Update app.py

app.py

@@ -10,6 +10,29 @@ import os
 import pytesseract
 from PIL import Image
 pytesseract.pytesseract.tesseract_cmd = r"tesseract.exe"
+def retrieve_info():
+    return """IPC in gist:
+Title and Scope: The Indian Penal Code applies to the whole of India, except for the State of Jammu and Kashmir. It dictates punishments for acts or omissions that violate its provisions.●
+General Explanations: The document provides definitions for various terms used throughout the code, such as "public," "servant of Government," "Government," "India," "Judge," "Court of Justice," and "moveable property."●
+Punishments: The Indian Penal Code outlines six categories of punishment: death, imprisonment for life, imprisonment (rigorous or simple), forfeiture of property, and fine.●
+Offenses Against the State: These include waging war against the Government of India, sedition, and offenses relating to the Army, Navy, and Air Force.●
+Offenses Against Public Tranquility: This category encompasses unlawful assembly, rioting, and affray (fighting in a public place).●
+Offenses By or Relating to Public Servants: This section covers offenses such as public servants disobeying the law, engaging in unlawful trade, and framing incorrect documents.●
+Offenses Relating to Documents and Property Marks: This part deals with forgery, using forged documents, counterfeiting, and offenses related to property marks.●
+Criminal Breach of Contracts of Service: The code addresses breaches of contract related to attending to helpless individuals.●
+Offenses Relating to Marriage: This section covers offenses such as causing a woman to cohabit based on deceitful marriage, marrying again while a spouse is alive, and concealing a previous marriage.●
+Defamation: The code defines defamation and includes exceptions for publications made in good faith, such as court reports, opinions on decided cases, and cautions conveyed for the good of others.●
+Criminal Intimidation, Insult, and Annoyance: This section addresses criminal intimidation, intentional insult to provoke breach of peace, statements conducing to public mischief, and statements promoting enmity between classes.
+"""
+
+
+
+ipc_tool = Tool(
+    name="IPC Information Retrieval",
+    func=retrieve_info,
+    description="Provides IPC Gist.No parameter required."
+)
+
 
 llm = ChatGoogleGenerativeAI(
     model="gemini-1.5-pro",
@@ -26,19 +49,6 @@ llm = ChatGoogleGenerativeAI(
 
     Example task: "What is the punishment for theft according to the IPC?"
     Example response: "According to Section 379 of the IPC, the punishment for theft is imprisonment of either description for a term which may extend to three years, or with fine, or with both."
-    IPC in gist:
-Title and Scope: The Indian Penal Code applies to the whole of India, except for the State of Jammu and Kashmir. It dictates punishments for acts or omissions that violate its provisions.●
-General Explanations: The document provides definitions for various terms used throughout the code, such as "public," "servant of Government," "Government," "India," "Judge," "Court of Justice," and "moveable property."●
-Punishments: The Indian Penal Code outlines six categories of punishment: death, imprisonment for life, imprisonment (rigorous or simple), forfeiture of property, and fine.●
-Offenses Against the State: These include waging war against the Government of India, sedition, and offenses relating to the Army, Navy, and Air Force.●
-Offenses Against Public Tranquility: This category encompasses unlawful assembly, rioting, and affray (fighting in a public place).●
-Offenses By or Relating to Public Servants: This section covers offenses such as public servants disobeying the law, engaging in unlawful trade, and framing incorrect documents.●
-Offenses Relating to Documents and Property Marks: This part deals with forgery, using forged documents, counterfeiting, and offenses related to property marks.●
-Criminal Breach of Contracts of Service: The code addresses breaches of contract related to attending to helpless individuals.●
-Offenses Relating to Marriage: This section covers offenses such as causing a woman to cohabit based on deceitful marriage, marrying again while a spouse is alive, and concealing a previous marriage.●
-Defamation: The code defines defamation and includes exceptions for publications made in good faith, such as court reports, opinions on decided cases, and cautions conveyed for the good of others.●
-Criminal Intimidation, Insult, and Annoyance: This section addresses criminal intimidation, intentional insult to provoke breach of peace, statements conducing to public mischief, and statements promoting enmity between classes.
-
 
     Task: {{query}}
 
@@ -46,9 +56,12 @@ Criminal Intimidation, Insult, and Annoyance: This section addresses criminal in
     """,
 )
 
-agent = create_react_agent(
-        llm=llm,
-   
+agent_tools = [ipc_tool]
+
+agent = initialize_agent(
+    tools=agent_tools,
+    llm=llm,
+    agent=AgentType.STRUCTURED_CHAT_ZERO_SHOT_REACT_DESCRIPTION,
     verbose=True,
     return_intermediate_steps=True,
     handle_parsing_errors=True,