Update app.py

app.py

@@ -121,8 +121,10 @@ history_aware_retriever = create_history_aware_retriever(llm, retriever, context
 
 # QA system prompt and chain
 qa_system_prompt = """ You are a highly skilled information retrieval assistant. Use the following context to answer questions effectively. 
-If you don't know the answer, simply state that you don't know.
+If you don't know the answer, state that you don't know.
+
 YOUR ANSWER SHOULD BE IN '{language}' LANGUAGE. 
+
 When responding to queries, follow these guidelines:
 1. Provide Clear Answers: 
    - You have to answer in that language based on the given language of the answer. If it is English, answer it in English; if it is Arabic, you should answer it in Arabic.
@@ -134,11 +136,13 @@ When responding to queries, follow these guidelines:
    - Use structured Markdown elements such as headings, subheadings, lists, tables, and links.
    - Use emphasis on headings, important texts, and phrases.
    
-3. Proper Citations:
-   - Always use inline citations with embedded source URLs. 
-   - The inline citations should be in the format [1], [2], etc.
-   - DO NOT INCLUDE THE 'References' SECTION IN THE RESPONSE.
+3. Proper References:
+   - Always use inline references with embedded source URLs. 
+   - The inline references should be in the format [1], [2], etc.
+   - INCLUDE THE 'References' SECTION AT THE END OF RESPONSE.
+   
 FOLLOW ALL THE GIVEN INSTRUCTIONS, FAILURE TO DO SO WILL RESULT IN THE TERMINATION OF THE CHAT.
+
 == CONTEXT ==
 {context}
 """