diff --git a/backend/HIndices.py b/backend/HIndices.py
index e9f85f1b7..4867d572c 100644
--- a/backend/HIndices.py
+++ b/backend/HIndices.py
@@ -58,11 +58,29 @@ class HIndices:
     
     def summarize_file_doc(self, page_no, doc, search_space):
 
-        report_template = """You are a forensic investigator expert in making detailed report of the document. You are given the document make a report of it.
+        report_template = """
+                You are an eagle-eyed researcher, skilled at summarizing lengthy documents with precision and clarity.
+        I would like you to assist me in summarizing the following text. Please create a comprehensive summary that captures the main ideas, key details, and essential arguments presented in the text. Your summary should adhere to the following guidelines:
 
-        DOCUMENT: {document}
+        Length and Depth: Provide a detailed summary that is approximately [insert desired word count or length, e.g., 300-500 words]. Ensure that it is thorough enough to convey the core message without losing important nuances.
+
+        Structure: Organize the summary logically. Use clear headings and subheadings to delineate different sections or themes within the text. This will help in understanding the flow of ideas.
+
+        Key Points: Highlight the main arguments and supporting details. Include any relevant examples or data that reinforce the key points made in the original text.
+
+        Clarity and Conciseness: While the summary should be detailed, it should also be clear and concise. Avoid unnecessary jargon or overly complex language to ensure that the summary is accessible to a broad audience.
+
+        Objective Tone: Maintain an objective and neutral tone throughout the summary. Avoid personal opinions or interpretations; instead, focus on accurately reflecting the author's intended message.
+
+        Conclusion: End the summary with a brief conclusion that encapsulates the overall significance of the text and its implications.
+
+        Please summarize the following text: 
+        {document}
         
-        Detailed Report:"""
+        
+        ==================
+        Detailed Summary:
+        """
 
 
         report_prompt = PromptTemplate(
@@ -125,11 +143,29 @@ class HIndices:
     def summarize_webpage_doc(self, page_no, doc, search_space):
 
         
-        report_template = """You are a forensic investigator expert in making detailed report of the document. You are given the document make a report of it.
+        report_template = """
+        You are an eagle-eyed researcher, skilled at summarizing lengthy documents with precision and clarity.
+        I would like you to assist me in summarizing the following text. Please create a comprehensive summary that captures the main ideas, key details, and essential arguments presented in the text. Your summary should adhere to the following guidelines:
 
-        DOCUMENT: {document}
+        Length and Depth: Provide a detailed summary that is approximately [insert desired word count or length, e.g., 300-500 words]. Ensure that it is thorough enough to convey the core message without losing important nuances.
+
+        Structure: Organize the summary logically. Use clear headings and subheadings to delineate different sections or themes within the text. This will help in understanding the flow of ideas.
+
+        Key Points: Highlight the main arguments and supporting details. Include any relevant examples or data that reinforce the key points made in the original text.
+
+        Clarity and Conciseness: While the summary should be detailed, it should also be clear and concise. Avoid unnecessary jargon or overly complex language to ensure that the summary is accessible to a broad audience.
+
+        Objective Tone: Maintain an objective and neutral tone throughout the summary. Avoid personal opinions or interpretations; instead, focus on accurately reflecting the author's intended message.
+
+        Conclusion: End the summary with a brief conclusion that encapsulates the overall significance of the text and its implications.
+
+        Please summarize the following text: 
+        {document}
         
-        Detailed Report:"""
+        
+        ==================
+        Detailed Summary:
+        """
 
 
         report_prompt = PromptTemplate(