@@ -881,3 +905,513 @@ class DatabaseService:
         except Exception as e:
             logger.error(f"Failed to persist account details to SQLite: {e}")
             raise
+
+    def _get_transactions(
+        self,
+        account_id=None,
+        limit=100,
+        offset=0,
+        date_from=None,
+        date_to=None,
+        min_amount=None,
+        max_amount=None,
+        search=None,
+    ):
+        """Get transactions from SQLite database with optional filtering"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return []
+        conn = sqlite3.connect(str(db_path))
+        conn.row_factory = sqlite3.Row  # Enable dict-like access
+        cursor = conn.cursor()
+
+        # Build query with filters
+        query = "SELECT * FROM transactions WHERE 1=1"
+        params = []
+
+        if account_id:
+            query += " AND accountId = ?"
+            params.append(account_id)
+
+        if date_from:
+            query += " AND transactionDate >= ?"
+            params.append(date_from)
+
+        if date_to:
+            query += " AND transactionDate <= ?"
+            params.append(date_to)
+
+        if min_amount is not None:
+            query += " AND transactionValue >= ?"
+            params.append(min_amount)
+
+        if max_amount is not None:
+            query += " AND transactionValue <= ?"
+            params.append(max_amount)
+
+        if search:
+            query += " AND description LIKE ?"
+            params.append(f"%{search}%")
+
+        # Add ordering and pagination
+        query += " ORDER BY transactionDate DESC"
+
+        if limit:
+            query += " LIMIT ?"
+            params.append(limit)
+
+        if offset:
+            query += " OFFSET ?"
+            params.append(offset)
+
+        try:
+            cursor.execute(query, params)
+            rows = cursor.fetchall()
+
+            # Convert to list of dicts and parse JSON fields
+            transactions = []
+            for row in rows:
+                transaction = dict(row)
+                if transaction["rawTransaction"]:
+                    transaction["rawTransaction"] = json.loads(
+                        transaction["rawTransaction"]
+                    )
+                transactions.append(transaction)
+
+            conn.close()
+            return transactions
+
+        except Exception as e:
+            conn.close()
+            raise e
+
+    def _get_balances(self, account_id=None):
+        """Get latest balances from SQLite database"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return []
+        conn = sqlite3.connect(str(db_path))
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+
+        # Get latest balance for each account_id and type combination
+        query = """
+            SELECT * FROM balances b1
+            WHERE b1.timestamp = (
+                SELECT MAX(b2.timestamp)
+                FROM balances b2
+                WHERE b2.account_id = b1.account_id AND b2.type = b1.type
+            )
+        """
+        params = []
+
+        if account_id:
+            query += " AND b1.account_id = ?"
+            params.append(account_id)
+
+        query += " ORDER BY b1.account_id, b1.type"
+
+        try:
+            cursor.execute(query, params)
+            rows = cursor.fetchall()
+
+            balances = [dict(row) for row in rows]
+            conn.close()
+            return balances
+
+        except Exception as e:
+            conn.close()
+            raise e
+
+    def _get_account_summary(self, account_id):
+        """Get basic account info from transactions table (avoids GoCardless API call)"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return None
+        conn = sqlite3.connect(str(db_path))
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+
+        try:
+            # Get account info from most recent transaction
+            cursor.execute(
+                """
+                SELECT DISTINCT accountId, institutionId, iban
+                FROM transactions
+                WHERE accountId = ?
+                ORDER BY transactionDate DESC
+                LIMIT 1
+            """,
+                (account_id,),
+            )
+
+            row = cursor.fetchone()
+            conn.close()
+
+            if row:
+                return dict(row)
+            return None
+
+        except Exception as e:
+            conn.close()
+            raise e
+
+    def _get_transaction_count(self, account_id=None, **filters):
+        """Get total count of transactions matching filters"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return 0
+        conn = sqlite3.connect(str(db_path))
+        cursor = conn.cursor()
+
+        query = "SELECT COUNT(*) FROM transactions WHERE 1=1"
+        params = []
+
+        if account_id:
+            query += " AND accountId = ?"
+            params.append(account_id)
+
+        # Add same filters as get_transactions
+        if filters.get("date_from"):
+            query += " AND transactionDate >= ?"
+            params.append(filters["date_from"])
+
+        if filters.get("date_to"):
+            query += " AND transactionDate <= ?"
+            params.append(filters["date_to"])
+
+        if filters.get("min_amount") is not None:
+            query += " AND transactionValue >= ?"
+            params.append(filters["min_amount"])
+
+        if filters.get("max_amount") is not None:
+            query += " AND transactionValue <= ?"
+            params.append(filters["max_amount"])
+
+        if filters.get("search"):
+            query += " AND description LIKE ?"
+            params.append(f"%{filters['search']}%")
+
+        try:
+            cursor.execute(query, params)
+            count = cursor.fetchone()[0]
+            conn.close()
+            return count
+
+        except Exception as e:
+            conn.close()
+            raise e
+
+    def _persist_account(self, account_data: dict):
+        """Persist account details to SQLite database"""
+        db_path = path_manager.get_database_path()
+        conn = sqlite3.connect(str(db_path))
+        cursor = conn.cursor()
+
+        # Create the accounts table if it doesn't exist
+        cursor.execute(
+            """CREATE TABLE IF NOT EXISTS accounts (
+            id TEXT PRIMARY KEY,
+            institution_id TEXT,
+            status TEXT,
+            iban TEXT,
+            name TEXT,
+            currency TEXT,
+            created DATETIME,
+            last_accessed DATETIME,
+            last_updated DATETIME,
+            display_name TEXT
+        )"""
+        )
+
+        # Create indexes for accounts table
+        cursor.execute(
+            """CREATE INDEX IF NOT EXISTS idx_accounts_institution_id
+               ON accounts(institution_id)"""
+        )
+        cursor.execute(
+            """CREATE INDEX IF NOT EXISTS idx_accounts_status
+               ON accounts(status)"""
+        )
+
+        try:
+            # First, check if account exists and preserve display_name
+            cursor.execute(
+                "SELECT display_name FROM accounts WHERE id = ?", (account_data["id"],)
+            )
+            existing_row = cursor.fetchone()
+            existing_display_name = existing_row[0] if existing_row else None
+
+            # Use existing display_name if not provided in account_data
+            display_name = account_data.get("display_name", existing_display_name)
+
+            # Insert or replace account data
+            cursor.execute(
+                """INSERT OR REPLACE INTO accounts (
+                id,
+                institution_id,
+                status,
+                iban,
+                name,
+                currency,
+                created,
+                last_accessed,
+                last_updated,
+                display_name
+            ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)""",
+                (
+                    account_data["id"],
+                    account_data["institution_id"],
+                    account_data["status"],
+                    account_data.get("iban"),
+                    account_data.get("name"),
+                    account_data.get("currency"),
+                    account_data["created"],
+                    account_data.get("last_accessed"),
+                    account_data.get("last_updated", account_data["created"]),
+                    display_name,
+                ),
+            )
+            conn.commit()
+            conn.close()
+
+            return account_data
+
+        except Exception as e:
+            conn.close()
+            raise e
+
+    def _get_accounts(self, account_ids=None):
+        """Get account details from SQLite database"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return []
+        conn = sqlite3.connect(str(db_path))
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+
+        query = "SELECT * FROM accounts"
+        params = []
+
+        if account_ids:
+            placeholders = ",".join("?" * len(account_ids))
+            query += f" WHERE id IN ({placeholders})"
+            params.extend(account_ids)
+
+        query += " ORDER BY created DESC"
+
+        try:
+            cursor.execute(query, params)
+            rows = cursor.fetchall()
+
+            accounts = [dict(row) for row in rows]
+            conn.close()
+            return accounts
+
+        except Exception as e:
+            conn.close()
+            raise e
+
+    def _get_account(self, account_id: str):
+        """Get specific account details from SQLite database"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return None
+        conn = sqlite3.connect(str(db_path))
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+
+        try:
+            cursor.execute("SELECT * FROM accounts WHERE id = ?", (account_id,))
+            row = cursor.fetchone()
+            conn.close()
+
+            if row:
+                return dict(row)
+            return None
+
+        except Exception as e:
+            conn.close()
+            raise e
+
+    def _get_historical_balances(self, account_id=None, days=365):
+        """Get historical balance progression based on transaction history"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return []
+
+        conn = sqlite3.connect(str(db_path))
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+
+        try:
+            cutoff_date = (datetime.now() - timedelta(days=days)).date().isoformat()
+            today_date = datetime.now().date().isoformat()
+
+            # Single SQL query to generate historical balances using window functions
+            query = """
+            WITH RECURSIVE date_series AS (
+                -- Generate weekly dates from cutoff_date to today
+                SELECT date(?) as ref_date
+                UNION ALL
+                SELECT date(ref_date, '+7 days')
+                FROM date_series
+                WHERE ref_date < date(?)
+            ),
+            current_balances AS (
+                -- Get current balance for each account/type
+                SELECT account_id, type, amount, currency
+                FROM balances b1
+                WHERE b1.timestamp = (
+                    SELECT MAX(b2.timestamp)
+                    FROM balances b2
+                    WHERE b2.account_id = b1.account_id AND b2.type = b1.type
+                )
+                {account_filter}
+                AND b1.type = 'closingBooked'  -- Focus on closingBooked for charts
+            ),
+            historical_points AS (
+                -- Calculate balance at each weekly point by subtracting future transactions
+                SELECT
+                    cb.account_id,
+                    cb.type as balance_type,
+                    cb.currency,
+                    ds.ref_date,
+                    cb.amount - COALESCE(
+                        (SELECT SUM(t.transactionValue)
+                         FROM transactions t
+                         WHERE t.accountId = cb.account_id
+                         AND date(t.transactionDate) > ds.ref_date), 0
+                    ) as balance_amount
+                FROM current_balances cb
+                CROSS JOIN date_series ds
+            )
+            SELECT
+                account_id || '_' || balance_type || '_' || ref_date as id,
+                account_id,
+                balance_amount,
+                balance_type,
+                currency,
+                ref_date as reference_date
+            FROM historical_points
+            ORDER BY account_id, ref_date
+            """
+
+            # Build parameters and account filter
+            params = [cutoff_date, today_date]
+            if account_id:
+                account_filter = "AND b1.account_id = ?"
+                params.append(account_id)
+            else:
+                account_filter = ""
+
+            # Format the query with conditional filter
+            formatted_query = query.format(account_filter=account_filter)
+
+            cursor.execute(formatted_query, params)
+            rows = cursor.fetchall()
+
+            conn.close()
+            return [dict(row) for row in rows]
+
+        except Exception as e:
+            conn.close()
+            raise e
+
+    async def get_monthly_transaction_stats_from_db(
+        self,
+        account_id: Optional[str] = None,
+        date_from: Optional[str] = None,
+        date_to: Optional[str] = None,
+    ) -> List[Dict[str, Any]]:
+        """Get monthly transaction statistics aggregated by the database"""
+        if not self.sqlite_enabled:
+            logger.warning("SQLite database disabled, cannot read monthly stats")
+            return []
+
+        try:
+            monthly_stats = self._get_monthly_transaction_stats(
+                account_id=account_id,
+                date_from=date_from,
+                date_to=date_to,
+            )
+            logger.debug(
+                f"Retrieved {len(monthly_stats)} monthly stat points from database"
+            )
+            return monthly_stats
+        except Exception as e:
+            logger.error(f"Failed to get monthly transaction stats from database: {e}")
+            return []
+
+    def _get_monthly_transaction_stats(
+        self,
+        account_id: Optional[str] = None,
+        date_from: Optional[str] = None,
+        date_to: Optional[str] = None,
+    ) -> List[Dict[str, Any]]:
+        """Get monthly transaction statistics from SQLite database"""
+        db_path = path_manager.get_database_path()
+        if not db_path.exists():
+            return []
+
+        conn = sqlite3.connect(str(db_path))
+        conn.row_factory = sqlite3.Row
+        cursor = conn.cursor()
+
+        try:
+            # SQL query to aggregate transactions by month
+            query = """
+            SELECT
+                strftime('%Y-%m', transactionDate) as month,
+                COALESCE(SUM(CASE WHEN transactionValue > 0 THEN transactionValue ELSE 0 END), 0) as income,
+                COALESCE(SUM(CASE WHEN transactionValue < 0 THEN ABS(transactionValue) ELSE 0 END), 0) as expenses,
+                COALESCE(SUM(transactionValue), 0) as net
+            FROM transactions
+            WHERE 1=1
+            """
+
+            params = []
+
+            if account_id:
+                query += " AND accountId = ?"
+                params.append(account_id)
+
+            if date_from:
+                query += " AND transactionDate >= ?"
+                params.append(date_from)
+
+            if date_to:
+                query += " AND transactionDate <= ?"
+                params.append(date_to)
+
+            query += """
+            GROUP BY strftime('%Y-%m', transactionDate)
+            ORDER BY month ASC
+            """
+
+            cursor.execute(query, params)
+            rows = cursor.fetchall()
+
+            # Convert to desired format with proper month display
+            monthly_stats = []
+            for row in rows:
+                # Convert YYYY-MM to display format like "Mar 2024"
+                year, month_num = row["month"].split("-")
+                month_date = datetime.strptime(f"{year}-{month_num}-01", "%Y-%m-%d")
+                display_month = month_date.strftime("%b %Y")
+
+                monthly_stats.append(
+                    {
+                        "month": display_month,
+                        "income": round(row["income"], 2),
+                        "expenses": round(row["expenses"], 2),
+                        "net": round(row["net"], 2),
+                    }
+                )
+
+            conn.close()
+            return monthly_stats
+
+        except Exception as e:
+            conn.close()
+            raise e

leggen/services/gocardless_service.py

@@ -1,11 +1,11 @@
 import json
-import httpx
 from pathlib import Path
-from typing import Dict, Any, List
+from typing import Any, Dict, List
 
+import httpx
 from loguru import logger
 
-from leggend.config import config
+from leggen.utils.config import config
 from leggen.utils.paths import path_manager
 
 

leggen/services/notification_service.py

@@ -1,8 +1,8 @@
-from typing import List, Dict, Any
+from typing import Any, Dict, List
 
 from loguru import logger
 
-from leggend.config import config
+from leggen.utils.config import config
 
 
 class NotificationService:
@@ -109,33 +109,78 @@ class NotificationService:
         """Check if Telegram notifications are enabled"""
         telegram_config = self.notifications_config.get("telegram", {})
         return bool(
-            telegram_config.get("api-key")
-            and telegram_config.get("chat-id")
+            telegram_config.get("token")
+            and telegram_config.get("chat_id")
             and telegram_config.get("enabled", True)
         )
 
     async def _send_discord_notifications(
         self, transactions: List[Dict[str, Any]]
     ) -> None:
-        """Send Discord notifications - placeholder implementation"""
-        # Would import and use leggen.notifications.discord
-        logger.info(f"Sending {len(transactions)} transaction notifications to Discord")
+        """Send Discord notifications for transactions"""
+        try:
+            import click
+
+            from leggen.notifications.discord import send_transactions_message
+
+            # Create a mock context with the webhook
+            ctx = click.Context(click.Command("notifications"))
+            ctx.obj = {
+                "notifications": {
+                    "discord": {
+                        "webhook": self.notifications_config.get("discord", {}).get(
+                            "webhook"
+                        )
+                    }
+                }
+            }
+
+            # Send transaction notifications using the actual implementation
+            send_transactions_message(ctx, transactions)
+            logger.info(
+                f"Sent {len(transactions)} transaction notifications to Discord"
+            )
+        except Exception as e:
+            logger.error(f"Failed to send Discord transaction notifications: {e}")
+            raise
 
     async def _send_telegram_notifications(
         self, transactions: List[Dict[str, Any]]
     ) -> None:
-        """Send Telegram notifications - placeholder implementation"""
-        # Would import and use leggen.notifications.telegram
+        """Send Telegram notifications for transactions"""
+        try:
+            import click
+
+            from leggen.notifications.telegram import send_transaction_message
+
+            # Create a mock context with the telegram config
+            ctx = click.Context(click.Command("notifications"))
+            telegram_config = self.notifications_config.get("telegram", {})
+            ctx.obj = {
+                "notifications": {
+                    "telegram": {
+                        "api-key": telegram_config.get("token"),
+                        "chat-id": telegram_config.get("chat_id"),
+                    }
+                }
+            }
+
+            # Send transaction notifications using the actual implementation
+            send_transaction_message(ctx, transactions)
             logger.info(
-            f"Sending {len(transactions)} transaction notifications to Telegram"
+                f"Sent {len(transactions)} transaction notifications to Telegram"
             )
+        except Exception as e:
+            logger.error(f"Failed to send Telegram transaction notifications: {e}")
+            raise
 
     async def _send_discord_test(self, message: str) -> None:
         """Send Discord test notification"""
         try:
-            from leggen.notifications.discord import send_expire_notification
             import click
 
+            from leggen.notifications.discord import send_expire_notification
+
             # Create a mock context with the webhook
             ctx = click.Context(click.Command("test"))
             ctx.obj = {
@@ -164,17 +209,18 @@ class NotificationService:
     async def _send_telegram_test(self, message: str) -> None:
         """Send Telegram test notification"""
         try:
-            from leggen.notifications.telegram import send_expire_notification
             import click
 
+            from leggen.notifications.telegram import send_expire_notification
+
             # Create a mock context with the telegram config
             ctx = click.Context(click.Command("test"))
             telegram_config = self.notifications_config.get("telegram", {})
             ctx.obj = {
                 "notifications": {
                     "telegram": {
-                        "api-key": telegram_config.get("api-key"),
-                        "chat-id": telegram_config.get("chat-id"),
+                        "api-key": telegram_config.get("token"),
+                        "chat-id": telegram_config.get("chat_id"),
                     }
                 }
             }
@@ -194,8 +240,52 @@ class NotificationService:
 
     async def _send_discord_expiry(self, notification_data: Dict[str, Any]) -> None:
         """Send Discord expiry notification"""
-        logger.info(f"Sending Discord expiry notification: {notification_data}")
+        try:
+            import click
+
+            from leggen.notifications.discord import send_expire_notification
+
+            # Create a mock context with the webhook
+            ctx = click.Context(click.Command("expiry"))
+            ctx.obj = {
+                "notifications": {
+                    "discord": {
+                        "webhook": self.notifications_config.get("discord", {}).get(
+                            "webhook"
+                        )
+                    }
+                }
+            }
+
+            # Send expiry notification using the actual implementation
+            send_expire_notification(ctx, notification_data)
+            logger.info(f"Sent Discord expiry notification: {notification_data}")
+        except Exception as e:
+            logger.error(f"Failed to send Discord expiry notification: {e}")
+            raise
 
     async def _send_telegram_expiry(self, notification_data: Dict[str, Any]) -> None:
         """Send Telegram expiry notification"""
-        logger.info(f"Sending Telegram expiry notification: {notification_data}")
+        try:
+            import click
+
+            from leggen.notifications.telegram import send_expire_notification
+
+            # Create a mock context with the telegram config
+            ctx = click.Context(click.Command("expiry"))
+            telegram_config = self.notifications_config.get("telegram", {})
+            ctx.obj = {
+                "notifications": {
+                    "telegram": {
+                        "api-key": telegram_config.get("token"),
+                        "chat-id": telegram_config.get("chat_id"),
+                    }
+                }
+            }
+
+            # Send expiry notification using the actual implementation
+            send_expire_notification(ctx, notification_data)
+            logger.info(f"Sent Telegram expiry notification: {notification_data}")
+        except Exception as e:
+            logger.error(f"Failed to send Telegram expiry notification: {e}")
+            raise

leggen/services/sync_service.py

@@ -3,10 +3,10 @@ from typing import List
 
 from loguru import logger
 
-from leggend.api.models.sync import SyncResult, SyncStatus
-from leggend.services.gocardless_service import GoCardlessService
-from leggend.services.database_service import DatabaseService
-from leggend.services.notification_service import NotificationService
+from leggen.api.models.sync import SyncResult, SyncStatus
+from leggen.services.database_service import DatabaseService
+from leggen.services.gocardless_service import GoCardlessService
+from leggen.services.notification_service import NotificationService
 
 
 class SyncService:

leggen/services/transaction_processor.py

@@ -0,0 +1,87 @@
+from datetime import datetime
+from typing import Any, Dict, List
+
+
+class TransactionProcessor:
+    """Handles processing and transformation of raw transaction data"""
+
+    def process_transactions(
+        self,
+        account_id: str,
+        account_info: Dict[str, Any],
+        transaction_data: Dict[str, Any],
+    ) -> List[Dict[str, Any]]:
+        """Process raw transaction data into standardized format"""
+        transactions = []
+
+        # Process booked transactions
+        for transaction in transaction_data.get("transactions", {}).get("booked", []):
+            processed = self._process_single_transaction(
+                account_id, account_info, transaction, "booked"
+            )
+            transactions.append(processed)
+
+        # Process pending transactions
+        for transaction in transaction_data.get("transactions", {}).get("pending", []):
+            processed = self._process_single_transaction(
+                account_id, account_info, transaction, "pending"
+            )
+            transactions.append(processed)
+
+        return transactions
+
+    def _process_single_transaction(
+        self,
+        account_id: str,
+        account_info: Dict[str, Any],
+        transaction: Dict[str, Any],
+        status: str,
+    ) -> Dict[str, Any]:
+        """Process a single transaction into standardized format"""
+        # Extract dates
+        booked_date = transaction.get("bookingDateTime") or transaction.get(
+            "bookingDate"
+        )
+        value_date = transaction.get("valueDateTime") or transaction.get("valueDate")
+
+        if booked_date and value_date:
+            min_date = min(
+                datetime.fromisoformat(booked_date), datetime.fromisoformat(value_date)
+            )
+        else:
+            date_str = booked_date or value_date
+            if not date_str:
+                raise ValueError("No valid date found in transaction")
+            min_date = datetime.fromisoformat(date_str)
+
+        # Extract amount and currency
+        transaction_amount = transaction.get("transactionAmount", {})
+        amount = float(transaction_amount.get("amount", 0))
+        currency = transaction_amount.get("currency", "")
+
+        # Extract description
+        description = transaction.get(
+            "remittanceInformationUnstructured",
+            ",".join(transaction.get("remittanceInformationUnstructuredArray", [])),
+        )
+
+        # Extract transaction IDs - transactionId is now primary, internalTransactionId is reference
+        transaction_id = transaction.get("transactionId")
+        internal_transaction_id = transaction.get("internalTransactionId")
+
+        if not transaction_id:
+            raise ValueError("Transaction missing required transactionId field")
+
+        return {
+            "accountId": account_id,
+            "transactionId": transaction_id,
+            "internalTransactionId": internal_transaction_id,
+            "institutionId": account_info["institution_id"],
+            "iban": account_info.get("iban", "N/A"),
+            "transactionDate": min_date,
+            "description": description,
+            "transactionValue": amount,
+            "transactionCurrency": currency,
+            "transactionStatus": status,
+            "rawTransaction": transaction,
+        }

leggen/utils/config.py

@@ -1,18 +1,189 @@
+import os
 import sys
 import tomllib
+from pathlib import Path
+from typing import Any, Dict, Optional
 
 import click
+import tomli_w
+from loguru import logger
+from pydantic import ValidationError
 
+from leggen.models.config import Config as ConfigModel
+from leggen.utils.paths import path_manager
 from leggen.utils.text import error
 
 
+class Config:
+    _instance = None
+    _config = None
+    _config_model = None
+    _config_path = None
+
+    def __new__(cls):
+        if cls._instance is None:
+            cls._instance = super().__new__(cls)
+        return cls._instance
+
+    def load_config(self, config_path: Optional[str] = None) -> Dict[str, Any]:
+        if self._config is not None:
+            return self._config
+
+        if config_path is None:
+            config_path = os.environ.get("LEGGEN_CONFIG_FILE")
+            if not config_path:
+                config_path = str(path_manager.get_config_file_path())
+
+        self._config_path = config_path
+
+        try:
+            with open(config_path, "rb") as f:
+                raw_config = tomllib.load(f)
+                logger.info(f"Configuration loaded from {config_path}")
+
+            # Validate configuration using Pydantic
+            try:
+                self._config_model = ConfigModel(**raw_config)
+                self._config = self._config_model.dict(by_alias=True, exclude_none=True)
+                logger.info("Configuration validation successful")
+            except ValidationError as e:
+                logger.error(f"Configuration validation failed: {e}")
+                raise ValueError(f"Invalid configuration: {e}") from e
+
+        except FileNotFoundError:
+            logger.error(f"Configuration file not found: {config_path}")
+            raise
+        except Exception as e:
+            logger.error(f"Error loading configuration: {e}")
+            raise
+
+        return self._config
+
+    def save_config(
+        self,
+        config_data: Optional[Dict[str, Any]] = None,
+        config_path: Optional[str] = None,
+    ) -> None:
+        """Save configuration to TOML file"""
+        if config_data is None:
+            config_data = self._config
+
+        if config_path is None:
+            config_path = self._config_path or os.environ.get("LEGGEN_CONFIG_FILE")
+            if not config_path:
+                config_path = str(path_manager.get_config_file_path())
+
+        if config_path is None:
+            raise ValueError("No config path specified")
+        if config_data is None:
+            raise ValueError("No config data to save")
+
+        # Validate the configuration before saving
+        try:
+            validated_model = ConfigModel(**config_data)
+            validated_config = validated_model.dict(by_alias=True, exclude_none=True)
+        except ValidationError as e:
+            logger.error(f"Configuration validation failed before save: {e}")
+            raise ValueError(f"Invalid configuration: {e}") from e
+
+        # Ensure directory exists
+        Path(config_path).parent.mkdir(parents=True, exist_ok=True)
+
+        try:
+            with open(config_path, "wb") as f:
+                tomli_w.dump(validated_config, f)
+
+            # Update in-memory config
+            self._config = validated_config
+            self._config_model = validated_model
+            self._config_path = config_path
+            logger.info(f"Configuration saved to {config_path}")
+        except Exception as e:
+            logger.error(f"Error saving configuration: {e}")
+            raise
+
+    def update_config(self, section: str, key: str, value: Any) -> None:
+        """Update a specific configuration value"""
+        if self._config is None:
+            self.load_config()
+
+        if self._config is None:
+            raise RuntimeError("Failed to load config")
+
+        if section not in self._config:
+            self._config[section] = {}
+
+        self._config[section][key] = value
+        self.save_config()
+
+    def update_section(self, section: str, data: Dict[str, Any]) -> None:
+        """Update an entire configuration section"""
+        if self._config is None:
+            self.load_config()
+
+        if self._config is None:
+            raise RuntimeError("Failed to load config")
+
+        self._config[section] = data
+        self.save_config()
+
+    @property
+    def config(self) -> Dict[str, Any]:
+        if self._config is None:
+            self.load_config()
+        if self._config is None:
+            raise RuntimeError("Failed to load config")
+        return self._config
+
+    @property
+    def gocardless_config(self) -> Dict[str, str]:
+        return self.config.get("gocardless", {})
+
+    @property
+    def database_config(self) -> Dict[str, Any]:
+        return self.config.get("database", {})
+
+    @property
+    def notifications_config(self) -> Dict[str, Any]:
+        return self.config.get("notifications", {})
+
+    @property
+    def filters_config(self) -> Dict[str, Any]:
+        return self.config.get("filters", {})
+
+    @property
+    def scheduler_config(self) -> Dict[str, Any]:
+        """Get scheduler configuration with defaults"""
+        default_schedule = {
+            "sync": {
+                "enabled": True,
+                "hour": 3,
+                "minute": 0,
+                "cron": None,  # Optional custom cron expression
+            }
+        }
+        return self.config.get("scheduler", default_schedule)
+
+
 def load_config(ctx: click.Context, _, filename):
     try:
         with click.open_file(str(filename), "rb") as f:
-            # TODO: Implement configuration file validation (use pydantic?)
-            ctx.obj = tomllib.load(f)
+            raw_config = tomllib.load(f)
+
+        # Validate configuration using Pydantic
+        try:
+            validated_model = ConfigModel(**raw_config)
+            ctx.obj = validated_model.dict(by_alias=True, exclude_none=True)
+        except ValidationError as e:
+            error(f"Configuration validation failed: {e}")
+            sys.exit(1)
+
     except FileNotFoundError:
         error(
             "Configuration file not found. Provide a valid configuration file path with leggen --config <path> or LEGGEN_CONFIG=<path> environment variable."
         )
         sys.exit(1)
+
+
+# Global singleton instance
+config = Config()

leggen/utils/database.py

@@ -1,132 +0,0 @@
-from datetime import datetime
-
-import click
-
-import leggen.database.sqlite as sqlite_engine
-from leggen.utils.text import info, warning
-
-
-def persist_balance(ctx: click.Context, account: str, balance: dict) -> None:
-    sqlite = ctx.obj.get("database", {}).get("sqlite", True)
-
-    if not sqlite:
-        warning("SQLite database is disabled, skipping balance saving")
-        return
-
-    info(f"[{account}] Fetched balances, saving to SQLite")
-    sqlite_engine.persist_balances(ctx, balance)
-
-
-def persist_transactions(ctx: click.Context, account: str, transactions: list) -> list:
-    sqlite = ctx.obj.get("database", {}).get("sqlite", True)
-
-    if not sqlite:
-        warning("SQLite database is disabled, skipping transaction saving")
-        # WARNING: This will return the transactions list as is, without saving it to any database
-        # Possible duplicate notifications will be sent if the filters are enabled
-        return transactions
-
-    info(f"[{account}] Fetched {len(transactions)} transactions, saving to SQLite")
-    return sqlite_engine.persist_transactions(ctx, account, transactions)
-
-
-def save_transactions(ctx: click.Context, account: str) -> list:
-    import requests
-
-    api_url = ctx.obj.get("api_url", "http://localhost:8000")
-
-    info(f"[{account}] Getting account details")
-    res = requests.get(f"{api_url}/accounts/{account}")
-    res.raise_for_status()
-    account_info = res.json()
-
-    info(f"[{account}] Getting transactions")
-    transactions = []
-
-    res = requests.get(f"{api_url}/accounts/{account}/transactions/")
-    res.raise_for_status()
-    account_transactions = res.json().get("transactions", [])
-
-    for transaction in account_transactions.get("booked", []):
-        booked_date = transaction.get("bookingDateTime") or transaction.get(
-            "bookingDate"
-        )
-        value_date = transaction.get("valueDateTime") or transaction.get("valueDate")
-        if booked_date and value_date:
-            min_date = min(
-                datetime.fromisoformat(booked_date), datetime.fromisoformat(value_date)
-            )
-        else:
-            min_date = datetime.fromisoformat(booked_date or value_date)
-
-        transactionValue = float(
-            transaction.get("transactionAmount", {}).get("amount", 0)
-        )
-        currency = transaction.get("transactionAmount", {}).get("currency", "")
-
-        description = transaction.get(
-            "remittanceInformationUnstructured",
-            ",".join(transaction.get("remittanceInformationUnstructuredArray", [])),
-        )
-
-        # Extract transaction ID, using transactionId as fallback when internalTransactionId is missing
-        transaction_id = transaction.get("internalTransactionId") or transaction.get(
-            "transactionId"
-        )
-
-        t = {
-            "internalTransactionId": transaction_id,
-            "institutionId": account_info["institution_id"],
-            "iban": account_info.get("iban", "N/A"),
-            "transactionDate": min_date,
-            "description": description,
-            "transactionValue": transactionValue,
-            "transactionCurrency": currency,
-            "transactionStatus": "booked",
-            "accountId": account,
-            "rawTransaction": transaction,
-        }
-        transactions.append(t)
-
-    for transaction in account_transactions.get("pending", []):
-        booked_date = transaction.get("bookingDateTime") or transaction.get(
-            "bookingDate"
-        )
-        value_date = transaction.get("valueDateTime") or transaction.get("valueDate")
-        if booked_date and value_date:
-            min_date = min(
-                datetime.fromisoformat(booked_date), datetime.fromisoformat(value_date)
-            )
-        else:
-            min_date = datetime.fromisoformat(booked_date or value_date)
-
-        transactionValue = float(
-            transaction.get("transactionAmount", {}).get("amount", 0)
-        )
-        currency = transaction.get("transactionAmount", {}).get("currency", "")
-
-        description = transaction.get(
-            "remittanceInformationUnstructured",
-            ",".join(transaction.get("remittanceInformationUnstructuredArray", [])),
-        )
-
-        # Extract transaction ID, using transactionId as fallback when internalTransactionId is missing
-        transaction_id = transaction.get("internalTransactionId") or transaction.get(
-            "transactionId"
-        )
-
-        t = {
-            "internalTransactionId": transaction_id,
-            "institutionId": account_info["institution_id"],
-            "iban": account_info.get("iban", "N/A"),
-            "transactionDate": min_date,
-            "description": description,
-            "transactionValue": transactionValue,
-            "transactionCurrency": currency,
-            "transactionStatus": "pending",
-            "accountId": account,
-            "rawTransaction": transaction,
-        }
-        transactions.append(t)
-
-    return persist_transactions(ctx, account, transactions)

leggen/utils/paths.py

@@ -1,5 +1,6 @@
 """Centralized path management for Leggen."""
 
+import contextlib
 import os
 from pathlib import Path
 from typing import Optional
@@ -47,12 +48,8 @@ class PathManager:
                 db_path = self.get_config_dir() / "leggen.db"
 
         # Try to ensure the directory exists, but handle permission errors gracefully
-        try:
+        with contextlib.suppress(PermissionError, OSError):
             db_path.parent.mkdir(parents=True, exist_ok=True)
-        except (PermissionError, OSError):
-            # If we can't create the directory, continue anyway
-            # This allows tests and error cases to work as expected
-            pass
 
         return db_path
 

leggend/config.py

@@ -1,146 +0,0 @@
-import os
-import tomllib
-import tomli_w
-from pathlib import Path
-from typing import Dict, Any, Optional
-
-from loguru import logger
-from leggen.utils.paths import path_manager
-
-
-class Config:
-    _instance = None
-    _config = None
-    _config_path = None
-
-    def __new__(cls):
-        if cls._instance is None:
-            cls._instance = super().__new__(cls)
-        return cls._instance
-
-    def load_config(self, config_path: Optional[str] = None) -> Dict[str, Any]:
-        if self._config is not None:
-            return self._config
-
-        if config_path is None:
-            config_path = os.environ.get(
-                "LEGGEN_CONFIG_FILE"
-            )
-            if not config_path:
-                config_path = str(path_manager.get_config_file_path())
-
-        self._config_path = config_path
-
-        try:
-            with open(config_path, "rb") as f:
-                self._config = tomllib.load(f)
-                logger.info(f"Configuration loaded from {config_path}")
-        except FileNotFoundError:
-            logger.error(f"Configuration file not found: {config_path}")
-            raise
-        except Exception as e:
-            logger.error(f"Error loading configuration: {e}")
-            raise
-
-        return self._config
-
-    def save_config(
-        self,
-        config_data: Optional[Dict[str, Any]] = None,
-        config_path: Optional[str] = None,
-    ) -> None:
-        """Save configuration to TOML file"""
-        if config_data is None:
-            config_data = self._config
-
-        if config_path is None:
-            config_path = self._config_path or os.environ.get(
-                "LEGGEN_CONFIG_FILE"
-            )
-            if not config_path:
-                config_path = str(path_manager.get_config_file_path())
-
-        if config_path is None:
-            raise ValueError("No config path specified")
-        if config_data is None:
-            raise ValueError("No config data to save")
-
-        # Ensure directory exists
-        Path(config_path).parent.mkdir(parents=True, exist_ok=True)
-
-        try:
-            with open(config_path, "wb") as f:
-                tomli_w.dump(config_data, f)
-
-            # Update in-memory config
-            self._config = config_data
-            self._config_path = config_path
-            logger.info(f"Configuration saved to {config_path}")
-        except Exception as e:
-            logger.error(f"Error saving configuration: {e}")
-            raise
-
-    def update_config(self, section: str, key: str, value: Any) -> None:
-        """Update a specific configuration value"""
-        if self._config is None:
-            self.load_config()
-
-        if self._config is None:
-            raise RuntimeError("Failed to load config")
-
-        if section not in self._config:
-            self._config[section] = {}
-
-        self._config[section][key] = value
-        self.save_config()
-
-    def update_section(self, section: str, data: Dict[str, Any]) -> None:
-        """Update an entire configuration section"""
-        if self._config is None:
-            self.load_config()
-
-        if self._config is None:
-            raise RuntimeError("Failed to load config")
-
-        self._config[section] = data
-        self.save_config()
-
-    @property
-    def config(self) -> Dict[str, Any]:
-        if self._config is None:
-            self.load_config()
-        if self._config is None:
-            raise RuntimeError("Failed to load config")
-        return self._config
-
-    @property
-    def gocardless_config(self) -> Dict[str, str]:
-        return self.config.get("gocardless", {})
-
-    @property
-    def database_config(self) -> Dict[str, Any]:
-        return self.config.get("database", {})
-
-    @property
-    def notifications_config(self) -> Dict[str, Any]:
-        return self.config.get("notifications", {})
-
-    @property
-    def filters_config(self) -> Dict[str, Any]:
-        return self.config.get("filters", {})
-
-    @property
-    def scheduler_config(self) -> Dict[str, Any]:
-        """Get scheduler configuration with defaults"""
-        default_schedule = {
-            "sync": {
-                "enabled": True,
-                "hour": 3,
-                "minute": 0,
-                "cron": None,  # Optional custom cron expression
-            }
-        }
-        return self.config.get("scheduler", default_schedule)
-
-
-config = Config()

leggend/utils/gocardless.py

@@ -1,10 +0,0 @@
-REQUISITION_STATUS = {
-    "CR": "CREATED",
-    "GC": "GIVING_CONSENT",
-    "UA": "UNDERGOING_AUTHENTICATION",
-    "RJ": "REJECTED",
-    "SA": "SELECTING_ACCOUNTS",
-    "GA": "GRANTING_ACCESS",
-    "LN": "LINKED",
-    "EX": "EXPIRED",
-}