63 lines
No EOL
2.4 KiB
JavaScript
63 lines
No EOL
2.4 KiB
JavaScript
// Load Modules
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const express = require('express');
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const multer = require('multer');
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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 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 path = require('path');
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const { runInNewContext } = require('vm');
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// Load Environment Variables
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require('dotenv').config();
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const router = express.Router();
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const upload = multer({ dest: 'uploads/'});
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// initialize LLM
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//TODO Update to have User Provide their own key
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const anthropic = new Anthropic({
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apiKey: process.env.ANTHROPIC_API_KEY,
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});
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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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try{
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const resumePath = req.file.path;
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const jobDescription = req.body.jobDescription;
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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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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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// 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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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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const resumeResponse = await anthropic.messages.create(resume_parser_api);
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const candiateProfile = resumeResponse.content[0].text.split('```json')[1].split('```')[0].trim();
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// Replace variables in cover letter API prompt
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cover_letter_api.messages[0].content[0].text = cover_letter_api.messages[0].content[0].text
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.replace('{{resume_json}}', candidateProfile)
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.replace('{{job_description}}', jobDescription)
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.replace('{{date}}', new Date().toDateString());
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//Send data to LLM to generate Cover Letter
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const coverLetterResponse = await anthropic.messages.create(cover_letter_api);
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const coverLetterRawText = coverLetterResponse.content[0].text.split('<cover_letter>')[1].split('</cover_letter>')[0].trim();
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res.json({ coverLetter: coverLetterRawText });
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} catch (error) {
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console.error(error);
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res.status(500).json({ error: 'Error generating cover letter' });
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}
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}); |