university_administrator_agent

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Update app.py

f9d48e6 verified 3 months ago

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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
#from tools.university_administrator_agent_search import UniversityAdministratorAgentSearchTool
from university_administrator_agent_tools.university_administrator_agent_search import UniversityAdministratorAgentSearchTool
from tools.university_admin_agent import UniversityAdminAgentTool
from University_Administrator_Agent_UI import GradioUI #Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
    #Keep this format for the description / args / args description but feel free to modify the tool
    """A tool that does nothing yet 
    Args:
        arg1: the first argument
        arg2: the second argument
    """
    return "What magic will you build ?"
    
@tool
def university_admin_agent_tool(query: str)->str:
    """ A tool that assists students and prospective university customers with information on courses and departments
        Args:
            query: the question asked by the inquirer
    """
    try:
        result = UniversityAdminAgentTool.forward(query)
        return f"{result}"
    except Exception as e:
        return f"Error getting the information you need"
#@tool
#def department_search_tool(department: str)->str:
#    """ A tool that searches a department for details
#    Args:
#        department: the department to obtain details on
#    """
#    try:
#        file_name = "departments.json"
#        uni_data = load_data("../data/" + file_name)
#        query = "Calculus"
#
#        if uni_data:
#            search_results = search_data(uni_data, query)
#            print(f"Search results for '{query}':")
#            for res in search_results:
#                x = (f"- {res['department']} (Head: {res['head']}, Location: {res['location']})")
#        return x
 #   except Exception as e:
 #       return f"Error getting the information that you need"
        
@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """A tool that fetches the current local time in a specified timezone.
    Args:
        timezone: A string representing a valid timezone (e.g., 'America/New_York').
    """
    try:
        # Create timezone object
        tz = pytz.timezone(timezone)
        # Get current time in that timezone
        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
        return f"The current local time in {timezone} is: {local_time}"
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {str(e)}"

@tool
def get_property(location: str, title: str, count: int) -> str:
    """
        A tool to that shows property such as university hostels.
        Args:
            location: The location where property is supposed to be searched
            title: a word within the title of the property
            count: the number of results expected
    """
    try:
        #
        university_administrator_agent_search = UniversityAdministratorAgentSearchTool.searchDb("property", title + location, count) #TODO: create the UniversityAdministratorAgentSearchTool under tools
        search = DuckDuckGoSearchTool.forward(location)
        return f"property at {location} is: {university_administrator_agent_search} and on the web includes {search}"
    except Exception as e:
        return f"error fetching results for location '{location}': {str(e)}"
        
final_answer = FinalAnswerTool()
university_administrator_agent_search = UniversityAdministratorAgentSearchTool() #For searching hostels
university_admin_agent_tool = UniversityAdminAgentTool() #for seraching units and departments and later exams

# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
custom_role_conversions=None,
)


# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer, university_administrator_agent_search, university_admin_agent_tool], ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()

	from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
	import datetime
	import requests
	import pytz
	import yaml
	from tools.final_answer import FinalAnswerTool
	#from tools.university_administrator_agent_search import UniversityAdministratorAgentSearchTool
	from university_administrator_agent_tools.university_administrator_agent_search import UniversityAdministratorAgentSearchTool
	from tools.university_admin_agent import UniversityAdminAgentTool
	from University_Administrator_Agent_UI import GradioUI #Gradio_UI import GradioUI

	# Below is an example of a tool that does nothing. Amaze us with your creativity !
	@tool
	def my_custom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
	#Keep this format for the description / args / args description but feel free to modify the tool
	"""A tool that does nothing yet
	Args:
	arg1: the first argument
	arg2: the second argument
	"""
	return "What magic will you build ?"

	@tool
	def university_admin_agent_tool(query: str)->str:
	""" A tool that assists students and prospective university customers with information on courses and departments
	Args:
	query: the question asked by the inquirer
	"""
	try:
	result = UniversityAdminAgentTool.forward(query)
	return f"{result}"
	except Exception as e:
	return f"Error getting the information you need"
	#@tool
	#def department_search_tool(department: str)->str:
	# """ A tool that searches a department for details
	# Args:
	# department: the department to obtain details on
	# """
	# try:
	# file_name = "departments.json"
	# uni_data = load_data("../data/" + file_name)
	# query = "Calculus"
	#
	# if uni_data:
	# search_results = search_data(uni_data, query)
	# print(f"Search results for '{query}':")
	# for res in search_results:
	# x = (f"- {res['department']} (Head: {res['head']}, Location: {res['location']})")
	# return x
	# except Exception as e:
	# return f"Error getting the information that you need"

	@tool
	def get_current_time_in_timezone(timezone: str) -> str:
	"""A tool that fetches the current local time in a specified timezone.
	Args:
	timezone: A string representing a valid timezone (e.g., 'America/New_York').
	"""
	try:
	# Create timezone object
	tz = pytz.timezone(timezone)
	# Get current time in that timezone
	local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
	return f"The current local time in {timezone} is: {local_time}"
	except Exception as e:
	return f"Error fetching time for timezone '{timezone}': {str(e)}"

	@tool
	def get_property(location: str, title: str, count: int) -> str:
	"""
	A tool to that shows property such as university hostels.
	Args:
	location: The location where property is supposed to be searched
	title: a word within the title of the property
	count: the number of results expected
	"""
	try:
	#
	university_administrator_agent_search = UniversityAdministratorAgentSearchTool.searchDb("property", title + location, count) #TODO: create the UniversityAdministratorAgentSearchTool under tools
	search = DuckDuckGoSearchTool.forward(location)
	return f"property at {location} is: {university_administrator_agent_search} and on the web includes {search}"
	except Exception as e:
	return f"error fetching results for location '{location}': {str(e)}"

	final_answer = FinalAnswerTool()
	university_administrator_agent_search = UniversityAdministratorAgentSearchTool() #For searching hostels
	university_admin_agent_tool = UniversityAdminAgentTool() #for seraching units and departments and later exams

	# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
	# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud'

	model = HfApiModel(
	max_tokens=2096,
	temperature=0.5,
	model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
	custom_role_conversions=None,
	)


	# Import tool from Hub
	image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)

	with open("prompts.yaml", 'r') as stream:
	prompt_templates = yaml.safe_load(stream)

	agent = CodeAgent(
	model=model,
	tools=[final_answer, university_administrator_agent_search, university_admin_agent_tool], ## add your tools here (don't remove final answer)
	max_steps=6,
	verbosity_level=1,
	grammar=None,
	planning_interval=None,
	name=None,
	description=None,
	prompt_templates=prompt_templates
	)


	GradioUI(agent).launch()