export interface PredictRequest {
    organization_apikey: string;
    app_apikey: string;
    tenant_apikey?: string;
    item_id: string;
    prediction_type: 'trend' | 'anomaly' | 'failure';
    timeframe: '1h' | '24h' | '7d' | '30d';
}
export interface PredictResponse {
    timestamp: string;
    item_id: string;
    prediction: string;
    confidence: number;
    explanation: string;
    timeframe: string;
    recommendations: string[];
}
export interface PredictionType {
    type: 'trend' | 'anomaly' | 'failure';
    description: string;
    use_cases: string[];
    example: string;
}
export interface Timeframe {
    value: '1h' | '24h' | '7d' | '30d';
    description: string;
    use_cases: string;
}
export interface PredictConfigResponse {
    prediction_types: PredictionType[];
    timeframes: Timeframe[];
    example_request: PredictRequest;
    example_response: PredictResponse;
}
export interface Metric {
    name: string;
    friendly_name?: string;
    value: any;
    unit?: string;
}
export interface DecideRequest {
    organization_apikey: string;
    app_apikey: string;
    tenant_apikey?: string;
    log_data: {
        metrics: Metric[];
        context: string;
        item_name: string;
    };
    allowed_actions: Record<string, string>;
}
export interface DecideResponse {
    timestamp: string;
    decision: string;
    reason: string;
    confidence: number;
    message?: string;
}