lmromax/laravel-ai-sentinel
最新稳定版本:1.1.0
Composer 安装命令:
composer require lmromax/laravel-ai-sentinel
包简介
AI prompt optimization and cost tracking for Laravel
README 文档
README
Track, optimize and control your AI API costs in Laravel.
Laravel AI Sentinel gives you full visibility over your AI spending (OpenAI, Anthropic, Groq, Google, Mistral...) with a beautiful real-time dashboard, prompt logging, cost calculation, AI-powered optimization and spending alerts.
✨ Features
- 📊 Real-time Dashboard — Beautiful Livewire dashboard with cost analytics and historical trends
- 💰 Cost tracking — Automatic cost calculation per request (input + output tokens)
- 🤖 AI-powered optimization — Intelligent prompt compression using GPT-4o-mini (saves up to 70% tokens)
- 📈 Analytics — Daily/monthly reports, provider breakdown, top models, historical charts (3M/6M/12M)
- 🔔 Alerts — Email notifications when you exceed spending limits
- 🧪 Optimizer UI — Interactive tool to test prompt compression with before/after comparison
- 🔄 Auto-sync pricing — Always up-to-date pricing from a maintained remote source
- 🛠️ Artisan commands — Manage and inspect your AI usage from the CLI
- 🧩 Provider agnostic — Works with any AI provider
📦 Requirements
- PHP 8.2+
- Laravel 11.0+ or 12.0+
- Livewire 3.0+
🚀 Installation
composer require lmromax/laravel-ai-sentinel
Quick install (recommended)
php artisan ai-sentinel:install
This will:
- Publish config file
- Publish and run migrations
- Publish views (optional)
Manual installation
# Publish config php artisan vendor:publish --tag=ai-sentinel-config # Publish and run migrations php artisan vendor:publish --tag=ai-sentinel-migrations php artisan migrate # (Optional) Publish views for customization php artisan vendor:publish --tag=ai-sentinel-views
⚙️ Configuration
Add the following variables to your .env file:
# Enable tracking AI_SENTINEL_ENABLED=true AI_SENTINEL_AUTO_SYNC=true # Spending alerts AI_SENTINEL_ALERTS_ENABLED=true AI_SENTINEL_DAILY_LIMIT=100 AI_SENTINEL_MONTHLY_LIMIT=1000 AI_SENTINEL_ALERT_EMAILS=admin@example.com,billing@example.com # AI-powered prompt compression (optional but recommended) AI_SENTINEL_USE_AI_COMPRESSION=true AI_SENTINEL_COMPRESSION_PROVIDER=openai AI_SENTINEL_COMPRESSION_MODEL=gpt-4o-mini # API Keys (only for providers you use) OPENAI_API_KEY=sk-... ANTHROPIC_API_KEY=sk-ant-... GROQ_API_KEY=gsk_... GOOGLE_AI_API_KEY=... MISTRAL_API_KEY=...
📊 Dashboard
Access the beautiful real-time dashboard at:
http://your-app.com/ai-sentinel
Features:
- Today's spending & monthly totals
- Cost charts (last 30 days)
- Provider breakdown (pie chart)
- Top models by cost (with medals 🥇🥈🥉)
- Historical trends (3M/6M/12M interactive charts)
- Recent activity logs
- Monthly limit progress bar
🧪 Prompt Optimizer
Test prompt compression in real-time at:
http://your-app.com/ai-sentinel/optimizer
Features:
- Before/after comparison
- Token count (original vs optimized)
- Compression ratio percentage
- Estimated cost savings
- Copy optimized prompt button
📖 Usage
Auto-tracking with Facades (recommended)
use Lmromax\LaravelAiSentinel\Facades\AI; // Automatically optimizes and tracks in one call $response = AI::openai('gpt-4o', 'Your prompt here'); $response = AI::anthropic('claude-3-5-sonnet-20241022', 'Your prompt'); $response = AI::groq('llama-3.3-70b-versatile', 'Your prompt');
Manual tracking
use Lmromax\LaravelAiSentinel\Facades\AiSentinel; // After calling your AI provider, track the request AiSentinel::track([ 'provider' => 'anthropic', 'model' => 'claude-3-5-sonnet-20241022', 'prompt' => 'Explain Laravel in 50 words', 'response' => 'Laravel is a PHP framework...', 'tokens_input' => 120, 'tokens_output' => 95, 'duration_ms' => 1200, ]);
Optimize a prompt before sending
$result = AiSentinel::optimize('Please can you help me to explain what Laravel is ?'); // Returns: // [ // 'original' => 'Please can you help me to explain what Laravel is ?', // 'optimized' => 'Explain what Laravel is', // 'tokens_original' => 14, // 'tokens_optimized' => 5, // 'tokens_saved' => 9, // 'compression_ratio' => 64.29, // ] // Use the optimized prompt $response = $yourAiClient->send($result['optimized']);
Note: AI-powered compression requires openai-php/laravel package:
composer require openai-php/laravel
Get cost statistics
// Today $stats = AiSentinel::getCostStats('day'); // This week $stats = AiSentinel::getCostStats('week'); // This month $stats = AiSentinel::getCostStats('month'); // Returns: // [ // 'total_requests' => 142, // 'total_cost' => 4.23, // 'total_tokens_input' => 58000, // 'total_tokens_output'=> 32000, // 'avg_cost_per_request' => 0.029, // 'by_provider' => [...], // 'by_model' => [...], // ]
Get total cost
$monthlyCost = AiSentinel::getTotalCost('month'); // 4.23 $dailyCost = AiSentinel::getTotalCost('day'); // 0.87
Calculate cost manually
$cost = AiSentinel::calculateCost( provider: 'openai', model: 'gpt-4o', tokensInput: 500, tokensOutput: 300 ); // Returns: 0.004250 (USD)
Estimate tokens
$tokens = AiSentinel::estimateTokens('Hello, how are you today?'); // Returns: ~8
🔄 Pricing Sync
Laravel AI Sentinel automatically fetches up-to-date pricing from lmromax/ai-pricing-data every 24 hours.
Manual sync
# Sync pricing php artisan ai-sentinel:sync-pricing # Force refresh cache php artisan ai-sentinel:sync-pricing --force # Display all available models php artisan ai-sentinel:sync-pricing --show
Add a custom model
If your model is not in the remote pricing source, add it to config/ai-sentinel.php:
'custom_models' => [ 'my-provider' => [ 'my-custom-model' => [ 'input' => 0.01, 'output' => 0.02, ], ], ],
📊 Real-world example with OpenAI
use OpenAI\Laravel\Facades\OpenAI; use Lmromax\LaravelAiSentinel\Facades\AiSentinel; public function askAi(string $question): string { // 1. Optimize the prompt (AI-powered compression) $optimized = AiSentinel::optimize($question); $start = microtime(true); // 2. Call OpenAI $response = OpenAI::chat()->create([ 'model' => 'gpt-4o', 'messages' => [ ['role' => 'user', 'content' => $optimized['optimized']], ], ]); $duration = (int) ((microtime(true) - $start) * 1000); // 3. Track the request AiSentinel::track([ 'provider' => 'openai', 'model' => 'gpt-4o', 'prompt' => $optimized['optimized'], 'response' => $response->choices[0]->message->content, 'tokens_input' => $response->usage->promptTokens, 'tokens_output' => $response->usage->completionTokens, 'duration_ms' => $duration, 'metadata' => [ 'tokens_saved' => $optimized['tokens_saved'], ], ]); return $response->choices[0]->message->content; }
Or use the auto-tracking facade (even simpler):
use Lmromax\LaravelAiSentinel\Facades\AI; public function askAi(string $question): string { // Automatically optimizes + tracks in one call return AI::openai('gpt-4o', $question); }
📊 Real-world example with Anthropic
use Anthropic\Laravel\Facades\Anthropic; use Lmromax\LaravelAiSentinel\Facades\AiSentinel; public function askClaude(string $question): string { $optimized = AiSentinel::optimize($question); $start = microtime(true); $response = Anthropic::messages()->create([ 'model' => 'claude-3-5-sonnet-20241022', 'max_tokens' => 1024, 'messages' => [ ['role' => 'user', 'content' => $optimized['optimized']], ], ]); $duration = (int) ((microtime(true) - $start) * 1000); AiSentinel::track([ 'provider' => 'anthropic', 'model' => 'claude-3-5-sonnet-20241022', 'prompt' => $optimized['optimized'], 'response' => $response->content[0]->text, 'tokens_input' => $response->usage->inputTokens, 'tokens_output' => $response->usage->outputTokens, 'duration_ms' => $duration, ]); return $response->content[0]->text; }
🔔 Spending Alerts
Configure spending limits in your .env:
AI_SENTINEL_DAILY_LIMIT=50 # Alert when daily spend exceeds $50 AI_SENTINEL_MONTHLY_LIMIT=500 # Alert when monthly spend exceeds $500 AI_SENTINEL_ALERT_EMAILS=admin@example.com,billing@example.com
Alerts are sent via Laravel's notification system. Supported channels: mail, slack, discord.
Customize notifications:
Publish notification views:
php artisan vendor:publish --tag=ai-sentinel-views
Edit resources/views/vendor/ai-sentinel/notifications/.
🛠️ Artisan Commands
| Command | Description |
|---|---|
ai-sentinel:install |
Quick install (config + migrations) |
ai-sentinel:sync-pricing |
Sync pricing from remote source |
ai-sentinel:sync-pricing --force |
Force refresh cache |
ai-sentinel:sync-pricing --show |
Display all available models |
ai-sentinel:cost-summary |
Display cost summary in terminal |
ai-sentinel:cleanup |
Clear old logs (90+ days) |
🧩 Supported Providers
| Provider | Status |
|---|---|
| OpenAI (GPT-4o, o1, o3...) | ✅ |
| Anthropic (Claude 3.5, 3.7...) | ✅ |
| Groq (Llama, Mixtral...) | ✅ |
| Google (Gemini 2.0, 1.5...) | ✅ |
| Mistral | ✅ |
| DeepSeek | ✅ |
| xAI (Grok) | ✅ |
| Custom provider | ✅ via custom_models |
🎨 Customization
Customize dashboard views
php artisan vendor:publish --tag=ai-sentinel-views
Views are published to resources/views/vendor/ai-sentinel/.
Customize routes
Add to your routes/web.php:
use Lmromax\LaravelAiSentinel\Http\Controllers\DashboardController; Route::middleware(['web', 'auth'])->group(function () { Route::get('/my-custom-path', [DashboardController::class, 'index']); });
🧪 Testing
composer test
🤝 Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
📜 License
MIT — Maxence Lemaitre
🙏 Credits
- Pricing Data: Automatically synced from lmromax/ai-pricing-data
- Built with: Laravel, Livewire, Chart.js, Tailwind CSS
统计信息
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其他信息
- 授权协议: MIT
- 更新时间: 2026-03-18