@callmedayz/ai-prompt-toolkit/dist/few-shot.d.ts

Professional AI prompt engineering toolkit with advanced template features, real-time dashboards, conditional logic, template inheritance, live monitoring, OpenRouter integration, and 310+ model support

import { FewShotOptions, FewShotResult, FewShotExample } from './types';
/**
 * Few-Shot Learning Prompt Template System
 * Creates prompts with examples to guide AI model behavior through demonstration
 */
export declare class FewShotTemplate {
    private options;
    private template;
    constructor(options: FewShotOptions);
    /**
     * Generate the few-shot learning prompt
     */
    generate(input: string): FewShotResult;
    /**
     * Add a new example
     */
    addExample(example: FewShotExample): FewShotTemplate;
    /**
     * Remove an example by index
     */
    removeExample(index: number): FewShotTemplate;
    /**
     * Update an example by index
     */
    updateExample(index: number, example: FewShotExample): FewShotTemplate;
    /**
     * Get all examples
     */
    getExamples(): FewShotExample[];
    /**
     * Set maximum number of examples to include
     */
    setMaxExamples(max: number): FewShotTemplate;
    /**
     * Create a template for common few-shot patterns
     */
    static createPattern(pattern: 'classification' | 'extraction' | 'transformation' | 'qa' | 'generation', task: string): FewShotTemplate;
    /**
     * Create a balanced few-shot template with diverse examples
     */
    static createBalanced(task: string, examples: FewShotExample[], options?: Partial<FewShotOptions>): FewShotTemplate;
    private static balanceExamples;
    private buildTemplate;
}
/**
 * Utility function to create a quick few-shot prompt
 */
export declare function createFewShot(task: string, examples: Array<{
    input: string;
    output: string;
    explanation?: string;
}>, input: string, options?: Partial<FewShotOptions>): FewShotResult;
/**
 * Create few-shot examples from a dataset
 */
export declare function createExamplesFromData(data: Array<{
    input: any;
    output: any;
}>, maxExamples?: number): FewShotExample[];
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