split cover letter and resume extract into two steps

public/index.html

@@ -26,7 +26,7 @@
   <!-- Hidden To Start With -->
   <div id="coverLetterSection" style="display: none;">
     <h3>Generated Cover Letter:</h3>
-    <p id="coverLetterOutput"></p>
+    <textarea id="coverLetterOutput"></textarea>
     <button id="downloadBtn">Download as DOCX</button>  
   </div>
   <!-- End Hidden Section -->

public/js/script.js

@@ -2,13 +2,14 @@ document.getElementById('uploadForm').addEventListener('submit', async function
   event.preventDefault();
 
   const resumePreviewSection = document.getElementById('resumePreviewSection');
+  const resumeTextPreview = document.getElementById("resumeTextOutput")
   const generateBtn = document.getElementById('generateCoverLetterBtn');
 
 
+
   generateBtn.disabled = true;
-  generateBtn.textContent = "Reading Resume...";
   resumePreviewSection.value = "";  //This clear any previous generated output
-  resumePreviewSection.style.display = "flex";
+  resumePreviewSection.style.display = "block";
 
   const fileInput = document.getElementById('resume');
   const file = fileInput.files[0];
@@ -31,21 +32,22 @@ document.getElementById('uploadForm').addEventListener('submit', async function
     if (data.error) {
       alert("Error: " + data.error)
     } else {
-      resumePreviewSection.value = data.extractedText;
+      resumeTextPreview.value = data.extractedText;
       generateBtn.disabled = false;
-      generateBtn.textContent = "Generate Cover Letter"
     }
   } catch (error) {
     console.error('Error:', error);
     alert('Something went wrong. Please try again.');
-    outputSection.style.display = "none";
+    resumePreviewSection.style.display = "none";
   }
 
 });
 
+// Send Resume and Job Description to Generate Cover Letter
 document.getElementById("generateCoverLetterBtn").addEventListener("click", async function () {
   const extractedResumeText = document.getElementById("resumeTextOutput").value;
   const jobDescription = document.getElementById("jobDescription").value;
+  const generateBtn = document.getElementById("generateCoverLetterBtn")
 
   if (!extractedResumeText.trim()) {
       alert("Please confirm the extracted resume text.");
@@ -62,6 +64,8 @@ document.getElementById("generateCoverLetterBtn").addEventListener("click", asyn
       jobDescription,
   };
 
+  generateBtn.textContent = "Generating Cover Letter...."
+
   try {
       const response = await fetch("/generate", {
           method: "POST",
@@ -75,6 +79,7 @@ document.getElementById("generateCoverLetterBtn").addEventListener("click", asyn
       } else {
           document.getElementById("coverLetterOutput").innerText = data.coverLetter;
           document.getElementById("coverLetterSection").style.display = "block"; // Show cover letter section
+          generateBtn.textContent = "Generate New Cover Letter"
       }
   } catch (error) {
       console.error("Error generating cover letter:", error);

routes/generate.js

@@ -17,43 +17,38 @@ const anthropic = new Anthropic({
   apiKey: process.env.ANTHROPIC_API_KEY,
 });
 
+// Extract resume text and return it for preview
+router.post('/extract-resume', upload.single('resume'), async (req, res) => {
+  try {
+    const resumeBuffer = req.file.buffer;
+    const extractedResumeText = await pdf(resumeBuffer);
+    
+    res.json({ extractedText: extractedResumeText.text });
+  } catch (error) {
+    console.error(error);
+    res.status(500).json({ error: 'Error extracting resume text' });
+  }
+});
 
 // Handle Resume upload and user input for Job Description
-router.post('/', upload.single('resume'), async (req, res) =>{
+router.post('/', async (req, res) => {
-  try{
+  try {
+    const { extractedResumeText, jobDescription } = req.body;
 
-    if (!req.file || !req.body.jobDescription) {
-      return res.status(400).json({ error: 'Resume and Job Description are required' });
-    }
-
-    let resumeText = req.file.buffer.toString('utf-8');
-    const jobDescription = req.body.jobDescription;
-
-    if (req.file.mimetype === 'application/pdf') {
-      const pdfData = await pdf(req.file.buffer);
-      resumeText = pdfData.text;
-    }
-
-    // Load the LLM APi Messages
-    // These include placeholders to be replaced later in function
     const resume_parser_api = require('../data/resume_parser_api.json');
     const cover_letter_api = require('../data/cover_letter_api.json');
 
+    // Replace placeholder in API call
+    resume_parser_api.messages[0].content[0].text = resume_parser_api.messages[0].content[0].text.replace("{{resume}}", extractedResumeText);
 
-    // Replace placeholder in resume api with extracted text 
-    resume_parser_api.messages[0].content[0].text = resume_parser_api.messages[0].content[0].text.replace("{{resume}}", resumeText);
-
-    // Send resume to LLM 
     const resumeResponse = await anthropic.messages.create(resume_parser_api);
     const candidateProfile = resumeResponse.content[0].text.split('```json')[1].split('```')[0].trim();
 
-    // Replace variables in cover letter API prompt
     cover_letter_api.messages[0].content[0].text = cover_letter_api.messages[0].content[0].text
       .replace('{{resume_json}}', candidateProfile)
       .replace('{{job_description}}', jobDescription)
       .replace('{{date}}', new Date().toDateString());
 
-    //Send data to LLM to generate Cover Letter
     const coverLetterResponse = await anthropic.messages.create(cover_letter_api);
     const coverLetterRawText = coverLetterResponse.content[0].text.split('<cover_letter>')[1].split('</cover_letter>')[0].trim();