import { z } from "zod";
export declare const NetworkRecommenderOutputSchema: z.ZodObject<{
    rankedNetworkIds: z.ZodArray<z.ZodString, "many">;
    reasoning: z.ZodString;
}, "strip", z.ZodTypeAny, {
    reasoning: string;
    rankedNetworkIds: string[];
}, {
    reasoning: string;
    rankedNetworkIds: string[];
}>;
export type NetworkRecommenderOutput = z.infer<typeof NetworkRecommenderOutputSchema>;
export interface NetworkRecommenderNetwork {
    networkId: string;
    renderedContext: string;
}
export interface NetworkRecommenderInput {
    /** The user's global user_context paragraph (synthesized identity text). */
    userContext: string;
    networks: NetworkRecommenderNetwork[];
}
/**
 * LLM-based agent that ranks public communities against a user's profile.
 * Used during onboarding step 6 to surface the most relevant communities first.
 *
 * Follows the IntentIndexer pattern: `withStructuredOutput`, `invokeWithAbortSignal`,
 * null-on-error fallback.  `createStructuredModel` is called inside the constructor
 * (not at module level) so that importing this module does not require
 * OPENROUTER_API_KEY to be set — tests that import communities tools without a
 * live LLM env are unaffected.
 *
 * IND-546: canonical home — previously network/network.recommender.ts.
 */
export declare class NetworkRecommender {
    private model;
    constructor();
    /**
     * Ranks the provided networks by relevance to the user's profile.
     *
     * @param input - User profile and list of networks with rendered context.
     * @returns Ranked network IDs and one-sentence reasoning, or null on error.
     */
    invoke(input: NetworkRecommenderInput): Promise<NetworkRecommenderOutput | null>;
}