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Go framework design patterns for Beluga AI v2. Use when designing package structure, registries, lifecycle, or creating new packages.
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Documentation writing patterns for Beluga AI v2. Use when creating package docs, tutorials, API guides, or teaching-oriented content.
Go interface design with registry, middleware, and hooks for Beluga AI v2. Use when creating interfaces, extension contracts, or adding hooks/middleware.
Go testing patterns for Beluga AI v2. Use when writing tests, mocks, or benchmarks.
Implementing providers for Beluga AI v2 registries. Use when creating LLM, embedding, vectorstore, voice, or any other provider.
Go 1.23 iter.Seq2 streaming patterns for Beluga AI v2. Use when implementing streaming, transforms, or backpressure.
| name | go-framework |
| description | Go framework design patterns for Beluga AI v2. Use when designing package structure, registries, lifecycle, or creating new packages. |
<package>/
├── <interface>.go # Extension contract
├── registry.go # Register(), New(), List()
├── hooks.go # Lifecycle hooks
├── middleware.go # Middleware type + Apply()
└── providers/ # Built-in implementations
var (
mu sync.RWMutex
registry = make(map[string]Factory)
)
func Register(name string, f Factory) {
mu.Lock()
defer mu.Unlock()
registry[name] = f
}
func New(name string, cfg ProviderConfig) (Interface, error) {
mu.RLock()
f, ok := registry[name]
mu.RUnlock()
if !ok {
return nil, fmt.Errorf("unknown provider %q (registered: %v)", name, List())
}
return f(cfg)
}
func List() []string { /* sorted keys */ }
type Option func(*options)
func WithTimeout(d time.Duration) Option { return func(o *options) { o.timeout = d } }
func New(opts ...Option) *Thing { o := defaults(); for _, opt := range opts { opt(&o) }; return &Thing{opts: o} }
func init() {
llm.Register("openai", func(cfg llm.ProviderConfig) (llm.ChatModel, error) { return New(cfg) })
}
// Users import: import _ "github.com/lookatitude/beluga-ai/v2/llm/providers/openai"
var _ Interface = (*Impl)(nil)(T, error), wrap with core.Error, check IsRetryable().