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function_app.py
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function_app.py
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import azure.functions as func
import logging
import datetime
import json
from azure.storage.blob import BlobServiceClient
import helpers
from openai import AzureOpenAI
import requests
import os
app = func.FunctionApp(http_auth_level=func.AuthLevel.ANONYMOUS)
@app.route(route="Welcomepage")
def Welcomepage(req: func.HttpRequest) -> func.HttpResponse:
html_content = """
<!DOCTYPE html>
<html>
<head>
<style>
body {
background-image: url('WelcomeBackgroundSAS');
background-size: cover;
box-shadow: 0 0 200px rgba(10, 10, 10, 50);
}
.welcome-text {
font-size: 50px;
text-align: center;
margin-top: 300px;
color: #ffffff;
text-shadow: 5px 5px 5px rgba(2, 2, 2, 5);
font-family: 'Amasis MT Pro Black', sans-serif;
}
.start-button {
display: block;
width: 400px;
margin: 20px auto;
padding: 20px;
background-color: #0078D4;
color: #ffffff;
text-align: center;
text-decoration: none;
border-radius: 15px;
}
</style>
</head>
<body>
<div id="img.logo" text-align:center" >
<img height="60" src="LogoSAS" />
</div>
<div class="welcome-text">Call Center Insight Uygulamasına Hoşgeldiniz</div>
<a href="https://localhost:7071/api/Uploadpage" class="start-button">Let's Start</a>
</body>
</html>
"""
return func.HttpResponse(html_content, mimetype="text/html")
# @app.route('/Extractionpage', methods=['POST'])
@app.route(route="Extractionpage")
def Extractionpage(req: func.HttpRequest) -> func.HttpResponse:
logging.info('Python HTTP trigger function processed a request.')
# file= req.get_body().decode('utf-8')
file = req.files.get('transcriptFile')
transcript_prompt = req.form.get('transcriptPrompt')
#file=req.files
file_content = file.read().decode('utf-8')
upload_json_file(file_content)
# transcript_prompt = req.params.get('transcriptPrompt')
result = helpers.insight_extraction(file_content, transcript_prompt)
html_content = f"""
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Call Center Insights Demo</title>
<style>
body {{
margin: 0;
padding: 0;
background-image: url('ExtractionBackgroundSAS');
background-size: cover;
display: flex;
justify-content: center;
align-items: center;
height: 100vh;
font-family: 'Times New Roman', Times, serif;
}}
.container {{
text-align: center;
margin: 0 auto;
background-color: #ffffff;
padding: 20px;
border-radius: 10px;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.5);
max-width: 900px;
width: 100%;
}}
h1 {{
text-align: center;
color: #0078D4;
margin-bottom: 20px;
}}
.form-section {{
display: flex;
justify-content: space-between;
}}
.form-container {{
width: 48%;
text-align: left;
}}
h3 {{
font-size: 1.2em;
margin-bottom: 10px;
}}
label {{
display: block;
margin-bottom: 5px;
}}
textarea {{
width: 100%;
height: 300px;
margin-bottom: 15px;
padding: 10px;
border: 1px solid #ccc;
border-radius: 5px;
resize: none;
}}
button {{
width: 100%;
padding: 10px;
border: none;
background-color: #0078D4;
color: white;
border-radius: 5px;
cursor: pointer;
}}
button:hover {{
background-color: #005a9e;
}}
img.logo {{
position: absolute;
top: 10px;
left: 10px;
}}
</style>
<script>
document.addEventListener('DOMContentLoaded', function() {{
var fileContent = {json.dumps(file_content)};
document.getElementById('transcript').textContent = fileContent;
}});
</script>
</head>
<body>
<div id="logo" text-align="center">
<img class="logo" height="50" src="LogoSAS" />
</div>
<div class="container">
<h1>Call Center Insights Demo</h1>
<div class="form-section">
<div class="form-container">
<h3>Inputs Preview:</h3>
<label for="transcript">Transcript:</label>
<textarea id="transcript" name="transcript"></textarea>
</div>
<div class="form-container">
<h3>Result:</h3>
<label for="blobContents">Json Output:</label>
<textarea id="blobContents" readonly>{result.decode('utf-8')}</textarea>
</div>
</div>
</div>
</body>
</html>
"""
return func.HttpResponse(html_content, mimetype="text/html")
@app.route(route="Uploadpage")
def Uploadpage(req: func.HttpRequest) -> func.HttpResponse:
logging.info('Python HTTP trigger function processed a request.')
html_content = """
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Call Center Insights Demo</title>
<link rel="icon" type="image/png" href="LogoSAS">
<style>
body {
margin: 0;
padding: 0;
background-image: url('UploadBackgroundSAS');
background-size: cover;
box-shadow: 0 0 50px rgba(0, 0, 0, 0.8);
display: flex;
justify-content: center;
align-items: center;
height: 100vh;
}
.container {
text-align: center;
margin: 0 auto;
background-color: #ffffff;
padding: 20px;
border-radius: 10px;
box-shadow: 0 0 10px rgba(0, 0, 0, 0.5);
max-width: 900px;
width: 100%;
}
h1 {
text-align: center;
color: #0078D4;
}
.form-section {
display: flex;
justify-content: space-around;
}
.form-container {
width: 45%;
text-align: left;
}
h2 {
font-size: 1.2em;
margin-bottom: 10px;
}
form {
display: flex;
flex-direction: column;
align-items: center;
}
label {
margin-bottom: 5px;
text-align: left;
width: 100%;
}
input[type="file"] {
margin-bottom: 15px;
width: 100%;
}
textarea {
width: 100%;
height: 100px;
margin-bottom: 15px;
padding: 10px;
border: 1px solid #ccc;
border-radius: 5px;
}
button {
padding: 10px 15px;
border: none;
background-color: #0078D4;
color: white;
border-radius: 5px;
cursor: pointer;
}
button:hover {
background-color: #357ae8;
}
img.logo {
position: absolute;
top: 10px;
left: 10px;
}
#gif {
display: none;
text-align: center;
}
#gif img {
height: 50px;
}
#gif h3 {
margin: 10px 0 0;
}
.left-align {
text-align: left;
}
</style>
</head>
<body>
<div id="logo" text-align="center">
<img class="logo" height="50" src="LogoSAS" />
</div>
<div class="container">
<h1>Call Center Insights Demo</h1>
<div class="form-section">
<div class="form-container">
<h2>From Transcript:</h2>
<form id="transcriptForm" action="Extractionpage" method="post" enctype="multipart/form-data">
<label for="transcriptFile">Transcript File (.json):</label>
<input type="file" id="transcriptFile" name="transcriptFile">
<label for="transcriptPrompt">Prompt:</label>
<textarea id="transcriptPrompt" name="transcriptPrompt" placeholder="You are an AI assistant..."></textarea>
<button type="submit" id="transcriptSubmit" onclick="submitForm('transcriptForm', 'transcriptSubmit')">Submit</button>
</body>
</form>
</div>
<div class="form-container">
<h2>From Voice Recording:</h2>
<form id="voiceForm" action="SpeechToTextpage" method="post" enctype="multipart/form-data">
<label for="voiceFile">Speech File (.wav):</label>
<input type="file" id="voiceFile" name="voiceFile">
<label for="voicePrompt">Prompt:</label>
<textarea id="voicePrompt" name="voicePrompt" placeholder="You are an AI assistant..."></textarea>
<button type="submit" id="voiceSubmit" onclick="submitForm('voiceForm', 'voiceSubmit')">Submit</button>
</form>
</div>
</div>
<div id="gif">
<img src="LoadingGifSAS" />
<h3>Please wait ...</h3>
</div>
</div>
<script>
function submitForm(formId, buttonId) {
var form = document.getElementById(formId);
var formData = new FormData(form);
var prompt = formData.get(formId === 'transcriptForm' ? 'transcriptPrompt' : 'voicePrompt');
formData.append('prompt', prompt);
var xhr = new XMLHttpRequest();
xhr.open('POST', form.action, true);
xhr.onload = function () {
if (xhr.status === 200) {
console.log('Form submission successful');
} else {
console.error('Form submission failed');
}
document.getElementById('gif').style.display = 'none';
document.getElementById('transcriptSubmit').style.display = 'block';
document.getElementById('voiceSubmit').style.display = 'block';
};
xhr.send(formData);
document.getElementById('gif').style.display = 'block';
document.getElementById('transcriptSubmit').style.display = 'none';
document.getElementById('voiceSubmit').style.display = 'none';
}
</script>
</body>
</html>
"""
return func.HttpResponse(html_content, mimetype="text/html")
def upload_json_file(req: func.HttpRequest) -> func.HttpResponse:
try:
file_content = req.get_body()
#upload to input file
now= datetime.datetime.now()
file_name = f"Conversation_{now.strftime('%Y-%m-%d_%H%M%S')}.json"
container_name = os.environ.get("StorageInputContainerName")
blob_service_client = BlobServiceClient.from_connection_string("BLOB_STORAGE_CONNEC_STRING")
blob_client = blob_service_client.get_blob_client(container=container_name, blob=file_name)
blob_client.upload_blob(file_content)
return func.HttpResponse(f"Uploaded {file_name} file", status_code=200)
except Exception as e:
return func.HttpResponse(f"An error occurred: {str(e)}", status_code=500)