server/scripts/demo_industry_flow.py

"""
Industry Selection Flow Demonstration

Shows how industry is determined and used in the system.
"""

print("""
╔══════════════════════════════════════════════════════════════════════════════╗
║                     🏥 INDUSTRY SELECTION FLOW                               ║
╚══════════════════════════════════════════════════════════════════════════════╝

┌─────────────────────────────────────────────────────────────────────────────┐
│ STEP 1: Website Owner Creates Website                                       │
└─────────────────────────────────────────────────────────────────────────────┘

    Website Owner fills form:
    ┌──────────────────────────────────┐
    │ Creating Website                  │
    │                                   │
    │ Domain: healthclinic.com         │
    │ Industry: [Healthcare ▼]         │  ← SELECTS INDUSTRY
    │ Languages: [English, Urdu]       │
    │                                   │
    │ [Create Website]                 │
    └──────────────────────────────────┘
    
    Saved to Database:
    ┌──────────────────────────────────┐
    │ websites table                    │
    ├──────────────────────────────────┤
    │ id: 123                          │
    │ domain: healthclinic.com         │
    │ industry: "healthcare"           │  ← STORED IN DB
    │ languages: ["en", "ur"]          │
    └──────────────────────────────────┘


┌─────────────────────────────────────────────────────────────────────────────┐
│ STEP 2: User Visits Website                                                 │
└─────────────────────────────────────────────────────────────────────────────┘

    User opens: https://healthclinic.com
    
    Chat widget loads:
    ┌──────────────────────────────────┐
    │ 💬 How can we help you?          │
    │                                   │
    │ [Language: Urdu ▼]              │
    │                                   │
    │ Type your message...             │
    └──────────────────────────────────┘
    
    Widget knows: website_id = 123


┌─────────────────────────────────────────────────────────────────────────────┐
│ STEP 3: User Sends Message                                                  │
└─────────────────────────────────────────────────────────────────────────────┘

    User types: "mujhe bukhar hai" (I have fever)
    
    Request sent to server:
    {
      "query": "mujhe bukhar hai",
      "website_id": 123,        ← Identifies website
      "language": "ur-roman"
    }


┌─────────────────────────────────────────────────────────────────────────────┐
│ STEP 4: System Retrieves Website Info                                       │
└─────────────────────────────────────────────────────────────────────────────┘

    Server queries database:
    
    website = db.query(Website).filter(id == 123).first()
    → industry = website.industry  # "healthcare"
    
    ┌──────────────────────────────────┐
    │ Retrieved Info:                   │
    │ - Website ID: 123                │
    │ - Domain: healthclinic.com       │
    │ - Industry: healthcare           │  ← USED FOR ROUTING
    │ - Languages: [en, ur]            │
    └──────────────────────────────────┘


┌─────────────────────────────────────────────────────────────────────────────┐
│ STEP 5: Query Router Processes with Industry Context                        │
└─────────────────────────────────────────────────────────────────────────────┘

    routing = await query_router.route_query(
        query="mujhe bukhar hai",
        website_id=123,
        industry="healthcare"  ← INDUSTRY DETERMINES BEHAVIOR
    )
    
    With industry="healthcare":
    ├─ Uses healthcare module
    ├─ Enables symptom checker
    ├─ Applies HIPAA compliance
    ├─ Uses medical knowledge base
    └─ Returns health-specific advice


┌─────────────────────────────────────────────────────────────────────────────┐
│ STEP 6: Industry-Specific Response Generated                                │
└─────────────────────────────────────────────────────────────────────────────┘

    Because industry = "healthcare":
    
    ┌──────────────────────────────────┐
    │ 🤖 BOT RESPONSE                   │
    ├──────────────────────────────────┤
    │ Symptoms Analyzed: fever          │
    │ Severity: MODERATE               │
    │ Urgency: URGENT                  │
    │                                   │
    │ Possible Conditions:             │
    │ - Flu                            │
    │ - COVID-19                       │
    │ - Infection                      │
    │                                   │
    │ ⚠️ Consult a healthcare          │
    │ professional soon.               │
    │                                   │
    │ ⚠️ Medical disclaimer shown      │
    └──────────────────────────────────┘


╔══════════════════════════════════════════════════════════════════════════════╗
║                     📚 DIFFERENT INDUSTRY EXAMPLE                            ║
╚══════════════════════════════════════════════════════════════════════════════╝

If the same query came from a DIFFERENT website:

    Website 2 (university.edu):
    ┌──────────────────────────────────┐
    │ id: 456                          │
    │ domain: university.edu           │
    │ industry: "education"            │  ← DIFFERENT INDUSTRY
    └──────────────────────────────────┘
    
    Same query: "mujhe bukhar hai"
    
    With industry="education":
    ├─ Uses education module (NOT healthcare)
    ├─ NO symptom checker
    ├─ NO HIPAA compliance
    ├─ Uses academic knowledge base
    └─ Returns generic response
    
    Response would be:
    ┌──────────────────────────────────┐
    │ I can help you with:             │
    │ - Admission requirements          │
    │ - Course information             │
    │ - Results and grading            │
    │                                   │
    │ For medical assistance,          │
    │ please contact health services.  │
    └──────────────────────────────────┘


╔══════════════════════════════════════════════════════════════════════════════╗
║                     🎯 KEY TAKEAWAYS                                         ║
╚══════════════════════════════════════════════════════════════════════════════╝

✅ Industry is SET PER WEBSITE (during website creation)
   └─ Stored in database: websites.industry

✅ Industry is RETRIEVED FROM DATABASE for each query
   └─ Every query includes website_id → system looks up industry

✅ ALL USERS on that website get SAME INDUSTRY responses
   └─ healthclinic.com → all users get healthcare responses
   └─ university.edu → all users get education responses

✅ DIFFERENT WEBSITES can have DIFFERENT INDUSTRIES
   └─ Website A: Healthcare
   └─ Website B: Education
   └─ Website C: E-commerce

❌ NOT GLOBAL - each website has its own industry setting
❌ NOT PER-USER - industry is determined by website, not individual user

╔══════════════════════════════════════════════════════════════════════════════╗
║                     📊 EXAMPLE MULTI-WEBSITE SETUP                           ║
╚══════════════════════════════════════════════════════════════════════════════╝

┌──────────────────────┬─────────────────┬─────────────────────────────────┐
│ Website              │ Industry        │ What Users Get                  │
├──────────────────────┼─────────────────┼─────────────────────────────────┤
│ healthclinic.com     │ Healthcare      │ • Symptom checker               │
│                      │                 │ • Medical advice                │
│                      │                 │ • HIPAA compliance              │
├──────────────────────┼─────────────────┼─────────────────────────────────┤
│ university.edu       │ Education       │ • Course info                   │
│                      │                 │ • Admission help                │
│                      │                 │ • Academic support              │
├──────────────────────┼─────────────────┼─────────────────────────────────┤
│ onlinestore.com      │ E-commerce      │ • Product info                  │
│                      │                 │ • Order tracking                │
│                      │                 │ • Shipping help                 │
└──────────────────────┴─────────────────┴─────────────────────────────────┘

""")

print("\n✅ Industry selection is PER-WEBSITE, not global!")
print("✅ All users on a website get that website's industry-specific responses!")