provider

type Alias struct {
	APIType     string // The actual API type to use (openai, anthropic, etc.)
	BaseURL     string // Default base URL for the provider
	TokenEnvVar string // Environment variable name for the API token
}

type BatchEmbeddingProvider interface {
	EmbeddingProvider
	// CreateBatchEmbedding generates embedding vectors for multiple texts with usage tracking.
	// Returns embeddings in the same order as input texts.
	CreateBatchEmbedding(ctx context.Context, texts []string) (*base.BatchEmbeddingResult, error)
}

type EmbeddingProvider interface {
	Provider
	// CreateEmbedding generates an embedding vector for the given text with usage tracking.
	CreateEmbedding(ctx context.Context, text string) (*base.EmbeddingResult, error)
}

type Provider interface {
	// ID returns the model provider ID
	ID() string
	// CreateChatCompletionStream creates a streaming chat completion request
	// It returns a stream that can be iterated over to get completion chunks
	CreateChatCompletionStream(
		ctx context.Context,
		messages []chat.Message,
		tools []tools.Tool,
	) (chat.MessageStream, error)
	// BaseConfig returns the base configuration of this provider
	BaseConfig() base.Config
}

type RerankingProvider interface {
	Provider
	// Rerank scores documents by relevance to the query.
	// Returns relevance scores in the same order as input documents.
	// Scores are typically in [0, 1] range where higher means more relevant.
	// criteria: Optional domain-specific guidance for relevance scoring (appended to base prompt)
	// documents: Array of types.Document with content and metadata
	Rerank(ctx context.Context, query string, documents []types.Document, criteria string) ([]float64, error)
}