package providers import ( "context" "fmt" "github.com/sipeed/picoclaw/pkg/providers/protocoltypes" ) type ToolCall = protocoltypes.ToolCall type FunctionCall = protocoltypes.FunctionCall type LLMResponse = protocoltypes.LLMResponse type UsageInfo = protocoltypes.UsageInfo type Message = protocoltypes.Message type ToolDefinition = protocoltypes.ToolDefinition type ToolFunctionDefinition = protocoltypes.ToolFunctionDefinition type ExtraContent = protocoltypes.ExtraContent type GoogleExtra = protocoltypes.GoogleExtra type LLMProvider interface { Chat(ctx context.Context, messages []Message, tools []ToolDefinition, model string, options map[string]interface{}) (*LLMResponse, error) GetDefaultModel() string } // FailoverReason classifies why an LLM request failed for fallback decisions. type FailoverReason string const ( FailoverAuth FailoverReason = "auth" FailoverRateLimit FailoverReason = "rate_limit" FailoverBilling FailoverReason = "billing" FailoverTimeout FailoverReason = "timeout" FailoverFormat FailoverReason = "format" FailoverOverloaded FailoverReason = "overloaded" FailoverUnknown FailoverReason = "unknown" ) // FailoverError wraps an LLM provider error with classification metadata. type FailoverError struct { Reason FailoverReason Provider string Model string Status int Wrapped error } func (e *FailoverError) Error() string { return fmt.Sprintf("failover(%s): provider=%s model=%s status=%d: %v", e.Reason, e.Provider, e.Model, e.Status, e.Wrapped) } func (e *FailoverError) Unwrap() error { return e.Wrapped } // IsRetriable returns true if this error should trigger fallback to next candidate. // Non-retriable: Format errors (bad request structure, image dimension/size). func (e *FailoverError) IsRetriable() bool { return e.Reason != FailoverFormat } // ModelConfig holds primary model and fallback list. type ModelConfig struct { Primary string Fallbacks []string }