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Create app.py
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app.py
ADDED
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import gradio as gr
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from gradio import ChatMessage
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import time
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import random
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def calculator_tool(expression):
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"""Simple calculator tool"""
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try:
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return eval(expression)
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except:
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return "Error: Could not evaluate expression"
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def weather_tool(location):
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"""Simulated weather tool"""
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conditions = ["sunny", "cloudy", "rainy", "snowy"]
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temp = random.randint(0, 35)
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return f"{random.choice(conditions)}, {temp}°C in {location}"
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def agent_with_tools(query, history):
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# Initial thinking
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thinking = ChatMessage(
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role="assistant",
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content="Let me think about this query...",
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metadata={"title": "🧠 Thinking", "id": 1}
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)
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history.append(thinking)
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yield history
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# Decide which tool to use based on query
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if "calculate" in query.lower() or any(op in query for op in ['+', '-', '*', '/']):
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# Extract the expression (simplified for demo)
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expression = query.split("calculate")[-1].strip() if "calculate" in query.lower() else query
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# Show tool usage as nested thought
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tool_call = ChatMessage(
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role="assistant",
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content=f"Expression to evaluate: {expression}",
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metadata={
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"title": "🧮 Calculator Tool",
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"parent_id": 1,
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"id": 2,
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"status": "pending"
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}
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)
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history.append(tool_call)
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yield history
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# Simulate calculation time
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time.sleep(1)
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# Get result and update tool call
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result = calculator_tool(expression)
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tool_call.content = f"Expression: {expression}\nResult: {result}"
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tool_call.metadata["status"] = "done"
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tool_call.metadata["duration"] = 0.8 # Simulated duration
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yield history
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# Final response
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response = ChatMessage(
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role="assistant",
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content=f"I calculated that for you. The result is {result}."
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)
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elif "weather" in query.lower():
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# Extract location (simplified)
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location = query.split("weather in")[-1].strip() if "weather in" in query.lower() else "your location"
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# Show tool usage
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tool_call = ChatMessage(
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role="assistant",
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content=f"Checking weather for: {location}",
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metadata={
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"title": "🌤️ Weather Tool",
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"parent_id": 1,
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"id": 2,
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"status": "pending"
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}
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)
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history.append(tool_call)
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yield history
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# Simulate API call
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time.sleep(1.5)
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# Get result and update tool call
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result = weather_tool(location)
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tool_call.content = f"Location: {location}\nCurrent conditions: {result}"
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tool_call.metadata["status"] = "done"
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tool_call.metadata["duration"] = 1.2 # Simulated duration
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yield history
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# Final response
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response = ChatMessage(
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role="assistant",
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content=f"I checked the weather for you. It's currently {result}."
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)
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else:
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# Default response for other queries
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time.sleep(1)
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response = ChatMessage(
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role="assistant",
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content=f"I understand you're asking about '{query}', but I don't have a specific tool for that. I can help with calculations or weather."
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)
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# Add final response
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history.append(response)
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yield history
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demo = gr.ChatInterface(
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agent_with_tools,
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title="Sample Agents with Tool Visualization using gr.ChatMessage",
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description="Ask me to calculate something or check the weather!",
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examples=[
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"Calculate 145 * 32",
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"What's the weather in Tokyo?",
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"Tell me about quantum physics"
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],
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type="messages"
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)
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demo.launch()
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