Spaces:
Sleeping
Sleeping
AdityaAdaki
commited on
Commit
·
c5462e1
1
Parent(s):
90bcf34
.env
CHANGED
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@@ -1,4 +1 @@
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GEMINI_API_KEY=AIzaSyCtEVix5c3pv3wtt7JLUA0CWpmOCt2gBMw
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TELEGRAM_BOT_TOKEN=7868898974:AAH2p7sBkj0TH4sD__giOmUt-2ZXn7sg0_c
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TELEGRAM_CHAT_ID=5397241102
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# WEBHOOK_URL=https://your-domain.com # Replace with your actual domain
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GEMINI_API_KEY=AIzaSyCtEVix5c3pv3wtt7JLUA0CWpmOCt2gBMw
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app.py
CHANGED
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@@ -1,18 +1,9 @@
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from flask import Flask, request
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import google.generativeai as genai
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import base64
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import os
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from dotenv import load_dotenv
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import
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from datetime import datetime
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import re
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from aiogram import Bot, Dispatcher, types
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from aiogram.types import InputFile
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from aiogram.filters import Command, CommandStart
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from aiogram import F
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# Load environment variables
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load_dotenv()
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# Initialize Flask app
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UPLOAD_FOLDER = '/tmp/uploads'
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@@ -23,190 +14,83 @@ app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER
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genai.configure(api_key=os.getenv('GEMINI_API_KEY'))
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model = genai.GenerativeModel("gemini-1.5-flash")
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WEBHOOK_URL = os.getenv('WEBHOOK_URL')
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bot = Bot(token=TELEGRAM_BOT_TOKEN)
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dp = Dispatcher()
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def extract_expiry_date(gemini_output):
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"""Extract expiry date from Gemini's output."""
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date_pattern = r'(\d{1,2}[-/]\d{1,2}[-/]\d{2,4}|\d{1,2}\s+(?:January|February|March|April|May|June|July|August|September|October|November|December)\s+\d{2,4})'
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dates = re.findall(date_pattern, gemini_output, re.IGNORECASE)
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if dates:
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return dates[0]
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return None
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async def process_certificate(image_path, cert_name):
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"""Process a single certificate."""
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with open(image_path, "rb") as image_file:
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encoded_image = base64.b64encode(image_file.read()).decode("utf-8")
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prompt = (
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- {cert_name}: (image attached)
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)
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response = model.generate_content([
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{'mime_type': 'image/jpeg', 'data': encoded_image}, prompt
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])
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return response.text, expiry_date
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@dp.message(CommandStart())
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async def send_welcome(message: types.Message):
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"""Handle the /start command."""
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welcome_text = (
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"👋 Welcome to the Certificate Validation Bot!\n\n"
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"Send me a photo or document of your certificate, and I'll:\n"
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"✅ Process the certificate\n"
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"📅 Extract the expiry date\n"
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"⚠️ Alert you if it's expiring soon\n\n"
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"Just send me your certificate as a photo or document!"
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)
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await message.reply(welcome_text)
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@
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"🤖 Certificate Validation Bot Help\n\n"
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"Commands:\n"
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"/start - Start the bot\n"
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"/help - Show this help message\n\n"
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"To validate a certificate:\n"
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"1. Send the certificate as a photo or document\n"
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"2. Wait for the processing (usually takes a few seconds)\n"
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"3. Receive the validation results and expiry alerts\n\n"
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"The bot will automatically alert you if your certificate is expiring within 30 days."
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)
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await message.reply(help_text)
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@dp.message(F.content_type.in_({'photo', 'document'}))
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async def handle_file(message: types.Message):
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"""Handle certificate upload via Telegram."""
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try:
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# Send processing message
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processing_msg = await message.reply("🔄 Processing your certificate...")
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#
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cert_name = "Photo Certificate"
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else:
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# Handle document
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document = message.document
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file_path = os.path.join(upload_dir, document.file_name)
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await document.download(destination_file=file_path)
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cert_name = document.file_name
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# Process the certificate
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try:
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result_text, expiry_date = await process_certificate(file_path, cert_name)
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await bot.send_message(
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chat_id=message.chat.id,
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text=response_message,
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parse_mode='Markdown'
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)
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# Handle expiry date if found
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if expiry_date:
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try:
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# Try different date formats
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for date_format in ['%d/%m/%Y', '%d-%m-%Y', '%d %B %Y']:
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try:
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expiry_date_obj = datetime.strptime(expiry_date, date_format)
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break
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except ValueError:
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continue
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current_date = datetime.now()
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days_until_expiry = (expiry_date_obj - current_date).days
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# Prepare alert message based on expiry status
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if days_until_expiry <= 30:
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alert_message = "⚠️ *Certificate Expiry Alert*\n\n"
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alert_message += f"*Certificate:* {cert_name}\n"
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if days_until_expiry < 0:
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alert_message += f"*Status:* 🚫 EXPIRED ({abs(days_until_expiry)} days ago)"
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else:
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alert_message += f"*Status:* ⚠️ Expiring in {days_until_expiry} days"
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# Add recommendation
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if days_until_expiry < 0:
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alert_message += "\n\n*Recommendation:* Immediate renewal required!"
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else:
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alert_message += "\n\n*Recommendation:* Please plan for renewal soon."
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await bot.send_message(
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chat_id=message.chat.id,
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text=alert_message,
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parse_mode='Markdown'
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)
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except Exception as date_error:
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await bot.send_message(
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chat_id=message.chat.id,
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text=f"⚠️ Could not process expiry date: {str(date_error)}"
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)
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except Exception as proc_error:
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await bot.send_message(
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chat_id=message.chat.id,
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text=f"❌ Error processing certificate: {str(proc_error)}"
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)
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# Clean up - delete the file after processing
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if os.path.exists(file_path):
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os.remove(file_path)
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except Exception as e:
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await bot.send_message(
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chat_id=message.chat.id,
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text=f"❌ Error handling file: {str(e)}"
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)
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finally:
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# Delete the processing message
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try:
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#
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if __name__ == "__main__":
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os.makedirs(app.config['UPLOAD_FOLDER'], exist_ok=True)
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# Run Flask app
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app.run(host='0.0.0.0', port=7860)
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from flask import Flask, request, render_template
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import google.generativeai as genai
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import base64
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import os
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from dotenv import load_dotenv
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from werkzeug.utils import secure_filename
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# Initialize Flask app
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UPLOAD_FOLDER = '/tmp/uploads'
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genai.configure(api_key=os.getenv('GEMINI_API_KEY'))
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model = genai.GenerativeModel("gemini-1.5-flash")
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def process_certificate(image_path, cert_name):
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"""Process a single certificate and generate a response in structured HTML."""
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with open(image_path, "rb") as image_file:
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encoded_image = base64.b64encode(image_file.read()).decode("utf-8")
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prompt = (
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"""Note: The current date is 12/12/2024 (12 December 2024). Process the following certificate:
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- {cert_name}: (image attached)
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For the certificate:
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1. Check the expiry date on the certificate. Use the current date (12 December 2024) as the reference point:
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- If the expiry date is earlier than the current date (past date), mark the certificate as Invalid❌.
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- If the expiry date is later than the current date (future date), mark the certificate as Valid✅.
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- If no expiry date is found but there are signs of validity (e.g., government seals, authorized signatures, or proper right marks), mark the certificate as Valid✅.
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2. If neither the expiry date nor other validity signs are present, use semantic analysis of the certificate's content to determine its status:
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- Mark the certificate as Valid✅ if the content supports its authenticity (e.g., trustworthy terms, verified names, or credible organizations).
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- Mark the certificate as Invalid❌ if the content lacks any evidence of validity.
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3. Structure the results in a clear and properly formatted table with the following columns:
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- Field: Field extracted from the certificate.
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- Value: The corresponding value.
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4. Add a section indicating the certificate's overall validity status (Valid✅ or Invalid❌).
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Return the entire result strictly within the '''html opening and '''html closing tags.
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Ensure compatibility with rendering on a webpage.
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""".format(cert_name=cert_name)
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)
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response = model.generate_content([
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{'mime_type': 'image/jpeg', 'data': encoded_image}, prompt
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])
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return response.text
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@app.route("/", methods=["GET", "POST"])
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def home():
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if request.method == "POST":
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cert_name = "Affiliation Certificate"
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# Check if the post request has the file part
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if 'certificate' not in request.files:
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return render_template("index.html", error="No file part in the request")
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file = request.files['certificate']
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# If user does not select file, browser also submits an empty part without filename
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if file.filename == '':
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return render_template("index.html", error="No file selected")
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# Check if the file type is allowed (you may want to add more types)
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allowed_extensions = {'png', 'jpg', 'jpeg', 'pdf'}
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if not file.filename.lower().endswith(tuple(allowed_extensions)):
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return render_template("index.html", error="Invalid file type. Please upload an image or PDF file.")
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try:
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# Create uploads directory if it doesn't exist
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upload_dir = app.config['UPLOAD_FOLDER']
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os.makedirs(upload_dir, exist_ok=True)
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# Secure the filename and save the file
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filename = secure_filename(file.filename)
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image_path = os.path.join(upload_dir, filename)
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file.save(image_path)
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# Process the certificate
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try:
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gemini_output = process_certificate(image_path, cert_name)
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return render_template("index.html", gemini_output=gemini_output)
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except Exception as e:
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return render_template("index.html", error=f"Error processing certificate: {str(e)}")
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except Exception as e:
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return render_template("index.html", error=f"Error saving file: {str(e)}")
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return render_template("index.html")
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if __name__ == "__main__":
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app.run(host='0.0.0.0', port=7860)
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