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Update app.py
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app.py
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import
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import
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import requests
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import pytz
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import yaml
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from typing import List
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from langchain.text_splitter import CharacterTextSplitter
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from tools.final_answer import FinalAnswerTool
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from smolagents import CodeAgent, LiteLLMModel, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
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from Gradio_UI import GradioUI
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#
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"""
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search_tool = DuckDuckGoSearchTool()
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results = search_tool(query)
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return "\n".join(results)
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@tool
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def get_current_time_in_timezone(timezone: str) -> str:
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"""Fetches the current local time in a specified timezone.
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Args:
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timezone: A string representing a valid timezone (e.g., 'America/New_York').
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"""
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try:
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tz = pytz.timezone(timezone)
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local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
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return f"The current local time in {timezone} is: {local_time}"
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except Exception as e:
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return f"Error fetching time for timezone '{timezone}': {str(e)}"
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@tool
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def visit_webpage(url: str) -> str:
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"""Fetches raw HTML content of a web page.
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Args:
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url: The url of the webpage.
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"""
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try:
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response = requests.get(url, timeout=5)
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return response.text[:5000] # Limit length
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except Exception as e:
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return f"[ERROR fetching {url}]: {str(e)}"
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@tool
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def text_splitter(text: str) -> List[str]:
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"""Splits text into chunks using LangChain's CharacterTextSplitter.
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Args:
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text: A string of text to split.
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"""
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splitter = CharacterTextSplitter(chunk_size=450, chunk_overlap=10)
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return splitter.split_text(text)
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# === FINAL ANSWER TOOL ===
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final_answer = FinalAnswerTool()
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# === LOAD PROMPT TEMPLATES ===
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with open("prompts.yaml", "r") as stream:
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prompt_templates = yaml.safe_load(stream)
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# === LOAD agent.json CONFIG ===
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with open("agent.json", "r") as f:
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agent_config = yaml.safe_load(f)
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model_config = agent_config["model"]["data"]
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# === BUILD MODEL ===
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model = LiteLLMModel(
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model_id="gemini/gemini-2.0-flash-lite",
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api_key=os.getenv("GEMINI_API_KEY"),
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temperature=0.5,
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max_tokens=1024,
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)
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# === IMPORT TOOL FROM HUB ===
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image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)
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# === BUILD AGENT ===
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agent = CodeAgent(
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model=model,
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tools=[
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final_answer,
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web_search,
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get_current_time_in_timezone,
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visit_webpage,
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text_splitter,
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image_generation_tool
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],
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max_steps=6,
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verbosity_level=1,
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grammar=None,
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planning_interval=None,
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name=None,
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description=None,
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prompt_templates=prompt_templates
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)
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GradioUI(agent).launch()
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import gradio as gr
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from agent import agent # Import your refactored agent
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from Gradio_UI import GradioUI
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# Optional: Uncomment to test agent endpoint separately
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# def run_agent(question):
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# try:
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# result = agent(question)
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# return [str(result)]
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# except Exception as e:
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# return [f"Error: {e}"]
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if __name__ == "__main__":
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GradioUI(agent).launch(debug=True, share=True)
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