diff --git a/.agents/skills/developing-with-ai-sdk/SKILL.md b/.agents/skills/developing-with-ai-sdk/SKILL.md new file mode 100644 index 000000000..3e6c70300 --- /dev/null +++ b/.agents/skills/developing-with-ai-sdk/SKILL.md @@ -0,0 +1,413 @@ +--- +name: developing-with-ai-sdk +description: Builds AI agents, generates text and chat responses, produces images, synthesizes audio, transcribes speech, generates vector embeddings, reranks documents, and manages files and vector stores using the Laravel AI SDK (laravel/ai). Supports structured output, streaming, tools, conversation memory, middleware, queueing, broadcasting, and provider failover. Use when building, editing, updating, debugging, or testing any AI functionality, including agents, LLMs, chatbots, text generation, image generation, audio, transcription, embeddings, RAG, similarity search, vector stores, prompting, structured output, or any AI provider (OpenAI, Anthropic, Gemini, Cohere, Groq, xAI, ElevenLabs, Jina, OpenRouter). +--- + +# Developing with the Laravel AI SDK + +The Laravel AI SDK (`laravel/ai`) is the official AI package for Laravel, providing a unified API for agents, images, audio, transcription, embeddings, reranking, vector stores, and file management across multiple AI providers. + +## Searching the Documentation + +This package is new. Always search the documentation before implementing any feature. Never guess at APIs — the documentation is the single source of truth. + +- Use broad, simple queries that match the documentation section headings below. +- Do not add package names to queries — package information is shared automatically. Use `test agent fake`, not `laravel ai test agent fake`. +- Run multiple queries at once — the most relevant results are returned first. + +### Documentation Sections + +Use these section headings as query terms for accurate results: + +- Introduction, Installation, Configuration, Provider Support +- Agents: Prompting, Conversation Context, Structured Output, Attachments, Streaming, Broadcasting, Queueing, Tools, Provider Tools, Middleware, Anonymous Agents, Agent Configuration +- Images +- Audio (TTS) +- Transcription (STT) +- Embeddings: Querying Embeddings, Caching Embeddings +- Reranking +- Files +- Vector Stores: Adding Files to Stores +- Failover +- Testing: Agents, Images, Audio, Transcriptions, Embeddings, Reranking, Files, Vector Stores +- Events + +## Decision Workflow + +Determine the right entry point before writing code: + +Text generation or chat? → Agent class with `Promptable` trait +Chat with conversation history? → Agent + `Conversational` interface (manual) or `RemembersConversations` trait (automatic) +Structured JSON output? → Agent + `HasStructuredOutput` interface +Image generation? → `Image::of()->generate()` +Audio synthesis? → `Audio::of()->generate()` +Transcription? → `Transcription::fromPath()->generate()` +Embeddings? → `Embeddings::for()->generate()` +Reranking? → `Reranking::of()->rerank()` +File storage? → `Document::fromPath()->put()` +Vector stores? → `Stores::create()` + +## Basic Usage Examples + +### Agents + +```php +use Laravel\Ai\Contracts\Agent; +use Laravel\Ai\Promptable; + +class SalesCoach implements Agent +{ + use Promptable; + + public function instructions(): string + { + return 'You are a sales coach.'; + } +} + +// Prompting +$response = (new SalesCoach)->prompt('Analyze this transcript...'); +echo $response->text; + +// Streaming (returns SSE response from a route) +return (new SalesCoach)->stream('Analyze this transcript...'); + +// Queueing +(new SalesCoach)->queue('Analyze this transcript...') + ->then(fn ($response) => /* ... */); + +// Anonymous agents +use function Laravel\Ai\{agent}; + +$response = agent(instructions: 'You are a helpful assistant.')->prompt('Hello'); +``` + +### Conversation Context + +Manual conversation history via the `Conversational` interface: + +```php +use Laravel\Ai\Contracts\Agent; +use Laravel\Ai\Contracts\Conversational; +use Laravel\Ai\Messages\Message; +use Laravel\Ai\Promptable; + +class SalesCoach implements Agent, Conversational +{ + use Promptable; + + public function __construct(public User $user) {} + + public function instructions(): string { return 'You are a sales coach.'; } + + public function messages(): iterable + { + return History::where('user_id', $this->user->id) + ->latest()->limit(50)->get()->reverse() + ->map(fn ($m) => new Message($m->role, $m->content)) + ->all(); + } +} +``` + +Automatic conversation persistence via the `RemembersConversations` trait: + +```php +use Laravel\Ai\Concerns\RemembersConversations; +use Laravel\Ai\Contracts\Agent; +use Laravel\Ai\Contracts\Conversational; +use Laravel\Ai\Promptable; + +class SalesCoach implements Agent, Conversational +{ + use Promptable, RemembersConversations; + + public function instructions(): string { return 'You are a sales coach.'; } +} + +// Start a new conversation +$response = (new SalesCoach)->forUser($user)->prompt('Hello!'); +$conversationId = $response->conversationId; + +// Continue an existing conversation +$response = (new SalesCoach)->continue($conversationId, as: $user)->prompt('Tell me more.'); +``` + +### Structured Output + +```php +use Illuminate\Contracts\JsonSchema\JsonSchema; +use Laravel\Ai\Contracts\Agent; +use Laravel\Ai\Contracts\HasStructuredOutput; +use Laravel\Ai\Promptable; + +class Reviewer implements Agent, HasStructuredOutput +{ + use Promptable; + + public function instructions(): string { return 'Review and score content.'; } + + public function schema(JsonSchema $schema): array + { + return [ + 'feedback' => $schema->string()->required(), + 'score' => $schema->integer()->min(1)->max(10)->required(), + ]; + } +} + +$response = (new Reviewer)->prompt('Review this...'); +echo $response['score']; // Access like an array +``` + +### Images + +```php +use Laravel\Ai\Image; + +$image = Image::of('A sunset over mountains') + ->landscape() + ->quality('high') + ->generate(); + +$path = $image->store(); // Store to default disk +``` + +### Audio + +```php +use Laravel\Ai\Audio; + +$audio = Audio::of('Hello from Laravel.') + ->female() + ->instructions('Speak warmly') + ->generate(); + +$path = $audio->store(); +``` + +### Transcription + +```php +use Laravel\Ai\Transcription; + +$transcript = Transcription::fromStorage('audio.mp3') + ->diarize() + ->generate(); + +echo (string) $transcript; +``` + +### Embeddings + +```php +use Laravel\Ai\Embeddings; +use Illuminate\Support\Str; + +$response = Embeddings::for(['Text one', 'Text two']) + ->dimensions(1536) + ->cache() + ->generate(); + +// Single string via Stringable +$embedding = Str::of('Napa Valley has great wine.')->toEmbeddings(); +``` + +### Reranking + +```php +use Laravel\Ai\Reranking; + +$response = Reranking::of(['Django is Python.', 'Laravel is PHP.', 'React is JS.']) + ->limit(5) + ->rerank('PHP frameworks'); + +$response->first()->document; // "Laravel is PHP." +``` + +### Files and Vector Stores + +```php +use Laravel\Ai\Files\Document; +use Laravel\Ai\Stores; + +// Store a file with the provider +$file = Document::fromPath('/path/to/doc.pdf')->put(); + +// Create a vector store and add files +$store = Stores::create('Knowledge Base'); +$store->add($file->id); +$store->add(Document::fromStorage('manual.pdf')); // Store + add in one step +``` + +## Agent Configuration + +### PHP Attributes + +```php +use Laravel\Ai\Attributes\{Provider, MaxSteps, MaxTokens, Temperature, Timeout}; + +#[Provider('anthropic')] +#[MaxSteps(10)] +#[MaxTokens(4096)] +#[Temperature(0.7)] +#[Timeout(120)] +class MyAgent implements Agent +{ + use Promptable; + // ... +} +``` + +The `#[UseCheapestModel]` and `#[UseSmartestModel]` attributes are also available for automatic model selection. + +### Tools + +Implement the `HasTools` interface and scaffold tools with `php artisan make:tool`: + +```php +use Laravel\Ai\Contracts\HasTools; + +class MyAgent implements Agent, HasTools +{ + use Promptable; + + public function tools(): iterable + { + return [new MyCustomTool]; + } +} +``` + +### Provider Tools + +```php +use Laravel\Ai\Providers\Tools\{WebSearch, WebFetch, FileSearch}; + +public function tools(): iterable +{ + return [ + (new WebSearch)->max(5)->allow(['laravel.com']), + new WebFetch, + new FileSearch(stores: ['store_id']), + ]; +} +``` + +### Conversation Memory + +```php +use Laravel\Ai\Concerns\RemembersConversations; +use Laravel\Ai\Contracts\Conversational; + +class ChatBot implements Agent, Conversational +{ + use Promptable, RemembersConversations; + // ... +} + +$response = (new ChatBot)->forUser($user)->prompt('Hello!'); +$response = (new ChatBot)->continue($conversationId, as: $user)->prompt('More...'); +``` + +### Failover + +```php +$response = (new MyAgent)->prompt('Hello', provider: ['openai', 'anthropic']); +``` + +## Testing and Faking + +Each capability supports `fake()` with assertions: + +```php +use App\Ai\Agents\SalesCoach; +use Laravel\Ai\{Image, Audio, Transcription, Embeddings, Reranking, Files, Stores}; + +// Agents +SalesCoach::fake(['Response 1', 'Response 2']); +SalesCoach::assertPrompted('query'); +SalesCoach::assertNotPrompted('query'); +SalesCoach::assertNeverPrompted(); +SalesCoach::fake()->preventStrayPrompts(); + +// Images +Image::fake(); +Image::assertGenerated(fn ($prompt) => $prompt->contains('sunset')); +Image::assertNothingGenerated(); + +// Audio +Audio::fake(); +Audio::assertGenerated(fn ($prompt) => $prompt->contains('Hello')); + +// Transcription +Transcription::fake(['Transcribed text.']); +Transcription::assertGenerated(fn ($prompt) => $prompt->isDiarized()); + +// Embeddings +Embeddings::fake(); +Embeddings::assertGenerated(fn ($prompt) => $prompt->contains('Laravel')); + +// Reranking +Reranking::fake(); +Reranking::assertReranked(fn ($prompt) => $prompt->contains('PHP')); + +// Files +Files::fake(); +Files::assertStored(fn ($file) => $file->mimeType() === 'text/plain'); + +// Stores +Stores::fake(); +Stores::assertCreated('Knowledge Base'); +$store = Stores::get('id'); +$store->assertAdded('file_id'); +``` + +## Key Patterns + +- Namespace: `Laravel\Ai\` +- Package: `composer require laravel/ai` +- Agent pattern: Implement the `Agent` interface and use the `Promptable` trait +- Optional interfaces: `HasTools`, `HasMiddleware`, `HasStructuredOutput`, `Conversational` +- Entry-point classes: `Image`, `Audio`, `Transcription`, `Embeddings`, `Reranking`, `Stores` +- Artisan commands: `php artisan make:agent`, `php artisan make:tool` +- Global helper: `agent()` for anonymous agents + +## Common Pitfalls + +### Wrong Namespace + +The namespace is `Laravel\Ai`, not `Illuminate\Ai` or `Laravel\AI`. + +```php +// Correct +use Laravel\Ai\Image; +use Laravel\Ai\Contracts\Agent; +use Laravel\Ai\Promptable; + +// Wrong — these do not exist +use Illuminate\Ai\Image; +use Laravel\AI\Agent; +``` + +### Unsupported Provider Capability + +Calling a capability not supported by a provider throws a `LogicException`. Refer to the provider support table below. + +### Never Use Prism Directly + +Use agents and entry-point classes (`Image`, `Audio`, etc.) — not `Prism::text()` directly. The AI SDK wraps Prism internally. + +## Provider Support + +| Provider | Text | Image | Audio | STT | Embeddings | Reranking | Files | Stores | +| ---------- | ---- | ----- | ----- | --- | ---------- | --------- | ----- | ------ | +| OpenAI | Y | Y | Y | Y | Y | - | Y | Y | +| Anthropic | Y | - | - | - | - | - | Y | - | +| Gemini | Y | Y | - | - | Y | - | Y | Y | +| xAI | Y | Y | - | - | - | - | - | - | +| Groq | Y | - | - | - | - | - | - | - | +| OpenRouter | Y | - | - | - | - | - | - | - | +| ElevenLabs | - | - | Y | Y | - | - | - | - | +| Cohere | - | - | - | - | Y | Y | - | - | +| Jina | - | - | - | - | Y | Y | - | - | \ No newline at end of file diff --git a/.agents/skills/tailwindcss-development/SKILL.md b/.agents/skills/tailwindcss-development/SKILL.md new file mode 100644 index 000000000..a8ae7a476 --- /dev/null +++ b/.agents/skills/tailwindcss-development/SKILL.md @@ -0,0 +1,100 @@ +--- +name: tailwindcss-development +description: "Styles applications using Tailwind CSS v3 utilities. Activates when adding styles, restyling components, working with gradients, spacing, layout, flex, grid, responsive design, dark mode, colors, typography, or borders; or when the user mentions CSS, styling, classes, Tailwind, restyle, hero section, cards, buttons, or any visual/UI changes." +license: MIT +metadata: + author: laravel +--- + +# Tailwind CSS Development + +## When to Apply + +Activate this skill when: +- Adding styles to components or pages +- Working with responsive design +- Implementing dark mode +- Extracting repeated patterns into components +- Debugging spacing or layout issues + +## Documentation + +Use `search-docs` for detailed Tailwind CSS v3 patterns and documentation. + +## Basic Usage + +- Use Tailwind CSS classes to style HTML. Check and follow existing Tailwind conventions in the project before introducing new patterns. +- Offer to extract repeated patterns into components that match the project's conventions (e.g., Blade, JSX, Vue). +- Consider class placement, order, priority, and defaults. Remove redundant classes, add classes to parent or child elements carefully to reduce repetition, and group elements logically. + +## Tailwind CSS v3 Specifics + +- Always use Tailwind CSS v3 and verify you're using only classes it supports. +- Configuration is done in the `tailwind.config.js` file. +- Import using `@tailwind` directives: + + +```css +@tailwind base; +@tailwind components; +@tailwind utilities; +``` + +## Spacing + +When listing items, use gap utilities for spacing; don't use margins. + + +```html +
Filters
-{{ $partner?->name ?? 'User' }}
-{{ $conversation->last_message_at?->format('d.m.Y') }}
-{{ $conversationListing?->title ?? 'Listing removed' }}
-- {{ $lastMessage !== '' ? $lastMessage : 'No messages yet' }} -
-{{ $activePartner?->name ?? 'User' }}
-{{ $activeListing?->title ?? 'Listing removed' }}
-- {{ $message->created_at?->format('H:i') }} -
-No messages yet.
-Use a quick reply or send the first message below.
-{{ $message }}
- @enderror -Choose a conversation to start messaging.
-Start a new chat from a listing detail page or continue an existing thread here.
-Filters
+{{ $partner?->name ?? 'User' }}
+{{ $conversation->last_message_at?->format('d.m.Y') }}
+{{ $conversationListing?->title ?? 'Listing removed' }}
++ {{ $lastMessage !== '' ? $lastMessage : 'No messages yet' }} +
+{{ $activePartner?->name ?? 'User' }}
+{{ $activeListing?->title ?? 'Listing removed' }}
++ {{ $message->created_at?->format('H:i') }} +
+No messages yet.
+Use a quick reply or send the first message below.
+Choose a conversation to start messaging.
+Start a new chat from a listing detail page or continue an existing thread here.
+