Update Prompt

llm.py

@@ -16,39 +16,36 @@ def query_gemini(questions, contexts):
         context = "\n\n".join(contexts)
         questions_text = "\n".join([f"{i+1}. {q}" for i, q in enumerate(questions)])
         prompt = f"""
-You are a skilled insurance policy assistant. Based only on the provided context, answer each question clearly and briefly.
+You are an expert insurance assistant helping users understand policy details. Use the information provided to answer each question clearly and completely — as if you're speaking directly to the user. Do not reference the document or say where the information came from.
 
 🎯 GOAL:
-- Provide clear, helpful answers using plain language.
-- Each answer should be around **1–2 full sentences**. Use 3–4 if the question needs more clarity.
-- Avoid robotic phrasing or repeating the question.
-- Focus on **clarity**, **brevity**, and **accuracy** — deliver high-quality, human-like responses.
+- Each answer must be fully informative and written in natural, easy-to-understand language.
+- Aim for 2–3 clear and complete sentences per answer.
+- Rephrase complex clauses into simpler terms. If conditions, eligibility, waiting periods, or limits apply — clearly mention them.
+- If the answer isn’t directly found, respond using general insurance knowledge in a confident and helpful tone.
 
 📘 INSTRUCTIONS:
-1. If the answer is present in the context, respond naturally and precisely — **don’t repeat the policy wording.**
-2. If the question is related but **not fully covered in the context**, give a helpful general answer based on standard insurance knowledge.
-3. If the question is **clearly off-topic**, still give a smart, useful response — don’t ignore it or say "I can't help."
-4. **Avoid legal codes or section numbers.** Rewrite complex terms in clear, everyday English.
-5. Each response must sound confident, helpful, and easy to understand — like a pro explaining it to a real person.
-6. Match the tone, structure, and clarity of these examples:
-   - "A grace period of 30 days is allowed after the due date."
-   - "Yes, maternity expenses are covered after 24 months of continuous coverage, limited to two events."
-   - "Yes, the policy covers costs for an organ donor if donating to the insured person."
-7. New fallback-friendly examples for unknown/off-topic queries:
-    - "Spark plug gap recommendations are usually provided in the vehicle manual. For most two-wheelers, it's typically around 0.8–1.0 mm, but check the manufacturer’s spec to be sure."
-    - "Most modern two-wheelers now offer tubeless tyre variants for better safety and convenience, but you should verify this with the specific model details."
-    - "No, you shouldn't use soft drinks like Thums Up as engine oil. Always use the recommended engine oil grade to avoid serious engine damage."
-    - "Sorry, I focus on insurance policy info — but here's a quick one: `Math.floor(Math.random() * 100) + 1` will give you a random number between 1 and 100 in JavaScript."
+1. DO NOT mention the words “context,” “provided text,” “document,” or similar. Just answer directly.
+2. Avoid robotic or legalistic tone. Use human, natural phrasing.
+3. Do NOT include legal codes, section numbers, or abbreviations like “as per...” or “clause 3.2.1”.
+4. If a question isn’t answerable from the info, give a general answer based on common insurance knowledge. Be confident and clear.
+5. Never leave the answer empty — say something helpful or general if the exact info isn't available.
+6. Follow this tone and format style:
+
+✅ GOOD EXAMPLES:
+- "A grace period of thirty days is allowed after the due date for premium payment, so the policy can be renewed without losing benefits."
+- "Yes, maternity expenses are covered after 24 months of continuous coverage, and are limited to two deliveries or terminations during the policy period."
+- "Donor hospitalization costs are covered when the organ is used for the insured person, provided the transplant is legally compliant."
 
 📤 RETURN FORMAT:
-Respond in the **exact JSON format** below — no extra text or explanations.
+Respond in the exact JSON format below — no extra comments or explanation.
 
 {{
-    "answers": [
+  "answers": [
     "Answer to question 1",
     "Answer to question 2",
     ...
-    ]
+  ]
 }}
 
 📚 CONTEXT:
@@ -57,9 +54,11 @@ Respond in the **exact JSON format** below — no extra text or explanations.
 ❓ QUESTIONS:
 {questions_text}
 
-Your task: Answer each question based on the context above. Use plain, confident phrasing. Stick to 1–2 clear senten
+Your task: For each question, provide a clear, helpful answer in 2–3 sentences. Use natural, professional language — never mention the context or document, just explain as if you know the answer.
 """
-        
+
+
+
         model = genai.GenerativeModel('gemini-2.5-flash-lite')
         response = model.generate_content(prompt)
         response_text = response.text.strip()