added AI analysis

backend/core/templates/thankyou.html

@@ -7,6 +7,37 @@
             We will send the document to {{ email }} when it is ready.
         </div>
     </div>
+    <h2>Top 10 Identified Risks</h2>
+    <table class="table table-striped table-bordered">
+        <thead>
+            <tr>
+                <th scope="col">Risk ID</th>
+                <th scope="col">Risk Name</th>
+                <th scope="col">Category</th>
+                <th scope="col">Primary Impact</th>
+                <th scope="col">Secondary Impact</th>
+                <th scope="col">Tertiary Impact</th>
+                <th scope="col">Detection Difficulty</th>
+                <th scope="col">Recovery Complexity</th>
+                <th scope="col">Business Impact Severity</th>
+            </tr>
+        </thead>
+        <tbody>
+            {% for risk in top_risks %}
+                <tr>
+                    <td>{{ risk.risk_id }}</td>
+                    <td>{{ risk.risk_name }}</td>
+                    <td>{{ risk.category }}</td>
+                    <td>{{ risk.primary_impact }}</td>
+                    <td>{{ risk.secondary_impact }}</td>
+                    <td>{{ risk.tretiary_impact }}</td>
+                    <td>{{ risk.detection_difficulty }}</td>
+                    <td>{{ risk.recovery_complexity }}</td>
+                    <td>{{ risk.businnes_impact_severity }}</td>
+                </tr>
+            {% endfor %}
+        </tbody>
+    </table>
 </div>
 {% endblock content %}
 

backend/core/utils.py

@@ -0,0 +1,56 @@
+from openai import OpenAI
+from django.conf import settings
+from .models import Risk
+
+def extract_risk_factors(organization):
+    excluded_fields={"name","email"}
+    risk_data = {}
+
+    for field in organization._meta.get_fields():
+        if field.name not in excluded_fields and hasattr(organization, field.name):
+            value = getattr(organization, field.name)
+            if value:
+                risk_data[field.name] = value
+    return risk_data
+
+from openai import OpenAI
+from django.conf import settings
+from .models import Risk
+
+def get_top_risk(organization):
+    client = OpenAI(api_key=settings.OPENAI_API_KEY)
+
+    all_risks = Risk.objects.all()
+
+    risk_list = []
+    for risk in all_risks:
+        risk_list.append(f"""
+        Risk ID: {risk.risk_id}
+        Category: {risk.category}
+        Name: {risk.risk_name}
+        Primary Impact: {risk.primary_impact}
+        """)
+
+    risk_factors = extract_risk_factors(organization)
+
+    prompt = f"""
+    You are an AI risk assessor. Based on the following company details and list of known risks,
+    identify the 10 most critical risks for this company. Respond only with risk IDs.
+
+    Company Details:
+    {risk_factors}
+
+    List of Risks:
+    {risk_list}
+
+    Provide only the 10 most critical risk IDs in a simple comma-separated format, e.g "1,3,7,12,..."
+    """
+
+    response = client.chat.completions.create(
+        model="gpt-4",
+        messages=[{"role": "system", "content": prompt}]
+    )
+
+    risk_ids = response.choices[0].message.content.strip().split(",")
+
+    return [int(risk_id) for risk_id in risk_ids if risk_id.isdigit()]

backend/core/views.py

@@ -2,7 +2,8 @@ import logging
 
 from django.shortcuts import render, redirect
 from .forms import OrganizationForm
-
+from .models import Organization,Document,Risk
+from backend.core.utils import get_top_risk
 # @login_required
 # def index(request):
 #     return HttpResponse('<h1>Django</h1><p>Página simples.</p>')
@@ -19,8 +20,25 @@ def signup(request):
     if request.method == 'POST':
         form = OrganizationForm(request.POST)
         if form.is_valid():
-            form.save()
-            return render(request, 'thankyou.html', {'email': form.data['email']})
+            organization = form.save()
+            print(f"Organization :{organization}")
+            top_risk_ids = get_top_risk(organization)
+            print(f"Top risks: {top_risk_ids}")
+            top_risks = Risk.objects.filter(risk_id__in = top_risk_ids)
+            print(f"Final: {top_risks}")
+
+            document = Document.objects.create(organization=organization)
+            document.add_segment('h1', "Top 10 Risk Identified")
+
+            for risk in top_risks:
+                document.add_segment('h2',f"Risk: {risk.risk_id}:{risk.risk_name}")
+                document.add_segment('body',f"Category: {risk.category} \n Primary Impact: {risk.primary_impact} \n Secondary Impact: {risk.secondary_impact} \n Tertiary Impact: {risk.tretiary_impact} \n Detection Difficulty: {risk.detection_difficulty} \n Recovery Complexity: {risk.recovery_complexity} \n Business Impact Severity: {risk.businnes_impact_severity} ")
+
+            return render(request, 'thankyou.html', {
+                'email': form.data['email'],
+                'top_risks':top_risks,
+                'document':document
+                })
         else:
             logging.error(form.errors)
             return render(request, 'signup.html', {'form': form})

backend/settings.py

@@ -14,6 +14,12 @@ from pathlib import Path
 
 from decouple import Csv, config
 from dj_database_url import parse as dburl
+import os
+from dotenv import load_dotenv
+load_dotenv()
+
+#API key
+OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
 
 # Build paths inside the project like this: BASE_DIR / 'subdir'.
 BASE_DIR = Path(__file__).resolve().parent.parent