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from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool | |
import sys # Add this import to fix the error | |
import datetime | |
import requests | |
from checks.failed_check import create_failed_gradio_ui | |
from checks.endpoint_check import check_public_endpoint | |
from checks.health_check import check_model_endpoint, should_launch_ui | |
import os | |
import pytz # Had to give it permission in Code agent | |
from tools.tools import load_tools | |
from agents.model import load_huggingface_model | |
from agents.prompts import load_prompts | |
from ContentGradio import ContentAgentUI | |
def initialize_agent(endpoint_uri: str): | |
# Load prompts | |
combined_prompts = load_prompts() | |
combined_tools = load_tools() ## from the tools folder (don't remove final answer) | |
"""Initialize and configure the CodeAgent""" | |
model = HfApiModel( | |
max_tokens=2096, | |
temperature=0.5, | |
model_id=endpoint_uri, | |
custom_role_conversions=None, | |
) | |
return CodeAgent( | |
model=model, | |
tools=combined_tools(), | |
max_steps=6, | |
verbosity_level=3, | |
name="content_agent", | |
description="Evaluates whether text is polite or impolite.", | |
prompt_templates=combined_prompts(), | |
additional_authorized_imports=["pytz"] | |
) | |
def main(): | |
# Load endpoint and check health | |
# Prechecks | |
endpoint_uri = load_huggingface_model() # Get the URI for the endpoint | |
is_healthy, status_info = check_model_endpoint(endpoint_uri) # Test the endpoint | |
if not is_healthy: | |
interface = create_failed_gradio_ui(status_info) | |
interface.launch(show_error=True) | |
return | |
# Initialize and run the agent | |
agent = initialize_agent(endpoint_uri) | |
# Create an instance of the ContentAgentUI class | |
ui = ContentAgentUI() | |
ui.pass_through_agent(agent) # Pass through the agent | |
if __name__ == "__main__": | |
main() |