made changes in prompt

Author: MPK2004

chatbot_fast.py

@@ -202,15 +202,26 @@ async def ask_question(request: QuestionRequest):
     log.info(f"Retrieved {len(retrieved_docs)} docs for context")
 
     system_prompt = (
-        "You are a document analysis assistant.\n\n"
-        "Guidelines:\n"
-        "1. Use only the provided document context.\n"
-        "2. If the answer is not present, say: 'Not mentioned in the document.'\n"
-        "3. Be concise but informative.\n"
-        "4. When appropriate, summarize key points clearly.\n"
-        "5. Do not add external knowledge.\n"
-        "6. If the question is vague, infer intent from context but do not hallucinate.\n\n"
-        "Document Context:\n{context}"
+    "Rules:\n"
+    "1. Answer ONLY using the provided document context.\n"
+    "2. Do NOT use prior knowledge.\n"
+    "3. If the answer is not explicitly present, reply EXACTLY:\n"
+    "   Not mentioned in the document.\n"
+    "4. Do NOT include phrases like 'based on the document' or 'it seems'.\n"
+    "5. Be precise, factual, and direct.\n"
+
+    "Formatting Rules:\n"
+    "6. If the answer contains multiple facts, return them as bullet points.\n"
+    "7. If numerical values are present, include them exactly as written.\n"
+    "8. Prefer structured outputs over paragraphs.\n"
+
+    "Behavior:\n"
+    "9. Do NOT explain reasoning.\n"
+    "10. Do NOT add extra commentary.\n"
+    "11. Extract, don't generate.\n\n"
+    "12. If possible, include the source section or page reference.\n"
+
+    "Document Context:\n{context}"
     )
 
     qa_prompt = ChatPromptTemplate.from_messages([