Delete agents

agents/chat.py

@@ -1,68 +0,0 @@
-import pandas as pd
-import google.generativeai as genai
-import os
-from app import eligibility_df
-
-#function for the chatbot functionality
-eligibility_lookup = {}
-for _, row in eligibility_df.iterrows():
-    card_name = row["Name"].strip()
-    eligibility_info = f"""
-        - Bank: {row['Bank']}
-        - Age: {row['Minimum Age']} to {row['Maximum Age']}
-        - Minimum Income: {row['Minimum Income (LPA)']} LPA
-        - Minimum Credit Score: {row['Minimum Credit Score']}
-        - Joining Fee: ₹{row['Joining fee']}
-        - Annual Fee: ₹{row['Annual fee']}
-    """
-    eligibility_lookup[card_name] = eligibility_info.strip()
-    
-# Function to handle chat interaction with Gemini
-def chat_with_gemini(user_query, user_message, chat_history, card_lookup): 
-    genai.configure(api_key=os.environ.get("api_key_4"))  
-    model4 = genai.GenerativeModel('gemini-1.5-flash-latest')
-    context = ""
-    for name, desc in list(card_lookup.items())[:5]:
-        eligibility_info = eligibility_lookup.get(name, "No eligibility or fee information available.")
-        full_desc = f"{desc}\n\nEligibility & Fees:\n{eligibility_info}"
-        context += f"{name}:\n{full_desc}\n\n"
-    recent_user_messages = [
-        msg["content"] for msg in chat_history if msg["role"] == "user"
-    ][-5:]
-
-    conversation = f"""
-        You are a helpful financial assistant. A user has already shared their overall credit card preferences.
-        
-        ### User’s Requirements:
-        {user_query}
-        
-        ### Credit Card Options:
-        {context}
-        
-        ### User's Follow-up Question:
-        {user_message}
-        
-        ### Recent User Messages:
-        {recent_user_messages}
-        
-        ### Instructions:
-        1. Answer the user's current question clearly and concisely.
-        2. Always consider the user's overall requirements above.
-        3. Use only the card descriptions provided. Do not assume or invent any card benefits.
-        4. If the user asks which card is best or suitable for their needs, use the user’s requirements above to select and explain.
-        5. Don't ask the user to restate their requirements — they're already provided above.
-    """
-    # print(conversation)
-    try:
-        response = model4.generate_content(conversation)
-        gemini_response = response.text
-
-        chat_history.append({"role": "user", "content": user_message})
-        chat_history.append({"role": "assistant", "content": gemini_response})
-
-    except Exception as e:
-        error_msg = "Error: Unable to retrieve response from Gemini. Please try again later."
-        chat_history.append({"role": "user", "content": user_message})
-        chat_history.append({"role": "assistant", "content": error_msg})
-
-    return chat_history, chat_history

agents/compare.py

@@ -1,37 +0,0 @@
-import pandas as pd
-import google.generativeai as genai
-import os
-
-#function to compare cards
-def compare_selected_cards(selected_names, card_lookup):
-    genai.configure(api_key=os.environ.get("api_key_4"))  
-    model4 = genai.GenerativeModel('gemini-1.5-flash-latest')
-    print(selected_names)
-    if not selected_names or len(selected_names) < 2:
-        return "<b style='color:red;'>Please select at least two cards to compare.</b>"
-
-    comparison_data = "\n\n".join([
-            f"{name}: {card_lookup.get(name)}" for name in selected_names
-        ])
-    prompt = (
-            f"Do not include extra symbols like (* or #), just generate a textual response maybe with numbers for points."
-            f"Compare the following credit cards based on their benefits. "
-            f"Keep the output short, structured, and very readable:\n\n"
-            f"{comparison_data}\n\n"
-            f"Use markdown format with clear section headers like 'Comparison' and 'Recommendation'. "
-            f"Present key differences as bullet points without using '*' symbols — use '-' instead. "
-            f"Make it crisp and avoid lengthy explanations. "
-            f"Conclude with a recommendation on which card suits which type of user."
-            f"DO NOT INCLUDE ANY SYMBOLS LIKE # OR *"
-    )
-    print("comparing")
-    try:
-        response = model4.generate_content(prompt)
-        return f"""
-            <div style='background-color: #f9fbe7; padding: 15px; border-radius: 10px; font-family: sans-serif;'>
-                <pre style='white-space: pre-wrap; font-size: 13px; color: #333;'>{response.text}</pre>
-            </div>
-            """
-    except Exception as e:
-        print("Comparison Error:", e)
-        return "<b style='color:red;'>Something went wrong while comparing. Please try again.</b>"