app.py

from smolagents import CodeAgent, load_tool
import yaml
from smolagents import tool
from duckduckgo_search import DDGS
import requests

from tools.final_answer import FinalAnswerTool
from Gradio_UI import GradioUI

#... (your existing code)...

class DeepSeekModel:
    def __init__(self, api_key):
        self.api_key = api_key
        self.url = "https://api.deepseek.ai/v1/chat/completions"  # Replace with the correct API endpoint

    def generate(self, messages):
        headers = {
            "Authorization": f"Bearer {self.api_key}",
            "Content-Type": "application/json"
        }
        data = {
            "messages": messages,
            # Add any other required parameters for the DeepSeek API
        }
        response = requests.post(self.url, headers=headers, json=data)
        response.raise_for_status()  # Raise an exception for bad status codes
        return response.json()  # Assuming the response is in JSON format

# Initialize the DeepSeek model
model = DeepSeekModel(api_key="sk-eea44c5fc6be4e289cf0c1ae5bd91b58")

#... (rest of your code)...

agent = CodeAgent(
    model=model,  # Use the DeepSeekModel instance
    #... (rest of your agent parameters)...
)

#... (rest of your code)...