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Runtime error
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Update app.py
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app.py
CHANGED
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@@ -1,11 +1,62 @@
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import os
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from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel, load_tool, tool
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import datetime
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import requests
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import pytz
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import yaml
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# -------------------------
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# Local custom tools
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@@ -91,42 +142,49 @@ def simple_image_description(prompt: str) -> str:
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# -------------------------
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# Required final answer tool
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# -------------------------
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return answer
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# -------------------------
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# Model setup with error handling
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# -------------------------
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model = HfApiModel(
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max_tokens=2096,
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temperature=0.5,
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model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
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custom_role_conversions=None,
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)
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print("✓ Model loaded successfully")
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except Exception as e:
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print(f"✗ Error loading model: {e}")
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# Try a fallback model
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try:
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model =
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max_tokens=
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temperature=0.5,
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model_id='
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custom_role_conversions=None,
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)
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print("✓
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except Exception as
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print(f"✗
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# -------------------------
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# Pre-made tools from Hub / smolagents
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# Build tools list
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# -------------------------
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tools_list = [
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calculator,
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get_current_time_in_timezone,
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get_weather,
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# Agent with tools registered
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# -------------------------
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try:
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print("✓ Agent created successfully")
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except Exception as e:
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print(f"✗ Error creating agent: {e}")
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@@ -232,25 +295,32 @@ except Exception as e:
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# -------------------------
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# Launch UI
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# -------------------------
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# Fallback: create a simple Gradio interface
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import gradio as gr
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def chat_function(message):
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try:
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except Exception as e:
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return f"Error: {str(e)}"
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demo = gr.Interface(
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fn=chat_function,
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inputs=gr.Textbox(label="Your message"),
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outputs=gr.Textbox(label="Agent response"),
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title="AI Agent"
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)
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demo.launch()
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import os
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import datetime
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import requests
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import pytz
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import yaml
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# Try different import patterns for smolagents
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try:
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from smolagents import CodeAgent, DuckDuckGoSearchTool, load_tool, tool
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print("✓ Core smolagents imports successful")
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except ImportError as e:
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print(f"✗ Error importing from smolagents: {e}")
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raise
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# Try to import the model class with different names
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model = None
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try:
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from smolagents import HfApiModel
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model_class = HfApiModel
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print("✓ HfApiModel imported")
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except ImportError:
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try:
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from smolagents.models import HfApiModel
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model_class = HfApiModel
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print("✓ HfApiModel imported from models")
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except ImportError:
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try:
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from smolagents import HuggingFaceModel
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model_class = HuggingFaceModel
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print("✓ HuggingFaceModel imported")
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except ImportError:
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try:
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from smolagents.models import HuggingFaceModel
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model_class = HuggingFaceModel
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print("✓ HuggingFaceModel imported from models")
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except ImportError:
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print("✗ No suitable model class found, will use default")
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model_class = None
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# Try importing final answer tool
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try:
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from tools.final_answer import FinalAnswerTool
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print("✓ FinalAnswerTool imported")
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except ImportError as e:
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print(f"! FinalAnswerTool not found: {e}")
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# Create a simple fallback
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@tool
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def final_answer(answer: str) -> str:
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"""Provide the final answer to the user."""
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return answer
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FinalAnswerTool = None
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# Try importing Gradio UI
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try:
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from Gradio_UI import GradioUI
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print("✓ GradioUI imported")
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except ImportError as e:
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print(f"! GradioUI not found: {e}")
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GradioUI = None
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# -------------------------
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# Local custom tools
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# -------------------------
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# Required final answer tool
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# -------------------------
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if FinalAnswerTool:
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try:
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final_answer_tool = FinalAnswerTool()
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print("✓ Final answer tool loaded")
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except Exception as e:
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print(f"✗ Error loading final answer tool: {e}")
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final_answer_tool = final_answer
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else:
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final_answer_tool = final_answer
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# -------------------------
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# Model setup with error handling
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# -------------------------
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if model_class:
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try:
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model = model_class(
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max_tokens=2096,
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temperature=0.5,
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model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
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)
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print("✓ Model loaded successfully")
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except Exception as e:
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print(f"✗ Error loading model: {e}")
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# Try a smaller/simpler model
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try:
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model = model_class(
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max_tokens=1024,
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temperature=0.5,
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model_id='microsoft/DialoGPT-medium',
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)
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print("✓ Fallback model loaded")
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except Exception as e2:
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print(f"✗ Fallback model also failed: {e2}")
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# Try without specific model
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try:
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model = model_class()
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print("✓ Default model loaded")
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except Exception as e3:
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print(f"✗ Default model failed: {e3}")
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model = None
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else:
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print("! No model class available - will try to create agent without explicit model")
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model = None
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# -------------------------
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# Pre-made tools from Hub / smolagents
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# Build tools list
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# -------------------------
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tools_list = [
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final_answer_tool,
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calculator,
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get_current_time_in_timezone,
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get_weather,
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# Agent with tools registered
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# -------------------------
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try:
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if model:
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agent = CodeAgent(
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model=model,
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tools=tools_list,
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max_steps=10,
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verbosity_level=2,
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prompt_templates=prompt_templates
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)
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else:
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# Try creating agent without explicit model
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agent = CodeAgent(
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tools=tools_list,
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max_steps=10,
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verbosity_level=2,
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prompt_templates=prompt_templates
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)
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print("✓ Agent created successfully")
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except Exception as e:
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print(f"✗ Error creating agent: {e}")
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# -------------------------
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# Launch UI
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# -------------------------
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if GradioUI:
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try:
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ui = GradioUI(agent)
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print("✓ UI created successfully")
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ui.launch()
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except Exception as e:
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print(f"✗ Error launching custom UI: {e}")
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GradioUI = None
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if not GradioUI:
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# Fallback: create a simple Gradio interface
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print("Using fallback Gradio interface")
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import gradio as gr
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def chat_function(message):
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try:
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result = agent.run(message)
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return str(result)
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except Exception as e:
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return f"Error: {str(e)}"
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demo = gr.Interface(
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fn=chat_function,
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inputs=gr.Textbox(label="Your message", placeholder="Ask me anything..."),
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outputs=gr.Textbox(label="Agent response"),
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title="AI Agent",
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description="Chat with an AI agent that has access to various tools including weather, time, calculator, and web search."
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)
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demo.launch(server_name="0.0.0.0", server_port=7860)
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