import { z } from "zod";
import { ComfyUIClient } from "../comfyui-client.js";
export declare const ipadapterSchema: z.ZodObject<{
    prompt: z.ZodString;
    negative_prompt: z.ZodOptional<z.ZodString>;
    reference_image: z.ZodString;
    reference_images: z.ZodOptional<z.ZodArray<z.ZodString, "many">>;
    weight: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
    weight_type: z.ZodDefault<z.ZodOptional<z.ZodEnum<["linear", "ease in", "ease out", "ease in-out", "reverse in-out", "weak input", "weak output", "weak middle", "strong middle", "style transfer", "composition", "strong style transfer"]>>>;
    start_at: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
    end_at: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
    combine_embeds: z.ZodDefault<z.ZodOptional<z.ZodEnum<["concat", "add", "subtract", "average", "norm average"]>>>;
    model: z.ZodOptional<z.ZodString>;
    ipadapter_model: z.ZodOptional<z.ZodString>;
    clip_vision_model: z.ZodOptional<z.ZodString>;
    width: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
    height: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
    steps: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
    cfg_scale: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
    sampler: z.ZodDefault<z.ZodOptional<z.ZodString>>;
    scheduler: z.ZodDefault<z.ZodOptional<z.ZodString>>;
    seed: z.ZodOptional<z.ZodNumber>;
    loras: z.ZodOptional<z.ZodArray<z.ZodObject<{
        name: z.ZodString;
        strength_model: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
        strength_clip: z.ZodDefault<z.ZodOptional<z.ZodNumber>>;
    }, "strip", z.ZodTypeAny, {
        name: string;
        strength_model: number;
        strength_clip: number;
    }, {
        name: string;
        strength_model?: number | undefined;
        strength_clip?: number | undefined;
    }>, "many">>;
    output_path: z.ZodString;
}, "strip", z.ZodTypeAny, {
    steps: number;
    width: number;
    height: number;
    output_path: string;
    prompt: string;
    scheduler: string;
    sampler: string;
    cfg_scale: number;
    reference_image: string;
    weight: number;
    weight_type: "linear" | "ease in" | "ease out" | "ease in-out" | "reverse in-out" | "weak input" | "weak output" | "weak middle" | "strong middle" | "style transfer" | "composition" | "strong style transfer";
    start_at: number;
    end_at: number;
    combine_embeds: "concat" | "add" | "subtract" | "average" | "norm average";
    model?: string | undefined;
    seed?: number | undefined;
    negative_prompt?: string | undefined;
    loras?: {
        name: string;
        strength_model: number;
        strength_clip: number;
    }[] | undefined;
    reference_images?: string[] | undefined;
    ipadapter_model?: string | undefined;
    clip_vision_model?: string | undefined;
}, {
    output_path: string;
    prompt: string;
    reference_image: string;
    model?: string | undefined;
    steps?: number | undefined;
    seed?: number | undefined;
    width?: number | undefined;
    height?: number | undefined;
    scheduler?: string | undefined;
    sampler?: string | undefined;
    negative_prompt?: string | undefined;
    cfg_scale?: number | undefined;
    loras?: {
        name: string;
        strength_model?: number | undefined;
        strength_clip?: number | undefined;
    }[] | undefined;
    reference_images?: string[] | undefined;
    weight?: number | undefined;
    weight_type?: "linear" | "ease in" | "ease out" | "ease in-out" | "reverse in-out" | "weak input" | "weak output" | "weak middle" | "strong middle" | "style transfer" | "composition" | "strong style transfer" | undefined;
    start_at?: number | undefined;
    end_at?: number | undefined;
    combine_embeds?: "concat" | "add" | "subtract" | "average" | "norm average" | undefined;
    ipadapter_model?: string | undefined;
    clip_vision_model?: string | undefined;
}>;
export type IPAdapterInput = z.infer<typeof ipadapterSchema>;
export interface IPAdapterResult {
    success: boolean;
    path: string;
    seed: number;
    message: string;
    referenceCount: number;
}
/**
 * Generate an image using IP-Adapter for identity/style preservation
 *
 * IP-Adapter uses CLIP image embeddings from reference images to guide
 * generation, enabling:
 * - Character identity preservation across generations
 * - Style transfer from reference images
 * - Composition guidance
 *
 * Requires ComfyUI_IPAdapter_plus custom nodes to be installed.
 */
export declare function ipadapter(client: ComfyUIClient, input: IPAdapterInput, defaultModel: string): Promise<IPAdapterResult>;
/**
 * List available IP-Adapter models
 */
export declare function listIPAdapterModels(client: ComfyUIClient): Promise<string[]>;
/**
 * List available CLIP Vision models
 */
export declare function listClipVisionModels(client: ComfyUIClient): Promise<string[]>;