limitless-ai-mcp-server/dist/sampling/templates.js

MCP server for integrating Limitless AI Pendant recordings with AI assistants

"use strict";
Object.defineProperty(exports, "__esModule", { value: true });
exports.samplingTemplates = void 0;
exports.buildSamplingPrompt = buildSamplingPrompt;
exports.samplingTemplates = {
    summarize: {
        name: 'summarize',
        description: 'Summarize lifelog content',
        userPromptTemplate: 'Please provide a concise summary of the following lifelog content:\n\n{content}',
        modelPreferences: {
            speedPriority: 0.8,
            costPriority: 0.7,
        },
        temperature: 0.3,
        maxTokens: 500,
    },
    extractInfo: {
        name: 'extractInfo',
        description: 'Extract specific information from lifelog',
        userPromptTemplate: 'Extract {infoType} from the following lifelog:\n\n{content}\n\nProvide the information in a structured format.',
        modelPreferences: {
            intelligencePriority: 0.8,
        },
        temperature: 0.2,
        maxTokens: 800,
    },
    analyzePatterns: {
        name: 'analyzePatterns',
        description: 'Analyze patterns and trends in lifelogs',
        userPromptTemplate: 'Analyze the following lifelog data for patterns and trends:\n\n{content}\n\nFocus on:\n1. Recurring topics\n2. Time patterns\n3. Key relationships\n4. Notable changes',
        modelPreferences: {
            intelligencePriority: 0.9,
        },
        temperature: 0.4,
        maxTokens: 1000,
    },
    generateInsights: {
        name: 'generateInsights',
        description: 'Generate actionable insights from lifelogs',
        userPromptTemplate: 'Based on the following lifelog content, generate actionable insights:\n\n{content}\n\nProvide:\n1. Key observations\n2. Recommendations\n3. Areas for improvement\n4. Opportunities identified',
        modelPreferences: {
            intelligencePriority: 0.9,
            speedPriority: 0.5,
        },
        temperature: 0.5,
        maxTokens: 1200,
    },
    compareLifelogs: {
        name: 'compareLifelogs',
        description: 'Compare multiple lifelogs',
        userPromptTemplate: 'Compare and contrast the following lifelogs:\n\n{content}\n\nHighlight:\n1. Similarities\n2. Differences\n3. Progress or changes\n4. Patterns across time',
        temperature: 0.3,
        maxTokens: 1000,
    },
};
function buildSamplingPrompt(template, variables) {
    let prompt = template.userPromptTemplate;
    // Replace variables in the template
    Object.entries(variables).forEach(([key, value]) => {
        prompt = prompt.replace(new RegExp(`\\{${key}\\}`, 'g'), value);
    });
    return prompt;
}
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