provider-implementation

Original：🇺🇸 English

Translated

Implementing providers for Beluga AI v2 registries. Use when creating LLM, embedding, vectorstore, voice, or any other provider.

1installs

Sourcelookatitude/beluga-ai

Added on2026-02-11

NPX Install

npx skill4agent add lookatitude/beluga-ai provider-implementation

SKILL.md Content

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Provider Implementation

Checklist

Implement the full interface (ChatModel, Embedder, VectorStore, STT, TTS, etc.).
Register via
```
init()
```
with parent package's
```
Register()
```
.
Map provider errors to
```
core.Error
```
with correct ErrorCode.
Support context cancellation.
Include token/usage metrics where applicable.
Compile-time check:
```
var _ Interface = (*Impl)(nil)
```
.
Unit tests with mocked HTTP responses (httptest).

File Structure

llm/providers/openai/
├── openai.go          # Implementation + New() + init()
├── stream.go          # Streaming
├── errors.go          # Error mapping
├── openai_test.go     # Tests
└── testdata/          # Recorded HTTP responses

Template

go

var _ llm.ChatModel = (*Model)(nil)

func init() {
    llm.Register("openai", func(cfg llm.ProviderConfig) (llm.ChatModel, error) { return New(cfg) })
}

func New(cfg llm.ProviderConfig) (*Model, error) {
    if cfg.APIKey == "" { return nil, &core.Error{Op: "openai.new", Code: core.ErrAuth, Message: "API key required"} }
    return &Model{client: newClient(cfg.APIKey, cfg.BaseURL), model: cfg.Model}, nil
}

func (m *Model) Stream(ctx context.Context, msgs []schema.Message, opts ...llm.GenerateOption) iter.Seq2[schema.StreamChunk, error] {
    return func(yield func(schema.StreamChunk, error) bool) { /* stream implementation */ }
}

Error Mapping

go

switch apiErr.StatusCode {
case 401: code = core.ErrAuth
case 429: code = core.ErrRateLimit
case 408, 504: code = core.ErrTimeout
case 400: code = core.ErrInvalidInput
}

See

docs/providers.md

for provider categories and priorities.