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No commits in common. "9ef73adffbe94e48f80b4b37365d3307d9c767f4" and "63c5e880ac67b44ae9730601268c3afce4626d6b" have entirely different histories.
9ef73adffb
...
63c5e880ac
3 changed files with 35 additions and 117 deletions
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@ -11,10 +11,10 @@
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<br>
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<br>
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<form id="uploadForm" enctype="multipart/form-data">
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<form id="uploadForm" enctype="multipart/form-data">
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<label for="resume">Upload Resume (pdf or docx):</label>
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<label for="resume">Upload Resume (pdf or docx):</label>
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<input type="file" id="resume" name="resume" accept=".txt,.pdf,.docx" required><br><br>
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<input type="file" name="resume" accept=".txt,.pdf,.docx" required><br><br>
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<label for="jobDescription">Paste Job Description:</label>
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<label for="jobDescription">Paste Job Description:</label>
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<textarea id="jobDescription" name="jobDescription" rows="6" cols="50" required></textarea><br><br>
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<textarea name="jobDescription" rows="6" cols="50" required></textarea><br><br>
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<button type="submit" id="generateBtn">Generate Cover Letter</button>
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<button type="submit" id="generateBtn">Generate Cover Letter</button>
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</form>
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</form>
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@ -1,12 +1,13 @@
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document.getElementById('uploadForm').addEventListener('submit', async function (event) {
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document.getElementById('uploadForm').addEventListener('submit', async function (event) {
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event.preventDefault();
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event.preventDefault();
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const formData = new FormData(this);
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const outputSection = document.getElementById('outputSection');
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const outputSection = document.getElementById('outputSection');
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const coverLetterOutput = document.getElementById('coverLetterOutput');
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const coverLetterOutput = document.getElementById('coverLetterOutput');
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const generateBtn = document.getElementById('generateBtn');
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const generateBtn = document.getElementById('generateBtn');
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const downloadBtn = document.getElementById('downloadBtn');
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const downloadBtn = document.getElementById('downloadBtn');
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generateBtn.disabled = true;
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generateBtn.disabled = true;
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generateBtn.textContent = "Generating...";
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generateBtn.textContent = "Generating...";
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coverLetterOutput.value = ""; //This clear any previous generated output
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coverLetterOutput.value = ""; //This clear any previous generated output
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@ -15,37 +16,11 @@ document.getElementById('uploadForm').addEventListener('submit', async function
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outputSection.style.display = "block";
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outputSection.style.display = "block";
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coverLetterOutput.value = "Generating cover letter...";
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coverLetterOutput.value = "Generating cover letter...";
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const fileInput = document.getElementById('resume');
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const jobDescriptionInput = document.getElementById('jobDescription');
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if (!fileInput || !jobDescriptionInput) {
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console.error("Form elements not found.");
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return;
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}
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const file = fileInput.files[0];
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const jobDescription = jobDescriptionInput.value;
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if (!file) {
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alert("Please upload a resume.");
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return;
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}
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if (!jobDescription.trim()) {
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alert("Please enter a job description.");
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return;
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}
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const formData = new FormData();
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formData.append("resume", file);
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formData.append("jobDescription", jobDescription);
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try {
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try {
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const response = await fetch('/generate', {
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const response = await fetch('/generate', {
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method: "POST",
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method: 'POST',
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body: formData,
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body: formData
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});
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});
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const result = await response.json();
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const result = await response.json();
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if (result.coverLetter) {
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if (result.coverLetter) {
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@ -66,34 +41,25 @@ document.getElementById('uploadForm').addEventListener('submit', async function
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});
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});
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document.getElementById('downloadBtn').addEventListener('click', async function () {
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document.getElementById('downloadBtn').addEventListener('click', async function() {
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const coverLetterText = document.getElementById('coverLetterOutput').value;
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const coverLetterText = document.getElementById('coverLetterOutput').value;
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try {
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try {
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const response = await fetch('/generate/download', {
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const response = await fetch('/generate/download', {
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method: 'POST',
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method: 'POST',
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headers: { 'Content-Type': 'application/json' },
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headers: { 'Content-Type': 'application/json' },
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body: JSON.stringify({ coverLetterText })
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body: JSON.stringify({ coverLetterText })
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});
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});
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if (!response.ok) throw new Error('Failed to download document.');
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const result = await response.json();
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if (result.downloadLink) {
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// Convert response to blob
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window.location.href = result.downloadLink;
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const blob = await response.blob();
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} else {
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const url = window.URL.createObjectURL(blob);
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alert('Error downloading document.')
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}
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// Create a temporary download link
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const a = document.createElement('a');
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a.href = url;
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a.download = 'cover_letter.docx';
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document.body.appendChild(a);
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a.click();
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// Cleanup
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document.body.removeChild(a);
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window.URL.revokeObjectURL(url);
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} catch (error) {
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} catch (error) {
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console.error('Error:', error);
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console.error('Error:', error);
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alert('Failed to download document.');
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alert('Failed to download document.')
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}
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}
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});
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});
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@ -3,13 +3,17 @@ const express = require('express');
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const multer = require('multer');
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const multer = require('multer');
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const pdf = require('pdf-parse');
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const pdf = require('pdf-parse');
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const { Document, Packer, Paragraph, TextRun } = require('docx');
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const { Document, Packer, Paragraph, TextRun } = require('docx');
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const fs = require('fs');
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const promises = require('fs/promises');
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const Anthropic = require('@anthropic-ai/sdk');
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const Anthropic = require('@anthropic-ai/sdk');
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const path = require('path');
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const { runInNewContext } = require('vm');
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// Load Environment Variables
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// Load Environment Variables
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require('dotenv').config();
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require('dotenv').config();
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const router = express.Router();
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const router = express.Router();
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const upload = multer({ storage: multer.memoryStorage() });
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const upload = multer({ dest: 'uploads/'});
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// initialize LLM
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// initialize LLM
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//TODO Update to have User Provide their own key
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//TODO Update to have User Provide their own key
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@ -21,27 +25,21 @@ const anthropic = new Anthropic({
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// Handle Resume upload and user input for Job Description
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// Handle Resume upload and user input for Job Description
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router.post('/', upload.single('resume'), async (req, res) =>{
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router.post('/', upload.single('resume'), async (req, res) =>{
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try{
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try{
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const resumePath = req.file.path;
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if (!req.file || !req.body.jobDescription) {
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return res.status(400).json({ error: 'Resume and Job Description are required' });
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}
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let resumeText = req.file.buffer.toString('utf-8');
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const jobDescription = req.body.jobDescription;
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const jobDescription = req.body.jobDescription;
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if (req.file.mimetype === 'application/pdf') {
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const pdfData = await pdf(req.file.buffer);
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resumeText = pdfData.text;
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}
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// Load the LLM APi Messages
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// Load the LLM APi Messages
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// These include placeholders to be replaced later in function
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// These include placeholders to be replaced later in function
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const resume_parser_api = require('../data/resume_parser_api.json');
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const resume_parser_api = require('../data/resume_parser_api.json');
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const cover_letter_api = require('../data/cover_letter_api.json');
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const cover_letter_api = require('../data/cover_letter_api.json');
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// Extract Data from PDF (includes text and meta data if needed for later development)
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const resumeData = await promises.readFile(resumePath);
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const extractedResumeText = await pdf(resumeData);
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// Replace placeholder in resume api with extracted text
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// Replace placeholder in resume api with extracted text
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resume_parser_api.messages[0].content[0].text = resume_parser_api.messages[0].content[0].text.replace("{{resume}}", resumeText);
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resume_parser_api.messages[0].content[0].text = resume_parser_api.messages[0].content[0].text.replace("{{resume}}", extractedResumeText.text);
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// Send resume to LLM
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// Send resume to LLM
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const resumeResponse = await anthropic.messages.create(resume_parser_api);
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const resumeResponse = await anthropic.messages.create(resume_parser_api);
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@ -66,7 +64,7 @@ router.post('/', upload.single('resume'), async (req, res) =>{
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router.post('/download', async (req, res) => {
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router.post('/download', async (req, res) => {
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try {
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try {
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const { coverLetterText } = req.body;
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const { coverLetterText } = res.body;
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const outputFilename = path.join(__dirname, '../uploads/cover_letter.docx');
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const outputFilename = path.join(__dirname, '../uploads/cover_letter.docx');
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generateCoverLetter(coverLetterText, outputFilename);
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generateCoverLetter(coverLetterText, outputFilename);
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@ -79,56 +77,10 @@ router.post('/download', async (req, res) => {
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});
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});
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function generateCoverLetter(rawText, outputFilename) {
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function generateCoverLetter(rawText, outputFilename) {
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const header = rawText.match(/<header>(.*?)<\/header>/s)[1].trim();
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const greeting = rawText.match(/<greeting>(.*?)<\/greeting>/s)[1].trim();
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const introduction = rawText.match(/<introduction>(.*?)<\/introduction>/s)[1].trim();
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const body = rawText.match(/<body>(.*?)<\/body>/s)[1].trim();
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const conclusion = rawText.match(/<conclusion>(.*?)<\/conclusion>/s)[1].trim();
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const signature = rawText.match(/<signature>(.*?)<\/signature>/s)[1].trim();
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// Create a new document using docx
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const doc = new Document({
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const doc = new Document({
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sections: [
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sections: [
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{
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{
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properties: {},
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children: [new Paragraph({ children: [new TextRun(rawText)] })],
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children: [
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new Paragraph({
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children: [
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new TextRun(header),
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new TextRun("\n\n"), // Add line breaks between sections
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],
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}),
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new Paragraph({
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children: [
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new TextRun(greeting),
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new TextRun("\n\n"),
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],
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}),
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new Paragraph({
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children: [
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new TextRun(introduction),
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new TextRun("\n\n"),
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],
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}),
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new Paragraph({
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children: [
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new TextRun(body),
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new TextRun("\n\n"),
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],
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}),
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new Paragraph({
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children: [
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new TextRun(conclusion),
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new TextRun("\n\n"),
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],
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}),
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new Paragraph({
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children: [
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new TextRun(signature),
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new TextRun("\n\n"),
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],
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}),
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],
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},
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},
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],
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],
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});
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});
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