Adjusted Career Coach for milestones/impacts/tasks.
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@ -8,6 +8,7 @@ import dotenv from 'dotenv';
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import path from 'path';
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import fs from 'fs/promises';
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import multer from 'multer';
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import authFetch from '../src/utils/authFetch.js'; // Adjust path as needed
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import mammoth from 'mammoth';
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import { fileURLToPath } from 'url';
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import jwt from 'jsonwebtoken';
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@ -557,56 +558,185 @@ I'm here to support you with personalized coaching—what would you like to focu
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}
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// B. Build a user summary that references all available info (unchanged from your code)
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function buildUserSummary({ userProfile, scenarioRow, financialProfile, collegeProfile, aiRisk }) {
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const userName = userProfile.first_name || "N/A";
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const location = userProfile.location || "N/A";
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const userGoals = userProfile.goals || [];
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function buildUserSummary({
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userProfile = {},
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scenarioRow = {},
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financialProfile = {},
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collegeProfile = {},
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aiRisk = null,
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salaryAnalysis = null,
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economicProjections = null
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}) {
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// 1) USER PROFILE
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const firstName = userProfile.firstname || "N/A";
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const lastName = userProfile.lastname || "N/A";
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const fullName = `${firstName} ${lastName}`;
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const username = userProfile.username || "N/A";
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const location = userProfile.area || userProfile.state || "Unknown Region";
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// userProfile.career_situation might be "enhancing", "preparing", etc.
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const careerSituation = userProfile.career_situation || "Not provided";
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const careerName = scenarioRow?.career_name || "this career";
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const socCode = scenarioRow?.soc_code || "N/A";
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const jobDescription = scenarioRow?.job_description || "No description";
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const tasksList = scenarioRow?.tasks?.length
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? scenarioRow.tasks.join(", ")
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: "No tasks info";
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// RIASEC
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let riasecText = "None";
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if (userProfile.riasec_scores) {
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try {
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const rScores = JSON.parse(userProfile.riasec_scores);
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// { "R":23,"I":25,"A":23,"S":16,"E":15,"C":22 }
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riasecText = `
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(R) Realistic: ${rScores.R}
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(I) Investigative: ${rScores.I}
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(A) Artistic: ${rScores.A}
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(S) Social: ${rScores.S}
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(E) Enterprising: ${rScores.E}
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(C) Conventional: ${rScores.C}
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`.trim();
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} catch(e) {
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console.error("Error parsing RIASEC JSON =>", e);
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}
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}
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const income = financialProfile?.income ? `$${financialProfile.income}` : "N/A";
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const debt = financialProfile?.debt ? `$${financialProfile.debt}` : "N/A";
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const savings = financialProfile?.savings ? `$${financialProfile.savings}` : "N/A";
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// Possibly parse "career_priorities" if you need them
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let careerPriorities = "Not provided";
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if (userProfile.career_priorities) {
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// e.g. "career_priorities": "{\"interests\":\"Somewhat important\",\"meaning\":\"Somewhat important\",\"stability\":\"Very important\", ...}"
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try {
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const cP = JSON.parse(userProfile.career_priorities);
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// Build a bullet string
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careerPriorities = Object.entries(cP).map(([k,v]) => `- ${k}: ${v}`).join("\n");
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} catch(e) {
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console.error("Error parsing career_priorities =>", e);
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}
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}
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const major = collegeProfile?.major || "N/A";
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const creditsCompleted = collegeProfile?.credits_completed || 0;
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const graduationDate = collegeProfile?.expected_graduation || "Unknown";
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// 2) CAREER SCENARIO
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// scenarioRow might have career_name, job_description, tasks
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// but you said sometimes you store them in scenarioRow or pass them in a separate param
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const careerName = scenarioRow.career_name || "No career selected";
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const socCode = scenarioRow.soc_code || "N/A";
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const jobDescription = scenarioRow.job_description || "No jobDescription info";
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// scenarioRow.tasks might be an array
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const tasksList = Array.isArray(scenarioRow.tasks) && scenarioRow.tasks.length
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? scenarioRow.tasks.join(", ")
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: "No tasks info";
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const aiRiskReport = aiRisk?.riskLevel
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? `Risk Level: ${aiRisk.riskLevel}\nReasoning: ${aiRisk.reasoning}`
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: "No AI risk info provided.";
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// 3) FINANCIAL PROFILE
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// your actual JSON uses e.g. "current_salary", "additional_income"
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const currentSalary = financialProfile.current_salary || 0;
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const additionalIncome = financialProfile.additional_income || 0;
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const monthlyExpenses = financialProfile.monthly_expenses || 0;
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const monthlyDebt = financialProfile.monthly_debt_payments || 0;
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const retirementSavings = financialProfile.retirement_savings || 0;
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const emergencyFund = financialProfile.emergency_fund || 0;
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return `
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// 4) COLLEGE PROFILE
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// from your JSON:
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const selectedProgram = collegeProfile.selected_program || "N/A";
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const enrollmentStatus = collegeProfile.college_enrollment_status || "Not enrolled";
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const creditHoursCompleted = parseFloat(collegeProfile.hours_completed) || 0;
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const programLength = parseFloat(collegeProfile.program_length) || 0;
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const expectedGraduation = collegeProfile.expected_graduation || "Unknown";
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// 5) AI RISK
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// from aiRisk object
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let riskText = "No AI risk info provided.";
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if (aiRisk?.riskLevel) {
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riskText = `Risk Level: ${aiRisk.riskLevel}
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Reasoning: ${aiRisk.reasoning}`;
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}
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// 6) SALARY ANALYSIS
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// e.g. { "regional": { ... }, "national": { ... } }
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let salaryText = "No salary analysis provided.";
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if (salaryAnalysis && salaryAnalysis.regional && salaryAnalysis.national) {
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salaryText = `
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[Regional Salary Range]
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10th Percentile: $${salaryAnalysis.regional.regional_PCT10}
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25th Percentile: $${salaryAnalysis.regional.regional_PCT25}
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Median: $${salaryAnalysis.regional.regional_MEDIAN}
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75th: $${salaryAnalysis.regional.regional_PCT75}
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90th: $${salaryAnalysis.regional.regional_PCT90}
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[National Salary Range]
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10th Percentile: $${salaryAnalysis.national.national_PCT10}
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25th Percentile: $${salaryAnalysis.national.national_PCT25}
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Median: $${salaryAnalysis.national.national_MEDIAN}
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75th: $${salaryAnalysis.national.national_PCT75}
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90th: $${salaryAnalysis.national.national_PCT90}
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`.trim();
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}
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// 7) ECONOMIC PROJECTIONS
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// e.g. { "state": { ... }, "national": { ... } }
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let econText = "No economic projections provided.";
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if (economicProjections?.state && economicProjections.national) {
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econText = `
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[State Projections]
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Area: ${economicProjections.state.area}
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Base Year: ${economicProjections.state.baseYear}
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Base Employment: ${economicProjections.state.base}
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Projected Year: ${economicProjections.state.projectedYear}
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Projected Employment: ${economicProjections.state.projection}
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Change: ${economicProjections.state.change}
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Percent Change: ${economicProjections.state.percentChange}%
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Annual Openings: ${economicProjections.state.annualOpenings}
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Occupation: ${economicProjections.state.occupationName}
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[National Projections]
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Area: ${economicProjections.national.area}
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Base Year: ${economicProjections.national.baseYear}
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Base Employment: ${economicProjections.national.base}
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Projected Year: ${economicProjections.national.projectedYear}
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Projected Employment: ${economicProjections.national.projection}
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Change: ${economicProjections.national.change}
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Percent Change: ${economicProjections.national.percentChange}%
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Annual Openings: ${economicProjections.national.annualOpenings}
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Occupation: ${economicProjections.national.occupationName}
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`.trim();
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}
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// 8) BUILD THE FINAL TEXT
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return `
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[USER PROFILE]
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- Name: ${userName}
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- Full Name: ${fullName}
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- Username: ${username}
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- Location: ${location}
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- Goals: ${userGoals.length ? userGoals.join(", ") : "Not specified"}
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- Career Situation: ${careerSituation}
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- RIASEC:
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${riasecText}
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Career Priorities:
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${careerPriorities}
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[TARGET CAREER]
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- Career Name: ${careerName}
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- SOC Code: ${socCode}
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- Career Name: ${careerName} (SOC: ${socCode})
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- Job Description: ${jobDescription}
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- Typical Tasks: ${tasksList}
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[FINANCIAL PROFILE]
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- Income: ${income}
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- Debt: ${debt}
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- Savings: ${savings}
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- Current Salary: $${currentSalary}
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- Additional Income: $${additionalIncome}
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- Monthly Expenses: $${monthlyExpenses}
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- Monthly Debt: $${monthlyDebt}
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- Retirement Savings: $${retirementSavings}
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- Emergency Fund: $${emergencyFund}
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[COLLEGE / EDUCATION]
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- Major: ${major}
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- Credits Completed: ${creditsCompleted}
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- Expected Graduation Date: ${graduationDate}
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- Program: ${selectedProgram} (Status: ${enrollmentStatus})
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- Credits Completed: ${creditHoursCompleted}
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- Program Length: ${programLength}
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- Expected Graduation: ${expectedGraduation}
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[AI RISK ANALYSIS]
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${aiRiskReport}
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`.trim();
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}
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${riskText}
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[SALARY ANALYSIS]
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${salaryText}
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[ECONOMIC PROJECTIONS]
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${econText}
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`.trim();
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}
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// (No changes to your environment configs)
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@ -719,96 +849,125 @@ ${summaryText}
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model: "gpt-4",
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messages: messagesToSend,
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temperature: 0.7,
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max_tokens: 600
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max_tokens: 1000
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});
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let coachResponse = completion?.choices?.[0]?.message?.content?.trim();
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// ------------------------------------------------
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// 7. Detect and Possibly Save Milestones (unchanged)
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// ------------------------------------------------
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let milestones = [];
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let isMilestoneFormat = false;
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try {
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milestones = JSON.parse(coachResponse);
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isMilestoneFormat = Array.isArray(milestones);
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} catch (e) {
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isMilestoneFormat = false;
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// 4) Grab the response text
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const rawReply = completion?.choices?.[0]?.message?.content?.trim() || "";
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if (!rawReply) {
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return res.json({
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reply: "Sorry, I didn't get a response. Could you please try again?"
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});
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}
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if (isMilestoneFormat && milestones.length) {
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const MILESTONE_API_URL = process.env.APTIVA_INTERNAL_API
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? `${process.env.APTIVA_INTERNAL_API}/premium/milestone`
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: "http://localhost:5002/api/premium/milestone";
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// 5) Default: Just return raw text to front-end
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let replyToClient = rawReply;
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let createdMilestonesData = [];
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const rawForMilestonesEndpoint = milestones.map(m => {
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return {
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title: m.title,
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description: m.description,
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date: m.date,
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career_profile_id: scenarioRow?.id
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};
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});
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// If the AI sent JSON (plan with milestones), parse & create in DB
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if (rawReply.startsWith("{") || rawReply.startsWith("[")) {
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try {
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const planObj = JSON.parse(rawReply);
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const mileRes = await fetch(MILESTONE_API_URL, {
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method: "POST",
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headers: { "Content-Type": "application/json" },
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body: JSON.stringify({ milestones: rawForMilestonesEndpoint })
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});
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// The AI plan is expected to have: planObj.milestones[]
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if (planObj && Array.isArray(planObj.milestones)) {
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for (const milestone of planObj.milestones) {
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// Create the milestone
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const milestoneBody = {
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title: milestone.title,
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description: milestone.description || "",
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date: milestone.date,
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career_profile_id: scenarioRow.id, // or scenarioRow.career_profile_id
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status: "planned",
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progress: 0,
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is_universal: false
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};
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if (!mileRes.ok) {
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console.error("Failed to save milestones =>", mileRes.status);
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coachResponse = "I prepared milestones, but couldn't save them right now. Please try again later.";
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} else {
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const createdMils = await mileRes.json();
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// Call your existing milestone endpoint
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const msRes = await authFetch("/api/premium/milestone", {
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method: "POST",
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headers: { "Content-Type": "application/json" },
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body: JSON.stringify(milestoneBody)
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});
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const createdMs = await msRes.json();
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const IMPACT_API_URL = process.env.APTIVA_INTERNAL_API
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? `${process.env.APTIVA_INTERNAL_API}/premium/milestone-impacts`
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: "http://localhost:5002/api/premium/milestone-impacts";
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// Figure out the new milestone ID
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let newMilestoneId = null;
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if (Array.isArray(createdMs) && createdMs[0]) {
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newMilestoneId = createdMs[0].id;
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} else if (createdMs.id) {
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newMilestoneId = createdMs.id;
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}
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for (let i = 0; i < milestones.length; i++) {
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const originalMilestone = milestones[i];
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const newMilestone = createdMils[i];
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if (Array.isArray(originalMilestone.impacts) && originalMilestone.impacts.length) {
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for (const imp of originalMilestone.impacts) {
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const impactPayload = {
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milestone_id: newMilestone.id,
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impact_type: imp.impact_type,
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direction: imp.direction || 'subtract',
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amount: imp.amount || 0,
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start_date: imp.start_date || null,
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end_date: imp.end_date || null
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};
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try {
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const impactRes = await fetch(IMPACT_API_URL, {
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method: "POST",
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headers: { "Content-Type": "application/json" },
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body: JSON.stringify(impactPayload)
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});
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if (!impactRes.ok) {
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console.error(`Failed to create impact for milestone ${newMilestone.id}`);
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// If we have a milestoneId, create tasks & impacts
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if (newMilestoneId) {
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// tasks
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if (Array.isArray(milestone.tasks)) {
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for (const t of milestone.tasks) {
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const taskBody = {
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milestone_id: newMilestoneId,
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title: t.title,
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description: t.description || "",
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due_date: t.due_date || null
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};
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await authFetch("/api/premium/tasks", {
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method: "POST",
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headers: { "Content-Type": "application/json" },
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body: JSON.stringify(taskBody)
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});
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}
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} catch (err) {
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console.error(`Error creating impact for milestone ${newMilestone.id}`, err);
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}
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// impacts
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if (Array.isArray(milestone.impacts)) {
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for (const imp of milestone.impacts) {
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const impactBody = {
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milestone_id: newMilestoneId,
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impact_type: imp.impact_type,
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direction: imp.direction,
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amount: imp.amount,
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start_date: imp.start_date || null,
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end_date: imp.end_date || null
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};
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await authFetch("/api/premium/milestone-impacts", {
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method: "POST",
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headers: { "Content-Type": "application/json" },
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body: JSON.stringify(impactBody)
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});
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}
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}
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// Keep track of the newly created milestone
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createdMilestonesData.push({
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milestoneId: newMilestoneId,
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title: milestone.title
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});
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}
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}
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}
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coachResponse = "I've created some actionable milestones for you (with financial impacts). You can view them in your roadmap!";
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// If we successfully created at least 1 milestone,
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// override the reply with a success message
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if (createdMilestonesData.length > 0) {
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replyToClient = `
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I've created ${createdMilestonesData.length} milestones (with tasks & impacts) for you in this scenario.
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Check your Milestones tab. Let me know if you want any changes!
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`.trim();
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}
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}
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} catch (parseErr) {
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console.error("Error parsing AI JSON =>", parseErr);
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// We'll just keep the raw AI text if parsing fails
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}
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}
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// ------------------------------------------------
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// 8. Send JSON Response (unchanged)
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// ------------------------------------------------
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res.json({ reply: coachResponse, aiRisk });
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// 6) Finally, respond to front-end
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return res.json({
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reply: replyToClient,
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createdMilestones: createdMilestonesData
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});
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} catch (err) {
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console.error("Error in /api/premium/ai/chat =>", err);
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res.status(500).json({ error: "Failed to generate conversational response." });
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return res.status(500).json({ error: "Failed to process AI chat." });
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}
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});
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