Update honeypot_api and README

honeypot_api.py

@@ -132,6 +132,17 @@ def extract_intelligence(text):
             clean_bank.append(digits)
     extracted["bankAccounts"] = list(set(clean_bank))
 
+    bank_digits_list = extracted["bankAccounts"]
+    clean_phones = []
+    for ph in extracted["phoneNumbers"]:
+        d = re.sub(r"\D", "", ph)
+        if len(d) != 10:
+            continue
+        if any(d in b for b in bank_digits_list):
+            continue
+        clean_phones.append(ph)
+    extracted["phoneNumbers"] = list(set(clean_phones))
+
     return extracted
 
 # ============================
@@ -151,6 +162,41 @@ def generate_agent_reply(session_id):
 
     text_lower = last_scammer_text.lower()
 
+    intel_so_far = intelligence_store.get(session_id, {})
+    missing_type = None
+    info_priority = [
+        "phoneNumbers",
+        "bankAccounts",
+        "upiIds",
+        "emailAddresses",
+        "phishingLinks",
+        "caseIds",
+        "orderNumbers",
+        "policyNumbers",
+    ]
+    for t in info_priority:
+        if not intel_so_far.get(t):
+            missing_type = t
+            break
+
+    info_prompt = ""
+    if missing_type == "phoneNumbers":
+        info_prompt = " Also, can you share your official contact phone number so that I can call and verify this?"
+    elif missing_type == "bankAccounts":
+        info_prompt = " Also, can you clearly write the full bank account number and account holder name where this money is supposed to go?"
+    elif missing_type == "upiIds":
+        info_prompt = " Also, please send the exact UPI ID with correct spelling so that I do not send money to the wrong place."
+    elif missing_type == "emailAddresses":
+        info_prompt = " Is there any official support email where I can write if something goes wrong?"
+    elif missing_type == "phishingLinks":
+        info_prompt = " Is there an official link or page from my bank where I can read about this process?"
+    elif missing_type == "caseIds":
+        info_prompt = " Can you share the official case or reference ID so that I can mention it if I talk to the branch?"
+    elif missing_type == "orderNumbers":
+        info_prompt = " Can you share any order or reference number that is connected to this payment?"
+    elif missing_type == "policyNumbers":
+        info_prompt = " Can you share any policy number that this issue is linked to?"
+
     upi_hint = None
     email_hint = None
     amount_hint = None
@@ -179,11 +225,14 @@ def generate_agent_reply(session_id):
             "Can you share an official way I can confirm that this UPI ID actually belongs to your organisation?"
         )
     elif otp_flag:
-        reply = (
-            "You are asking for my OTP and that makes me very uncomfortable. "
-            "I was always told never to share an OTP with anyone. "
-            "Why do you need my OTP at all if you already have my details?"
-        )
+        otp_replies = [
+            "You are asking for my OTP and that makes me very uncomfortable. I was always told never to share an OTP with anyone. Why do you need my OTP at all if you already have my details?",
+            "I really do not feel safe sharing any OTP with you. If you are truly from the bank, why can you not verify me in some other way?",
+            "Everyone says that sharing an OTP is the fastest way to lose money. Can you explain why you still need my OTP if you already have my account details?",
+            "This feels risky because you keep insisting on the OTP. Can you clearly show me any official bank message that says I should share my OTP like this?",
+        ]
+        idx = min(turn, len(otp_replies) - 1)
+        reply = otp_replies[idx]
     elif fee_flag or amount_hint:
         if amount_hint:
             reply = (
@@ -215,6 +264,10 @@ def generate_agent_reply(session_id):
         ]
         reply = random.choice(generic_questions)
 
+    reply = reply.strip()
+    if info_prompt:
+        reply = reply + " " + info_prompt.strip()
+
     if not reply.endswith("?"):
         reply += "?"