Commit ·
9ce57ba
1
Parent(s): 6cb0fca
first commit
Browse files- README.md +8 -5
- app.py +51 -0
- requirements.txt +5 -0
- session_log.txt +0 -0
- templates/index.html +52 -0
README.md
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---
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-
title:
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emoji:
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colorFrom:
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colorTo:
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sdk: static
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pinned: false
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---
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-
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---
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title: HR Ticket Generator
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emoji: 📩
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colorFrom: pink
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colorTo: blue
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sdk: static
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app_file: app.py
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pinned: false
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---
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# HR Ticket Generator
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Enter a problem, get a formal HR ticket using AI!
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app.py
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from flask import Flask, render_template, request, jsonify
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from transformers import pipeline, set_seed
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from langchain.prompts import PromptTemplate
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from fpdf import FPDF
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import os
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from datetime import datetime
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app = Flask(__name__)
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# Load lightweight LLM
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generator = pipeline('text-generation', model='distilgpt2')
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set_seed(42)
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# Prompt Template using LangChain
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template = PromptTemplate(
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input_variables=["issue"],
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template="Generate a formal HR ticket for the following issue:\n\n{issue}\n\nTicket:"
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)
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@app.route('/')
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def index():
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return render_template('index.html')
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@app.route('/generate_ticket', methods=['POST'])
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def generate_ticket():
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user_input = request.form['query']
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prompt = template.format(issue=user_input)
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result = generator(prompt, max_length=100, num_return_sequences=1)[0]['generated_text']
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ticket = result.replace(prompt, '').strip()
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# Session logging
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with open("session_log.txt", "a") as f:
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f.write(f"\n[{datetime.now()}]\nIssue: {user_input}\nTicket: {ticket}\n")
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return jsonify({'ticket': ticket})
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@app.route('/download_pdf', methods=['POST'])
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def download_pdf():
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content = request.form['ticket']
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pdf = FPDF()
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pdf.add_page()
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pdf.set_font("Arial", size=12)
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for line in content.split('\n'):
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pdf.multi_cell(0, 10, line)
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filename = "hr_ticket.pdf"
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pdf.output(filename)
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return jsonify({'success': True, 'file': filename})
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requirements.txt
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flask
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transformers
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torch
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fpdf
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langchain
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session_log.txt
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File without changes
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templates/index.html
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<!DOCTYPE html>
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<html>
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<head>
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<title>HR Ticket Generator</title>
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<style>
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body { font-family: Arial; margin: 40px; }
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input, button { padding: 10px; margin-top: 10px; width: 100%; }
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textarea { width: 100%; height: 150px; margin-top: 20px; }
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</style>
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</head>
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<body>
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<h2>HR Ticket Generator</h2>
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<form id="ticketForm">
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<input type="text" name="query" placeholder="Enter your HR issue..." required />
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<button type="submit">Generate Ticket</button>
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</form>
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<textarea id="result" readonly></textarea>
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<button id="downloadBtn" style="display:none;">Download as PDF</button>
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<script>
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const form = document.getElementById('ticketForm');
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const resultBox = document.getElementById('result');
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const downloadBtn = document.getElementById('downloadBtn');
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form.onsubmit = async (e) => {
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e.preventDefault();
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const formData = new FormData(form);
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const response = await fetch('/generate_ticket', {
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method: 'POST',
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body: formData
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});
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const data = await response.json();
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resultBox.value = data.ticket;
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downloadBtn.style.display = 'inline-block';
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};
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downloadBtn.onclick = async () => {
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const ticket = resultBox.value;
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const formData = new FormData();
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formData.append('ticket', ticket);
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const res = await fetch('/download_pdf', {
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method: 'POST',
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body: formData
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});
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const file = await res.json();
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if (file.success) {
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window.location.href = file.file;
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}
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};
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</script>
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</body>
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</html>
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