Add 5 Whys Analysis Agent with enhanced UX features

- Create complete 5 Whys Analysis Agent with chat-based interaction
- Implement dual-mode processor (free chat vs paid report generation)
- Add typing indicators with animated dots for better user feedback
- Enable report generation only after 2+ questions for smart activation
- Simplify report form to button-only interface using chat history
- Add basic formatting for professional report presentation
- Configure conditional wallet deduction (charge only for final reports)
- Set up N8N webhook integration for analysis processing

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Claude 2025-07-12 23:08:45 +05:30
parent 8d1149e0af
commit 7da309e018
14 changed files with 1325 additions and 1 deletions

1
.gitignore vendored
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@ -231,3 +231,4 @@ secrets.json
nextjs/
netcop-ai-hub/
temp/
five-whys-agent-new.html

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@ -78,6 +78,15 @@ class Command(BaseCommand):
'icon': '📱',
'agent_type': 'webhook',
},
{
'name': '5 Whys Analysis Agent',
'slug': 'five-whys-analyzer',
'description': 'Systematic root cause analysis using the proven 5 Whys methodology to identify and solve business problems effectively.',
'category': 'analytics',
'price': 8.0,
'icon': '🔍',
'agent_type': 'webhook',
},
]
created_count = 0

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# 5 Whys Analysis Agent Agent App

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from django.contrib import admin
from .models import FiveWhysAnalyzerRequest, FiveWhysAnalyzerResponse
@admin.register(FiveWhysAnalyzerRequest)
class FiveWhysAnalyzerRequestAdmin(admin.ModelAdmin):
list_display = ['id', 'user', 'session_id', 'status', 'report_generated', 'chat_active', 'created_at', 'cost']
list_filter = ['status', 'report_generated', 'chat_active', 'analysis_depth', 'created_at']
search_fields = ['user__email', 'user__username', 'session_id', 'problem_statement']
readonly_fields = ['id', 'created_at', 'processed_at', 'session_id']
ordering = ['-created_at']
fieldsets = (
('Basic Info', {
'fields': ('id', 'user', 'session_id', 'status', 'created_at', 'processed_at')
}),
('Chat Session', {
'fields': ('chat_active', 'chat_messages')
}),
('Report Generation', {
'fields': ('report_generated', 'problem_statement', 'context_info', 'analysis_depth', 'cost')
}),
)
@admin.register(FiveWhysAnalyzerResponse)
class FiveWhysAnalyzerResponseAdmin(admin.ModelAdmin):
list_display = ['id', 'request', 'success', 'created_at']
list_filter = ['success', 'created_at']
readonly_fields = ['id', 'created_at']
ordering = ['-created_at']
fieldsets = (
('Basic Info', {
'fields': ('id', 'request', 'success', 'created_at', 'processing_time', 'error_message')
}),
('Chat Response', {
'fields': ('chat_response', 'chat_history')
}),
('Final Report', {
'fields': ('final_report', 'report_metadata')
}),
)

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@ -0,0 +1,6 @@
from django.apps import AppConfig
class FiveWhysAnalyzerConfig(AppConfig):
default_auto_field = 'django.db.models.BigAutoField'
name = 'five_whys_analyzer'

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@ -0,0 +1,74 @@
# Generated by Django 5.2.4 on 2025-07-12 16:08
import django.db.models.deletion
import uuid
from django.conf import settings
from django.db import migrations, models
class Migration(migrations.Migration):
initial = True
dependencies = [
('agent_base', '0001_initial'),
migrations.swappable_dependency(settings.AUTH_USER_MODEL),
]
operations = [
migrations.CreateModel(
name='FiveWhysAnalyzerRequest',
fields=[
('id', models.UUIDField(default=uuid.uuid4, editable=False, primary_key=True, serialize=False)),
('status', models.CharField(choices=[('pending', 'Pending'), ('processing', 'Processing'), ('completed', 'Completed'), ('failed', 'Failed')], default='pending', max_length=20)),
('cost', models.DecimalField(decimal_places=2, max_digits=10)),
('created_at', models.DateTimeField(auto_now_add=True)),
('processed_at', models.DateTimeField(blank=True, null=True)),
('session_id', models.CharField(db_index=True, default=uuid.uuid4, max_length=100)),
('chat_messages', models.JSONField(default=list, help_text='Store chat history as list of messages')),
('problem_statement', models.TextField(blank=True, help_text='Main problem to analyze')),
('context_info', models.TextField(blank=True, help_text='Additional context information')),
('analysis_depth', models.CharField(blank=True, choices=[('standard', 'Standard 5 Whys'), ('detailed', 'Extended Analysis'), ('comprehensive', 'Comprehensive Report')], default='standard', max_length=20)),
('report_generated', models.BooleanField(default=False, help_text='Has final report been generated and paid for')),
('chat_active', models.BooleanField(default=True, help_text='Is chat session still active')),
('input_text', models.TextField(blank=True)),
('agent', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='agent_base.baseagent')),
('user', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to=settings.AUTH_USER_MODEL)),
],
options={
'verbose_name': '5 Whys Analysis Agent Request',
'verbose_name_plural': '5 Whys Analysis Agent Requests',
'db_table': 'five_whys_analyzer_requests',
},
),
migrations.CreateModel(
name='FiveWhysAnalyzerResponse',
fields=[
('id', models.UUIDField(default=uuid.uuid4, editable=False, primary_key=True, serialize=False)),
('success', models.BooleanField(default=False)),
('error_message', models.TextField(blank=True)),
('processing_time', models.DecimalField(blank=True, decimal_places=2, max_digits=10, null=True)),
('created_at', models.DateTimeField(auto_now_add=True)),
('chat_response', models.TextField(blank=True, help_text='Latest chat response')),
('chat_history', models.JSONField(default=list, help_text='Full chat response history')),
('final_report', models.TextField(blank=True, help_text='Generated 5 Whys analysis report')),
('report_metadata', models.JSONField(default=dict, help_text='Report generation metadata')),
('output_text', models.TextField(blank=True)),
('raw_response', models.JSONField(blank=True, default=dict)),
('request', models.OneToOneField(on_delete=django.db.models.deletion.CASCADE, related_name='response', to='five_whys_analyzer.fivewhysanalyzerrequest')),
],
options={
'verbose_name': '5 Whys Analysis Agent Response',
'verbose_name_plural': '5 Whys Analysis Agent Responses',
'db_table': 'five_whys_analyzer_responses',
},
),
migrations.AddIndex(
model_name='fivewhysanalyzerrequest',
index=models.Index(fields=['session_id'], name='five_whys_a_session_0dd791_idx'),
),
migrations.AddIndex(
model_name='fivewhysanalyzerrequest',
index=models.Index(fields=['user', 'chat_active'], name='five_whys_a_user_id_810315_idx'),
),
]

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from django.db import models
from decimal import Decimal
from agent_base.models import BaseAgentRequest, BaseAgentResponse
import uuid
class FiveWhysAnalyzerRequest(BaseAgentRequest):
"""5 Whys Analysis Agent request tracking with chat support"""
# Chat session management
session_id = models.CharField(max_length=100, default=uuid.uuid4, db_index=True)
# Chat interaction tracking
chat_messages = models.JSONField(default=list, help_text="Store chat history as list of messages")
# Final report fields (only filled when report is generated)
problem_statement = models.TextField(blank=True, help_text="Main problem to analyze")
context_info = models.TextField(blank=True, help_text="Additional context information")
analysis_depth = models.CharField(
max_length=20,
blank=True,
choices=[
('standard', 'Standard 5 Whys'),
('detailed', 'Extended Analysis'),
('comprehensive', 'Comprehensive Report')
],
default='standard'
)
# Chat vs Report tracking
report_generated = models.BooleanField(default=False, help_text="Has final report been generated and paid for")
chat_active = models.BooleanField(default=True, help_text="Is chat session still active")
# Legacy field for compatibility
input_text = models.TextField(blank=True)
class Meta:
db_table = 'five_whys_analyzer_requests'
verbose_name = '5 Whys Analysis Agent Request'
verbose_name_plural = '5 Whys Analysis Agent Requests'
indexes = [
models.Index(fields=['session_id']),
models.Index(fields=['user', 'chat_active']),
]
class FiveWhysAnalyzerResponse(BaseAgentResponse):
"""5 Whys Analysis Agent response storage"""
request = models.OneToOneField(
FiveWhysAnalyzerRequest,
on_delete=models.CASCADE,
related_name='response'
)
# Chat responses (free interactions)
chat_response = models.TextField(blank=True, help_text="Latest chat response")
chat_history = models.JSONField(default=list, help_text="Full chat response history")
# Final report (paid interaction)
final_report = models.TextField(blank=True, help_text="Generated 5 Whys analysis report")
report_metadata = models.JSONField(default=dict, help_text="Report generation metadata")
# Legacy fields for compatibility
output_text = models.TextField(blank=True)
raw_response = models.JSONField(default=dict, blank=True)
class Meta:
db_table = 'five_whys_analyzer_responses'
verbose_name = '5 Whys Analysis Agent Response'
verbose_name_plural = '5 Whys Analysis Agent Responses'

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from agent_base.processors import StandardWebhookProcessor
from django.utils import timezone
from django.conf import settings
from .models import FiveWhysAnalyzerRequest, FiveWhysAnalyzerResponse
import json
import uuid
class FiveWhysAnalyzerProcessor(StandardWebhookProcessor):
"""Dual-mode webhook processor for 5 Whys Analysis Agent - supports chat and report generation"""
agent_slug = 'five-whys-analyzer'
webhook_url = 'https://m8taq6tk.rpcld.cc/webhook/5-whys-web'
agent_id = 'five-whys-001'
def process_response(self, response_data, request_obj):
"""Required implementation of abstract method - delegates to specific handlers"""
# This method is required by the base class but we handle responses
# differently in our dual-mode approach
return self.process_report_response(response_data, request_obj)
def process_request(self, **kwargs):
"""Handle both chat messages (free) and report generation (paid)"""
message_type = kwargs.get('message_type', 'chat')
if message_type == 'chat':
return self.handle_chat_message(**kwargs)
elif message_type == 'generate_report':
return self.handle_report_generation(**kwargs)
else:
raise ValueError(f"Unknown message type: {message_type}")
def handle_chat_message(self, **kwargs):
"""Handle free chat interactions - no wallet deduction"""
user = kwargs.get('user')
session_id = kwargs.get('session_id', str(uuid.uuid4()))
user_message = kwargs.get('message', '')
# Get the agent object
from agent_base.models import BaseAgent
try:
agent = BaseAgent.objects.get(slug=self.agent_slug)
except BaseAgent.DoesNotExist:
raise Exception(f"Agent with slug '{self.agent_slug}' not found")
# Get or create request object for this session
request_obj, created = FiveWhysAnalyzerRequest.objects.get_or_create(
user=user,
session_id=session_id,
chat_active=True,
defaults={
'agent': agent,
'cost': 0, # No cost for chat
'status': 'pending'
}
)
# Add user message to chat history
chat_messages = request_obj.chat_messages
chat_messages.append({
'role': 'user',
'message': user_message,
'timestamp': timezone.now().isoformat()
})
request_obj.chat_messages = chat_messages
request_obj.save()
# Prepare chat payload for webhook
chat_payload = {
'message': {
'text': f"Chat message: {user_message}. Provide helpful guidance about 5 Whys analysis. Do not generate the final report - just chat and help the user understand their problem."
},
'sessionId': session_id,
'userId': str(user.id),
'agentId': self.agent_id,
'messageType': 'chat'
}
# Send to webhook
response_data = self.make_request(chat_payload)
# Process chat response (no wallet deduction)
return self.process_chat_response(response_data, request_obj, user_message)
def handle_report_generation(self, **kwargs):
"""Handle paid report generation - deduct wallet after success"""
user = kwargs.get('user')
session_id = kwargs.get('session_id')
problem_statement = kwargs.get('problem_statement', '')
context_info = kwargs.get('context_info', '')
analysis_depth = kwargs.get('analysis_depth', 'standard')
# Get the agent object
from agent_base.models import BaseAgent
try:
agent = BaseAgent.objects.get(slug=self.agent_slug)
except BaseAgent.DoesNotExist:
raise Exception(f"Agent with slug '{self.agent_slug}' not found")
# Get existing session or create new one
try:
request_obj = FiveWhysAnalyzerRequest.objects.get(
user=user,
session_id=session_id,
chat_active=True
)
except FiveWhysAnalyzerRequest.DoesNotExist:
# Create new request for report generation
request_obj = FiveWhysAnalyzerRequest.objects.create(
user=user,
session_id=session_id,
agent=agent,
cost=8.0, # Cost for report generation
status='pending'
)
# Update request with report details
request_obj.problem_statement = problem_statement
request_obj.context_info = context_info
request_obj.analysis_depth = analysis_depth
request_obj.cost = 8.0 # Ensure cost is set for report
request_obj.save()
# Prepare report generation payload
report_payload = {
'message': {
'text': f"Generate comprehensive 5 Whys analysis report.\nProblem: {problem_statement}\nContext: {context_info}\nDepth: {analysis_depth}\nChat History: {json.dumps(request_obj.chat_messages[-10:])}"
},
'sessionId': session_id,
'userId': str(user.id),
'agentId': self.agent_id,
'messageType': 'report',
'analysisDepth': analysis_depth
}
# Send to webhook
response_data = self.make_request(report_payload)
# Process report response (with wallet deduction)
return self.process_report_response(response_data, request_obj)
def process_chat_response(self, response_data, request_obj, user_message):
"""Process chat response - no wallet deduction"""
try:
# Extract chat response
chat_response = response_data.get('output', response_data.get('message', 'I\'m here to help with 5 Whys analysis. What would you like to know?'))
# Add assistant response to chat history
chat_messages = request_obj.chat_messages
chat_messages.append({
'role': 'assistant',
'message': chat_response,
'timestamp': timezone.now().isoformat()
})
request_obj.chat_messages = chat_messages
request_obj.status = 'completed' # Chat message completed
request_obj.save()
# Get or create response object
response_obj, created = FiveWhysAnalyzerResponse.objects.get_or_create(
request=request_obj,
defaults={
'success': True,
'processing_time': response_data.get('processing_time', 0)
}
)
# Update response with chat data
response_obj.chat_response = chat_response
chat_history = response_obj.chat_history
chat_history.append({
'user_message': user_message,
'assistant_response': chat_response,
'timestamp': timezone.now().isoformat()
})
response_obj.chat_history = chat_history
response_obj.save()
print(f"{self.agent_slug}: Chat message processed - no wallet deduction")
return response_obj
except Exception as e:
request_obj.status = 'failed'
request_obj.save()
raise Exception(f"Failed to process chat response: {e}")
def process_report_response(self, response_data, request_obj):
"""Process report generation response - deduct wallet after success"""
try:
request_obj.status = 'processing'
request_obj.save()
# Extract report data
final_report = response_data.get('output', response_data.get('report', ''))
success = bool(final_report) and response_data.get('success', True)
# Get or create response object
response_obj, created = FiveWhysAnalyzerResponse.objects.get_or_create(
request=request_obj,
defaults={
'success': success,
'processing_time': response_data.get('processing_time', 0)
}
)
if success:
# Update with final report
response_obj.final_report = final_report
response_obj.report_metadata = {
'analysis_depth': request_obj.analysis_depth,
'generated_at': timezone.now().isoformat(),
'problem_statement': request_obj.problem_statement,
'context_info': request_obj.context_info
}
response_obj.save()
# Mark request as report generated
request_obj.report_generated = True
request_obj.chat_active = False # End chat session
# ONLY deduct wallet balance after successful report generation
request_obj.user.deduct_balance(
request_obj.cost,
f"5 Whys Analysis Agent - Final Report ({request_obj.analysis_depth})",
'five-whys-analyzer'
)
print(f"{self.agent_slug}: Wallet deducted {request_obj.cost} AED for successful report generation")
request_obj.status = 'completed'
else:
request_obj.status = 'failed'
response_obj.error_message = "Failed to generate report"
response_obj.save()
request_obj.processed_at = timezone.now()
request_obj.save()
return response_obj
except Exception as e:
request_obj.status = 'failed'
request_obj.save()
raise Exception(f"Failed to process report response: {e}")
def prepare_message_text(self, **kwargs):
"""Legacy method for compatibility"""
return kwargs.get('message', 'Process 5 Whys analysis')

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{% extends "base.html" %}
{% csrf_token %}
{% block title %}5 Whys Analysis Agent - NetCop AI Hub{% endblock %}
{% block content %}
<div class="container" style="max-width: 1280px; margin: 0 auto; padding: clamp(20px, 5vw, 40px) clamp(16px, 4vw, 24px);">
<!-- Main Content Grid -->
<div class="main-grid" style="display: grid; grid-template-columns: repeat(auto-fit, minmax(min(350px, 100%), 1fr)); gap: clamp(16px, 4vw, 24px); align-items: start;">
<!-- Chat Interface -->
<div>
<!-- Agent Header -->
<div class="card" style="background: rgba(255, 255, 255, 0.9); border-radius: clamp(12px, 3vw, 16px); padding: clamp(16px, 4vw, 24px); border: 1px solid rgba(255, 255, 255, 0.3); backdrop-filter: blur(20px); box-shadow: 0 8px 25px rgba(0, 0, 0, 0.1); margin-bottom: clamp(16px, 4vw, 24px);">
<h1 style="font-size: clamp(20px, 5vw, 24px); font-weight: 700; color: #1f2937; margin: 0 0 8px 0; display: flex; align-items: center; gap: 12px;">
🔍 {{ agent.name }}
</h1>
<p style="font-size: clamp(14px, 3.5vw, 16px); color: #6b7280; margin: 0;">
{{ agent.description }}
</p>
</div>
<!-- Chat Messages Container -->
<div class="card" id="chatContainer" style="background: rgba(255, 255, 255, 0.9); border-radius: clamp(12px, 3vw, 16px); padding: clamp(16px, 4vw, 24px); border: 1px solid rgba(255, 255, 255, 0.3); backdrop-filter: blur(20px); box-shadow: 0 8px 25px rgba(0, 0, 0, 0.1); margin-bottom: clamp(16px, 4vw, 24px); min-height: 400px; max-height: 600px; overflow-y: auto;">
<h3 style="font-size: clamp(16px, 4vw, 18px); font-weight: 600; color: #1f2937; margin: 0 0 16px 0;">💬 Chat with 5 Whys Analyst</h3>
<!-- Welcome Message -->
<div class="message assistant-message" style="margin-bottom: 16px; padding: 12px 16px; background: #f8fafc; border-radius: 12px; border-left: 4px solid #6366f1;">
<div style="font-weight: 600; color: #4338ca; margin-bottom: 4px;">5 Whys Analyst</div>
<div style="color: #374151; line-height: 1.5;">
Hello! I'm here to help you with root cause analysis using the 5 Whys methodology.
You can ask me questions, describe your problem, and I'll guide you through the analysis process. When you're ready, I can generate a comprehensive report for 8.00 AED.
How can I help you today?
</div>
</div>
<!-- Chat messages will be dynamically added here -->
<div id="chatMessages"></div>
</div>
<!-- Chat Input -->
<div class="card" style="background: rgba(255, 255, 255, 0.9); border-radius: clamp(12px, 3vw, 16px); padding: clamp(16px, 4vw, 24px); border: 1px solid rgba(255, 255, 255, 0.3); backdrop-filter: blur(20px); box-shadow: 0 8px 25px rgba(0, 0, 0, 0.1); margin-bottom: clamp(16px, 4vw, 24px);">
<div style="display: flex; gap: 12px; align-items: flex-end;">
<textarea
id="chatInput"
placeholder="Ask me about your problem or describe what you'd like to analyze..."
style="flex: 1; padding: 12px 16px; border: 2px solid #e5e7eb; border-radius: 12px; font-size: 14px; resize: vertical; min-height: 48px; max-height: 120px; font-family: inherit;"
rows="2"
></textarea>
<button
id="sendChatBtn"
onclick="sendChatMessage()"
style="padding: 12px 20px; background: linear-gradient(135deg, #6366f1 0%, #4338ca 100%); color: white; border: none; border-radius: 12px; font-weight: 600; cursor: pointer; min-height: 48px; transition: transform 0.1s ease;"
>
Send
</button>
</div>
</div>
<!-- Report Generation Form -->
<div class="card" id="reportForm" style="background: rgba(255, 255, 255, 0.9); border-radius: clamp(12px, 3vw, 16px); padding: clamp(16px, 4vw, 24px); border: 1px solid rgba(255, 255, 255, 0.3); backdrop-filter: blur(20px); box-shadow: 0 8px 25px rgba(0, 0, 0, 0.1); margin-bottom: clamp(16px, 4vw, 24px);">
<h3 style="font-size: clamp(16px, 4vw, 18px); font-weight: 600; color: #1f2937; margin: 0 0 16px 0;">📋 Generate Final Report</h3>
<div id="reportNotReady" style="padding: 16px; background: #f3f4f6; border-radius: 12px; text-align: center; color: #6b7280; font-size: 14px; margin-bottom: 16px;">
💬 Ask 2-3 questions about your problem first, then I'll generate a comprehensive report
</div>
<div id="reportReady" style="display: none; padding: 16px; background: #ecfdf5; border-radius: 12px; text-align: center; color: #059669; font-size: 14px; margin-bottom: 16px;">
✅ Ready! I can now generate a detailed 5 Whys analysis report based on our conversation
</div>
<button
id="generateReportBtn"
onclick="generateReport()"
disabled
style="width: 100%; padding: 16px 20px; background: #9ca3af; color: white; border: none; border-radius: 12px; font-weight: 600; cursor: not-allowed; font-size: 16px; transition: all 0.3s ease;"
>
🔍 Generate Report ({{ agent.price }} AED)
</button>
</div>
<!-- Generated Report Display -->
<div id="reportResults" class="card" style="background: rgba(255, 255, 255, 0.9); border-radius: 16px; padding: 24px; border: 1px solid rgba(255, 255, 255, 0.3); backdrop-filter: blur(20px); box-shadow: 0 8px 25px rgba(0, 0, 0, 0.1); margin-top: 24px; display: none;">
<div style="display: flex; align-items: center; gap: 12px; margin-bottom: 20px;">
<div style="font-size: 24px;"></div>
<h3 style="font-size: 20px; font-weight: 600; color: #1f2937; margin: 0;">5 Whys Analysis Report</h3>
<div style="background: #6366f1; color: white; padding: 6px 12px; border-radius: 6px; font-size: 14px; font-weight: 600; margin-left: auto;">
✅ Complete
</div>
</div>
<div id="reportContent" style="background: white; border: 1px solid #e2e8f0; border-radius: 12px; padding: 32px; margin-bottom: 20px; line-height: 1.7; color: #374151; font-size: 15px; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.05);">
<!-- Report content will be displayed here -->
</div>
<div style="display: flex; gap: 12px; flex-wrap: wrap;">
<button onclick="copyReport()" style="padding: 12px 20px; background: linear-gradient(135deg, #6366f1 0%, #4338ca 100%); color: white; border: none; border-radius: 12px; font-weight: 600; cursor: pointer; transition: transform 0.1s ease;">
📋 Copy Report
</button>
<button onclick="downloadReport()" style="padding: 12px 20px; background: white; color: #374151; border: 2px solid #e5e7eb; border-radius: 12px; font-weight: 600; cursor: pointer; transition: transform 0.1s ease;">
💾 Download Report
</button>
</div>
</div>
</div>
<!-- Wallet Sidebar -->
<div style="position: sticky; top: 20px;">
<div class="card" style="background: rgba(255, 255, 255, 0.9); border-radius: clamp(12px, 3vw, 16px); padding: clamp(16px, 4vw, 24px); border: 1px solid rgba(255, 255, 255, 0.3); backdrop-filter: blur(20px); box-shadow: 0 8px 25px rgba(0, 0, 0, 0.1); margin-bottom: clamp(16px, 4vw, 24px);">
<h3 style="font-size: clamp(16px, 4vw, 18px); font-weight: 600; color: #1f2937; margin: 0 0 16px 0;">💳 Your Wallet</h3>
<div style="font-size: clamp(24px, 6vw, 28px); font-weight: 700; color: #1f2937; margin-bottom: 8px;" data-wallet-balance>
{{ user.wallet_balance|floatformat:2 }} AED
</div>
<div style="font-size: clamp(14px, 3.5vw, 16px); color: #6b7280; margin-bottom: 20px;">
Available Balance
</div>
<a href="{% url 'core:wallet_topup' %}" style="display: block; width: 100%; padding: 16px 20px; background: linear-gradient(135deg, #10b981 0%, #059669 100%); color: white; border: none; border-radius: 12px; font-weight: 600; text-decoration: none; text-align: center; margin-bottom: 12px;">
💳 Top Up Wallet
</a>
</div>
<div style="padding: 16px; background: rgba(99, 102, 241, 0.1); border-radius: 12px; border: 1px solid rgba(99, 102, 241, 0.2);">
<h4 style="margin: 0 0 8px 0; font-size: 14px; font-weight: 600; color: #4338ca;">💡 How it works</h4>
<ul style="margin: 0; font-size: 12px; color: #374151; line-height: 1.4; list-style: none; padding-left: 0;">
<li style="margin: 4px 0; padding-left: 16px; position: relative;">
<span style="position: absolute; left: 0; color: #6366f1;"></span>
Chat freely to explore your problem
</li>
<li style="margin: 4px 0; padding-left: 16px; position: relative;">
<span style="position: absolute; left: 0; color: #6366f1;"></span>
Get guidance and ask questions
</li>
<li style="margin: 4px 0; padding-left: 16px; position: relative;">
<span style="position: absolute; left: 0; color: #6366f1;"></span>
Generate final report when ready
</li>
<li style="margin: 4px 0; padding-left: 16px; position: relative;">
<span style="position: absolute; left: 0; color: #6366f1;"></span>
Pay only for the final report
</li>
</ul>
</div>
</div>
</div>
</div>
<style>
.container {
background: linear-gradient(135deg, #f6f8ff 0%, #e8f0fe 50%, #f0f7ff 100%);
min-height: 100vh;
color: #1f2937;
}
.card:hover {
transform: translateY(-1px);
transition: transform 0.2s ease;
}
button:hover {
transform: translateY(-1px);
}
button:disabled {
background: #9ca3af !important;
cursor: not-allowed !important;
transform: none !important;
}
.message {
margin-bottom: 16px;
animation: fadeIn 0.3s ease;
}
.user-message {
margin-left: 20%;
padding: 12px 16px;
background: #6366f1;
color: white;
border-radius: 16px 16px 4px 16px;
}
.assistant-message {
margin-right: 20%;
padding: 16px 20px;
background: #f8fafc;
border-radius: 16px 16px 16px 4px;
border-left: 4px solid #6366f1;
line-height: 1.6;
}
.assistant-message .message-content {
color: #374151;
line-height: 1.6;
}
.assistant-message .message-content h3 {
color: #1f2937;
font-size: 16px;
font-weight: 600;
margin: 16px 0 8px 0;
}
.assistant-message .message-content h3:first-child {
margin-top: 0;
}
.assistant-message .message-content ul {
margin: 8px 0;
padding-left: 20px;
}
.assistant-message .message-content li {
margin: 4px 0;
}
.assistant-message .message-content p {
margin: 8px 0;
}
.assistant-message .message-content p:first-child {
margin-top: 0;
}
.assistant-message .message-content p:last-child {
margin-bottom: 0;
}
.assistant-message .message-content strong {
color: #1f2937;
font-weight: 600;
}
@keyframes fadeIn {
from { opacity: 0; transform: translateY(10px); }
to { opacity: 1; transform: translateY(0); }
}
.typing-dots {
display: flex;
gap: 4px;
align-items: center;
}
.typing-dots span {
width: 6px;
height: 6px;
border-radius: 50%;
background: #6366f1;
animation: typingDots 1.4s infinite ease-in-out;
}
.typing-dots span:nth-child(1) {
animation-delay: 0s;
}
.typing-dots span:nth-child(2) {
animation-delay: 0.2s;
}
.typing-dots span:nth-child(3) {
animation-delay: 0.4s;
}
@keyframes typingDots {
0%, 80%, 100% {
transform: scale(0);
opacity: 0.5;
}
40% {
transform: scale(1);
opacity: 1;
}
}
@media (max-width: 768px) {
.main-grid {
grid-template-columns: 1fr !important;
}
}
</style>
<script>
let currentSessionId = null;
let isProcessing = false;
let messageCount = 0;
// Initialize session
document.addEventListener('DOMContentLoaded', function() {
// Generate new session ID
currentSessionId = generateSessionId();
// Add Enter key support for chat input
document.getElementById('chatInput').addEventListener('keypress', function(e) {
if (e.key === 'Enter' && !e.shiftKey) {
e.preventDefault();
sendChatMessage();
}
});
});
function generateSessionId() {
return 'session_' + Date.now() + '_' + Math.random().toString(36).substr(2, 9);
}
function sendChatMessage() {
if (isProcessing) return;
const input = document.getElementById('chatInput');
const message = input.value.trim();
if (!message) {
showToast('Please enter a message', 'error');
return;
}
isProcessing = true;
document.getElementById('sendChatBtn').disabled = true;
document.getElementById('sendChatBtn').textContent = 'Sending...';
// Add user message to chat
addMessageToChat(message, 'user');
input.value = '';
messageCount++;
// Show typing indicator
showTypingIndicator();
// Send chat message to backend
fetch("{% url 'five_whys_analyzer:chat' %}", {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({
session_id: currentSessionId,
message: message
})
})
.then(response => response.json())
.then(data => {
// Hide typing indicator
hideTypingIndicator();
if (data.success) {
// Add assistant response to chat
addMessageToChat(data.response, 'assistant');
currentSessionId = data.session_id;
// Check if report button should be enabled
checkReportReadiness();
} else {
showToast(data.error || 'Failed to send message', 'error');
}
})
.catch(error => {
// Hide typing indicator on error
hideTypingIndicator();
console.error('Error:', error);
showToast('Network error occurred', 'error');
})
.finally(() => {
isProcessing = false;
document.getElementById('sendChatBtn').disabled = false;
document.getElementById('sendChatBtn').textContent = 'Send';
});
}
function addMessageToChat(message, role) {
const messagesContainer = document.getElementById('chatMessages');
const messageDiv = document.createElement('div');
if (role === 'user') {
messageDiv.className = 'message user-message';
messageDiv.innerHTML = `
<div style="font-weight: 600; margin-bottom: 4px;">You</div>
<div style="line-height: 1.5;">${escapeHtml(message)}</div>
`;
} else {
messageDiv.className = 'message assistant-message';
const formattedMessage = formatAssistantMessage(message);
messageDiv.innerHTML = `
<div style="font-weight: 600; color: #4338ca; margin-bottom: 8px;">🔍 5 Whys Analyst</div>
<div class="message-content">${formattedMessage}</div>
`;
}
messagesContainer.appendChild(messageDiv);
// Scroll to bottom
const chatContainer = document.getElementById('chatContainer');
chatContainer.scrollTop = chatContainer.scrollHeight;
}
function formatAssistantMessage(message) {
// Trim and clean up the message
let cleaned = message.trim();
// Remove excessive spacing and normalize line breaks
cleaned = cleaned.replace(/\n\s*\n\s*\n/g, '\n\n'); // Max 2 line breaks
// Escape HTML first
let formatted = escapeHtml(cleaned);
// Convert markdown-style formatting to HTML
// Convert ### headers to h3
formatted = formatted.replace(/### (.*?)(?=\n|$)/g, '<h3>$1</h3>');
// Convert ** bold ** to <strong>
formatted = formatted.replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>');
// Convert - bullet points to proper lists
const lines = formatted.split('\n');
let inList = false;
let result = [];
for (let i = 0; i < lines.length; i++) {
const line = lines[i].trim();
if (line.startsWith('- ')) {
if (!inList) {
result.push('<ul>');
inList = true;
}
result.push(`<li>${line.substring(2)}</li>`);
} else {
if (inList) {
result.push('</ul>');
inList = false;
}
if (line) {
// Split long paragraphs for better readability
if (line.length > 200) {
const sentences = line.split('. ');
let currentParagraph = '';
for (const sentence of sentences) {
if (currentParagraph.length + sentence.length > 200 && currentParagraph) {
result.push(`<p>${currentParagraph.trim()}.</p>`);
currentParagraph = sentence;
} else {
currentParagraph += (currentParagraph ? '. ' : '') + sentence;
}
}
if (currentParagraph) {
result.push(`<p>${currentParagraph}</p>`);
}
} else {
result.push(`<p>${line}</p>`);
}
}
}
}
if (inList) {
result.push('</ul>');
}
return result.join('');
}
function escapeHtml(text) {
const div = document.createElement('div');
div.textContent = text;
return div.innerHTML;
}
function showTypingIndicator() {
const messagesContainer = document.getElementById('chatMessages');
const typingDiv = document.createElement('div');
typingDiv.id = 'typingIndicator';
typingDiv.className = 'message assistant-message';
typingDiv.innerHTML = `
<div style="font-weight: 600; color: #4338ca; margin-bottom: 8px;">🔍 5 Whys Analyst</div>
<div class="message-content">
<div style="display: flex; align-items: center; gap: 8px;">
<div class="typing-dots">
<span></span>
<span></span>
<span></span>
</div>
<span style="color: #6b7280; font-style: italic;">Analyzing your problem...</span>
</div>
</div>
`;
messagesContainer.appendChild(typingDiv);
// Scroll to bottom
const chatContainer = document.getElementById('chatContainer');
chatContainer.scrollTop = chatContainer.scrollHeight;
}
function hideTypingIndicator() {
const typingIndicator = document.getElementById('typingIndicator');
if (typingIndicator) {
typingIndicator.remove();
}
}
function checkReportReadiness() {
if (messageCount >= 2) {
// Enable report generation
document.getElementById('reportNotReady').style.display = 'none';
document.getElementById('reportReady').style.display = 'block';
const btn = document.getElementById('generateReportBtn');
btn.disabled = false;
btn.style.background = 'linear-gradient(135deg, #10b981 0%, #059669 100%)';
btn.style.cursor = 'pointer';
}
}
function generateReport() {
if (isProcessing) return;
if (!currentSessionId) {
showToast('Please start a chat session first', 'error');
return;
}
if (messageCount < 2) {
showToast('Please ask at least 2 questions before generating a report', 'error');
return;
}
isProcessing = true;
const btn = document.getElementById('generateReportBtn');
btn.disabled = true;
btn.textContent = '🔍 Generating Report...';
// Extract problem statement from first user message in chat
const chatMessages = document.querySelectorAll('.user-message');
let problemStatement = 'Problem analysis based on chat conversation';
if (chatMessages.length > 0) {
const firstMessage = chatMessages[0].querySelector('div:last-child');
if (firstMessage) {
problemStatement = firstMessage.textContent.trim();
}
}
// Send report generation request using chat history
fetch("{% url 'five_whys_analyzer:report' %}", {
method: 'POST',
headers: {
'Content-Type': 'application/json'
},
body: JSON.stringify({
session_id: currentSessionId,
problem_statement: problemStatement,
context_info: 'Generated from chat conversation',
analysis_depth: 'comprehensive'
})
})
.then(response => response.json())
.then(data => {
if (data.success) {
// Display the generated report
displayReport(data.report);
// Update wallet balance
updateWalletBalance(data.wallet_balance);
showToast('✅ Report generated and payment processed!', 'success');
} else {
showToast(data.error || 'Failed to generate report', 'error');
}
})
.catch(error => {
console.error('Error:', error);
showToast('Network error occurred', 'error');
})
.finally(() => {
isProcessing = false;
btn.disabled = false;
btn.textContent = '🔍 Generate Report ({{ agent.price }} AED)';
});
}
function displayReport(reportContent) {
const formattedReport = formatReportContent(reportContent);
document.getElementById('reportContent').innerHTML = formattedReport;
document.getElementById('reportResults').style.display = 'block';
// Scroll to report
document.getElementById('reportResults').scrollIntoView({ behavior: 'smooth' });
}
function formatReportContent(content) {
// Basic formatting for better readability
let formatted = content;
// Escape HTML first
const div = document.createElement('div');
div.textContent = formatted;
formatted = div.innerHTML;
// Format main headers
formatted = formatted.replace(/^# (.*?)$/gm, '<h1 style="font-size: 24px; font-weight: bold; margin: 20px 0 16px 0; color: #1f2937; border-bottom: 2px solid #6366f1; padding-bottom: 8px;">$1</h1>');
// Format section headers
formatted = formatted.replace(/^## (.*?)$/gm, '<h2 style="font-size: 18px; font-weight: 600; margin: 24px 0 12px 0; color: #374151;">$1</h2>');
// Format bold text
formatted = formatted.replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>');
// Format bullet points
formatted = formatted.replace(/^- (.*?)$/gm, '<div style="margin: 6px 0; padding-left: 16px;">• $1</div>');
// Format numbered lists
formatted = formatted.replace(/^\d+\.\s+(.*?)$/gm, '<div style="margin: 6px 0;">$&</div>');
// Add line breaks for paragraphs
formatted = formatted.replace(/\n\n/g, '<br><br>');
formatted = formatted.replace(/\n/g, '<br>');
return formatted;
}
function updateWalletBalance(newBalance) {
document.querySelectorAll('[data-wallet-balance]').forEach(element => {
element.textContent = `${newBalance.toFixed(2)} AED`;
});
}
function copyReport() {
const reportElement = document.getElementById('reportContent');
const reportText = reportElement.innerText || reportElement.textContent;
navigator.clipboard.writeText(reportText).then(() => {
showToast('📋 Report copied to clipboard!', 'success');
}).catch(() => {
showToast('Failed to copy report', 'error');
});
}
function downloadReport() {
const reportElement = document.getElementById('reportContent');
const reportText = reportElement.innerText || reportElement.textContent;
const blob = new Blob([reportText], { type: 'text/plain' });
const url = URL.createObjectURL(blob);
const a = document.createElement('a');
a.href = url;
a.download = `five-whys-analysis-${Date.now()}.txt`;
a.click();
URL.revokeObjectURL(url);
showToast('💾 Report downloaded!', 'success');
}
function showToast(message, type = 'info') {
const toast = document.createElement('div');
toast.style.cssText = `
position: fixed;
top: 20px;
right: 20px;
padding: 12px 20px;
border-radius: 8px;
color: white;
font-weight: 600;
z-index: 1000;
${type === 'success' ? 'background: #10b981;' : 'background: #ef4444;'}
`;
toast.textContent = message;
document.body.appendChild(toast);
setTimeout(() => {
toast.remove();
}, 3000);
}
</script>
{% endblock %}

View File

@ -0,0 +1,13 @@
from django.urls import path
from . import views
app_name = 'five_whys_analyzer'
urlpatterns = [
path('', views.five_whys_analyzer_detail, name='detail'),
path('chat/', views.FiveWhysAnalyzerChatView.as_view(), name='chat'),
path('report/', views.FiveWhysAnalyzerReportView.as_view(), name='report'),
path('session/<str:session_id>/', views.five_whys_analyzer_session, name='session'),
# Legacy compatibility
path('process/', views.FiveWhysAnalyzerProcessView.as_view(), name='process'),
]

186
five_whys_analyzer/views.py Normal file
View File

@ -0,0 +1,186 @@
from django.shortcuts import render, redirect
from django.contrib.auth.decorators import login_required
from django.contrib import messages
from django.http import JsonResponse
from django.views.decorators.csrf import csrf_exempt
from django.utils.decorators import method_decorator
from django.views import View
from agent_base.models import BaseAgent
from .models import FiveWhysAnalyzerRequest, FiveWhysAnalyzerResponse
from .processor import FiveWhysAnalyzerProcessor
import json
import uuid
@login_required
def five_whys_analyzer_detail(request):
"""Detail page for 5 Whys Analysis Agent with chat interface"""
try:
agent = BaseAgent.objects.get(slug='five-whys-analyzer')
except BaseAgent.DoesNotExist:
messages.error(request, '5 Whys Analysis Agent agent not found.')
return redirect('core:homepage')
# Get user's active chat sessions
active_sessions = FiveWhysAnalyzerRequest.objects.filter(
user=request.user,
chat_active=True
).order_by('-created_at')[:5]
# Get user's completed reports
completed_reports = FiveWhysAnalyzerRequest.objects.filter(
user=request.user,
report_generated=True
).order_by('-created_at')[:10]
context = {
'agent': agent,
'active_sessions': active_sessions,
'completed_reports': completed_reports
}
return render(request, 'five_whys_analyzer/detail.html', context)
@method_decorator(csrf_exempt, name='dispatch')
class FiveWhysAnalyzerChatView(View):
"""Handle chat messages - free interactions"""
def post(self, request):
if not request.user.is_authenticated:
return JsonResponse({'error': 'Authentication required'}, status=401)
try:
# Parse request data
data = json.loads(request.body)
# Get session ID or create new one
session_id = data.get('session_id', str(uuid.uuid4()))
user_message = data.get('message', '').strip()
if not user_message:
return JsonResponse({'error': 'Message cannot be empty'}, status=400)
# Process chat message (no wallet deduction)
processor = FiveWhysAnalyzerProcessor()
result = processor.handle_chat_message(
user=request.user,
session_id=session_id,
message=user_message
)
return JsonResponse({
'success': True,
'session_id': session_id,
'response': result.chat_response,
'message_type': 'chat',
'wallet_balance': float(request.user.wallet_balance) # No change expected
})
except Exception as e:
return JsonResponse({'error': str(e)}, status=500)
@method_decorator(csrf_exempt, name='dispatch')
class FiveWhysAnalyzerReportView(View):
"""Generate final report - paid interaction"""
def post(self, request):
if not request.user.is_authenticated:
return JsonResponse({'error': 'Authentication required'}, status=401)
try:
# Parse request data
data = json.loads(request.body)
# Get report parameters
session_id = data.get('session_id')
problem_statement = data.get('problem_statement', '').strip()
context_info = data.get('context_info', '').strip()
analysis_depth = data.get('analysis_depth', 'standard')
if not session_id:
return JsonResponse({'error': 'Session ID required'}, status=400)
if not problem_statement:
return JsonResponse({'error': 'Problem statement required'}, status=400)
# Get agent for price checking
agent = BaseAgent.objects.get(slug='five-whys-analyzer')
# Check wallet balance
if not request.user.has_sufficient_balance(agent.price):
return JsonResponse({'error': 'Insufficient wallet balance'}, status=400)
# Process report generation (wallet deduction after success)
processor = FiveWhysAnalyzerProcessor()
result = processor.handle_report_generation(
user=request.user,
session_id=session_id,
problem_statement=problem_statement,
context_info=context_info,
analysis_depth=analysis_depth
)
# Refresh user to get updated wallet balance
request.user.refresh_from_db()
return JsonResponse({
'success': True,
'session_id': session_id,
'report': result.final_report,
'message_type': 'report',
'analysis_depth': analysis_depth,
'wallet_balance': float(request.user.wallet_balance)
})
except BaseAgent.DoesNotExist:
return JsonResponse({'error': '5 Whys Analysis Agent not found'}, status=404)
except Exception as e:
return JsonResponse({'error': str(e)}, status=500)
@login_required
def five_whys_analyzer_session(request, session_id):
"""Get chat session data"""
try:
session_request = FiveWhysAnalyzerRequest.objects.get(
session_id=session_id,
user=request.user
)
session_data = {
'session_id': session_id,
'chat_messages': session_request.chat_messages,
'chat_active': session_request.chat_active,
'report_generated': session_request.report_generated,
'problem_statement': session_request.problem_statement,
'context_info': session_request.context_info,
'analysis_depth': session_request.analysis_depth
}
# Add final report if generated
if session_request.report_generated and hasattr(session_request, 'response'):
session_data['final_report'] = session_request.response.final_report
session_data['report_metadata'] = session_request.response.report_metadata
return JsonResponse({
'success': True,
'session': session_data
})
except FiveWhysAnalyzerRequest.DoesNotExist:
return JsonResponse({'error': 'Session not found'}, status=404)
except Exception as e:
return JsonResponse({'error': str(e)}, status=500)
# Legacy view for compatibility
@method_decorator(csrf_exempt, name='dispatch')
class FiveWhysAnalyzerProcessView(View):
"""Legacy process view - redirects to chat interface"""
def post(self, request):
return JsonResponse({
'error': 'This endpoint is deprecated. Use the chat interface instead.',
'redirect': '/agents/five-whys-analyzer/'
}, status=410)

View File

@ -51,6 +51,7 @@ INSTALLED_APPS = [
'data_analyzer',
'job_posting_generator',
'social_ads_generator',
'five_whys_analyzer',
]
MIDDLEWARE = [

View File

@ -26,6 +26,7 @@ urlpatterns = [
path('agents/data-analyzer/', include('data_analyzer.urls')),
path('agents/job-posting-generator/', include('job_posting_generator.urls')),
path('agents/social-ads-generator/', include('social_ads_generator.urls')),
path('agents/five-whys-analyzer/', include('five_whys_analyzer.urls')),
path('', include('core.urls')),
]